Institutions & investigators

This page provides information about Databrary’s partner institutions and the investigators they have authorized.

Institutions

targets::tar_load(inst_df, store = "../_targets/")

inst_daa_df <- inst_df |>
  dplyr::filter(daa == TRUE)

There are n= 840 total institutions in the Databrary system.

Of these, n= 806 or 96.0% have active Databrary Access Agreements (DAA). Institutions without active DAAs have typically had a single authorized user leave the institution or are institutions that would not typically authorize individual researchers, e.g., government agencies or professional societies.

Institutions with inactive DAAs

The following institutions do not have active DAAs:

inst_df |>
  dplyr::filter(daa == FALSE) |>
  dplyr::filter(!(inst_id %in% c(8545, 8717, 8720, 9238, 10551, 12569))) |>
  dplyr::select(c('inst_id', 'inst_name')) |>
  dplyr::mutate(url = paste0("https://databrary.org/party/", inst_id)) |>
  dplyr::mutate(name = paste0("<a href='", url, "'>", inst_name, "</a>")) |>
  dplyr::select(inst_id, name) |>
  kableExtra::kable(format = 'html', escape = FALSE) |>
  kableExtra::kable_styling() |>
  kableExtra::scroll_box(width = "100%", height = "300px")

inst_id	name
9	National Science Foundation (NSF)
10	National Institutes of Health (NIH)
15	National Institute of Child Health and Human Development (NICHD)
47	Okinawa Institute of Science and Technology (OIST)
122	New York State Institute for Basic Research in Developmental Disabilities
156	University of Hartford
169	University of Redlands
180	Bucknell University
204	Ramapo College
205	University of Rennes 2
208	Smith-Kettlewell Eye Research Institute
209	Southern Illinois University
214	University of Bristol
219	University of Cleveland
223	University of Illinois
230	University of Nebraska
231	University of North Carolina
238	University of Western Sydney
243	Université de Bretagne Sud
295	Liverpool University
312	National Institute on Deafness and Communication Disorders
382	New York State Psychiatric Institute
1427	IRCCS Stella Maris Foundation
2127	International Congress on Infant Studies (ICIS)
5417	Muppets University
6065	University of Osnabrueck
8631	Pennsylvania State University, Harrisburg
9233	University Mannheim

Map of institutions

inst_daa_df_lat_lon <- inst_daa_df |>
  dplyr::filter(!is.na(lat), !is.na(lon))

world_map <- ggmap::get_stadiamap(bbox = c(-179, -65, 179, 65), zoom = 1, maptype = "stamen_terrain_background")

ℹ © Stadia Maps © Stamen Design © OpenMapTiles © OpenStreetMap contributors.

ggmap::ggmap(world_map) +
  ggplot2::geom_point(data = inst_daa_df_lat_lon, color = I("red"), size = 0.3)

Warning: Removed 2 rows containing missing values or values outside the scale range
(`geom_point()`).

Figure 3.1: Map of worldwide Databrary institutions

Here is an alternative map from Google maps that we do not render for now because the Google Maps API throttles queries too often.

ggmap::get_googlemap("Spain", zoom = 1) |>
  ggmap::ggmap(maprange = TRUE) + 
  ggplot2::geom_point(data = inst_daa_df, color = I("red")) +
  ggplot2::xlim(c(-180, 180)) +
  ggplot2::ylim(c(-60, 60))

Investigators per institution

ai_stats <- fivenum(inst_daa_df$n_auth_invest)

The number of authorized investigators/institution is in the range of [0, 37], with a median of 1 and a mean of 2.28.

inst_daa_df |>
  ggplot2::ggplot() +
  ggplot2::aes(n_auth_invest) +
  ggplot2::geom_histogram(binwidth = 5)

Figure 3.2: Distribution of investigators/authorized institution

Authorized Investigators by Institution

inst_daa_df |>
  dplyr::select(-c("lat", "lon", "daa", "inst_url", "databrary_url")) |>
  dplyr::mutate(url = paste0("https://databrary.org/party/", inst_id)) |>
  dplyr::mutate(name = paste0("<a href='", url, "'>", inst_name, "</a>")) |>
  dplyr::select(inst_id, name, n_auth_invest) |>
  dplyr::arrange(desc(n_auth_invest)) |>
  kableExtra::kable(format = 'html', escape = FALSE) |>
  kableExtra::kable_styling() |>
  kableExtra::scroll_box(width = "100%", height = "300px")

inst_id	name	n_auth_invest
8	New York University (NYU)	37
12	Pennsylvania State University, University Park	24
236	University of Toronto	23
137	University of Maryland, College Park	21
1505	New York University, School of Medicine	18
57	University of Texas at Austin	15
179	Boston University	15
215	University of British Columbia, Vancouver	14
201	Northwestern University	13
225	University of Iowa	13
119	Vanderbilt University	12
217	University of California, Los Angeles	12
43	University of Wisconsin, Madison	11
49	University of Southern California	11
54	University of Virginia	11
55	Indiana University	11
190	Harvard University	11
220	University of Connecticut	11
44	University of Michigan	10
59	University of Chicago	10
134	Yale University	10
171	Stanford University	10
176	Arizona State University	10
203	Ohio State University	10
1068	Purdue University	10
2282	University of North Carolina, Chapel Hill	10
228	University of Minnesota	9
2451	University of Illinois at Urbana-Champaign	9
146	Temple University	8
193	Johns Hopkins University	8
195	Massachusetts Institute of Technology	8
216	University of California, Davis	8
227	University of Massachusetts, Amherst	8
977	University of Pennsylvania	8
1817	Leiden University	8
45	University of Rochester	7
157	University of Pittsburgh	7
199	Northeastern University	7
237	University of Washington	7
931	Radboud University	7
1043	Rochester Institute of Technology	7
1187	University of North Carolina, Greensboro	7
2255	University of Waterloo	7
2452	Cardiff University	7
50	Carnegie Mellon University (CMU)	6
51	Rutgers University, Newark	6
52	Rutgers University, New Brunswick	6
113	Tulane University	6
115	Virginia Tech	6
135	Brigham Young University	6
142	University of California, Riverside	6
143	University of Padua	6
166	University of Oregon	6
168	University of Portsmouth	6
178	Boston College	6
181	Columbia University	6
186	Emory University	6
218	University of California, Santa Cruz	6
222	University of Houston	6
281	Utrecht University	6
391	Michigan State University	6
1055	Oregon State University	6
2376	University of California, Irvine	6
46	Georgia State University	5
58	McMaster University	5
112	Brown University	5
114	University of Massachusetts, Boston	5
141	University of California, Berkeley	5
164	Georgia Institute of Technology	5
172	College of Staten Island, CUNY	5
182	Cornell University	5
188	George Mason University	5
234	University of South Carolina	5
235	University of Tennessee	5
240	Virginia Commonwealth University	5
1353	University of Nebraska, Lincoln	5
1717	University of South Florida	5
1776	St. John's University	5
1932	University of Texas at Dallas	5
1981	Lancaster University	5
2334	Oklahoma State University	5
3578	University of East Anglia	5
4305	Nanyang Technological University	5
4761	University of Alabama	5
4831	Ben-Gurion University of the Negev	5
5458	University of Missouri, Columbia	5
6142	Brock University	5
6750	Western University	5
7642	University of Nevada, Reno	5
9088	The University of Oxford	5
53	University of Miami	4
116	University of Georgia	4
136	Georgetown University	4
144	Ludwig Maximilian University of Munich	4
159	Birkbeck, University of London	4
165	Ryerson University	4
173	University of California, San Diego	4
174	Gallaudet University	4
187	Florida International University	4
221	University of Denver	4
239	Uppsala University	4
317	University of Colorado, Boulder	4
1089	Williams College	4
1131	Loyola University Chicago	4
1235	Miami University	4
1318	Northern Illinois University	4
1407	University of Montana	4
1464	University of Utah	4
1626	California State University, Northridge	4
1840	California State University, Long Beach	4
1938	University of Sussex	4
1964	Florida State University	4
2196	National Autonomous University of Mexico	4
2224	San Jose State University	4
2478	Ulster University	4
2766	University of Haifa	4
2997	Simon Fraser University	4
3462	Sacred Heart University	4
3568	Hunter College, CUNY	4
4008	Bogazici University	4
4029	University of Auckland	4
4316	The University of Hong Kong	4
4768	Illinois State University	4
5102	The University of Edinburgh	4
5175	Florida Atlantic University	4
7654	University of Manchester	4
9629	Nottingham Trent University	4
140	University of Reading	3
170	Duke University	3
177	Babes-Bolyai University	3
226	University of Louisville	3
241	Washington University, St Louis	3
308	Staff	3
358	Lehigh University	3
402	University of Sao Paulo	3
797	University of Hawaii at Manoa	3
952	Queen's University	3
976	ISCTE - University Institute of Lisbon (IUL)	3
999	University of Central Florida	3
1014	Max Planck Institute for Human Development	3
1067	Pace University	3
1080	Newcastle University	3
1186	University of Nevada, Las Vegas	3
1314	Wesleyan University	3
1471	Davidson College	3
1486	Barnard College, Columbia University	3
1530	University at Buffalo	3
1570	University of California, Merced	3
1654	University of Oklahoma	3
1786	University of Lisbon	3
1852	Providence College	3
2093	National Scientific and Technical Research Council (CONICET)	3
2113	Widener University	3
2114	California State Polytechnic University, Pomona	3
2123	University of Alberta	3
2208	Concordia University	3
2259	Franklin and Marshall College	3
2371	University of New Hampshire	3
2477	Brooklyn College, CUNY	3
2615	University of Florida	3
2718	Catholic University of America	3
2777	University of Cambridge	3
2779	University of Lincoln	3
2875	SWPS University of Social Sciences and Humanities	3
2928	University of Hull	3
3057	Deakin University	3
3084	Max Planck Institute for Psycholinguistics	3
3336	Curtin University	3
3619	Clark University	3
3708	San Diego State University	3
4391	University of North Florida	3
4531	Texas State University	3
4536	Wingate University	3
4659	University of Kentucky	3
4808	University College London	3
4896	Denison University	3
4987	Carthage College	3
5262	University of Nottingham, UK	3
5274	University of Zurich	3
5402	University of Granada	3
5535	University of Newcastle	3
5571	University Health Network	3
5737	The University of Sydney	3
5774	University of Kent	3
6341	Queen Mary University of London	3
6553	Tel Aviv University	3
7059	American University	3
7601	East China Normal University	3
7658	Brunel University London	3
7835	University of British Columbia, Okanagan	3
9079	Sungkyunkwan University	3
9649	Peking University	3
10073	Smith College	3
10912	University of Warwick	3
11065	Educational Testing Service	3
11510	National Centre for Scientific Research (CNRS)	3
22689	University of Alabama in Huntsville	3
56	College of William & Mary	2
167	University of New Mexico	2
185	East Tennessee State University	2
189	George Washington University	2
194	Lafayette College	2
196	Montclair State University	2
206	Sapienza University of Rome	2
207	Seton Hall University	2
211	Teachers College, Columbia University	2
213	University of Arizona	2
232	University of Otago	2
233	University of Queensland	2
242	Whitman College	2
363	Syracuse University	2
419	Lehman College, CUNY	2
471	Swinburne University of Technology	2
502	Trinity College	2
560	Bard College	2
934	Niagara University	2
947	College of the Holy Cross	2
991	University of Winchester	2
1013	Grinnell College	2
1053	Middlesex University	2
1065	Bilkent University	2
1100	Gettysburg College	2
1179	University of Louisiana, Lafayette	2
1260	Millersville University	2
1312	Grand Valley State University	2
1313	Boston Children's Hospital	2
1346	Ozyegin University	2
1364	Princeton University	2
1420	University of Stirling	2
1470	Central European University	2
1480	University of Geneva	2
1482	University of North Georgia	2
1504	Jagiellonian University	2
1543	Interdisciplinary Center Herzliya	2
1561	University of the Basque Country	2
1598	Villanova University	2
1603	Texas Christian University	2
1608	University of New South Wales	2
1625	Liverpool Hope University	2
1707	Queens College, CUNY	2
1720	Aix-Marseille University	2
1773	San Francisco State University	2
1787	California State University, Stanislaus	2
1801	Humboldt University of Berlin	2
1802	Albright College	2
1853	University of Greifswald	2
1923	University of Canterbury	2
1955	University of Liverpool	2
1958	Laboratory of Cognitive and Psycholinguistic Sciences	2
2162	Skidmore College	2
2235	Niigata University	2
2236	University of California, Santa Barbara	2
2276	University of Western Australia	2
2352	Institute of Psychology, Chinese Academy of Sciences	2
2398	Charité - University Medicine Berlin	2
2598	Wellesley College	2
2617	University of Paris Nanterre	2
2634	Ulm University	2
2650	California State University, Fullerton	2
2673	Pontifical Catholic University of Chile	2
2751	California State University, San Bernardino	2
2781	University of Ottawa	2
2836	Rikkyo University	2
2847	University of Trento	2
2861	Oxford Brookes University	2
2862	Technion – Israel Institute of Technology	2
2877	University of Scranton	2
2881	Indraprastha Institute of Information Technology Delhi	2
3073	Texas Woman's University	2
3130	University of North Carolina, Wilmington	2
3197	University of Notre Dame	2
3292	University of Salford	2
3335	West Virginia University	2
3455	University of East London	2
3479	Amherst College	2
3496	Colorado State University	2
3507	Santa Clara University	2
3588	Osaka University	2
3608	Istanbul Technical University	2
3649	Graduate Center, CUNY	2
3675	University of St Andrews	2
3702	Wilfrid Laurier University	2
3710	York University	2
3740	Nationwide Children's Hospital	2
3797	Victoria University of Wellington	2
3840	National University of Singapore	2
3843	William Paterson University	2
3944	University of York	2
3949	Chinese University of Hong Kong	2
3960	University of Potsdam	2
4462	Ruhr University Bochum	2
4502	University of Hamburg	2
4631	University of Campania Luigi Vanvitelli	2
4735	University of Oslo	2
4940	Bradley University	2
5022	Indiana Wesleyan University	2
5269	University of Mississippi	2
5407	Texas Tech University	2
5408	Pacific Lutheran University	2
5469	SRI International	2
5711	Kwantlen Polytechnic University	2
5852	The Hebrew University of Jerusalem	2
5924	Tilburg University	2
5972	University of Plymouth	2
6149	University of North Texas	2
6190	Karolinska Institute	2
6211	Chapman University	2
6280	University of Colorado, Colorado Springs	2
6290	Baylor University	2
6318	Belmont University	2
6861	University of Milano-Bicocca	2
6946	Kyoto University	2
7054	Mount Holyoke College	2
7062	Auburn University	2
7089	University of Maryland, Baltimore County	2
7143	Open University	2
7356	National Taiwan University	2
7421	Kingston University London	2
8237	California State University, Dominguez Hills	2
8314	University of Tokyo	2
8387	New York University, Abu Dhabi	2
8583	Linköpig University	2
8697	University of Melbourne	2
8698	University of Kansas, Medical Center	2
8824	National Research Council of Italy (CNR) of Messina	2
9091	Nagoya University	2
9126	Chicago School of Professional Psychology	2
9169	University of Lille	2
9216	Weizmann Institute of Science	2
9341	Hiroshima University	2
9490	Fordham University	2
9513	University College Dublin	2
9735	University of Adelaide	2
9908	Shahid Beheshti University	2
10098	Paris City University	2
10149	University of Essex	2
10202	National Tsing Hua University	2
10376	Butler University	2
10946	Monash University	2
11196	KTH Royal Institute of Technology	2
11622	Valparaiso University	2
11830	York St John University	2
12318	Kennesaw State University	2
22770	Idaho State University	2
22908	Zayed University	2
128	Texas A&M University	1
139	University of Sheffield	1
183	Dartmouth College	1
184	East Carolina University	1
198	North Dakota State University	1
210	St. Francis Xavier University	1
224	University of Illinois at Chicago	1
229	University of Missouri, Kansas City	1
356	Binghamton University	1
359	University of Akron	1
428	Rosalind Franklin University of Medicine and Science	1
553	Cincinnati Children’s Hospital Medical Center	1
554	Macquarie University	1
794	Oberlin College	1
826	University of Manitoba	1
919	Alexandru Ioan Cuza University	1
935	Colby College	1
940	Wabash College	1
945	Wayne State University	1
946	McGill University	1
953	Wake Forest University	1
963	Baylor College of Medicine	1
996	Canisius College	1
1050	University of Trier	1
1063	Claude Bernard University Lyon 1	1
1071	University of Erlangen-Nuremberg	1
1092	University of Missouri, St. Louis	1
1111	Hofstra University	1
1255	Christopher Newport University	1
1272	University of Nicosia	1
1275	Slippery Rock University	1
1333	University of the Sciences	1
1336	Swarthmore College	1
1337	IE University	1
1354	Montana State University	1
1362	Earlham College	1
1369	Colorado College	1
1384	University of Arkansas	1
1389	University of Arkansas at Little Rock	1
1421	National Institute of Astrophysics, Optics and Electronics (INAOE)	1
1428	Memorial University	1
1453	University of Tampere	1
1489	Free University of Brussels	1
1490	Paul Valéry University, Montpellier 3	1
1511	Teesside University	1
1512	Oregon Health & Science University	1
1529	Weill Cornell Medicine	1
1548	St. Lawrence University	1
1557	University Paris 8	1
1609	University of Quebec at Trois-Rivieres	1
1683	Federal University of Parana	1
1711	Italian Hospital of Buenos Aires	1
1750	Omsk State Pedagogical University	1
1760	University of Angers	1
1774	Federal University of Rio Grande North	1
1779	Connecticut College	1
1816	Hangzhou Normal University	1
1833	Gustavus Adolphus College	1
1890	Free University of Berlin	1
1908	Old Dominion University	1
1950	University of Verona	1
1963	Tokyo Metropolitan University	1
1966	National University of Córdoba	1
2130	Max Planck Institute for Evolutionary Anthropology	1
2166	Washington State University	1
2167	University of Mons	1
2195	Clemson University	1
2197	Stockholm University	1
2199	University of Los Andes	1
2211	Duquesne University	1
2212	University of Tuebingen	1
2215	University of the Incarnate Word	1
2229	Boston Medical Center	1
2272	Association Italian Teachers Method Feldenkrais (AIIMF)	1
2273	Kutztown University of Pennsylvania	1
2275	Kobe University	1
2287	University of Goettingen	1
2318	University of Quebec in Outaouais	1
2395	Lynchburg College	1
2418	Children's Hospital of Philadelphia (CHOP)	1
2493	Carleton University	1
2553	INSERM	1
2577	Trent University	1
2616	London South Bank University	1
2639	Farmingdale State College	1
2645	Michigan Technological University	1
2681	California Polytechnic State University, San Luis Obispo	1
2683	University of South Dakota	1
2703	Virginia Military Institute	1
2716	Humboldt State University	1
2732	Marshall University	1
2748	Pomona College	1
2753	California State University, Sacramento	1
2754	Australian Catholic University	1
2778	Catholic University of Portugal	1
2795	Edogawa University	1
2811	University of Algarve	1
2827	Roosevelt University	1
2845	University of the Republic	1
2860	Saarland University	1
2888	University of Leeds	1
2905	Eastern Michigan University	1
2916	Children’s Mercy Kansas City	1
2939	Lock Haven University	1
2952	Koc University	1
2959	University of California, San Francisco	1
2978	London School of Economics and Political Science	1
3000	Adam Mickiewicz University	1
3011	Southern New Hampshire University	1
3071	Westmont College	1
3072	Copenhagen Business School	1
3190	Sam Houston State University	1
3282	Thompson Rivers University	1
3283	Aalto University	1
3325	University Saint Anne	1
3337	Banja Luka University	1
3368	DePaul University	1
3389	New College of Florida	1
3421	Adelphi University	1
3436	General Hospital of Mexico	1
3445	Amsterdam UMC	1
3460	University of Campinas	1
3482	National Taipei University of Technology	1
3487	University of Warsaw	1
3497	University of Toledo	1
3528	University of Muenster	1
3569	Kyushu University	1
3573	Kumamoto University	1
3577	Worcester Polytechnic Institute	1
3587	University of Nantes	1
3594	University Putra Malaysia	1
3615	National University of La Plata	1
3634	Trinity College Dublin	1
3641	Baruch College, CUNY	1
3692	Randolph-Macon College	1
3722	King's University College at the University of Western Ontario	1
3729	University of San Francisco	1
3730	Mercy College	1
3793	Macalester College	1
3805	University of Regina	1
3821	University of Magdeburg	1
3857	Pontifical Catholic University of Rio Grande do Sul	1
3865	University of Turku	1
3892	University of Konstanz	1
3893	Metropolitan State University of Denver	1
3933	New School University	1
3948	University of Guadalajara	1
3950	Federal University of Minas Gerais	1
4017	University of Memphis	1
4028	College of Idaho	1
4074	University of L'Aquila	1
4271	Kansas State University	1
4315	University of Belgrade	1
4443	Medical University of South Carolina	1
4461	National Acoustic Laboratories	1
4498	Gordon College	1
4524	University of Neuchatel	1
4551	Trinity University	1
4562	Hunter New England Health	1
4570	Federal University of Paraiba	1
4608	College at Brockport, SUNY	1
4625	Politehnica University of Bucharest	1
4681	Amsterdam University College	1
4684	Hampshire College	1
4709	Reed College	1
4710	Emirates College for Advanced Education	1
4734	Yeshiva University	1
4803	Central Michigan University	1
4890	Australian National University	1
4891	Okayama University	1
4897	Missouri State University	1
4920	Saint Vincent College	1
4932	Truman State University	1
4953	Dickinson College	1
4961	Duke Kunshan University	1
4965	Anna Maria College	1
4968	Misericordia University	1
4990	Augsburg University	1
4993	Strategic Education Research Partnership (SERP) Institute	1
4997	Georgia College & State University	1
5042	Loyola University Maryland	1
5069	University of Brest	1
5070	University of Wisconsin, Stout	1
5086	Central New Mexico College	1
5101	Spokane Community College	1
5103	Union College	1
5129	Colombian School of Engineering Julio Garavito	1
5156	University of Wisconsin, Parkside	1
5159	Longwood University	1
5176	Drew University	1
5208	Sidra Medicine	1
5211	Pablo de Olavide University, Seville	1
5236	James Madison University	1
5237	PES University	1
5257	Maryville University	1
5280	Utah State University	1
5286	Indiana University, South Bend	1
5297	Mercer University	1
5315	Saint Joseph's University	1
5331	Drexel University	1
5359	Columbus State University	1
5393	Methodist University	1
5398	High Point University	1
5399	Brevard College	1
5401	King's College London	1
5410	Federal University of Santa Catarina	1
5420	Massachusetts General Hospital	1
5423	California Institute of Integral Studies	1
5468	Keimyung University	1
5540	Hospital for Sick Children (SickKids)	1
5544	Pamukkale University	1
5550	Portland State University	1
5578	Muhlenberg College	1
5582	Dominican College	1
5586	Dalton State College	1
5588	Spring Hill College	1
5589	Spelman College	1
5595	University of Massachusetts, Dartmouth	1
5672	SUNY College at Old Westbury	1
5673	Middle Tennessee State University	1
5674	Osaka City University, Graduate School of Medicine	1
5703	Ohio State University, Lima	1
5706	Pennsylvania State University, Brandywine	1
5707	Pennsylvania State University, Applied Research Laboratory	1
5708	Pennsylvania State University, Abington	1
5720	Assumption College	1
5722	Haverford College	1
5731	MGH Institute of Health Professions	1
5734	Carroll University	1
5763	Robert Bosch Hospital	1
5764	Western Oregon University	1
5775	University of North Carolina, Charlotte	1
5787	Presbyterian College	1
5788	University of Colorado, Denver	1
5829	Marywood University	1
5848	Rowan University	1
5855	Emerson College	1
6027	Augustana College	1
6066	University of Osnabrueck	1
6165	Rutgers University, Camden	1
6166	University of Pecs	1
6179	Meritorious Autonomous University of Puebla	1
6202	Saint Anselm College	1
6238	Bielefeld University	1
6291	South China University of Technology	1
6395	University of Louisiana, Monroe	1
6492	Elon University	1
6540	University of Zaragoza	1
6740	University of Applied Sciences, Potsdam	1
6760	Amrita Vishwa Vidyapeetham	1
6801	Indiana University, Purdue University Indianapolis	1
6822	National School of Engineers of Carthage (ENICarthage)	1
6865	Athens State University	1
6934	Borough of Manhattan Community College, CUNY	1
6945	Avila University	1
6952	University of Bologna	1
6959	Taif University	1
6969	University of Strathclyde	1
7061	University of Antwerp	1
7068	University of Nebraska, Omaha	1
7087	Iowa State University	1
7108	Ohio Dominican University	1
7121	Queen's University, Belfast	1
7144	St. Olaf College	1
7158	University of Montreal	1
7197	Anglia Ruskin University	1
7199	Arctic University of Norway	1
7357	University of Chester	1
7371	University of Girona	1
7373	National Institute for Basic Biology	1
7378	Palo Alto University	1
7387	Jissen Women's University	1
7390	University of Texas at Tyler	1
7595	American University of Beirut	1
7600	Bar-Ilan University	1
7602	University of Tehran	1
7646	Sri Lanka Institute of Information Technology	1
7649	Clarkson University	1
7660	Pontifical Catholic University of Rio de Janeiro	1
7673	Worcester State University	1
7674	University of Applied Sciences, Jena	1
7692	Wofford College	1
7723	University of Northern Colorado	1
7799	Wheaton College	1
7811	Weber State University	1
7812	California Lutheran University	1
7855	Northeastern Illinois University	1
7869	Rollins College	1
7879	Ripon College	1
7911	Maastricht University	1
8087	California State University, Fresno	1
8094	Kessler Foundation	1
8152	University of Mosul	1
8164	Royal Holloway University of London	1
8175	University of Paris, Saclay	1
8274	Tokyo Institute of Technology	1
8284	Gustave Eiffel University	1
8310	Milwaukee School of Engineering	1
8329	Al-Farabi Kazakh National University	1
8336	Chiba University	1
8365	The University of Texas Health Science Center at Houston	1
8367	La Trobe University	1
8384	Bournemouth University	1
8427	University of Waikato	1
8580	Sreenidhi Institute of Science and Technology	1
8596	Max Planck Institute for Biological Cybernetics	1
8673	Pontifical Catholic University of Goias	1
8707	San Francisco de Quito University	1
8712	Vishwakarma Institute of Information Technology	1
8777	California State University, Los Angeles	1
8875	University of Bern	1
8920	Wageningen University & Research	1
8951	Western Kentucky University	1
8955	University of South Carolina, Aiken	1
8965	Vassar College	1
9141	Fujita Health University	1
9154	Southwestern University	1
9159	Rush University	1
9200	Gifu University	1
9202	Sabanci University	1
9234	University Mannheim	1
9251	Edge Hill University	1
9286	University of Central Lancashire	1
9312	Cognition and Learning Research Center (CeRCA)	1
9320	Mansoura University	1
9340	University of Almeria	1
9352	University of Nottingham, Malaysia	1
9418	Keene State College	1
9474	Indiana University, Purdue University Columbus	1
9566	University of Massachusetts, Lowell	1
9628	University of Prince Edward Island	1
9650	Avinashilingam University for Women	1
9687	University of Derby	1
9688	University of Michigan, Dearborn	1
9693	Uskudar University	1
9694	Sookmyung Women's University	1
9715	Royal United Hospitals, Bath	1
9730	Louisiana State University	1
9853	Wits Health Consortium	1
9881	Cleveland State University	1
9900	Shenyang Normal University	1
9912	Federal University Juiz de Fora	1
9949	Chukyo University	1
9950	University of Atacama	1
9987	Rhodes University	1
9999	Winston-Salem State University	1
10005	Russell Sage College	1
10069	California State University, Channel Islands	1
10082	Duke University, School of Medicine	1
10145	University of Detroit Mercy	1
10341	University of Technology Sarawak	1
10384	University of Poitiers	1
10387	Ashland University	1
10407	Stockton University	1
10453	University of Aberdeen	1
10455	University of Bamberg	1
10472	Laval University	1
10508	The Pennsylvania State University, Shenango	1
10509	Lebanon Valley College	1
10556	Eckerd College	1
10561	Ohio University	1
10568	Public University of Navarre	1
10579	University of Cologne	1
10601	University of Kassel	1
10603	Institute of Systems and Robotics, University of Coimbra	1
10683	Southern Methodist University	1
10716	IRCCS Eugenio Medea	1
10783	Wilmington College	1
10905	University of Tennessee Health Science Center	1
10945	Moravian University	1
11043	Swansea University	1
11056	Vaud University Hospital Center (CHUV)	1
11061	University of New Orleans	1
11094	Huntington University	1
11116	Roger Williams University	1
11171	Minerva University	1
11173	City, University of London	1
11248	Center for Medical Education and Clinical Research (CEMIC)	1
11378	Northeast Ohio Medical University	1
11414	Frankfurt Institute for Advanced Studies	1
11483	Claremont Graduate University	1
11490	Dublin City University	1
11522	Sant Joan de Déu Hospital, Barcelona	1
11523	Harvard Medical School	1
11587	Bejing Normal University, Zhuhai	1
11589	Southern Cross University	1
11620	The University of Texas at El Paso	1
11621	University of Surrey	1
11659	Saint Francis University	1
11660	University of Akureyri	1
11688	University of Hertfordshire	1
11798	Augustana University	1
11807	West Liberty University	1
11826	Occidental College	1
11829	University of Kansas	1
11970	Soonchunhyang University	1
12028	University of Winnipeg	1
12080	Chosun University	1
12134	The Education University of Hong Kong	1
12151	University of Chile	1
12204	National Institute of Advanced Industrial Science and Technology (AIST)	1
12241	Mount Saint Mary's University	1
12292	Quinnipiac University	1
12471	University of Innsbruck	1
12494	Ocean University of China	1
12495	Stevens Institute of Technology	1
12497	ShanghaiTech University	1
12507	University of Udine	1
12508	National Institute for Research in Digital Science and Technology (INRIA)	1
12546	Vilnius University	1
12607	North Park University	1
12624	Indian Institute of Technology Bombay	1
12682	Agency for Science, Technology and Research (A*STAR)	1
12716	Singapore Institute of Technology	1
12717	Aalborg University	1
13723	The Institute of Physical and Chemical Research (RIKEN)	1
20484	Buffalo State University	1
22535	University of Maryland, Eastern Shore	1
22583	Australian College of Applied Professions	1
22717	Symbiosis International University	1
22767	University of Basel	1
22774	University of Vermont	1
22830	Zhejiang University	1
22854	Beijing Normal University	1
22859	Tsinghua University	1
22861	University of the Balearic Islands	1
22880	University of Texas at San Antonio	1
22916	Stellenbosch University	1
23006	Lawrence University	1
23033	University Medical Center Groningen	1
23168	Alverno College	1
175	Albert Einstein College of Medicine	0
212	Tufts University	0
1368	Rhodes College	0
1678	University of North Carolina, Asheville	0
1692	University of Wisconsin, Whitewater	0
1893	Hong Kong University of Science and Technology	0
1980	University of the Pacific	0
2267	Chatham University	0
2402	University of Wisconsin, Oshkosh	0
2813	Federal University of Alagoas	0
2873	Carlos Albizu University, San Juan	0
3265	State University of New York at Fredonia	0
3444	University of Wisconsin, Milwaukee	0
3665	Bethel College	0
3771	Hartwick College	0
4504	Bundeswehr University Munich	0
5235	College of Southern Nevada	0
5258	University of Baltimore	0
5300	MedStar Health Research Institute	0
5327	Viterbo University	0
5543	Keil University	0
5562	New University of Lisbon	0
5705	Pennsylvania State University, Worthington-Scranton	0
6679	Birmingham-Southern College	0
7428	MEF University	0
7615	Brigham Young University, Idaho	0
7734	Leiden University Medical Center	0
9342	ICESI University	0
10164	University of Arkansas for Medical Sciences	0
11395	Bates College	0

Investigators

Load the database of investigators and select non-duplicate entries.

# tar_load(invest_df, store = "../_targets/")
invest_df <- readr::read_csv(paste0(here::here(), '/src/csv/all-ais.csv'),               show_col_types = FALSE)

invest_df <- dplyr::distinct(invest_df)

All

ggplot2::ggplot(invest_df) +
  ggplot2::aes(n_affils) +
  ggplot2::geom_histogram(bins = 20)

invest_df |>
  dplyr::arrange(desc(n_affils)) |>
  dplyr::select(ai_id, ai_last, ai_first, ai_affiliation, n_affils) |>
  kableExtra::kable(format = 'html') |>
  kableExtra::kable_styling() |>
  kableExtra::scroll_box(width = "100%", height = "300px")

ai_id	ai_last	ai_first	ai_affiliation	n_affils
3044	Cabrera	Natasha	University of Maryland College Park	54
5	Adolph	Karen	New York University	49
5	Adolph	Karen	New York University	49
3110	Reich	Stephanie	University of California, Irvine	49
2382	Berger	Sarah E	College of Staten Island, CUNY	30
538	Oakes	Lisa	UC Davis	30
650	Casasola	Marianella	Cornell University	26
5032	Richert	Rebekah	University of California, Riverside	24
1913	Kucker	Sarah	Southern Methodist University	22
1913	Kucker	Sarah	Southern Methodist University	22
697	Demir-Lira	O. Ece	University of Iowa	20
104	Barr	Rachel	Georgetown University	18
6754	Wang	Jenny	Rutgers University	17
82	LoBue	Vanessa	Rutgers University	16
70	Messinger	Daniel	University of Miami	16
1197	Jirout	Jamie	University of Virginia	16
10208	Cross Francis	Dionne	University of North Carolina at Chapel Hill	15
531	Goldstein	Thalia R.	George Mason University	14
96	Perez-Edgar	Koraly	The Pennsylvania State University	13
4945	Lombardi	Doug	University of Maryland	13
2945	Palmquist	Carolyn	Amherst College	11
11	Tamis-LeMonda	Catherine	New York University	10
1256	Frank	Jennifer	The Pennsylvania State University	10
725	Gunderson	Elizabeth	Indiana University	10
8101	Wilson	Rujuta	University of California, Los Angeles	10
1612	Corriveau	Kathleen	Boston University	9
6	Gilmore	Rick O.	The Pennsylvania State University	8
2708	Libertus	Melissa	University of Pittsburgh	8
126	Fausey	Caitlin M.	University of Oregon	8
6	Gilmore	Rick O.	The Pennsylvania State University	8
993	Claxton	Laura	Purdue	8
7537	Zhao	Xin (Alice)	East China Normal University	8
376	Bahrick	Lorraine E.	Florida International University	7
1974	Perry	Lynn	University of Miami	6
99	Frick	Janet	University of Georgia	6
412	Hoch	Justine	Vanderbilt University	6
13667	Frank	Robert	Yale University	6
334	Iverson	Jana	Boston University	6
32	Karasik	Lana	CUNY	6
334	Iverson	Jana	Boston University	6
298	Yoshida	Hanako	University of Houston	6
7545	Amin	Tamer	American University of Beirut	6
9065	Sung	Jihyun	Sungkyunkwan University	6
277	Rhodes	Marjorie	New York University	5
244	Woodward	Amanda	University of Chicago	5
101	Lockman	Jeff	Tulane University	5
1526	Ossmy	Ori	Birkbeck, University of London	5
258	Frank	Michael C.	Stanford University	5
5783	Lucca	Kelsey	Arizona State University	5
7159	Saxe	Rebecca	MIT	5
8771	Sandhofer	Catherine	UCLA	5
998	Lee	Mei-Hua	Michigan State University	5
1371	Lew-Williams	Casey	Princeton University	5
2176	Harbourne	Regina	Duquesne University	5
11783	Fouhey	David	New York University	4
249	Buss	Kristin A	The Pennsylvania State University	4
1117	Jaswal	Vikram	University of Virginia	4
5837	He	Minxuan	University of Maryland, College Park	4
1515	Srinivasan	Mahesh	UC Berkeley	4
798	Cordes	Sara	Boston College	4
3517	Curenton	Stephanie Michelle	Boston University	4
5539	Bauer	Patricia	Emory University	4
596	Heathcock	Jill	Ohio State University	4
1285	Wang	Su-hua	University of California, Santa Cruz	4
314	Blumberg	Mark	University of Iowa	4
1040	Gros-Louis	Julie Jeannette	University of Iowa	4
2738	Cirelli	Laura	University of Toronto Mississauga	4
2658	Hunnius	Sabine	Radboud University	4
1382	Walle	Eric A	University of California, Merced	4
7679	Dautel	Jocelyn	Queen's University, Belfast	4
11748	Tian	Jing	Fordham University	4
5837	He	Minxuan	University of Maryland, College Park	4
12465	Wang	Qian	ShanghaiTech University	4
9278	Matarić	Maja	University of Southern California	3
8676	Therrien	William	NA	3
161	Smith	Linda B.	Indiana University	3
329	Goldin-Meadow	Susan	University of Chicago	3
10264	Abney	Drew	University of Georgia	3
5168	Bailey	Janelle	Temple University	3
1228	Marshall	Peter	Temple University	3
61	Bergelson	Elika	Harvard University	3
5475	Gweon	Hyowon	Stanford University	3
7030	Kennedy	Monroe	Stanford University	3
3310	Benitez	Viridiana L.	Arizona State University	3
5908	Doebel	Sabine	George Mason University	3
61	Bergelson	Elika	Harvard University	3
7039	Tenenbaum	Joshua	MIT	3
6239	Lord	Catherine	University of California, Los Angeles	3
3225	Cole	Renee	University of Iowa	3
1699	Noles	Nicholaus	University of Louisville	3
3974	Spencer	Rebecca	University of Massachusetts, Amherst	3
11881	Johnson	Kevin	University of Pennsylvania	3
562	Weisberg	Deena Skolnick	Villanova University	3
4605	Froemke	Robert	NYU School of Medicine	3
562	Weisberg	Deena Skolnick	Villanova University	3
6232	Mills	Candice	The University of Texas at Dallas	3
2653	Scott	Lisa	University of Florida	3
1216	Goksun	Tilbe	Koc University - Turkey	3
600	West	Kelsey Louise	University of Alabama	3
12488	Scerif	Gaia	University of Oxford	3
2624	McMillan	Brianna	Smith College	3
10004	Tenenbaum	Elena	Duke University Medical Center	3
4685	Arunachalam	Sudha	New York University	2
2953	Lake	Brenden	New York University	2
11051	Pinto	Lerrel	New York University	2
252	Scherf	Kathryn Suzanne	The Pennsylvania State University	2
255	Dusing	Stacey	University of Southern California	2
120	Yu	Chen	Indiana University	2
585	Legare	Cristine	The University of Texas at Austin	2
120	Yu	Chen	Indiana University	2
3731	de Barbaro	Kaya	The University of Texas at Austin	2
9560	Bian	Lin	University of Chicago	2
11290	Suskind	Dana	TMW Center for Early Learning + Public Health, University of Chicago	2
9033	Panneton	Robin	Virginia Tech	2
118	Needham	Amy	Vanderbilt University	2
8179	Turk-Browne	Nicholas	Yale University	2
1826	Lidz	Jeffrey	University of Maryland	2
6714	Abrahamson	Dor	University of California Berkeley	2
14	Franchak	John	University of California, Riverside	2
546	Hirsh-Pasek	Kathy	Temple University	2
7115	Stepp	Stephanie	University of Pittsburgh	2
8292	Obradovic	Jelena	Stanford University	2
729	Brooks	Patricia	College of Staten Island and the Graduate Center, CUNY	2
4071	McAuliffe	Katherine	Boston College	2
7742	Betke	Margrit	Boston University	2
610	Gill	Simone	Boston University	2
22658	Fusi	Stefano	Columbia University	2
6597	Asada	Harry	Massachusetts Institute of Technology	2
20	Gordon	Peter	Teachers College, Columbia University	2
11175	Cingel	Drew	University of California, Davis	2
1469	Graf Estes	Katharine	University of California, Davis	2
477	Warlaumont	Anne	University of California, Los Angeles	2
10542	Houston	Derek	University of Connecticut	2
2073	Ross-Sheehy	Shannon	University of Tennessee	2
5894	Starr	Ariel	University of Washington	2
4881	Lindskog	Marcus	Uppsala University	2
2089	Nicolopoulou	Ageliki	Lehigh University	2
4743	Todorovic	Sinisa	Oregon State University	2
1359	Severson	Rachel Louise	University of Montana	2
2095	Sullivan	Jessica	Skidmore College	2
591	Prosser	Laura	The Children's Hospital of Philadelphia/University of Pennsylvania	2
384	Lee	Do Kyeong	California State University Fullerton	2
530	Hopkins	Emily	University of Scranton	2
2908	Lahlou	Saadi	London School of Economics and Political Science	2
10895	Girolamo	Teresa	San Diego State University	2
3743	Ng	Florrie Fei-Yin	The Chinese University of Hong Kong	2
11557	Roth	Guy	Ben-Gurion university	2
6450	Miller	Stephanie	University of Mississippi	2
8639	Dutta	Tilak	University Health Network	2
12175	Moriguchi	Yusuke	Kyoto University	2
23031	Cangelosi	Angelo	University of Manchester, UK	2
9526	Nelson	Nicole L	University of Adelaide	2
10462	Bican	Rachel	Ohio University	2
10826	Kita	Sotaro	University of Warwick	2
11195	Triesch	Jochen	Goethe University Frankfurt	2
11560	Ward	Nigel	University of Texas at El Paso	2
4624	Spencer	Trina D	University of Kansas	2
9752	Brito	Natalie	New York University	1
22787	Cournane	Ailis	New York University	1
3017	Dillon	Moira	New York University	1
7136	Ren	Mengye	New York University	1
9203	Ripolles	Pablo	New York University	1
2240	Yoshikawa	Hirokazu	New York University	1
7133	Ritter	Frank	The Pennsylvania State University	1
22930	Vescio	Theresa	The Pennsylvania State University	1
245	Wilkinson	Krista	The Pennsylvania State University	1
327	Alibali	Martha W.	University of Wisconsin - Madison	1
1021	Kirkorian	Heather	University of Wisconsin-Madison	1
3038	Shutts	Kristin	UW-Madison	1
11727	Davies	Patrick	NA	1
22597	Kanan	Christopher	University of Rochester	1
10248	Kretch	Kari	University of Southern California	1
9580	Morales	Santiago	University of Southern California	1
12399	Breslin	Paul	Rutgers University	1
2125	Simpson	Elizabeth Ann	University of Miami	1
2536	Fyfe	Emily Ruth	Indiana University	1
11613	Champagne	Frances	University of Texas at Austin	1
8589	Xiao	Gabriel	McMaster University	1
1160	Markant	Julie	Tulane University	1
9600	Rowson	Steve	Virginia Tech	1
6703	Humphreys	Kathryn	Vanderbilt University	1
73	Aslin	Richard	Yale University	1
594	Beier	Jonathan	University of Maryland	1
333	Fox	Nathan	University of Maryland	1
635	Newman	Rochelle	University of Maryland	1
11460	Riggins	Tracy	University of Maryland	1
12597	Burr	Sabrina Michelle	University of Sheffield	1
2921	Xu	Fei	UC Berkeley	1
11824	Gervain	Judit	CNRS	1
12374	Testolin	Alberto	University of Padova	1
22616	Peldschus	Steffen	LMU University of Munich	1
10148	Schuwerk	Tobias	Ludwig-Maximilians-Universität München	1
12146	Hawkins	Robert	Stanford University	1
4420	Berteletti	Ilaria	Gallaudet University	1
4626	Miele	David	Boston College	1
22541	Gong	Boqing	Boston University	1
11027	Dumitriu	Dani	Columbia University	1
8297	Kragel	Philip	Emory University	1
2993	Stout	Dietrich	Emory University	1
10117	Pruden	Shannon	Florida International University	1
2173	Bonawitz	Elizabeth	Harvard University	1
2347	Rowe	Meredith	Harvard University	1
12334	Isik	Leyla	Johns Hopkins University	1
8025	Landau	Barbara	Johns Hopkins University	1
1398	Schulz	Laura	MIT	1
9133	Senier	Laura	Northeastern University	1
275	Waxman	Sandy	Northwestern University	1
904	Baron	Andrew	University of British Columbia	1
1365	Emberson	Lauren	University of British Columbia	1
2525	Hamlin	Kiley	University of British Columbia	1
482	Todd	Andrew	University of California, Davis	1
22640	Lu	Hongjing	University of California Los Angeles	1
4185	Hwang	Hyesung Grace	University of California Santa Cruz	1
681	Cook	Susan Wagner	University of Iowa	1
761	Strathearn	Lane	University of Iowa	1
357	Mandalaywala	Tara	University of Massachusetts Amherst	1
6821	Pickron	Charisse	University of Minnesota	1
6150	Sommerville	Jessica	University of Toronto	1
1286	Markson	Lori	Washington University	1
1666	Colunga	Eliana	University of Colorado Boulder	1
331	Brandone	Amanda	Lehigh University	1
559	Dunphy-Lelii	Sarah	Bard College	1
518	Soderstrom	Melanie	University of Manitoba	1
5325	Frankenhuis	Willem	Utrecht University	1
3737	Swingley	Daniel	University of Pennsylvania	1
3985	Hassinger-Das	Brenna	Pace University	1
5598	Boor	Brandon	Purdue University	1
8907	Laskin	Alexander	Purdue University	1
23082	Pitt	Kevin	University of Nebraska-Lincoln	1
5292	Insel	Nathan	University of Montana	1
1413	Fiser	Jozsef	Central European University	1
11295	Ramirez Villarin	Lorraine	University of North Georgia	1
11348	Greene	Michelle	Barnard College	1
727	Thomason	Moriah	New York University Langone Health	1
4249	Bulgarelli	Federica	University at Buffalo	1
2591	Scott	Rose	University of California Merced	1
3766	Seyranian	Viviane	Cal Poly Pomona	1
11408	Arias-Trejo	Natalia	Universidad Nacional Autónoma de México (UNAM)	1
2077	Fusaro	Maria	San Jose State University	1
2182	Liberman	Zoe	University of California Santa Barbara	1
22933	Tung	James	University of Waterloo	1
1889	Nonaka	Tetsushi	Kobe University	1
2285	Sutherland	Clare	University of Western Australia	1
2322	Ciciolla	Lucia	Oklahoma State University	1
22571	Kuchirko	Yana	Brooklyn College	1
23134	Wayland	Ratree	Department of Linguistics, University of Florida	1
12328	Degnan	Kathryn	Catholic University of America, Department of Psychology, Developmental Psychology Program	1
11179	Cheke	Lucy Gaia	University of Cambridge	1
8573	Sparrey	Carolyn	Simon Fraser University	1
3062	Casillas	Marisa	Max Planck Institute for Psycholinguistics	1
11910	Doretto	Gianfranco	West Virginia University	1
22993	Nauta-Jansen	Lucres	Amsterdam University Medical center Amsterdam	1
1019	Suszek	Hubert	University of Warsaw	1
3603	Kose	Hatice	Istanbul Technical University	1
7678	Unal	Gozde	Istanbul Technical University	1
11482	Blashill	Aaron	San Diego State University	1
3812	Miller	Joan	New School University	1
3738	Laing	Catherine	University of York	1
7530	Yu	Yue	Centre for Research in Child Development, National Institute of Education, Nanyang Technological University	1
8799	Hsiao	Janet	University of Hong Kong	1
11189	Steedman	Mark	University of Edinburgh	1
11656	Wilcox	Teresa	Florida Atlantic University	1
5014	Burdett	Emily	University of Nottingham	1
5234	Jordan	Kerry	Utah State University	1
5276	Ayaz	Hasan	Drexel University	1
4830	Hadjikhani	Nouchine	Harvard University	1
8439	Della Porta	Sandra	Brock University	1
6067	Mondloch	Catherine	Brock University	1
9376	Atyabi	Adham	University of Colorado Colorado Springs	1
3714	Nava	Elena	University of Milano-Bicocca	1
6700	Palmerini	Luca	University of Bologna	1
7006	Bayet	Laurie	American University	1
10313	Wang	Tien-Ni	National Taiwan University	1
7694	Pronovost	Megan	California State University, Fresno	1
8098	Dragicevic	Pierre	Université Paris-Saclay	1
10167	Tsuji	Sho	The University of Tokyo	1
8558	Schulz	Eric	Max Planck Insititute for Biological Cybernetics	1
8123	Camps	Guido	Wageningen University & Research	1
3750	Furman	Reyhan	University of Central Lancashire	1
9176	Estévez	Angeles F.	University of Almeria (Spain)	1
10990	Brady	Nuala	University College Dublin	1
11833	Waller	Bridget	Nottingham Trent University	1
8722	Su	Yanjie	Peking University	1
10805	Rosen	Maya	Smith College	1
10090	Chen	Eva E	National Tsing Hua University	1
10385	Girgis	Helana	Stockton University	1
10471	Galar	Mikel	Public University of Navarre	1
11261	Mikeska	Jamie	Educational Testing Service	1
11222	Lipina	Sebastian	Applied Neurobiology Unit	1
11894	Ginzburg	Jonathan	Université Paris Cité	1
11023	Farran	Emily	University of Surrey, UK	1
11684	Shevchenko	Jennifer	NA	1
12047	Lam	Chun Bun	The Education University of Hong Kong	1
12387	Camodeca	Marina	University of Udine	1
1261	Oudeyer	Pierre-Yves	Inria, France	1
12156	Zhang	Mengmi	A*STAR and NTU	1
19807	Kitamura	Haruka	Australian College of Applied Professions	1
22733	Dye	Deanna	Idaho State University	1
22864	Hojeij	Zeina	Zayed University	1
23056	Willenbrink	Jessica	Alverno College	1
22835	Balcetis	Emily	New York University	0
1834	Besser	Howard	NYU	0
1254	Blair	Clancy	New York University	0
22879	Blanco-Elorrieta	Esti	New York University	0
4790	Bloom	Stacie	New York University	0
2355	Cheung	Olivia	New York University Abu Dhabi	0
8726	Gao	Chen	New York University	0
2782	Gennetian	Lisa	New York University	0
9816	Grigos	Maria	New York University	0
6507	Howe	Tsu-Hsin	NA	0
1098	Hughes	Diane	New York University	0
3775	Ma	Jasmine	New York University	0
3854	Merry	Sally Engle	New York University	0
7	Millman	David	New York University	0
3802	Morris	Pamela	New York University	0
6640	OConnor	Erin	New York University	0
6517	Pargeter	Justin	New York University	0
5851	Picheny	Michael	NYU	0
3890	Sanes	Dan	New York University	0
2289	Schieffelin	Bambi B	New York University	0
6697	Schneider	David	New York University	0
2936	Shrout	Patrick E.	New York University	0
6869	Trainor	Audrey	New York University	0
2810	West	Tessa	NYU	0
1807	Berenbaum	Sheri	The Pennsylvania State University	0
4399	Bierman	Karen	The Pennsylvania State University	0
7298	Clair	Kevin	The Pennsylvania State University	0
7240	Ezray	Briana Danielle	The Pennsylvania State University	0
9348	Finke	Roger	Penn State University	0
3043	Liu	Yanxi	The Pennsylvania State University	0
1902	Marshall	Amy	The Pennsylvania State University	0
6474	Mattila	Anna	The Pennsylvania State University	0
847	Murphy	P. Karen	The Pennsylvania State University	0
8047	O'Sullivan	Deirdre	The Pennsylvania State University	0
7450	Oliver	Mary	The Pennsylvania State University	0
12467	Pearce	Alaina	The Pennsylvania State University	0
4658	Rajtmajer	Sarah	The Pennsylvania State University	0
9584	Schussler	Deborah	Penn State University	0
273	Wyble	Brad	The Pennsylvania State University	0
393	van Hell	Janet	The Pennsylvania State University	0
1102	Davidson	Richard	University of Wisconsin-Madison	0
9743	Greenberg	Julia	University of Wisconsin-Madison	0
2828	Kalish	Charles	University of Wisconsin-Madison	0
8306	Matthews	Percival	University of Wisconsin - Madison	0
1361	Pollak	Seth	University of Wisconsin-Madison	0
274	Saffran	Jenny	University of Wisconsin - Madison	0
1227	Simmering	Vanessa	University of Wisconsin - Madison	0
4648	Vlach	Haley	University of Wisconsin-Madison	0
7438	Ackerman	Joshua	University of Michigan	0
1509	Alter	George	University of Michigan	0
1694	Cortina	Kai	University of Michigan	0
306	Gelman	Susan	University of Michigan	0
1524	Lampert	Magdalene	Professor Emeritus, University of Michigan and Coordinator of Design, Development, and Documentation, Boston Plan for Excellence	0
2985	Levenstein	Margaret	ICPSR	0
4740	Richardson	James	University of Michigan	0
2820	Tardif	Twila	University of Michigan	0
1069	Ulrich	Dale	University of Michigan School of Kinesiology	0
1540	Wellman	Henry	University of Michigan	0
1619	Elenbaas	Laura	University of Rochester	0
6104	Heck	Isobel Azani	University of Rochester	0
6829	Rosengren	Karl	University of Rochester	0
5264	Sturge-Apple	Melissa	University of Rochester	0
10322	Tadin	Duje	University of Rochester	0
657	Adamson	Lauren	Georgia State University	0
369	Bakeman	Roger	Georgia State University	0
10806	Phelps	Chavez	NA	0
9383	Roach	Andrew	Georgia State University	0
1269	Tully	Erin	Georgia State University	0
7166	Brault	John	University of Southern California	0
22923	Butera	Christiana	University of Southern California	0
2817	Kesselman	Carl	University of Southern California	0
7100	Mintz	Toben	University of Southern California	0
9020	Saxbe	Darby	University of Southern California	0
2807	Smith	Beth	University of Southern California	0
11776	Soleymani	Mohammad	University of Southern California	0
5945	Behrmann	Marlene	Carnegie Mellon University	0
1628	Carver	Sharon M.	Carnegie Mellon University Children's School	0
257	Fisher	Anna	Carnegie Mellon University	0
315	MacWhinney	Brian	Carnegie Mellon University	0
10940	Vales	Catarina	Carnegie Mellon University	0
3037	Yurovsky	Daniel	Carnegie Mellon University	0
4732	Carcea	Ioana	Rutgers BHI	0
1414	Rivera	Luis M.	Rutgers, Newark	0
5287	Rosenberg-Lee	Miriam	Rutgers University	0
1339	Shafto	Patrick	Rutgers University - Newark	0
4363	Tricomi	Elizabeth	Rutgers University - Newark	0
6972	Hepburn	Alexa	Rutgers University	0
6536	Mikesell	Lisa	Rutgers University	0
6973	Potter	Jonathan	Rutgers, The State University of New Jersey	0
4481	Syrett	Kristen	Rutgers University - New Brunswick	0
12324	Cai	Mingbo	University of Miami	0
908	Allen	Joseph	University of Virginia	0
1326	Connelly	Jessica	University of Virginia	0
264	DeLoache	Judy	University of Virginia	0
8571	Doryab	Afsaneh	University of Virginia	0
1521	Grossmann	Tobias	University of Virginia	0
318	Lillard	Angeline	University of Virginia	0
67	Nosek	Brian	University of Virginia	0
2735	Vaish	Amrisha	University of Virginia	0
10519	Bent	Tessa	Indiana University	0
294	Bertenthal	Bennett I.	Indiana University	0
4850	Diekman	Amanda	Indiana University	0
1375	James	Karin	Indiana University	0
11258	Park Rogers	Meredith	Indiana University	0
22935	Tiganj	Zoran	Indiana University	0
8231	Wood	Samantha	Indiana University Bloomington	0
10047	Talbott	Elizabeth	William & Mary	0
60	Vishton	Peter	College of William and Mary	0
7040	Arredondo	Maria	University of Texas at Austin	0
1825	Bigler	Rebecca	University of Texas at Austin	0
9611	Gilden	David	University of Texas at Austin	0
8844	Jabbar	Huriya	University of Texas at Austin	0
11001	Ong	Desmond	The University of Texas at Austin	0
10972	Pestilli	Franco	The University of Texas	0
9564	Preston	Alison	The University of Texas at Austin	0
11964	Schmitt	Mary Beth	University of Texas at Austin	0
80	Shapiro	Liza	University of Texas at Austin	0
4415	Tillman	Katharine	The University of Texas at Austin	0
1133	Woolley	Jacqueline	University of Texas	0
8236	Hall	Geoffrey	McMaster University	0
124	Lewis	Terri L.	McMaster University	0
354	Maurer	Daphne	McMaster University	0
7322	Trainor	Laurel	McMaster University	0
328	Brentari	Diane	Linguistics Department, University of Chicago	0
3764	Decety	Jean	University of Chicago	0
12053	Levine	Susan	University of Chicago	0
1083	Norman	Greg	University of Chicago	0
2640	Schreiber	Michael D.	University of Chicago	0
6733	Yang	Fan	The University of Chicago	0
12403	Fausto-Sterling	Anne	Brown University	0
5888	Feiman	Roman	Brown University	0
5998	Pavlick	Ellie	Brown University	0
544	Serre	Thomas	Brown university	0
111	Sobel	David	Brown University	0
9817	Chae	David	Tulane University	0
1911	Drury	Stacy	Tulane	0
1300	O'Brien	Laurie	Tulane University	0
4794	Scheeringa	Michael	Tulane University School of Medicine	0
5830	Corpuz	Randy	UMass Boston	0
12196	Eisenkraft	Arthur	University of Massachusetts, Boston	0
102	Kaldy	Zsuzsa	University of Massachusetts, Boston	0
2962	Shukla	Mohinish	University of Massachusetts Boston	0
7890	Tronick	Ed	University of Massachusetts Boston	0
669	Bell	Martha Ann	Virginia Tech	0
5348	Choi	Koeun	Virginia Polytechnic Institute and State University	0
5979	Howell	Brittany	Fralin Biomedical Research Institute at Virginia Tech Carilion	0
8282	Lee	Tae-Ho	Virginia Tech	0
10731	Ehrlich	Katherine	University of Georgia	0
10956	Ravindran	Niyantri	University of Georgia	0
12088	Benton	Deon	Vanderbilt University	0
1977	Booth	Amy	Vanderbilt University	0
752	Fazio	Lisa	Vanderbilt University	0
3688	Jones	Robin	Vanderbilt University Medical Center	0
9413	Kunda	Maithilee	Vanderbilt University	0
3267	Noland	Julia	Vanderbilt University	0
8224	Osina	Maria	Vanderbilt University	0
1972	Troseth	Georgene Lynn	Vanderbilt University	0
12278	Vinci-Booher	Sophia	Vanderbilt University	0
1280	Brooker	Rebecca Jo	Texas A&M University	0
3899	Bailey	Craig	Yale University	0
7628	Deng	Jun	Yale University	0
324	Dunham	Yarrow	Yale University	0
3169	Gee	Dylan	Yale University	0
2118	Lewkowicz	David	Yale University	0
133	Wynn	Karen	Yale University	0
8564	Yildirim	Ilker	Yale University	0
12605	Coyne	Sarah	Brigham Young University	0
2620	Herrera	Carol	Brigham Young University	0
2629	Jarvis	Tyler	Brigham Young University	0
4154	Lundwall	Rebecca A.	Brigham Young University	0
11844	Reschke	Peter	BYU	0
3951	Sansom	Rebecca Louise	Brigham Young University	0
4640	Fernandez	Victor	Georgetown University	0
5623	Getz	Heidi	Georgetown University	0
433	Marsh	Abigail	Georgetown University	0
1841	Bolger	Donald J.	University of Maryland College Park	0
129	Butler	Lucas P.	University of Maryland	0
21666	Gard	Arianna	University of Maryland, College Park	0
4721	Kiemel	Tim	University of Maryland	0
1611	Killen	Melanie	University of Maryland	0
22794	McGrew	Sarah	University of Maryland	0
8611	Mix	Kelly	University of Maryland	0
601	Ramani	Geetha	University of Maryland	0
1811	Ratner	Nan	University of Maryland	0
3395	Redcay	Elizabeth	University of Maryland	0
514	Rubin	Kenneth H	University of Maryland	0
490	Shackman	Alex	University of Maryland	0
1819	Wang	Cixin	UMD	0
6784	Chakrabarti	Bhismadev	University of Reading	0
2344	Dodd	Helen	University of Reading	0
2843	Murray	Lynne	Reading, UK	0
8199	Gopnik	Alison	University Of California at Berkeley	0
9951	Krakowski	Ariel	University of California, Berkeley Lawrence Hall of Science	0
8884	Cheung	Cecilia	University of California Riverside	0
2932	Davis	Elizabeth	University of California, Riverside	0
1199	Gauvain	Mary	University of California, Riverside	0
130	Wu	Rachel	University of California, Riverside	0
7471	Benavides-Varela	Silvia	University of Padova	0
7639	Castelli	Luigi	University of Padova	0
6089	Rubaltelli	Enrico	University of Padova	0
4888	Simonelli	Alessandra	University of Padua	0
2468	Lichtenfeld	Stephanie	University of Munich	0
959	Paulus	Markus	Ludwig-Maximilians-Universität München	0
1766	Alper	Rebecca Mae	Temple University	0
259	Newcombe	Nora S.	Temple University	0
2250	Scott	Molly	Temple University	0
1897	Tucker	Carole	Temple University	0
11865	Vucetic	Slobodan	Temple University	0
11692	Beschorner	Kurt	University of Pittsburgh	0
155	Libertus	Klaus	University of Pittsburgh	0
1485	Perlman	Susan	University of Pittsburgh	0
7778	Redfern	Mark	U. of Pittsburgh	0
260	Kirkham	Natasha	Birkbeck, University of London	0
94	Smith	Tim	Birkbeck, University of London	0
250	Tucker	Leslie	Birkbeck, University of London	0
6068	Anderson	David	Georgia Tech	0
2189	Howard	Ayanna	Georgia Institute of Technology	0
400	Rehg	James M.	Georgia Institute of Technology	0
8612	Valdez	Jeffrey	Georgia Institute of Technology	0
1733	Wheaton	Lewis	Georgia Tech	0
148	Boudreau	Jean-Paul	Ryerson University	0
3140	Milligan	Karen	Ryerson University	0
474	Moulson	Margaret	Ryerson University	0
6046	Wagner	Anne	Ryerson University	0
3746	Baldwin	Dare	University of Oregon	0
4193	Berkman	Elliot	University of Oregon	0
6534	De Anda	Stephanie	University of Oregon	0
536	Fisher	Philip	University of Oregon	0
6626	Greenhouse	Ian	University of Oregon	0
2788	Atencio	David	University of New Mexico	0
5261	Stieglitz	Jonathan	University of New Mexico	0
2362	Gustafsson	Erik	University of Portsmouth	0
9549	Mohasseb	Alaa	University of Portsmouth	0
2467	Nomikou	Iris	University of Portsmouth	0
3506	Nye	Joanna	University of Portsmouth	0
1214	Reddy	Vasudevi	University of Portsmouth, UK	0
4445	Somogyi	Eszter	University of Portsmouth	0
6742	Gaither	Sarah Elizabeth	Duke University	0
8810	Seli	Paul	Duke University	0
3864	Ellis	Cameron Thomas	Stanford University	0
3191	Gotlib	Ian	Stanford University	0
4206	Lowery	Brian	Stanford University	0
4365	Wall	Dennis	Stanford University	0
6963	Yeung	Serena	Stanford University	0
3039	Gillespie-Lynch	Kristen	CUNY	0
5181	Wagner	Jennifer	City University of New York, College of Staten Island	0
320	Deák	Gedeon O.	University of California, San Diego	0
6528	Powell	Lindsey	UC San Diego	0
1637	Schachner	Adena	University of California, San Diego	0
8555	Serra-Garcia	Marta	UC San Diego	0
287	Langdon	Clifton	Gallaudet University	0
286	Petitto	Laura Ann	Gallaudet University	0
8063	Thornton	Kristen	Gallaudet University	0
11293	Barlev	Michael	Arizona State University	0
1812	Bradley	Robert Harold	Arizona State University	0
288	Fabricius	William	Arizona State University	0
6712	Guerrero	Laura	Arizona State University	0
5493	Marley	Scott	Arizona State University	0
11654	Nelson-Coffey	Katherine	Arizona State University	0
5632	Peterson	Daniel	Arizona State University	0
2664	Spinrad	Tracy Lorraine	Arizona State University	0
558	Benga	Oana	Babes-Bolyai University Cluj-Napoca	0
5988	Diosan	Laura	Babes Bolyai University, Faculty of Mathematics and Computer Science	0
3600	Stefan	Catrinel Alice	Babes-Bolyai University	0
9826	Bottema-Beutel	Kristen	Boston College	0
2521	Hartshorne	Joshua	Boston College	0
9063	Laski	Elida	Boston College	0
1049	Blake	Peter	Boston University	0
10105	Ferre	Claudio	Boston University	0
7156	Ghossainy	Maliki E.	Boston University	0
2434	Kelemen	Deborah	Boston University	0
2400	Kibbe	Melissa	Boston University	0
2082	Lieberman	Amy	Boston University	0
7541	Rockers	Peter	Boston University	0
7630	Tarullo	Amanda	Boston University	0
5446	Wagner	Nicholas	Boston University	0
297	Amso	Dima	Brown University	0
8006	Bauer	Daniel	Columbia University	0
7290	Miller	Kenneth	Columbia University	0
1639	Tottenham	Nim	Columbia University	0
6789	De Rosa	Eve	Cornell University	0
1879	Evans	Gary	Cornell University	0
2644	Kinzler	Katherine	Cornell University	0
5813	Kushnir	Tamar	Cornell University	0
9146	Crabtree	Charles	Dartmouth College	0
5648	Smith	Aimee West	East Carolina University	0
3940	Brown	Patrick Jerry Paul	East Tennessee State University	0
1008	Dixon	Wallace Edward	East Tennessee State University	0
6386	Rilling	James	Emory University	0
2389	Rochat	Philippe	Emory University	0
3019	Stapel-Wax	Jennifer	Emory University	0
744	Lickliter	Robert	Florida International University	0
407	Todd	James Torrence	Florida International University	0
1419	Fisher	Carla	George Mason University	0
8797	Lukyanenko	Cynthia	George Mason University	0
7444	Sheridan	Kimberly	George Mason University	0
5439	Sigelman	Carol	George Washington University	0
1099	Subiaul	Francys	George Washington University	0
7695	Davis	Helen Elizabeth	Harvard University	0
7535	Harris	Paul Lansley	Harvard University	0
12070	Jones	Stephanie	Harvard University, Graduate School of Education	0
7214	Konkle	Talia	Harvard University	0
896	Leech	Katie	University of Maryland	0
6266	Mehr	Samuel	Harvard University	0
4781	Spelke	Elizabeth	Harvard University	0
7574	Thomas	Ashley	Harvard University	0
5552	Boyle	Elizabeth	Johns Hopkins University	0
6701	Lee	Young-Joo	Johns Hopkins	0
9132	Liu	Shari	Johns Hopkins University, MIT	0
1468	Moran	Meghan	Johns Hopkins Bloomberg School of Public Health	0
12129	Nachman	Keeve	Johns Hopkins University	0
8385	Shelton	Amy	Johns Hopkins University	0
9362	Cannistraci	Ryan	Lafayette College	0
712	Myers	Lauren	Lafayette College	0
7859	Kanwisher	Nancy	Massachusetts Institute of Technology	0
12320	Kim	Yoon	Massachusetts Institute of Technology	0
10540	Levy	Roger Philip	Massachusetts Institute of Technology	0
9145	Seethapathi	Nidhi	Massachusetts Institute of Technology	0
590	Lakusta	Laura	Montclair State University	0
22587	Yang	Yingying	Montclair State University	0
569	Woods	Rebecca J.	North Dakota State University	0
7008	Baker	Allison	Northeastern University	0
4174	Coley	John D.	Northeastern University	0
828	Goodwin	Matthew	Northeastern University	0
2618	Isaacowitz	Derek	Northeastern University	0
3751	Levac	Danielle	Northeastern University	0
9292	Qi	Zhenghan	Northeastern University	0
6361	Bodenhausen	Galen	Northwestern University	0
2466	Broaders	Sara	Northwestern University	0
4773	Danilovich	Margaret	Northwestern University	0
22742	Gershon	Richard	Northwestern University	0
914	Haase	Claudia	Northwestern University	0
7495	Moulton	Theresa	Northwestern University	0
8093	Novack	Miriam	Northwestern University	0
6417	Peyton	Colleen	Northwestern University	0
10023	Pila	Sarah Charlotte	Northwestern University	0
1689	Reinecke	Mark	Northwestern University	0
404	Sabol	Terri	Northwestern University	0
4075	Weisleder	Adriana	Northwestern University	0
6127	Anderson	Sarah	The Ohio State University	0
463	Gort	Mileidis	The Ohio State University	0
4427	Hupp	Julie	Ohio State University	0
5702	Saygin	Zeynep	Ohio State University	0
8590	Sloutsky	Vladimir	The Ohio State University	0
5092	Srinivasan	Manoj	The Ohio State University	0
11371	Stone-Sabali	Steven	Ohio State University	0
10076	Wagner	Laura	The Ohio State University	0
1112	Walton	Katherine Meyer	The Ohio State University	0
95	Bellagamba	Francesca	Dipartimento di Psicologia Dinamica e Clinica, Sapienza University of Rome	0
4918	Lai	Carlo	Department of Dynamic and Clinical Psychology, Sapienza University of Rome	0
6717	Joh	Amy	Seton Hall University	0
4883	Lloyd	Marianne	Seton Hall University	0
11691	Callaghan	Tara	St. Francis Xavier University	0
7611	Lin	Xiaodong	Teachers College, Columbia University	0
4493	Kapa	Leah	University of Arizona	0
6113	Talanquer	Vicente	University of Arizona	0
7150	Babel	Molly	University of British Columbia	0
8106	Black	Alexis	University of British Columbia	0
1073	Bredin	Shannon S.D.	University of British Columbia	0
2204	Cameron	Ann	University of British Columbia	0
1240	Diamond	Adele	University of British Columbia	0
8753	Kingstone	Alan	University of British Columbia	0
8317	Kuo	Calvin	University of British Columbia	0
2475	Marshall	Sheila	University of British Columbia	0
1813	Odic	Darko	University of British Columbia	0
7784	Rhodin	Helge	University of British Columbia	0
284	Werker	Janet F.	The University of British Columbia	0
344	Guyer	Amanda	University of California, Davis	0
3238	Rivera	Susan	University of California, Davis	0
2278	Swartz	Johnna	University of California, Davis	0
2668	Trzesniewski	Kali	UC Davis	0
985	Colosimo	Laura	University of California, Los Angeles	0
906	Hajal	Nastassia	UCLA Semel Institute for Neuroscience & Human Behavior	0
93	Johnson	Scott	University of California, Los Angeles	0
8642	Mistry	Rashmita	UCLA, Department of Education	0
5689	Paquette-Smith	Melissa	UCLA	0
1627	Silvers	Jennifer Ashley	UCLA	0
910	Tan	Patricia	UCLA School of Medicine	0
1238	Akhtar	Nameera	UC Santa Cruz	0
7529	Dahl	Audun	University of California, Santa Cruz	0
9539	Davidenko	Nicolas	University of California, Santa Cruz	0
2816	Rogoff	Barbara	UC Santa Cruz	0
7986	Chaney	Kimberly	University at Buffalo	0
699	Cuevas	Kimberly	University of Connecticut	0
12034	Eigsti	Inge-Marie	University of Connecticut	0
769	Hall	Matthew L	University of Connecticut	0
22679	Koslouski	Jessica	University of Connecticut	0
390	Lillo-Martin	Diane	University of Connecticut and Haskins Laboratories	0
11991	Miller	Jonas	University of Connecticut	0
279	Naigles	Letitia	University of Connecticut	0
1426	Schwartz	Marlene Beth	University of Connecticut	0
1891	Sheya	Adam	University of Connecticut	0
3963	Davis	Elysia	University of Denver	0
9491	Kim	Pilyoung	University of Denver	0
4963	Lloyd	Emily Paige	University of Denver	0
4938	Miller	Pamela	University of Denver	0
1132	Barr	Christopher	University of Houston	0
11481	Borjon	Jeremy	University of Houston	0
4099	Frankel	Leslie	University of Houston	0
8775	Matta	Michael	University of Houston	0
5353	Mills	Monique	University of Houston	0
7718	Roy	Amanda	University of Illinois at Chicago	0
2712	McGregor	Karla	University of Iowa	0
2706	Moore	Cathleen	University of Iowa	0
2941	Moore	Joyce	University of Iowa	0
1366	Murray	Jeff	University of Iowa	0
448	Neel	Rebecca	University of Iowa	0
8747	Petersen	Isaac	University of Iowa	0
6864	Plumert	Jodie	University of Iowa	0
302	Cashon	Cara	University of Louisville	0
1483	Rosen	Paul	University of Louisville	0
4133	Cheries	Erik	UMass Amherst	0
6372	Harvey	Elizabeth	University of Massachusetts	0
2363	Perry-Jenkins	Maureen	University of Massachusetts Amherst	0
2846	Sullivan	Florence	University of Massachusetts, Amherst	0
1527	Woodman	Ashley	UMass Amherst	0
12640	Zamani	Hamed	University of Massachusetts Amherst	0
3469	Carlson	Stephanie M.	University of Minnesota	0
11997	Davenport	Mae	University of Minnesota	0
2470	Elison	Jed	University of Minnesota	0
12379	Looman	Wendy	University of Minnesota	0
2414	Stoffregen	Thomas	University of Minnesota	0
7680	Syed	Moin	University of Minnesota	0
595	Woodward	Amanda Mae	University of Minnesota Twin Cities	0
1620	Yonas	Albert	University of Minnesota	0
3187	Ha	Oh-Ryeong	University of Missouri-Kansas City	0
2146	Gross	Jules	University of Otago	0
2060	Taumoepeau	Mele	University of Otago	0
11516	Fong	Frankie T. K.	University of Queensland	0
7130	Grainger	Sarah	University of Queensland	0
1857	Banerjee	Meeta	University of South Carolina	0
10154	Bradshaw	Jessica	University of South Carolina	0
10216	Edmunds	Sarah	University of South Carolina	0
617	Fu	Xiaoxue	University of South Carolina	0
1057	Mulvey	Kelly Lynn	University of South Carolina	0
11246	DuBois	Bob	University of Tennessee, Knoxville	0
3299	Hay	Jessica	University of Tennessee, Knoxville	0
9432	Lamer	Sarah	University of Tennessee, Knoxville	0
6080	Reynolds	Gregory Durelle	University of Tennessee, Knoxville	0
1274	Buchsbaum	Daphna	University of Toronto	0
5915	Chu	Charlene	University of Toronto	0
1252	Comay	Julie	University of Toronto	0
2328	Danielson	Kyle	University of Toronto	0
9489	Finn	Amy	University of Toronto	0
808	Ganea	Patricia	University of Toronto	0
9053	Johnson	Elizabeth	University of Toronto Mississauga	0
3178	Mack	Michael	University of Toronto	0
4692	Malti	Tina	University of Toronto	0
5043	Mihailidis	Alex	University of Toronto	0
3206	Molnar	Monika	University of Toronto	0
4985	Ronfard	Samuel	University of Toronto	0
3112	Rudzicz	Frank	Toronto Rehab; University of Toronto	0
3461	Rule	Nick	University of Toronto	0
3256	Schlichting	Margaret	University of Toronto	0
1810	Schmuckler	Mark A.	University of Toronto Scarborough	0
6757	Smith	Mary Lou	University of Toronto	0
4565	Starmans	Christina	University of Toronto	0
9097	Woodruff	Earl	University of Toronto	0
6077	Wu	Yang	University of Toronto Scarborough	0
7142	Zemel	Richard	University of Toronto	0
8459	Barkan	Susan	NA	0
10754	Mattson	Julia	University of Washington	0
6316	Muir	Brittney	University of Washington	0
1806	Olson	Kristina R	University of Washington	0
1439	Pace	Amy	University of Washington	0
23039	Williams	Amber	University of Washington	0
1719	Fawcett	Christine	Uppsala University	0
4787	Forssman	Linda	Uppsala university	0
4546	Gredebäck	Gustaf	Uppsala University	0
2438	Bae	Christine	Virginia Commonwealth University	0
3551	Chu	Virginia	Virginia Commonwealth University	0
2815	Dzokoto	Vivian	Virginia Commonwealth University	0
12692	Greene	Moe	Virginia Commonwealth University	0
10801	Spence	Christine	Virginia Commonwealth University	0
5030	Barch	Deanna	Washington University	0
2672	Gaffrey	Michael	Washington University	0
10856	Armstrong	Thomas	Whitman College	0
4477	Prull	Matthew	Whitman College	0
6490	Endendijk	Joyce	Utrecht University	0
2140	Huijding	Jorg	Utrecht University	0
2020	Keij	Brigitta	Utrecht University	0
11035	Oliveira	Manuel	Utrecht University	0
6866	Oudgenoeg-Paz	Ora	Utrecht University	0
7502	Salah	Albert Ali	Utrecht University	0
4291	Nez	Reda	NYU	0
4168	Kan	Pui Fong	University of Colorado	0
4499	Moore	Emily Brooke	University of Colorado Boulder	0
316	Munakata	Yuko	University of Colorado Boulder	0
341	Gibb	Brandon	Binghamton University (SUNY)	0
10448	An	Danming	Lehigh University	0
332	Baker	David	Drs. Nicholas and Dorothy Cummings Center for the History of Psychology, University of Akron	0
23072	Moon	Yaejin	Syracuse University	0
322	Wilkinson	Louise C.	Syracuse University	0
9843	Brophy-Herb	Holly	Michigan State University	0
997	Hauck	Janet	Michigan State University	0
1047	Talge	Nicole	Michigan State University	0
1976	Vallotton	Claire	Michigan State University	0
4884	Venker	Courtney	Michigan State University	0
7003	Manoel	Edison de Jesus	University of Sao Paulo - School of Physical Education and Sport - São Paulo, Brazil	0
348	Osório	Flávia de Lima	Ribeirão Preto School of Medicine (FMRP), University of São Paulo	0
8750	Romero	Roseli	University of Sao Paulo	0
12502	Bamshad	Maryam	Lehman College, City University of New York	0
418	Jia	Gisela	Lehman College, City University of New York	0
427	Kosson	David	Rosalind Franklin University of Medicine and Science	0
440	Kaufman	Jordy	Swinburne University of Technology	0
766	Tarasuik	Joanne	Swinburne University of Technology	0
775	Anselmi	Dina	Trinity College	0
501	Helt	Molly	Trinity College	0
520	Pedapati	Ernest	Cincinnati Children's Hospital Medical Center	0
537	Demuth	Katherine	Macquarie University	0
9711	Ren	Jie	Longy School of Music of Bard College	0
619	Darling	Nancy	Oberlin College	0
7605	Daubert	Emily	University of Hawaii at Manoa	0
2326	Suzuka	Kara	University of Hawaii	0
10247	Washington	Peter	University of Hawaii at Manoa	0
792	Gherasim	Loredana	Alexandru Ioan Cuza	0
1463	Crasborn	Onno	Radboud University	0
8356	Hinne	Max	Radboud University	0
7554	Lange	Wolf-Gero	Behavioural Science Institute, Radboud University Nijmegen, The Netherlands	0
6765	Noldus	Lucas	Radboud University Nijmegen	0
820	Sierksma	Jellie	Vrije Universiteit Amsyerdam	0
770	Fisher-Thompson	Donna	Niagara University	0
5047	Radell	Milen	Niagara University	0
799	Arterberry	Martha E	Colby College	0
677	Olofson	Eric	Wabash College	0
4457	Ketcheson	Leah	Wayne State University	0
653	Burack	Jake	McGill University	0
5179	Anggoro	Florencia K.	College of the Holy Cross	0
622	Bukatko	Danuta	College of the Holy Cross	0
9106	Bowie	Christopher	Queen's University	0
917	Fitneva	Stanka	Queen's University	0
9311	Sabbagh	Mark	Queen's University	0
899	Best	Deborah L.	Wake Forest University	0
1970	Simonetti	Alessio	Baylor College of Medicine, department of Neuropsychiatry, Houston TX	0
1165	Arriaga	Patricia	ISCTE-IUL	0
928	Collins	Elizabeth	ISCTE-Instituto Universitario de Lisboa	0
2254	Garrido	Margarida	ISCTE-Instituto Universitário de Lisboa	0
23073	Jayaraman	Dinesh	University of Pennsylvania	0
7389	Kording	Konrad	University of Pennsylvania	0
9690	Lee	Stephen	University of Pennsylvania	0
3124	Liberman	Mark Yoffe	University of Pennsylvania	0
1670	Trueswell	John	University of Pennsylvania	0
12542	White	Lauren Katherine	University of Pennsylvania and Children's Hospital of Philadelphia	0
7201	Prat-Sala	Merce	The University of Winchester	0
11292	Whyte	Adrian	University of Winchester	0
995	Rodgers	Jonathan	Canisius College	0
2687	Hines	Rebecca Ann	University of Central Florida	0
972	Hughes	Charles	University of Central Florida	0
22955	Vasquez	Eleazar	University of Central Florida	0
1015	Ellis	Ann	Grinnell College	0
672	Kelty-Stephen	Emma	Grinnell College	0
2824	Hoehl	Stefanie	Max Planck Institute for Human Cognitive and Brain Sciences	0
6236	Ruggeri	Azzurra	Max Planck Institute for Human Development	0
439	Verrel	Julius	Max Planck Institute for Human Development	0
2914	Dye	Matthew	Rochester Institute of Technology	0
9892	Fitch	Allison	Rochester Institute of Technology	0
6325	Hill	Joseph	Rochester Institute of Technology	0
6349	Huenerfauth	Matt	Rochester Institute of Technology	0
961	Pelz	Jeff B	Rochester Institute of Technology; Carlson Center for Imaging Science	0
6732	Phillips	Dan	Rochester Institute of Technology	0
9623	Sutton	Tina Marie	Rochester Institute of Technology	0
983	Baumann	Nicola	University of Trier	0
3584	Franco	Fabia	Middlesex University, London, UK	0
1027	Reynolds	Gemma	Middlesex University	0
4611	Fern	Alan	Oregon State University	0
4799	Fern	Xiaoli	Oregon State University	0
4750	Li	Fuxin	Oregon State University	0
1000	Logan	Samuel Wood	Oregon State University	0
4744	Tadepalli	Prasad	Oregon State University	0
566	Bouakaz	Saida	Claude Bernard University Lyon 1	0
1010	Ilgaz	Hande	Bilkent University	0
9051	Urgen	Burcu Aysen	Bilkent University	0
4542	Gregory	Kyomi	Pace University	0
7775	Rao	Anindita	Pace University	0
7794	Borovsky	Arielle	Purdue University	0
992	Haddad	Jeff	Purdue	0
3234	McCormick	Carolyn	Purdue University	0
10537	Purpura	David	Purdue University	0
6982	Tay	Louis	Purdue University	0
3911	Tonnsen	Bridgette	Purdue University	0
1487	Weber	Christine	Purdue University	0
1018	Spangler	Gottfried	University of Erlangen-Nuremberg	0
1030	Basu	Anna	Newcastle University	0
9483	Read	Jenny	Newcastle University	0
9479	Sainsbury	David	Newasctle Upon Tyne Hospitals	0
5832	Congdon	Eliza Lincoln	Williams College	0
10237	Guo	Cynthia	Williams College	0
2935	Hane	Amie	Williams College	0
1085	Moher	Mariko	Williams College	0
741	Gerstein	Emily	University of Missouri, St. Louis	0
642	Cain	Kathleen	Gettysburg College	0
3170	Goubet	Nathalie	Gettysburg College	0
676	Masnick	Amy	Hofstra University	0
3303	Davidson	Denise	Loyola University Chicago	0
3247	Guy	Maggie	Loyola University Chicago	0
581	Haden	Catherine	Loyola University Chicago	0
1188	Wakefield	Elizabeth	Loyola University Chicago	0
533	Lin	Hung-Chu	University of Louisiana at Lafayette	0
1975	MacGyvers	Valanne L.	University of Louisiana at Lafayette	0
3087	Hannon	Erin	University of Nevada, Las Vegas	0
4194	Morris	Brendan Tran	University of Nevada, Las Vegas	0
4539	Rennels	Jennifer L.	University of Nevada, Las Vegas	0
691	Avellar Mercon-Vargas	Elisa	University of North Carolina at Greensboro	0
1200	Boseovski	Janet	University of North Carolina at Greensboro	0
8704	Cassidy	Brittany	University of North Carolina at Greensboro	0
4454	Coffman	Jennifer	University of North Carolina at Greensboro	0
1535	DeJesus	Jasmine M	University of North Carolina at Greensboro	0
1915	Leerkes	Esther Mae	The University of North Carolina at Greensboro	0
1169	Marcovitch	Stuart	University of North Carolina Greensboro	0
1159	Harris	Yvette Renee	Miami University	0
3756	Hugenberg	Kurt	Miami University	0
2386	Kunstman	Jonathan	Miami University	0
4576	Shield	Aaron	Miami University	0
1171	Rollins	Leslie	Christopher Newport University	0
1916	Grady	Jessica Stoltzfus	Millersville University	0
1091	Sorhagen	Nicole	Millersville University	0
1212	Demetriou	Andreas	University of Nicosia, Cyprus	0
719	Boerger	Elizabeth	Slippery Rock University	0
1154	Aldrich	Naomi J.	Grand Valley State University	0
1222	Maouene	Josita	Grand Valey State University MI	0
1225	Gaab	Nadine	Harvard Medical School/Boston Children's Hospital	0
4577	Nelson	Charles	Harvard	0
3319	Barth	Hilary	Wesleyan University	0
2891	Eisen	Sierra	Wesleyan University	0
1236	Shusterman	Anna	Wesleyan University	0
1224	Mounts	Nina	Northern Illinois University	0
2237	Odeh	Christina	Northern Illinois University	0
10078	Olson	Janet	Northern Illinois University	0
1211	Pillow	Bradford	Northern Ilinois University	0
2587	de Marchena	Ashley Brooke	University of the Sciences	0
3121	Foster-Hanson	Emily	Swarthmore College	0
1278	Newman	Ellen	IE University, Spain	0
1342	Dost Gozkan	Ayfer	Ozyegin University	0
4655	Ünal	Ercenur	Ozyegin University	0
4581	Clark	Caron	University of Nebraska-Lincoln	0
4645	Finch	Jenna Elizabeth	University of Nebraska-Lincoln	0
9439	Neta	Maital	University of Nebraska-Lincoln	0
11983	Stevens	Jeffrey R.	University of Nebraska-Lincoln	0
9388	Scott	Brandon	Montana State University	0
1328	Reavis	Rachael D.	Earlham College	0
3623	Shafir	Eldar	Princeton University	0
1270	Holmes	Kevin	Colorado College	0
834	Behrend	Douglas A.	University of Arkansas, Fayetteville	0
1234	Blevins-Knabe	Belinda	University of Arkansas at Little Rock	0
2283	Muir	Lois	University of Montana	0
1876	Sun	Jingjing	University of Montana	0
1330	Caldwell	Christine	University of Stirling	0
9339	Rafetseder	Eva	University of Stirling	0
1406	Escalante	Hugo Jair	INAOE	0
1357	Peterson	Carole	Memorial University of Newfoundland	0
1385	Peltola	Mikko	University of Tampere	0
11749	Diener	Marissa	University of Utah	0
4748	Hermans	Tucker	University of Utah	0
1450	LaSalle	Bernie	University of Utah	0
11563	Lopez	Lukas David	University of Utah	0
2203	Csibra	Gergely	Central European University	0
7781	Flaherty	Molly	Davidson College	0
523	Leyva	Diana	Davidson College	0
8646	Sockol	Laura E.	Davidson College	0
8879	Filippa	Manuela	University of Geneva	0
1392	Samson	Andrea	University of Geneva, Switzerland	0
5004	Governor	Donna	University of North Georgia	0
1181	McCrink	Koleen	Barnard College, Columbia University	0
7677	Sussan	Danielle	Barnard College	0
380	Bertels	Julie	Université Libre de Bruxelles	0
1378	brechet	claire	University Montpellier III	0
1259	Bialecka-Pikul	Marta	Jagiellonian University	0
1264	Bialek	Arek	Jagiellonian University	0
9438	Abreu	Nicolas	NYU Langone	0
11734	Castellanos	Francisco Xavier	NYU Grossman School of Medicine	0
3233	Cates	Carolyn	New York University School of Medicine	0
12395	Gould	Laura	NYU Grossman School of Medicine	0
336	Gross	Rachel	New York University School of Medicine	0
11733	Huang	Keng-Yen	NYU School of Medicine	0
10482	Johnson	Aaron	New York University	0
438	Mendelsohn	Alan L.	New York University School of Medicine	0
969	Messito	Mary Jo	NYU	0
7644	Pardoe	Heath	NYU Grossman School of Medicine	0
10714	Roby	Erin	NYU Grossman School of Medicine	0
11453	Schambra	Heidi	NYU Langone	0
2605	Schoppik	David	New York University School of Medicine	0
4537	Surkis	Alisa	NYU Langone Health	0
10414	Svirsky	Mario	New York University	0
4726	Willheim	Erica	New York University School of Medicine, Dept of Child and Adolescent Psychiatry	0
1423	Butcher	Natalie	Teesside University	0
1267	Hill	Alison	Oregon Health & Science University	0
1519	Jones	Rebecca	Weill Cornell Medical College	0
10007	Doermann	David	University at Buffalo	0
10876	Nwogu	Ifeoma	University at Buffalo, SUNY	0
1623	Frenkel	Tahl	Interdisciplinary Center, Herzliya (IDC), Israel	0
1503	Shai	Dana	IDC Herzliya	0
3583	Mills-Smith	Laura	St. Lawrence University	0
1401	El Massioui	Farid	Université Vincennes / Saint-Denis Paris 8	0
2759	Alonso	Natalia	University of the Basque Country	0
1549	Cases	Blanca Rosa	University of the Basque Country	0
7862	Isbell	Elif	University of California Merced	0
1513	Brand	Rebecca	Villanova University	0
1246	Cross	David	TCU	0
1232	Ekas	Naomi	Texas Christian University	0
1599	Richmond	Jenny	University of New South Wales	0
5675	Spehar	Branka	The University of New South Wales, Sydney, Australia	0
1597	Poitras	Karine	Université du Québec à Trois-Rivières	0
1617	Jones	Nicola	Liverpool Hope University	0
3798	Pennington	Glen	Liverpool Hope University	0
9449	Berzenski	Sara	California State University, Northridge	0
1559	Kantner	Justin	California State University, Northridge	0
3054	Ma	Debbie	CSUN	0
1062	Romack	Jennifer Lee	California State University, Northridge	0
1514	Ethridge	Lauren	University of Oklahoma Health Sciences Center	0
6128	Fagg	Andrew	University of Oklahoma	0
3779	Ntourou	Katerina	University of Oklahoma Health Sciences Center	0
1671	Pereira Bellon	Olga Regina	Universidade Federal do Paraná	0
1641	Dunn Davison	Megan	Queens College	0
3075	Riina	Elizabeth	Queens College, CUNY	0
1315	Vaucheret Paz	Esteban	Hospital Italiano de Buenos Aires	0
633	Bryant	Judith	University of South Florida	0
7786	Licato	John	University of South Florida	0
739	Lopez	Lisa	University of South Florida	0
7693	O'Brien	Jennifer	University of South Florida	0
8948	Potts	Geoffrey	University of South Florida, Dept. of Psychology	0
2091	Blaye	Agnes	Aix Marseille University & CNRS	0
1674	Deruelle	Christine	Aix Marseille University	0
22806	Fourtassi	Abdellah	Aix-Marseille University	0
1730	Filatova	Aleksandra	Omsk State Pedagogical University, Russia	0
1552	Lancelot	Céline	University of Angers	0
1688	Cookston	Jeff	San Francisco State University	0
2594	Koenig	Christopher "CJ"	San Francisco State University	0
1279	De Vasconcelos Monteiro	Margareth	UNIVERSIDADE FEDERAL DO RIO GRANDE DO NORTE	0
1655	Del Vecchio	Tamara	St. John's University	0
22669	Navarro	Ester	St. John's University	0
4846	Nevid	Jeffrey	St. John's University	0
7814	Rabinowicz	Susan	St. John's University	0
3272	Yu	Yan	St. John's University	0
1681	Marulis	Loren Marie	Connecticut College	0
1698	Barros	Luisa	Universidade de Lisboa	0
2572	Garcia-Marques	Leonel	University of Lisbon	0
11972	Moreno Lopez	Plinio	Universidade de Lisboa	0
2595	Cook	Gina	California State University Stanislaus	0
1679	Paradis	Grace	California State University Stanislaus	0
1718	Hess	Ursula	Humboldt-University of Berlin	0
9223	Ziegler	Matthias	Humboldt Universität zu Berlin	0
1650	Heberle	Julia	Albright College	0
5502	Hughes	Susan	Albright College	0
1781	Fu	Genyue	Hangzhou Normal University	0
824	Bos	Peter	Leiden University	0
1498	Emmen	Rosanneke	Leiden University	0
6604	Guroglu	Berna	Leiden University	0
1863	Hoekzema	Elseline	Leiden University	0
6126	Huffmeijer	Rens	Leiden University	0
3508	Levelt	Clara	Leiden University	0
5866	de Jonge	Maretha	University Leiden	0
4014	van Rijn	Sophie	Leiden University	0
1653	Chambers	Kyle	Gustavus Adolphus College	0
1804	Halim	May Ling Dodge	California State University, Long Beach	0
12440	Hall	Nancy	California State University Long Beach	0
7882	Miller	Karissa	California State University, Long Beach	0
6106	Spina	Noel	California State University, Long Beach	0
2831	Van Reet	Jennifer	Providence College	0
1803	Warmuth	Kelly	Providence College	0
3058	Zhang	Lin	Providence College	0
1767	Hildebrandt	Andrea	Ernst-Moritz-Arndt-Universität Greifswald	0
6032	Lischke	Alexander	University of Greifswald	0
1734	Kanngiesser	Patricia	Freie Universität Berlin	0
1791	Iftekharuddin	Khan	Old Dominion University	0
1892	Basu	Arindam	University of Canterbury	0
10370	Swit	Cara	University of Canterbury	0
1251	Maguire	Mandy	University of Texas at Dallas	0
2353	Raman	Rachna	The University of Texas at Dallas	0
2028	Spence	Melanie	The University of Texas at Dallas	0
12052	Yuan	May	University of Texas at Dallas	0
8286	Field	Andy	University of Sussex	0
9302	Fink	Elian	University of Sussex	0
624	Horst	Jessica S.	University of Sussex	0
6729	Skelton	Alice	Sussex Baby Lab, University of Sussex	0
1934	Lavelli	Manuela	University of Verona	0
4142	Gladstone	Melissa	NA	0
3053	Rowland	Caroline	MPI for Psycholinguistics	0
3701	Chemla	Emmanuel	CNRS	0
1034	Cristia	Alejandrina	Laboratoire de Sciences Cognitives et Psycholinguistique, Centre Nationale de la Recherche Scientifique	0
1917	Nishizaki	Miho	Iwate Prefectural University	0
4992	Braithwaite	David	Florida State University	0
5061	Hansen	Edward	Florida State University	0
2818	Hart	Sara	Florida State University	0
12160	Romano	Mollie	Florida State University	0
1910	Pereno	Germán	National University of Córdoba	0
11466	Alcock	Katie	Lancaster University	0
7640	Bazhydai	Marina	Lancaster University	0
2011	Dunn	Kirsty Jayne	Lancaster University	0
3093	Hartley	Calum	Lancaster University	0
6513	Westermann	Gert	Lancaster University	0
556	Hüg	Mercedes X.	Centro de Investigación y Transferencia en Acústica - CONICET	0
1948	Mesurado	María Belén	Consejo Nacional de Investigaciones Científicas y Técnicas (National Scientific and Technical Research Council - Argentina)	0
3094	Rosemberg	Celia	Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET)	0
6114	Dole	Robin	Widener University	0
1856	Schug	Mariah Gabrielle	Widener University	0
3904	Zarabba	Jacqlyn	Widener University	0
1898	Griswold	Olga	California State Polytechnic University at Pomona	0
1516	Rossi	Eleonora	California State Polytechnic University	0
4393	Hayward	Dana A	University of Alberta	0
3218	Marchak	Kristan	University of Alberta	0
1988	Wiebe	Sandra	University of Alberta	0
10236	Martin	Pierre-Etienne	Max Planck Institute for Evolutionary Anthropology	0
2773	Wojcik	Erica	Skidmore College	0
2156	VanDam	Mark	Washington State University	0
2117	Rossignol	Mandy	Université de Mons	0
2083	Sanborn	Sarah Mae	Clemson University	0
2071	Alva	Elda Alicia	Universidad Nacional Autonoma de Mexico	0
7762	Reyes Aguilar	Azalea	UNAM	0
6193	Ruiz	Alejandra Evelyn	Universidad Nacional Autónoma de México	0
1961	Gerholm	Tove	Stockholm University	0
1899	Ingram	Gordon	Universidad de los Andes	0
1928	Byers-Heinlein	Krista	Concordia University	0
7857	Poulin Dubois	Diane	Concordia University	0
2604	Wiercinski	Jared	Concordia University	0
2163	Gawrilow	Caterina	Eberhard Karls University Tuebingen	0
2171	Taylor-Partridge	Teresa	University of the Incarnate Word	0
7129	Bang	Janet	San Jose State University	0
2097	Duh	Shinchieh	San Jose State University	0
11083	Jadhav	Shrikant	NA	0
2143	Vibbert	Martha	Boston Medical Center	0
10573	Kobayashi	Megumi	Niigata University	0
2219	Shirai	Nobu	Niigata University	0
2821	Gurven	Michael	University of California, Santa Barbara	0
2234	Denison	Stephanie	University of Waterloo	0
1345	Friedman	Ori	University of Waterloo	0
2975	Henderson	Heather	University of Waterloo	0
5805	Laing	Andrew Charles	University of Waterloo	0
7751	McPhee	John	University of Waterloo	0
6625	Mombaur	Katja	University of Waterloo	0
3001	Howard	Lauren	Franklin & Marshall	0
7504	Leimgruber	Kristin Lyn	Franklin and Marshall College	0
2051	Rottman	Joshua	Franklin & Marshall College	0
2210	Pastrovicchio	Sonia	NA	0
1837	Best	Catherine	Kutztown University	0
7728	Fraschini	Nicola	University of Western Australia	0
7891	Cheatham	Carol	University of North Carolina at Chapel Hill	0
2168	Gray	Kurt	University of North Carolina at Chapel Hill	0
3079	Hughes	Sherick	The University of North Carolina at Chapel Hill	0
10882	Jenkins	Kimberly	University of North Carolina at Chapel Hill	0
9810	Leech	Kathryn	University of North Carolina at Chapel Hill	0
9297	Li	Rosa	UNC Chapel Hill	0
930	Lindquist	Kristen	University of North Carolina at Chapel Hill	0
5667	Payne	Keith	University of North Carolina	0
11765	Willis	Erik	University of North Carolina at Chapel Hill	0
2150	Rakoczy	Hannes	University of Göttingen	0
2214	Blais	Caroline	Université du Québec en Outaouais	0
4547	Byrd-Craven	Jennifer	Oklahoma State University	0
5755	Kaipa	Roha	Oklahoma State University	0
8781	Moore	Kara	University of Utah	0
2301	Chen	Wenfeng	Institute of Psychology, Chinese Academy of Sciences	0
2852	Shen	Xunbing	Institute of Psychology, Chinese Academy of Sciences	0
2327	Begum	Momotaz	University of New Hampshire	0
3342	Nesbitt	Kimberly Turner	University of New Hampshire	0
7503	Reyes Jaquez	Boli	University of California, Riverside	0
2364	Begolli	Kreshnik Nasi	University of California, Irvine	0
5148	Chernyak	Nadia	University of California - Irvine	0
2358	Lukowski	Angela	University of California, Irvine	0
1206	Richland	Lindsey	University of California, Irvine	0
5486	Sarnecka	Barbara	University of California—Irvine	0
2388	Hlaing	Ei	Lynchburg College	0
2375	Beier	Klaus	Charité - Universitätsmedizin Berlin	0
3772	Bermpohl	Felix	Department of Psychiatry and Psychotherapy, Charité - Universitätsmedizin Berlin	0
8303	Cohen	Dov	University of Illinois	0
6859	Hasegawa-Johnson	Mark	University of Illinois	0
3635	Krist	Christina	University of Illinois at Urbana-Champaign	0
13679	Kurdi	Benedek	University of Illinois	0
6987	Pietrowicz	Mary	University of Illinois at Urbana-Champaign, Applied Research Institute	0
2341	Pomerantz	Eva	University of Illinois at Urbana-Champaign	0
6552	Regenwetter	Michel	University of Illinois at Urbana-Champaign	0
3919	Thornton	Rebecca	University of Illinois at Urbana Champaign	0
7220	Willits	Jon	University of Illinois	0
9671	D'Souza	Hana	Cardiff University	0
5899	Gattis	Merideth	Cardiff University	0
2378	Gerson	Sarah	Cardiff University	0
3614	Haddock	Geoffrey	Cardiff University	0
10965	Morey	Candice	Cardiff University	0
6064	Paine	Amy	Cardiff University	0
3633	Vanderwert	Ross	Cardiff University	0
4098	Shannon	Jacqueline	Brooklyn College, CUNY	0
2338	Song	Lulu	Brooklyn college, CUNY	0
10418	Cahoon	Abbie	Ulster University	0
4619	Gerard	Juliana	Ulster University	0
2446	Simms	Victoria	Ulster University	0
4931	Yogarajah	Pratheepan	Ulster University	0
2377	Logan	John	Carleton University	0
894	Grezes	Julie	Inserm U960 - ENS	0
2088	Im-Bolter	Nancie	Trent University	0
2593	Gleason	Tracy	Wellesley College	0
3281	Pyers	Jennie	Wellesley College	0
7748	Ferris	Daniel	University of Florida	0
5153	Jain	Eakta	University of Florida	0
2487	Brown	Janice	London South Bank University	0
3799	Hugon	Marie-Anne	Université Paris Nanterre	0
2558	Pinabiaux	Charlotte	University Paris Nanterre	0
8661	Ropinski	Timo	Ulm University	0
2589	Wilhelm	Oliver	Universität Ulm	0
2447	Figuccio	Michael	Farmingdale State College	0
2559	Jeon	Myounghoon	Michigan Technological University	0
5862	Inventado	Paul Salvador Bernedo	California State University Fullerton	0
7834	Kronmüller	Edmundo	Pontificia Universidad Católica de Chile	0
2648	Susperreguy	María Inés	Pontificia Universidad Católica de Chile	0
2433	Jipson	Jennifer	Cal Poly - San Luis Obispo	0
801	Strouse	Gabrielle	University of South Dakota	0
2675	Whipple	Sara	Virginia Military Institute	0
2662	Hahn	Amanda	Humboldt State University	0
2704	Kukke	Sahana Nalini	The Catholic University of America	0
8355	Schladen	Manon	The Catholic University of America	0
2491	Atkins	Melissa S	Marshall University	0
2700	Smiley	Patrcia A	Pomona College	0
7671	Forcino	Stacy	California State University, San Bernardino	0
2689	Reimer	Jason	California State University, San Bernadino	0
2439	Jaeger	Garrett J	LEGO Foundation	0
2573	Willis	Megan	Australian Catholic University	0
10443	Eitam	Baruch	University of Haifa	0
3968	Hadad	Bat Sheva	University of Haifa	0
2880	Oppenheim	David	University of Haifa Israel	0
2679	Scher	Anat	University of Haifa	0
2691	Baker	Sara	University of Cambridge	0
7899	Maine	Fiona	University of Cambridge	0
2471	Ribeiro	Filipa Neiva Correia	Institute of Health Sciences. Universidade Católica Portuguesa	0
3983	Guo	Kun	University of Lincoln, UK	0
11915	Pollux	Petra Maria Josef	University of Lincoln	0
2456	Ritchie	Kay	University of Lincoln, UK	0
10113	Hammond	Stuart	University of Ottawa	0
2780	Thomassin	Kristel	University of Ottawa	0
2774	Noda	Mitsuru	Edogawa University	0
2772	Martins	Ana Teresa	University of Algarve	0
2752	Dexter	Amy	Roosevelt University	0
3103	Kono	Tetsuya	Rikkyo University	0
2518	Yamamoto	Naoki	Rikkyo University	0
2581	Camparo Avila	Daniel	Universidad de la República	0
7736	Franchin	Laura	University of Trento	0
6799	Piazza	Manuela	University of Trento, Italy	0
2746	Aschersleben	Gisa	Saarland University	0
718	Bunce	Louise	Oxford Brookes University	0
4885	Kenward	Ben	Oxford Brookes University	0
3946	Horowitz-Kraus	Tzipi	Technion	0
2825	Kimmel	Ron	Technion - IIT	0
2931	Krol	Magdalena	SWPS University of Social Sciences and Humanities	0
12259	Parzuchowski	Michał	SWPS University	0
2853	Tanas	Lukasz	SWPS University of Social Sciences and Humanities	0
8331	Burnham	Bryan	University of Scranton	0
6404	Shukla	Jainendra	Indraprastha Institute of Information Technology, Delhi (IIIT-Delhi)	0
2872	Singh	Ric	IIIT Delhi	0
2680	DeCat	Cecile	University of Leeds	0
2889	Staples	Angela Dawn	Eastern Michigan University	0
2715	Connelly	Mark	Children's Mercy Hospital Kansas City	0
2923	Dent-Brown	Kim	University of Hull	0
3725	Nakabayashi	Kazuyo	University of Hull, UK	0
7603	Tidoni	Emmanuele	University of Hull	0
2933	Cloud	Mark	Lock Haven University	0
2726	Martin Herz	Susanne	University of California San Francisco	0
3734	Antle	Alissa	Simon Fraser University	0
9435	Lim	Angelica	Simon Fraser University	0
2693	Robinovitch	Stephen	Simon Fraser University	0
2987	Beisert	Maria	Adam Mickiewicz University in Poznań, Poland	0
2737	Nordmeyer	Ann	Southern New Hampshire University	0
2988	Enticott	Peter	Deakin University	0
9660	Lum	Jarrad	Deakin University	0
9178	Nakisa	Bahareh	Deakin University	0
3066	Saad	Carmel Sarah	Westmont College	0
3068	Christensen	Bo	Copenhagen Business School	0
1237	Brown	Melissa	Texas Woman's University	0
2883	McCarroll	Elizabeth	Texas Woman's University	0
726	Bergmann	Christina	Max Planck Institute for Psycholinguistics	0
12646	Zhang	Yayun	Max Planck Institute for Psycholinguistics	0
3105	Ricanek	Karl	Univ of North Carolina Wilmington	0
7489	Toth	Jeffrey	University of North Carolina Wilmington	0
2763	Langley	Hillary	Sam Houston State University	0
3147	Lany	Jill	University of Notre Dame	0
9236	Pentimonti	Jill	University of Notre Dame	0
3242	Karl	Jenni	Thompson Rivers University	0
3184	Rasanen	Okko	Aalto University	0
23029	Gregory	Samantha	University of Salford	0
3217	Taylor	Gemma	University of Salford	0
3286	Fitzpatrick	Caroline	Université Sainte-Anne	0
3305	Page	Melanie	West Virginia University	0
3290	Lipp	Ottmar	Curtin University	0
10696	Preece	David	Curtin University	0
9829	Wylie	Karen	NA	0
3269	Tutnjevic	Slavica	Banja Luka University	0
386	Krogh-Jespersen	Sheila	DePaul University	0
758	Barton	Michelle	New College of Florida	0
3277	George	Nathan	Adelphi University	0
3410	Santana-Vargas	Angel Daniel	Hospital General de Mexico, Mexico City	0
3366	Budd	Mary-Jane	University of East London	0
6730	Wass	Sam	University of East London	0
3425	Rocha	Anderson	University of Campinas, Unicamp, Brazil	0
12152	Bryant	Lauren	Sacred Heart University	0
9205	Mishra	Avinash	Sacred Heart University	0
3270	Shaenfield	David	Sacred Heart University	0
10902	Simmons	Elizabeth	Sacred Heart University	0
11869	McQuade	Julia Daisey	Amherst College	0
3386	Liao	Yuan-Fu	National Taipei University of Technology	0
3397	Daunhauer	Lisa	Colorado State University	0
10973	Rojas	Don	Colorado State University	0
3250	Newton	Kamala London	University of Toledo	0
3464	Bhagwat	Jui	Santa Clara University	0
3465	Read	Kirsten	Santa Clara University	0
3276	Kärtner	Joscha	University of Münster	0
2902	Dennis-Tiwary	Tracy	Hunter College, the City University of New York	0
7459	Hyun	Jungmoon	Hunter College, CUNY	0
12707	Mavrides	Maria	Hunter College, CUNY	0
506	Rachwani	Jaya	Hunter College, CUNY	0
3431	Motomura	Yuki	Kyushu University	0
3562	Ogata	Kohichi	Kumamoto University	0
3552	Fischer	Gregory	Worcester Polytechnic Institute	0
10012	Althaus	Nadja	University of East Anglia	0
7758	Ewing	Louise	University of East Anglia	0
2930	Gliga	Teodora	University of East Anglia	0
3505	Samuelson	Larissa	University of East Anglia	0
8173	Smith	Fraser	University of East Anglia	0
3537	Kindelberger	Cécile	University of Nantes (France)	0
3575	Nittono	Hiroshi	NA	0
22718	Yamamoto	Tomoka	Osaka University	0
3519	Admodisastro	Novia Indriaty	Universiti Putra Malaysia	0
3526	Folino	Jorge	National University of La Plata	0
5873	Esposito	Alena	Emory University	0
3596	Jensen	Lene	Clark University	0
9268	Saunders	Jessica	Clark University	0
3166	Cusack	Rhodri	Trinity College Dublin	0
6111	Hildebrand	Diogo	Baruch College, CUNY	0
3905	Lennon	Mary Clare	Graduate Center, CUNY	0
3205	Marton	Klara	Graduate Center, City University of New York	0
4382	Hobaiter	Catherine	University of St Andrews	0
1316	Robbins	Erin	University of St Andrews	0
3018	Farmer	Antonina	Randolph-Macon College	0
10156	Jambon	Marc Maurice	Wilfrid Laurier University	0
3314	Roberts	Kim	Wilfrid Laurier University	0
3285	Friend	Margaret	San Diego State University	0
3232	Adler	Scott	York University	0
3823	Pathman	Thanujeni	York University	0
3674	Melnyk Gribble	Laura	King's University College at the University of Western Ontario	0
3661	Hitti	Aline	University of San Francisco	0
3640	Koopmans	Matthijs	Mercy College	0
3530	Nelson	Eric Edwin	The Research Institute at Nationwide Children's Hospital	0
11230	Reader	Ben	Nationwide Children's Hospital	0
3762	Gillen-O'Neel	Cari	Macalester College	0
6204	Eisenbarth	Hedwig	Victoria University of Wellington	0
3720	Martin	Alia	Victoria University of Wellington	0
3254	Loucks	Jeff	University of Regina	0
3817	Krippl	Martin	University of Magdeburg	0
3204	Ding	Xiao Pan	National University of Singapore	0
9882	Singh	Leher	National University of Singapore	0
5825	Conrad	Megan	William Paterson University	0
3820	Learmonth	Amy	William Paterson University	0
3767	Arteche	Adriane Xavier	Pontifícia Universidade Católica do Rio Grande do Sul	0
3768	Karlsson	Hasse	University of Turku	0
3830	Braun	Bettina	University of Konstanz	0
3239	Lyons	Kristen	Metropolitan State University of Denver	0
3663	Geangu	Elena	University of York	0
3879	Ramos-Loyo	Julieta	University of Guadalajara	0
5742	Yang	Yijian	The Chinese University of Hong Kong	0
3883	Huziwara	Edson Massayuki	Universidade Federal de Minas Gerais	0
3866	Hoehle	Barbara	University of Potsdam	0
9378	Kliesch	Christian	University of Potsdam	0
7469	Ozel	Serkan	Bogazici University	0
3967	Soley	Gaye	Bogazici University	0
7499	Tahiroglu	Deniz	Bogazici University	0
7395	Yeniad	Nihal	Boğaziçi	0
3235	Banerjee	Bonny	University of Memphis	0
4000	Tincoff	Ruth	The College of Idaho	0
10048	Ahn	Ho Seok	The University of Auckland	0
4687	Henderson	Annette	University of Auckland	0
4019	Overall	Nickola Christine	University of Auckland	0
2035	Wouldes	Trecia	The University of Auckland	0
3848	Ferrara	Michele	University of L'Aquila	0
4252	Brase	Gary L.	Kansas State University	0
1309	Cheung	Pierina	Nanyang Technological University / National Institute of Education	0
7824	Esposito	Gianluca	Nanyang Technological University	0
6806	Rifkin-Graboi	Anne	National Institute of Education, Nanyang Technological University	0
7132	Yang	Yang	National Institute of Education, Nanyang Technological University	0
3954	Jankovic	Milica	University of Belgrade - Faculty of Electrical Engineering	0
4090	Jia	Michael	University of Hong Kong	0
10485	Lam	Shui-fong	The University of Hong Kong	0
9260	Wong	Terry Tin Yau	University of Hong Kong	0
11448	Depto-Hoffman	Debra	University of North Florida	0
22994	Fuglestad	Anita	University of North Florida	0
8938	Phills	Curtis Edward	University of North Florida	0
4430	Halliday-Boykins	Colleen	Medical University of South Carolina	0
4226	Beach	Elizabeth	National Acoustic Laboratories	0
6262	Seehagen	Sabine	Ruhr University Bochum	0
3481	Voigt	Babett	Ruhr-Universität Bochum	0
4414	Bobb	Susan	Gordon College	0
4521	Diekhof	Esther	University of Hamburg	0
4046	Liszkowski	Ulf	Hamburg University	0
4405	Kloetzer	Laure	University of Neuchatel, Switzerland	0
6908	Clegg	Jennifer	Texas State University	0
10898	Goble	Priscilla	Texas State University	0
4456	Vanegas	Sandra	Texas State University	0
5497	Caplan	Stacey	Wingate University	0
4416	Lapan	Candace	Wingate University	0
5259	Swiggum	Mary	Wingate University	0
753	Childers	Jane	Trinity University	0
3964	Dudding-Byth	Tracy	Hunter New England Health and the University of Newcastle	0
4500	Minervino	Carla	Federal University of Paraiba	0
3994	Lipko-Speed	Amanda	The College of Brockport -SUNY	0
4535	Florea	Corneliu	University Politehnica of Bucharest	0
9434	Cordasco	Gennaro	Università degli studi della campania "L.Vanvitelli"	0
4268	Senese	Vincenzo Paolo	University of Campania "Luigi Vanvitelli" Italy	0
5349	Brown-Iannuzzi	Jazmin	University of Kentucky	0
4689	Farr	Rachel	University of Kentucky	0
4522	Sidney	Pooja	University of Kentucky	0
4585	de Klepper	Maurits	Amsterdam University College	0
4586	Burch	Melissa	Hampshire College	0
4578	Bascandziev	Igor	Reed College	0
4489	Rashad	Fatimah	Emirates College for Advanced Education	0
4233	Chalik	Lisa	Yeshiva University	0
9338	Thomsen	Lotte	University of Oslo, Norway; Aarhus University, Denmark	0
4497	Zambrana	Imac Maria	University of Oslo	0
11738	Biefeld	Sharla	University of Alabama	0
12635	McDonald	Kristina	University of Alabama	0
4553	Morett	Laura	University of Alabama	0
4527	Yoo	Hyunjoo	University of Alabama	0
5186	Banks	Brea M	Illinois State University	0
7103	Hund	Alycia	Illinois State University	0
22795	MacDonald	Beth Loveday	Illinois State University	0
4700	Wagman	Jeffrey	Illinois State University	0
4776	Sansom	Jennifer	Central Michigan University	0
8864	Rohrer	Jonathan	University College London	0
4784	Steinbeis	Nikolaus	University College London	0
13690	de Haan	Michelle	University College London	0
1545	Ganel	Tzvi	Ben-Gurion University of the Negev	0
4817	Gueron-Sela	Noa	Ben-Gurion University	0
10760	Kogut	Tehila	Ben Gurion University	0
125	Uzefovsky	Florina	Ben Gurion University	0
4813	Dawel	Amy	The Australian National University	0
4767	Wu	Jinglong	Okayama University	0
10270	Heft	Harry	Denison University	0
5089	Henshaw	Erin	Denison University	0
4853	Matthews	Nestor	Denison University	0
4852	Hudson	Danae	Missouri State University	0
4871	Black	Jessica Jan	Saint Vincent College	0
4865	Judd	Katherine Ann	Truman State University	0
6519	Montgomery	Derek	Bradley University	0
4911	San Juan	Valerie	Bradley University	0
4851	Guardino	Christine	Dickinson College	0
4652	Li	Ming	Duke Kunshan University	0
4955	Pratico	John	Anna Maria College	0
4919	Hiester	Marnie	Misericordia University	0
4956	Barnhart	Anthony	Carthage College	0
4957	Cameron	Leslie	Carthage College	0
11060	Sylaska	Kateryna	Carthage College	0
1035	Guler	O. Evren	Augsburg University	0
4455	Donovan	Mary Suzanne	SERP Institute	0
4840	White	Noland	Georgia College & State University	0
4858	Luedtke	Amy	Indiana Wesleyan University	0
4861	Warren	Sarah	Indiana Wesleyan University	0
4886	Barry	Carolyn	Loyola University Maryland	0
5028	Ganier	Franck	Université de Bretagne Occidentale	0
4839	Shane-Simpson	Christina	University of Wisconsin Stout	0
4855	Toulouse	Trent	Central New Mexico College	0
4856	Eggerman	Jason	Spokane Community College	0
4406	Chevalier	Nicolas	University of Edinburgh	0
4441	Rabagliati	Hugh	University of Edinburgh	0
7222	Stewart	Tracy	University of Edinburgh	0
5068	Cotter	Shane	ECBE Department, Union College	0
5104	López	Juan Manuel	Escuela Colombiana de Ingeniería Julio Garavito	0
5118	Bowden	Edward	University of Wisconsin-Parkside	0
4869	Carkenord	David Michael	Longwood University	0
5640	Anzures	Gizelle	Florida Atlantic University	0
5131	Lanning	Kevin	Florida Atlantic University	0
6957	Rowell	Shaina	Florida Atlantic University	0
5021	Kalagher	Hilary	Drew University	0
4825	Stotland	Mitchell Andrew	Associate Clinical Professor of Surgery, Weill Cornell Medical College Qatar	0
5213	Alarcon Rubio	David	Universidad Pablo de Olavide	0
4697	Jakobsen	Krisztina Varga	James Madison University	0
5162	Tripathi	Shikha	PES University, Bangalore, India	0
4866	Bergstrom	Brian	Maryville University in St. Louis	0
352	Einav	Shiri	University of Nottingham	0
11048	Madan	Christopher	University of Nottingham	0
4949	Dowling	Carey Bernini	University of Mississippi	0
3213	Daum	Moritz	University of Zurich	0
5594	Gampe	Anja	University of Zurich	0
8206	Stoll	Sabine	University of Zurich	0
5228	Ladd	Kevin	Indiana University South Bend	0
4517	Sharon	Tanya Lee	Mercer University	0
5284	Conry-Murray	Clare	Saint Joseph's University	0
4844	Riser	Diana	Columbus State University	0
5205	Mitchell	Mica	Methodist University	0
5320	Gosselin	Dora	High Point University	0
5059	O'Leary	Allison	Brevard College	0
5251	Loth	Dr Eva	Kings College London	0
9167	Morís	Joaquín	NA	0
8989	Romero	Dulce	Universidad de Granada	0
5379	Rueda	M Rosario	University of Granada	0
5356	Mastergeorge	Ann	Texas Tech University	0
5360	Zaier	Amani	Texas Tech University	0
950	Shneidman	Laura	Pacific Lutheran University	0
5303	Taylor	Marianne	Pacific Lutheran University	0
4766	Carvalho	Chrissie Ferreira de	Federal University of Santa Catarina	0
5377	Hartelius	Glenn	California Institute of Integral Studies	0
4649	Booker	Jordan	University of Missouri, Columbia	0
11664	Campione-Barr	Nicole	University of Missouri	0
11280	Rose	Amanda	Universiry of Missouri	0
8724	Thibodeau	Rachel Beth	University of Missouri	0
12693	Webel	Corey	University of Missouri	0
5246	Ko	Byoug Chul	Keimyung University	0
6048	Alozie	Nonye	SRI International	0
5064	Grindal	Todd	SRI International	0
7844	Axelsson	Emma	The University of Newcastle	0
12346	Ledger	Susan	University of Newcastle	0
5391	Loughland	Carmel	University of Newcastle, Australia	0
4646	Borschel	Gregory	Hospital for Sick Children, University of Toronto	0
5547	Rizaoglu	Filiz	Pamukkale University	0
4674	Thanheiser	Eva	Portland State University	0
7072	Khan	Shehroz	Toronto Rehabilitation Institute	0
4634	Taati	Babak	Toronto Rehabilitation Institute / University of Toronto	0
5452	Bagley	Erika	Muhlenberg College	0
5200	Hoplight	Blair	Dominican College	0
4837	Briganti	Alicia	Dalton State College	0
4882	Simpson	Royce	Spring Hill College	0
915	Brakke	Karen	Spelman College	0
5308	Kayyal	Mary	University of Massachusetts Dartmouth	0
4671	Jovic	Svetlana	SUNY College at Old Westbury	0
5351	Rushton	Gregory	Middle Tennessee State University	0
5629	Yoshikawa	Takahiro	Osaka City University Graduate School of Medicine	0
662	Tompkins	Virginia	The Ohio State University	0
4205	Zosh	Jennifer	The Pennsylvania State University, Brandywine	0
3647	Fraleigh	Robert	The Pennsylvania State University	0
982	Bernstein	Michael	The Pennsylvania State University	0
6056	Orban	Levente	Kwantlen Polytechnic University	0
5529	St Loe	Stephanie	Kwantlen Polytechnic University	0
5686	Kalpidou	Maria	Assumption College	0
5676	Lei	Ryan	Haverford College	0
5709	Kaur	Maninderjit	MGH Institute of Health Professions	0
5244	Knuth	Ashley	Carroll University	0
8146	Goldwater	Micah	University of Sydney	0
7956	Kim	Minkang	The University of Sydney	0
5511	Togher	Leanne	The University of Sydney	0
5248	Schwickert	Lars	Robert-Bosch-Hospital	0
4845	Ibaraki	Alicia	Western Oregon University	0
12604	Martin	Andrew	University of Kent	0
7091	Nyhout	Angela	University of Kent	0
5762	Rudolph	Kelli	University of Kent	0
5492	Armstrong	Laura Marie	UNC Charlotte	0
5772	Spatta	Brooke	Presbyterian College	0
4478	Bihun	Joan	University of Colorado Denver	0
4925	Cabral	Gail	Marywood University	0
4847	Sledjeski	Eve	Rowan University	0
9060	Abend	Omri	The Hebrew University of Jerusalem	0
5747	Zohary	Ehud	The Hebrew University of Jerusalem	0
5779	McBride	Eileen	Emerson College	0
5761	Alishahi	Afra	Tilburg University	0
10602	Chrupała	Grzegorz	Tilbug University	0
1220	Cattani	Allegra	University of Plymouth, UK	0
10254	Chen	Chi-hsin	University of Plymouth	0
5912	Lorenz	Megan	Augustana College	0
4769	Pika	Simone	University of Osnabrueck	0
7083	Campbell	Karen	Brock University	0
9477	Mahy	Caitlin	Brock University	0
8548	Vanderlee	Mary-Louise	Brock University - Faculty of Education	0
6550	Clayton	Krisstal	University of North Texas	0
5974	Nielsen	Rodney	University of North Texas	0
5409	Luo	Rufan	Rutgers University - Camden	0
2794	Zsido	Andras N.	Institute of Psychology, University of Pécs	0
5936	Colmenares-Guillen	Luis Enrique	Benemerita Universidad Autonoma de Puebla	0
12039	Guterstam	Arvid	Karolinska Institutet, Department of Clinical Neuroscience	0
6099	Herlitz	Agneta	Karolinska Institutet	0
5870	Flannery	Kathleen	Saint Anselm College	0
6109	Duff	Susan	Chapman University	0
7510	Miller-Day	Michelle	Chapman University	0
6188	Neuner	Frank	Bielefeld University	0
6178	Bredbenner	Todd L	University of Colorado Colorado Springs	0
6118	Gagnon	Kendra	Baylor University	0
7739	Melton	Karen	Baylor University	0
6208	Xing	Xiaofen	South China University of Technology	0
1002	Hamamouche	Karina	Belmont University	0
10275	Plummer	Teresa	Belmont University	0
6295	Mareschal	Isabelle	Queen Mary University of London	0
22783	Mielke	Alexander	Queen Mary University of London	0
10205	Ougrin	Dennis	Queen Mary University of London	0
6281	Lewing	Chad	University of Louisiana at Monroe	0
6398	Scales	Melissa	Elon University	0
6405	Casas	Roberto	Universidad de Zaragoza	0
6549	Benjamini	Yoav	Tel Aviv University	0
6579	Golani	Ilan	Tel Aviv University	0
12444	Naim	Reut	Tel-Aviv University	0
6710	Wronski	Caroline	University of Applied Sciences Potsdam, Potsdam, Germany	0
8092	Anderson	Michael	University of Western Ontario	0
254	Jayaraman	Swapnaa	Indiana University, Western University	0
9523	Mohsenzadeh	Yalda	Western University	0
11168	Mur	Marieke	Western University	0
8153	Stevenson	Ryan	University of Western Ontario	0
6734	Palaniswamy	Suja	Amrita Vishwa Vidyapeetham	0
6774	Hirsh	Adam Todd	Indiana University - Purdue University Indianapolis	0
6560	Barhoumi	Walid	University of Carthage	0
6767	Bani	Marco	University of Milano - Bicocca	0
6815	Dorning	Janet	Athens State University	0
6272	Romain	Carline	Borough of Manhattan Community College and Bergen Community College	0
6939	Pasqualini	Marcia	Avila University	0
6921	Kano	Fumihiro	Kyoto University	0
6932	Ghiduk	ِAhmed Sayed	Taif University Saudi Arabia	0
6891	Bardid	Farid	University of Strathclyde	0
8811	Couperus	Jane	Mount Holyoke College	0
4408	Haydon	KC	Mount Holyoke College	0
9309	Fantie	Bryan	American University	0
10022	Lorenzo	Nicole	American University	0
6997	Gillis	Steven	University of Antwerp	0
9365	Dede Yildirim	Elif	Auburn University	0
7001	Richling	Sarah	Auburn University	0
7015	Dinkel	Danae	University of Nebraska at Omaha	0
6993	Beecher	Constance	Iowa State University	0
7017	Cheah	Charissa	University of Maryland, Baltimore County	0
7767	Delafuente	Patricia	University of Maryland Baltimore County	0
7085	Arnold	Amanda Jean	Ohio Dominican University	0
6527	Ibbotson	Paul	The Open University	0
6531	Oates	John	The Open University UK	0
6857	Gross	Dana	St. Olaf College	0
6966	Faubert	Jocelyn	University of Montreal	0
8633	Sakkalou	Elena	Anglia Ruskin University	0
7004	Abels	Monika	UiT The Arctic University of Norway	0
7064	Hsieh	Ching-Lin	National Taiwan University	0
7332	Kirkham	Julie	University of Chester	0
7260	Sidera	Francesc	University of Girona	0
7167	Watanabe	Eiji	National Institute for Basic Biology	0
7369	Wickham	Robert	Palo Alto University	0
7233	Awazu	Shunji	Jissen Women's University	0
7280	Hayes	Amy Roberson	University of Texas at Tyler	0
7200	Kandemirci	Birsu	Kingston University London	0
3427	Vallee	Gaelle	Kingston University	0
7551	Diesendruck	Gil	Bar-Ilan University	0
1492	Gilaie-Dotan	Sharon	Bar-Ilan University	0
10942	Chen	Xi	East China Normal University	0
12141	Zhang	Xutong	East China Normal University	0
7333	Moradi	Hadi	University of Tehran	0
8070	DeFlorio	Lydia	University of Nevada, Reno	0
9343	Joyce	Daniel	University of Nevada, Reno	0
11538	Lescroart	Mark	University of Nevada Reno	0
12312	MacNeilage	Paul Ryan	University of Nevada, Reno	0
7479	Mortensen	Jennifer	University of Nevada, Reno	0
7609	Samarasinghe	Pradeepa	Sri Lanka Institute of Information Technology	0
7513	Zeigler	Stacey	Clarkson University	0
2783	Ferry	Alissa Lauren	University of Manchester	0
4967	Jackson	Iain	University of Manchester	0
9904	Twomey	Katherine	University of Manchester	0
7524	Bennetts	Rachel	Brunel University London	0
12393	O'Brien	Justin	Brunel University London, UK	0
583	Wen	Nicole J.	The University of Texas at Austin	0
7647	Anunciação	Luis	Pontifical Catholic University of Rio de Janeiro	0
7531	Jee	Benjamin David	Worcester State University	0
7501	Holy	Karolin	Ernst-Abbe-Hochschule Jena	0
7657	Nowatka	Cecile	Wofford College	0
7624	Novak	Jodie	University of Northern Colorado	0
7703	Weaver	Joanna	Northeastern University	0
7618	Lee	Alees	Weber State University	0
7597	Tarle	Stephanie	California Lutheran University	0
8582	Komisar	Vicki	The University of British Columbia	0
8357	Kraeutner	Sarah	University of British Columbia	0
2251	Ward	Shannon	University of British Columbia	0
7808	Young	Andrew	Northeastern Illinois University	0
7852	Queen	Jennifer	Rollins College	0
7867	Kovack-Lesh	Kristine	Ripon College	0
7826	Martijn	Carolien	Faculty of Psychology & Neuroscience, Maastricht University, The Netherlands	0
8095	Lengenfelder	Jeannie	Kessler Foundation	0
8064	Alharbawee	Luma	University of Mosul	0
7746	Furl	Nicholas	Royal Holloway University of London	0
10083	Breiner	Kaitlyn	California State University, Dominguez Hills	0
7704	Kuwabara	Megumi	California State University, Dominguez Hills	0
8256	Takeda	Yukio	Tokyo Institute of Technology	0
7749	Robert	Thomas	University Gustave Eiffel	0
8283	Riley	Derek	Milwaukee School of Engineering	0
22686	Nagai	Yukie	The University of Tokyo	0
8272	Kustubayeva	Almira M	al-Farabi Kazakh National University	0
8129	Nakamichi	Keito	Chiba University	0
8133	Vaughn	Kelly	University of Texas Health Science Center at Houston	0
8022	Menz	Hylton	La Trobe University	0
7578	Gregory	Nicola	Bournemouth University	0
9814	Waters	Theodore	NA	0
7619	von Suchodoletz	Antje	New York University Abu Dhabi	0
8281	Anderson	Angelika	The University of Waikato	0
8424	Paraitham	Venkata Krishna Sandeep	SreeNidhi Institute of Science and Technology	0
1985	Koch	Felix-Sebastian	Linköping University	0
8470	Sundqvist	Annette	Linköping University	0
6037	Vinhal	Gustavo	PUC Goiás	0
7863	Frermann	Lea	University of Melbourne	0
10507	Marchand	Steeve	University of Melbourne	0
2145	Salley	Brenda	University of Kansas Medical Center	0
8678	Sosnoff	Jacob	University of Kansas Medical Center	0
8672	Benitez	Diego	Universidad San Francisco de Quito (USFQ)	0
8658	Pandit	Dipti	Vishwakarma Institute of Information Technology	0
8567	Fuligni	Allison	California State University, Los Angeles	0
8723	Caprì	Tindara	Institute for Biomedical Research and Innovation (IRIB), National Research Council of Italy (CNR) of Messina	0
4778	Tummolini	Luca	National Research Council of Italy	0
8789	Buttelmann	David	University of Bern	0
8946	Song	Qingfang	Western Kentucky University	0
8267	Cho	Bridget	University of South Carolina Aiken	0
8949	Palmer	Carolyn	Vassar College	0
9084	Lee	Ji Young	Temple Univeristy	0
9495	Park	Daeun	Sungkyunkwan University	0
9395	Hendry	Alexandra	University of Oxford	0
9043	Hepach	Robert	University of Oxford	0
8817	Lukasiewicz	Thomas	University of Oxford	0
11313	Mathers	Sandra	University of Oxford	0
9147	Akiyama	Yasuhiro	Nagoya University	0
9062	Mizuno	Koji	Nagoya University	0
9099	Mahoney	Amanda	The Chicago School of Professional Psychology	0
10555	Spear	Jack	The Chicago School of Professional Psychology	0
9069	Otaka	Yohei	Fujita Health University	0
8960	Lara	Karen Hjortsvang	Southwestern University	0
8351	Little	Lauren	Rush University	0
8966	Jacquey	Lisa	University of Lille	0
9642	Schiaratura	Loris Tamara	University of Lille	0
9129	Yoshizawa	Hiroyuki	Gifu University	0
9121	Kanero	Junko	Sabancı University	0
9179	Harari	Daniel	Weizmann Institute of Science	0
8126	Ullman	Shimon	Weizmann Institute of Science	0
8823	Höfling	Tim	University Mannheim	0
1946	Tham	Diana Su Yun	Edge Hill University	0
1701	Gil	Sandrine	Université de Poitiers France	0
9134	Reda	Mohamed	Mansoura university, Egypt	0
12044	Namba	Shushi	Hiroshima University	0
9118	Raytchev	Bisser	Hiroshima University	0
9162	Wong	Tze Peng	University of Nottingham, Malaysia campus	0
9357	Woodard	Shailee	Keene State College	0
9422	daSilva	Elizabeth	Indiana University Purdue University Columbus	0
6332	Blumberg	Fran	Fordham University	0
7528	Taylor	Laura Kathryn	University College Dublin / Queen's University Belfast	0
9080	Kronrod	Ann	University of Massachusetts, Lowell	0
7315	Cohen	Annabel	University of Prince Edward Island	0
20597	Stacey	Paula	Nottingham Trent University	0
11238	Sumich	Alexander Luke	Nottingham Trent University	0
9212	Tuncgenc	Bahar	Nottingham Trent University	0
10326	Li	Zhi	Peking University	0
9541	Peng	Yujia	Peking University	0
9492	Parthasarathy	Subashini	Avinashilingam University for Women	0
9662	Sharpe	Emma Elizabeth	NA	0
9317	Esquivel	Amanda Olivia	NA	0
9621	Cangi	Mehmet Emrah	Üsküdar University	0
9634	Lim	Yujin	Sookmyung Women's University	0
9274	Giddins	Grey	Royal United Hospitals, Bath	0
9277	Brisini	Kellie	Louisiana State University	0
10611	Thorley	Craig	University of Adelaide	0
7697	Evans	Denise	NA	0
9751	Reardon	Kathleen Wade	Cleveland State University	0
9799	Li	Wenhui	Shenyang Normal University	0
10491	Borhani	Khatereh	Shahid Beheshti University	0
9871	Purmohammad	Mehdi	Shahid Beheshti University	0
9710	Barbosa	Altemir José Gonçalves	Federal University of Juiz de Fora	0
9773	Nishio	Chihiro	Chukyo University	0
9901	Leria Dulcic	Francisco	University of Atacama	0
9806	Brown	Dane	Rhodes University	0
9996	Atay	Mustafa	Winston-Salem State University	0
9874	Donaldson	Cathron	Russell Sage College	0
9776	Campbell	Matthew	California State University, Channel Islands	0
12348	Audley	Shannon	Smith College	0
9261	Angeard	Nathalie	Université de Paris	0
12265	Moutier	Sylvain	Université Paris Cité	0
9745	Qian	Miao	University of Detroit Mercy	0
10388	Korb	Sebastian	University of Essex	0
10062	de Klerk	Carina	University of Essex	0
11825	Yao	Zai-Fu	National Tsing Hua University	0
10277	Ting	Alan Huong Yong	University of Technology Sarawak	0
10242	Beer	Jessica	Butler University	0
22926	Hahn Arkenberg	Rachel	Butler University	0
8881	Tisserand	Romain	Université de Poitiers - Faculté des Sciences du Sport	0
10344	Chartier	Chris	Ashland University	0
10327	Martin	Doug	University of Aberdeen	0
10280	Weinert	Sabine	University of Bamberg	0
10464	Lacroix	Guy	Laval University	0
10372	Altenburger	Lauren	Penn State University	0
10493	Albert	Rachel Ryan	Lebanon Valley College	0
10347	Lyle	Sarah	Eckerd College	0
1352	Träuble	Birgit	University of Cologne	0
10580	Körner	Anita	University of Kassel	0
10554	Lopes	Ana	University of Coimbra	0
10692	Montirosso	Rosario	IRCCS "E. Medea" - Bosisio Parini (Lecco) - Italy	0
10763	Boggs	Saskia	Wilmington College	0
10707	Reiter	Lawrence	The University of Tennessee Health Science Center	0
10957	Aussems	Suzanne	University of Warwick	0
10958	McGillion	Michelle	University of Warwick	0
10879	Johnson	Sarah	Moravian University	0
12481	Stefanov	Kalin Momchilov	Monash University	0
10919	WIlliams	Cylie	NA	0
11045	Tree	Jeremy	swansea university	0
10849	Schechter	Daniel	CHUV	0
10660	Harshaw	Christopher	University of New Orleans	0
10993	Holtzman	Steven	Educational Testing Service	0
11260	Howell	Heather	Educational Testing Service	0
11089	Benjamin	Rebekah	Huntington University	0
10746	Distefano	Rebecca	Roger Williams University	0
11132	Sheskin	Mark	Minerva University	0
10676	D'Souza	Dean	City, University of London	0
11076	Kleiven	Svein	KTH Royal Institute of Technology	0
11081	Zhou	Zhou	KTH Royal Institute of Technology	0
11376	Young	Jesse	Northeast Ohio Medical University	0
11421	Li	Yan	Claremont Graduate University	0
11409	Javidnia	Hossein	Dublin City University	0
12590	Hochmann	Jean-Remy	Centre National de la Recherche Scientifique (CNRS)	0
11306	Tillmann	Barbara	LEAD CNRS-UMR 5022 University of Burgundy	0
11446	Fons	Carmen	Sant Joan de Déu Hospital-Barcelona University	0
10884	Ponce	Carlos	Harvard Medical School	0
11400	Gao	Tianyu	Beijing Normal University at Zhuhai	0
11456	Walker	Sue	Southern Cross University	0
11573	Thompson	Abbie	Valparaiso University	0
11584	Winquist	Jennifer	Valparaiso University	0
11618	Movinsky	Cassandra	Saint Francis University	0
7217	Sen	Hilal	University of Akureyri	0
11375	Foerster	Frank	University of Hertfordshire	0
11729	Fuentes	Jessica	Augustana University	0
11746	Robertson	Chelsea	West Liberty University	0
11775	Amemiya	Jamie	Occidental College	0
11799	Eggleston	Adam	York St John University	0
11558	Kim	Chomyong	ICT Convergence Centre, Soonchunhyang University, South Korea	0
11973	Friesen	Justin	University of Winnipeg	0
11136	Ko	Eon-Suk	Chosun University	0
12124	Barraza	Paulo	Universidad de Chile	0
8461	Kobayashi	Yoshiyuki	National Institute of Advanced Industrial Science and Technology	0
10545	Sheikh	Aamer	Quinnipiac University	0
2710	DiMercurio	Abigail	Kennesaw State University	0
11744	Marsil	Dorothy	NA	0
12437	Morawetz	Carmen	University of Innsbruck	0
11934	Lang	Yue	Ocean University of China	0
12294	Zaferiou	Antonia	Stevens Institute of Technology	0
12476	Skeryte-Kazlauskiene	Monika	Vilnius University	0
12335	Governale	Amy	North Park University	0
12529	Khan	Azizuddin	Indian Institute of Technology Bombay	0
12627	Soh	Leng Hsien	Singapore Institute of Technology	0
12414	Zelazny	Aurore	Aalborg University	0
12603	Shimogori	Tomomi	RIKEN CBS	0
12601	Budin	Shannon	Buffalo State University	0
12562	Gopalan	Sandeep	University of Maryland Eastern Shore	0
22704	Chen	Howard	The University of Alabama in Huntsville	0
12154	Harper	Sara	The University of Alabama in Huntsville	0
22705	Roy	Satyaki	The University of Alabama in Huntsville	0
11139	Jain	Rajashree	Symbiosis Institute of Computer Studies and Research, Symbiosis International University, Pune	0
22693	Ludyga	Sebastian	University of Basel	0
22709	Bean	Devin	Idaho State University	0
22744	Benham	Sara Jayne	University of Vermont	0
3201	Han	Danyang	Zhejiang University	0
22692	Yu	Xi	Beijing Normal University	0
22725	Zhang	Yisi	Tsinghua University	0
5188	Buades Rubio	Jose Maria	Universitat de les Illes Balears	0
22651	Park	Se-Woong	University of Texas at San Antonio	0
22914	Polyzos	Efstathios	Zayed University	0
10687	Addyman	Caspar	Stellenbosch University	0
22961	Miller-Goldwater	Hilary	Lawrence University	0
12669	Buurke	Tom	University Medical Center Groningen	0

Computer statistics about the number of affiliates per investigator.

gte2_affils <- invest_df |>
  dplyr::filter(n_affils >= 2) |>
  dplyr::arrange(desc(n_affils)) |>
  dplyr::select(ai_id, ai_last, ai_first, ai_affiliation, n_affils) |>
  dplyr::distinct()
gte5_affils <- invest_df |>
  dplyr::filter(n_affils >= 5) |>
  dplyr::arrange(desc(n_affils)) |>
  dplyr::select(ai_id, ai_last, ai_first, ai_affiliation, n_affils) |>
  dplyr::distinct()
gte10_affils <- invest_df |>
  dplyr::filter(n_affils >= 10) |>
  dplyr::arrange(desc(n_affils)) |>
  dplyr::select(ai_id, ai_last, ai_first, ai_affiliation, n_affils) |>
  dplyr::distinct()
no_affils <- invest_df |>
  dplyr::filter(n_affils < 1) |>
  dplyr::arrange(desc(n_affils)) |>
  dplyr::select(ai_id, ai_last, ai_first, ai_affiliation, n_affils) |>
  dplyr::distinct()

There are n = 23 Authorized Investigators with 10 or more affiliates; n = 50 with 5 or more; n = 149 with 2 or more affiliates; and n = 1538 with no affilates.

10+ affiliates

ggplot2::ggplot(gte10_affils) +
  ggplot2::aes(n_affils) +
  ggplot2::geom_histogram(bins = 10)

gte10_affils |>
  dplyr::arrange(desc(n_affils)) |>
  dplyr::select(ai_id, ai_last, ai_first, ai_affiliation, n_affils) |>
  kableExtra::kbl() |>
  kableExtra::kable_styling() |>
  kableExtra::scroll_box(width = "100%", height = "300px")

ai_id	ai_last	ai_first	ai_affiliation	n_affils
3044	Cabrera	Natasha	University of Maryland College Park	54
5	Adolph	Karen	New York University	49
3110	Reich	Stephanie	University of California, Irvine	49
2382	Berger	Sarah E	College of Staten Island, CUNY	30
538	Oakes	Lisa	UC Davis	30
650	Casasola	Marianella	Cornell University	26
5032	Richert	Rebekah	University of California, Riverside	24
1913	Kucker	Sarah	Southern Methodist University	22
697	Demir-Lira	O. Ece	University of Iowa	20
104	Barr	Rachel	Georgetown University	18
6754	Wang	Jenny	Rutgers University	17
82	LoBue	Vanessa	Rutgers University	16
70	Messinger	Daniel	University of Miami	16
1197	Jirout	Jamie	University of Virginia	16
10208	Cross Francis	Dionne	University of North Carolina at Chapel Hill	15
531	Goldstein	Thalia R.	George Mason University	14
96	Perez-Edgar	Koraly	The Pennsylvania State University	13
4945	Lombardi	Doug	University of Maryland	13
2945	Palmquist	Carolyn	Amherst College	11
11	Tamis-LeMonda	Catherine	New York University	10
1256	Frank	Jennifer	The Pennsylvania State University	10
725	Gunderson	Elizabeth	Indiana University	10
8101	Wilson	Rujuta	University of California, Los Angeles	10

5+ affiliates

ggplot2::ggplot(gte5_affils) +
  ggplot2::aes(n_affils) +
  ggplot2::geom_histogram(bins = 10)

gte5_affils |>
  dplyr::arrange(desc(n_affils)) |>
  dplyr::select(ai_id, ai_last, ai_first, ai_affiliation, n_affils) |>
  kableExtra::kbl() |>
  kableExtra::kable_styling() |>
  kableExtra::scroll_box(width = "100%", height = "300px")

ai_id	ai_last	ai_first	ai_affiliation	n_affils
3044	Cabrera	Natasha	University of Maryland College Park	54
5	Adolph	Karen	New York University	49
3110	Reich	Stephanie	University of California, Irvine	49
2382	Berger	Sarah E	College of Staten Island, CUNY	30
538	Oakes	Lisa	UC Davis	30
650	Casasola	Marianella	Cornell University	26
5032	Richert	Rebekah	University of California, Riverside	24
1913	Kucker	Sarah	Southern Methodist University	22
697	Demir-Lira	O. Ece	University of Iowa	20
104	Barr	Rachel	Georgetown University	18
6754	Wang	Jenny	Rutgers University	17
82	LoBue	Vanessa	Rutgers University	16
70	Messinger	Daniel	University of Miami	16
1197	Jirout	Jamie	University of Virginia	16
10208	Cross Francis	Dionne	University of North Carolina at Chapel Hill	15
531	Goldstein	Thalia R.	George Mason University	14
96	Perez-Edgar	Koraly	The Pennsylvania State University	13
4945	Lombardi	Doug	University of Maryland	13
2945	Palmquist	Carolyn	Amherst College	11
11	Tamis-LeMonda	Catherine	New York University	10
1256	Frank	Jennifer	The Pennsylvania State University	10
725	Gunderson	Elizabeth	Indiana University	10
8101	Wilson	Rujuta	University of California, Los Angeles	10
1612	Corriveau	Kathleen	Boston University	9
6	Gilmore	Rick O.	The Pennsylvania State University	8
2708	Libertus	Melissa	University of Pittsburgh	8
126	Fausey	Caitlin M.	University of Oregon	8
993	Claxton	Laura	Purdue	8
7537	Zhao	Xin (Alice)	East China Normal University	8
376	Bahrick	Lorraine E.	Florida International University	7
1974	Perry	Lynn	University of Miami	6
99	Frick	Janet	University of Georgia	6
412	Hoch	Justine	Vanderbilt University	6
13667	Frank	Robert	Yale University	6
334	Iverson	Jana	Boston University	6
32	Karasik	Lana	CUNY	6
298	Yoshida	Hanako	University of Houston	6
7545	Amin	Tamer	American University of Beirut	6
9065	Sung	Jihyun	Sungkyunkwan University	6
277	Rhodes	Marjorie	New York University	5
244	Woodward	Amanda	University of Chicago	5
101	Lockman	Jeff	Tulane University	5
1526	Ossmy	Ori	Birkbeck, University of London	5
258	Frank	Michael C.	Stanford University	5
5783	Lucca	Kelsey	Arizona State University	5
7159	Saxe	Rebecca	MIT	5
8771	Sandhofer	Catherine	UCLA	5
998	Lee	Mei-Hua	Michigan State University	5
1371	Lew-Williams	Casey	Princeton University	5
2176	Harbourne	Regina	Duquesne University	5

2+ affiliates

ggplot2::ggplot(gte2_affils) +
  ggplot2::aes(n_affils) +
  ggplot2::geom_histogram(bins = 15)

gte2_affils |>
  dplyr::arrange(desc(n_affils)) |>
  dplyr::select(ai_id, ai_last, ai_first, ai_affiliation, n_affils) |>
  kableExtra::kbl() |>
  kableExtra::kable_styling() |>
  kableExtra::scroll_box(width = "100%", height = "300px")

ai_id	ai_last	ai_first	ai_affiliation	n_affils
3044	Cabrera	Natasha	University of Maryland College Park	54
5	Adolph	Karen	New York University	49
3110	Reich	Stephanie	University of California, Irvine	49
2382	Berger	Sarah E	College of Staten Island, CUNY	30
538	Oakes	Lisa	UC Davis	30
650	Casasola	Marianella	Cornell University	26
5032	Richert	Rebekah	University of California, Riverside	24
1913	Kucker	Sarah	Southern Methodist University	22
697	Demir-Lira	O. Ece	University of Iowa	20
104	Barr	Rachel	Georgetown University	18
6754	Wang	Jenny	Rutgers University	17
82	LoBue	Vanessa	Rutgers University	16
70	Messinger	Daniel	University of Miami	16
1197	Jirout	Jamie	University of Virginia	16
10208	Cross Francis	Dionne	University of North Carolina at Chapel Hill	15
531	Goldstein	Thalia R.	George Mason University	14
96	Perez-Edgar	Koraly	The Pennsylvania State University	13
4945	Lombardi	Doug	University of Maryland	13
2945	Palmquist	Carolyn	Amherst College	11
11	Tamis-LeMonda	Catherine	New York University	10
1256	Frank	Jennifer	The Pennsylvania State University	10
725	Gunderson	Elizabeth	Indiana University	10
8101	Wilson	Rujuta	University of California, Los Angeles	10
1612	Corriveau	Kathleen	Boston University	9
6	Gilmore	Rick O.	The Pennsylvania State University	8
2708	Libertus	Melissa	University of Pittsburgh	8
126	Fausey	Caitlin M.	University of Oregon	8
993	Claxton	Laura	Purdue	8
7537	Zhao	Xin (Alice)	East China Normal University	8
376	Bahrick	Lorraine E.	Florida International University	7
1974	Perry	Lynn	University of Miami	6
99	Frick	Janet	University of Georgia	6
412	Hoch	Justine	Vanderbilt University	6
13667	Frank	Robert	Yale University	6
334	Iverson	Jana	Boston University	6
32	Karasik	Lana	CUNY	6
298	Yoshida	Hanako	University of Houston	6
7545	Amin	Tamer	American University of Beirut	6
9065	Sung	Jihyun	Sungkyunkwan University	6
277	Rhodes	Marjorie	New York University	5
244	Woodward	Amanda	University of Chicago	5
101	Lockman	Jeff	Tulane University	5
1526	Ossmy	Ori	Birkbeck, University of London	5
258	Frank	Michael C.	Stanford University	5
5783	Lucca	Kelsey	Arizona State University	5
7159	Saxe	Rebecca	MIT	5
8771	Sandhofer	Catherine	UCLA	5
998	Lee	Mei-Hua	Michigan State University	5
1371	Lew-Williams	Casey	Princeton University	5
2176	Harbourne	Regina	Duquesne University	5
11783	Fouhey	David	New York University	4
249	Buss	Kristin A	The Pennsylvania State University	4
1117	Jaswal	Vikram	University of Virginia	4
5837	He	Minxuan	University of Maryland, College Park	4
1515	Srinivasan	Mahesh	UC Berkeley	4
798	Cordes	Sara	Boston College	4
3517	Curenton	Stephanie Michelle	Boston University	4
5539	Bauer	Patricia	Emory University	4
596	Heathcock	Jill	Ohio State University	4
1285	Wang	Su-hua	University of California, Santa Cruz	4
314	Blumberg	Mark	University of Iowa	4
1040	Gros-Louis	Julie Jeannette	University of Iowa	4
2738	Cirelli	Laura	University of Toronto Mississauga	4
2658	Hunnius	Sabine	Radboud University	4
1382	Walle	Eric A	University of California, Merced	4
7679	Dautel	Jocelyn	Queen's University, Belfast	4
11748	Tian	Jing	Fordham University	4
12465	Wang	Qian	ShanghaiTech University	4
9278	Matarić	Maja	University of Southern California	3
8676	Therrien	William	NA	3
161	Smith	Linda B.	Indiana University	3
329	Goldin-Meadow	Susan	University of Chicago	3
10264	Abney	Drew	University of Georgia	3
5168	Bailey	Janelle	Temple University	3
1228	Marshall	Peter	Temple University	3
61	Bergelson	Elika	Harvard University	3
5475	Gweon	Hyowon	Stanford University	3
7030	Kennedy	Monroe	Stanford University	3
3310	Benitez	Viridiana L.	Arizona State University	3
5908	Doebel	Sabine	George Mason University	3
7039	Tenenbaum	Joshua	MIT	3
6239	Lord	Catherine	University of California, Los Angeles	3
3225	Cole	Renee	University of Iowa	3
1699	Noles	Nicholaus	University of Louisville	3
3974	Spencer	Rebecca	University of Massachusetts, Amherst	3
11881	Johnson	Kevin	University of Pennsylvania	3
562	Weisberg	Deena Skolnick	Villanova University	3
4605	Froemke	Robert	NYU School of Medicine	3
6232	Mills	Candice	The University of Texas at Dallas	3
2653	Scott	Lisa	University of Florida	3
1216	Goksun	Tilbe	Koc University - Turkey	3
600	West	Kelsey Louise	University of Alabama	3
12488	Scerif	Gaia	University of Oxford	3
2624	McMillan	Brianna	Smith College	3
10004	Tenenbaum	Elena	Duke University Medical Center	3
4685	Arunachalam	Sudha	New York University	2
2953	Lake	Brenden	New York University	2
11051	Pinto	Lerrel	New York University	2
252	Scherf	Kathryn Suzanne	The Pennsylvania State University	2
255	Dusing	Stacey	University of Southern California	2
120	Yu	Chen	Indiana University	2
585	Legare	Cristine	The University of Texas at Austin	2
3731	de Barbaro	Kaya	The University of Texas at Austin	2
9560	Bian	Lin	University of Chicago	2
11290	Suskind	Dana	TMW Center for Early Learning + Public Health, University of Chicago	2
9033	Panneton	Robin	Virginia Tech	2
118	Needham	Amy	Vanderbilt University	2
8179	Turk-Browne	Nicholas	Yale University	2
1826	Lidz	Jeffrey	University of Maryland	2
6714	Abrahamson	Dor	University of California Berkeley	2
14	Franchak	John	University of California, Riverside	2
546	Hirsh-Pasek	Kathy	Temple University	2
7115	Stepp	Stephanie	University of Pittsburgh	2
8292	Obradovic	Jelena	Stanford University	2
729	Brooks	Patricia	College of Staten Island and the Graduate Center, CUNY	2
4071	McAuliffe	Katherine	Boston College	2
7742	Betke	Margrit	Boston University	2
610	Gill	Simone	Boston University	2
22658	Fusi	Stefano	Columbia University	2
6597	Asada	Harry	Massachusetts Institute of Technology	2
20	Gordon	Peter	Teachers College, Columbia University	2
11175	Cingel	Drew	University of California, Davis	2
1469	Graf Estes	Katharine	University of California, Davis	2
477	Warlaumont	Anne	University of California, Los Angeles	2
10542	Houston	Derek	University of Connecticut	2
2073	Ross-Sheehy	Shannon	University of Tennessee	2
5894	Starr	Ariel	University of Washington	2
4881	Lindskog	Marcus	Uppsala University	2
2089	Nicolopoulou	Ageliki	Lehigh University	2
4743	Todorovic	Sinisa	Oregon State University	2
1359	Severson	Rachel Louise	University of Montana	2
2095	Sullivan	Jessica	Skidmore College	2
591	Prosser	Laura	The Children's Hospital of Philadelphia/University of Pennsylvania	2
384	Lee	Do Kyeong	California State University Fullerton	2
530	Hopkins	Emily	University of Scranton	2
2908	Lahlou	Saadi	London School of Economics and Political Science	2
10895	Girolamo	Teresa	San Diego State University	2
3743	Ng	Florrie Fei-Yin	The Chinese University of Hong Kong	2
11557	Roth	Guy	Ben-Gurion university	2
6450	Miller	Stephanie	University of Mississippi	2
8639	Dutta	Tilak	University Health Network	2
12175	Moriguchi	Yusuke	Kyoto University	2
23031	Cangelosi	Angelo	University of Manchester, UK	2
9526	Nelson	Nicole L	University of Adelaide	2
10462	Bican	Rachel	Ohio University	2
10826	Kita	Sotaro	University of Warwick	2
11195	Triesch	Jochen	Goethe University Frankfurt	2
11560	Ward	Nigel	University of Texas at El Paso	2
4624	Spencer	Trina D	University of Kansas	2