🏆 Finalist — NIH Data Sharing Index (“S-Index”) Challenge

Michael C. Frank

ORCID: 0000-0002-7551-4378
Computer ScienceDecision Sciences

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 2%percentile
3.7Author DataRank

Indexed papers

4in pilot corpus
datarank_citation_only_1hop_v6· scope data_onlyMethodology
Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 4 indexed papers attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

Top data-sharing exemplar

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

SAYCam: A Large, Longitudinal Audiovisual Dataset Recorded From the Infant’s Perspective

Open Mind(2021)10.1162/opmi_a_00039
Top 8%
2.6DataRank
Top 8%124 citations

Michelle Mei, Andrew Perfors, Erica H. Wojcik, Michael C. Frank, Jessica Sullivan

Papers

Driven by 18 papers — median percentile 60. Top paper: “SAYCam: A Large, Longitudinal Audiovisual Dataset Recorded From the Infant’s Perspective”.

SAYCam: A Large, Longitudinal Audiovisual Dataset Recorded From the Infant’s Perspective

Open Mind(2021)10.1162/opmi_a_00039
Top 8%
2.6DataRank
Top 8%124 citations

Michelle Mei, Andrew Perfors, Erica H. Wojcik, Michael C. Frank, Jessica Sullivan

Quantifying Sources of Variability in Infancy Research Using the Infant-Directed-Speech Preference

Advances in Methods and Practices in Psychological Science(2020)10.1177/2515245919900809
N/A
0.886DataRank · unranked
366 citations

Katie Alcock, Natalia Arias‐Trejo, Gisa Aschersleben, Dare A. Baldwin, Stéphanie Barbu +95 more

Peekbank: An open, large-scale repository for developmental eye-tracking data of children’s word recognition

Behavior Research Methods(2022)10.3758/s13428-022-01906-4
Top 28%
0.726DataRank
Top 28%27 citations

Daniel Yurovsky, Tian Xu, Sarp Uner, Angeline Tsui, Rose M. Schneider +17 more

Eleven years of student replication projects provide evidence on the correlates of replicability in psychology

Royal Society Open Science(2023)10.1098/rsos.231240
N/A
0.431DataRank · unranked
8 citations

Maya B. Mathur, Michael C. Frank, Veronica Boyce

Peekbank: An open, large-scale repository for developmental eye-tracking data of children’s word recognition

DSpace@MIT (Massachusetts Institute of Technology)(2022)10.31234/osf.io/tgnzv
Top 52%
0.337DataRank
Top 52%6 citations

Daniel Yurovsky, Tian Xu, Sarp Uner, Angeline Tsui, Rose M. Schneider +17 more

Quantifying infants’ everyday experiences with objects in a large corpus of egocentric videos

(2025)10.31234/osf.io/jqmf3_v1
Top 78%
0.104DataRank
Top 78%1 citations

Tarun Sepuri, Alvin Wei Ming Tan, Michael C. Frank, Bria Long, Jane Parish Yang

A unified approach to demographic data collection for research with young children across diverse cultures.

Developmental Psychology(2023)10.1037/dev0001623
N/A
0DataRank · unranked
47 citations

Mihaela Barokova, Heidi A. Baumgartner, Diana C. Lopera‐Perez, Paul Okyere Omane, Mark Sheskin +19 more

The BabyView camera: Designing a new head-mounted camera to capture children’s early social and visual environments

Behavior Research Methods(2023)10.3758/s13428-023-02206-1
N/A
0DataRank · unranked
22 citations

Sarah Goodin, George Kachergis, Virginia A. Marchman, Samaher Radwan, Robert Zane Sparks +7 more

Online Developmental Science to Foster Innovation, Access, and Impact

Trends in Cognitive Sciences(2020)10.1016/j.tics.2020.06.004
N/A
0DataRank · unranked
126 citations

Kimberly Scott, Candice M. Mills, Elika Bergelson, Elizabeth Bonawitz, Elizabeth S. Spelke +11 more

ManyBabies 5: A large-scale investigation of the proposed shift from familiarity preference to novelty preference in infant looking time

HAL (Le Centre pour la Communication Scientifique Directe)(2023)10.31234/osf.io/ck3vd
N/A
0DataRank · unranked
28 citations

Martin Zettersten, Rana Abu‐Zhaya, Dima Amso, Mireille Babineau, Heidi A. Baumgartner +92 more

Many Labs 5: Registered Multisite Replication of the Tempting-Fate Effects in Risen and Gilovich (2008)

Advances in Methods and Practices in Psychological Science(2020)10.1177/2515245918785165
N/A
0DataRank · unranked
4 citations

Diane-Jo Bart-Plange, Balazs Aczel, Michael H. Bernstein, Antonia M. Ciunci, Charles R. Ebersole +36 more

Parallel developmental changes in children’s production and recognition of line drawings of visual concepts

Nature Communications(2024)10.1038/s41467-023-44529-9
N/A
0DataRank · unranked
25 citations

Judith E. Fan, Holly Huey, Zixian Chai, Michael C. Frank, Bria Long

Testing the relationship between preferences for infant-directed speech and vocabulary development: A multi-lab study

Journal of Child Language(2024)10.1017/s0305000924000254
N/A
0DataRank · unranked
5 citations

Joscelin Rocha‐Hidalgo, Luis E. Muñoz, Agata Bochyńska, Janet F. Werker, Barbora Skarabela +37 more

DevBench: A multimodal developmental benchmark for language learning

arXiv (Cornell University)(2024)10.48550/arxiv.2406.10215
N/A
0DataRank · unranked
3 citations

Sunny Yu, Bria Long, Wanjing Anya, Tonya Murray, Rebecca D. Silverman +3 more

Referential transparency of verbs in child-directed input by Japanese and American caregivers

PsyArXiv (OSF Preprints)(2024)10.31234/osf.io/d62vj
N/A
0DataRank · unranked
0 citations

Amy M. Lieberman, Michael C. Frank, Jessica Brough, Matthew James Valleau, Sudha Arunachalam +1 more

Development and validation of the NIH Baby Toolbox® language measures

Infant Behavior and Development(2025)10.1016/j.infbeh.2025.102121
N/A
0DataRank · unranked
7 citations

Elizabeth M. Dworak, Yun-Hee Han, Aaron J. Kaat, Vitali Ustsinovich, Jenny R. Saffran +4 more

Evidence for infant-directed speech preference is consistent across large-scale, multi-site replication and meta-analysis

HAL (Le Centre pour la Communication Scientifique Directe)(2023)10.31234/osf.io/etqs7
N/A
0DataRank · unranked
2 citations

Christopher Martin Mikkelsen Cox, Christina Bergmann, Angeline Tsui, Mélanie Söderström, Julien Mayor +10 more

A Unified Approach to Demographic Data Collection for Research with Young Children Across Diverse Cultures

Lancaster EPrints (Lancaster University)(2022)10.31234/osf.io/agt3d
N/A
0DataRank · unranked
11 citations

Mihaela Barokova, Heidi A. Baumgartner, Diana C Lopera, Paul Okyere Omane, Mark Sheskin +19 more