Inbal Nahum‐Shani

Also affiliated with Institute for Social Research

PsychologyHealth ProfessionsMathematics

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 5%percentile

0.514Author DataRank

Indexed papers

1in 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 1 indexed paper 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 →

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

The ILHBN: challenges, opportunities, and solutions from harmonizing data under heterogeneous study designs, target populations, and measurement protocols

Translational Behavioral Medicine(2022)10.1093/tbm/ibac069

Top 38%

0.514DataRank

Top 38%11 citations

Inbal Nahum‐Shani, Justin T. Baker, Donna Spruijt‐Metz, Nicholas B. Allen, Randy P. Auerbach +26 more

Papers

Driven by 50 papers — median percentile 62. Top paper: “QuitSMART Utah: an implementation study protocol for a cluster-randomized, multi-level Sequential Multiple Assignment Randomized Trial to increase Reach and Impact of tobacco cessation treatment in Community Health Centers”.

QuitSMART Utah: an implementation study protocol for a cluster-randomized, multi-level Sequential Multiple Assignment Randomized Trial to increase Reach and Impact of tobacco cessation treatment in Community Health Centers

Implementation Science(2020)10.1186/s13012-020-0967-2

N/A

1.2DataRank · unranked

32 citations

Chelsey R. Schlechter, Guilherme Del Fiol, Bryan Gibson, Kensaku Kawamoto, Tracey Siaperas +14 more

Translating strategies for promoting engagement in mobile health: A proof-of-concept microrandomized trial.

Health Psychology(2021)10.1037/hea0001101

N/A

1.1DataRank · unranked

45 citations

Mashfiqui Rabbi, Jamie Yap, Meredith L. Philyaw-Kotov, Predrag Klasnja, Erin E. Bonar +4 more

Hybrid Experimental Designs for Intervention Development: What, Why, and How

Advances in Methods and Practices in Psychological Science(2022)10.1177/25152459221114279

N/A

0.529DataRank · unranked

33 citations

John J. Dziak, Maureen A. Walton, Walter Dempsey, Inbal Nahum‐Shani

The ILHBN: challenges, opportunities, and solutions from harmonizing data under heterogeneous study designs, target populations, and measurement protocols

Translational Behavioral Medicine(2022)10.1093/tbm/ibac069

Top 38%

0.514DataRank

Top 38%11 citations

Inbal Nahum‐Shani, Justin T. Baker, Donna Spruijt‐Metz, Nicholas B. Allen, Randy P. Auerbach +26 more

The mobile assistance for regulating smoking (MARS) micro-randomized trial design protocol

Contemporary Clinical Trials(2021)10.1016/j.cct.2021.106513

N/A

0.477DataRank · unranked

23 citations

Lindsey N. Potter, Cho Y. Lam, Jamie Yap, Alexander Moreno, Rebecca Stoffel +9 more

A multi-site trial of an electronic health integrated physical activity promotion intervention in breast and endometrial cancers survivors: MyActivity study protocol

Contemporary Clinical Trials(2023)10.1016/j.cct.2023.107187

N/A

0.437DataRank · unranked

6 citations

Payton Solk, Megan Agnew, Julia Starikovsky, Christian Schmidt, Whitney Morelli +17 more

Developing Message Strategies to Engage Racial and Ethnic Minority Groups in Digital Oral Self-Care Interventions: Participatory Co-Design Approach

JMIR Formative Research(2023)10.2196/49179

N/A

0.385DataRank · unranked

12 citations

Zara M. Greer, Rebecca Newman, Susan A. Murphy, Vivek Shetty, Inbal Nahum‐Shani +1 more

A mobile health intervention for emerging adults with regular cannabis use: A micro-randomized pilot trial design protocol

Contemporary Clinical Trials(2024)10.1016/j.cct.2024.107667

N/A

0.367DataRank · unranked

8 citations

Maya Campbell, Tiffany Wheeler, Chávez Rodríguez, Autumn Rae Florimbio, Susobhan Ghosh +11 more

Digital Adaptive Behavioral Interventions to Improve HIV Prevention and Care: Innovations in Intervention Approach and Experimental Design

Current HIV/AIDS Reports(2023)10.1007/s11904-023-00671-z

N/A

0.345DataRank · unranked

9 citations

Sylvie Naar, Inbal Nahum‐Shani

Dynamic models of stress-smoking responses based on high-frequency sensor data

npj Digital Medicine(2021)10.1038/s41746-021-00532-2

N/A

0.345DataRank · unranked

9 citations

Elyse Daly, Timothy Hnat, Syed Monowar Hossain, Santosh Kumar, Constantino Lagoa +5 more

Momentary mindfulness versus distraction coping messages to reduce cannabis craving among young adults: A microrandomized trial.

Psychology of Addictive Behaviors(2024)10.1037/adb0001029

N/A

0.294DataRank · unranked

5 citations

Molly Anderson, Haiyi Xie, Tonychris Nnaka, Alan J. Budney, Tianchen Qian +3 more

Supervisor Undermining, Social Isolation and Subordinates’ Problematic Drinking: The Role of Depression and Perceived Drinking Norms

Journal of Drug Issues(2022)10.1177/00220426221098981

N/A

0.292DataRank · unranked

6 citations

Peter Bamberger, Inbal Nahum‐Shani, Mo Wang, Mary E. Larimer, Samuel B. Bacharach +1 more

A Bayesian joint longitudinal-survival model with a latent stochastic process for intensive longitudinal data

Biometrics(2025)10.1093/biomtc/ujaf052

N/A

0.208DataRank · unranked

3 citations

Walter Dempsey, Inbal Nahum‐Shani, Lindsey N. Potter, David W. Wetter, Cho Y. Lam +2 more

Increasing the reach of evidence-based interventions for weight management and diabetes prevention among Medicaid patients: study protocol for a pilot Sequential Multiple Assignment Randomised Trial

BMJ Open(2023)10.1136/bmjopen-2023-075157

N/A

0.177DataRank · unranked

2 citations

Guilherme Del Fiol, Dusti R. Jones, Brian Orleans, Bryan Gibson, Inbal Nahum‐Shani +9 more

SMART Binary: New Sample Size Planning Resources for SMART Studies with Binary Outcome Measurements

Multivariate Behavioral Research(2023)10.1080/00273171.2023.2229079

N/A

0.165DataRank · unranked

2 citations

Daniel Almirall, Walter Dempsey, Catherine Stanger, Inbal Nahum‐Shani, John J. Dziak

Predictors of 90-Day Colectomy in Hospitalized Patients Receiving Infliximab for Acute Severe Ulcerative Colitis at a Tertiary Care Center

medRxiv(2022)10.1101/2022.05.16.22275155

N/A

0.165DataRank · unranked

2 citations

Neelakanta Anurag Atkuri, Elliot Berinstein, Jessica L. Sheehan, Laura A. Johnson, Shirley Cohen‐Mekelburg +8 more

A Deployed Online Reinforcement Learning Algorithm In An Oral Health Clinical Trial

arXiv (Cornell University)(2024)10.48550/arxiv.2409.02069

N/A

0.121DataRank · unranked

1 citations

Kelly Zhang, Hinal Jajal, Inbal Nahum‐Shani, Vivek Shetty, Finale Doshi-Velez +2 more

Sample size estimation for comparing dynamic treatment regimens in a SMART: A Monte Carlo-based approach and case study with longitudinal overdispersed count outcomes

Statistical Methods in Medical Research(2023)10.1177/09622802231167435

N/A

0DataRank · unranked

2 citations

John J. Dziak, Raju Maiti, Kevin G. Lynch, James R. McKay, Bibhas Chakraborty +2 more

Reward Design for an Online Reinforcement Learning Algorithm Supporting Oral Self-Care

Proceedings of the AAAI Conference on Artificial Intelligence(2023)10.1609/aaai.v37i13.26866

N/A

0DataRank · unranked

15 citations

Kelly Zhang, Inbal Nahum‐Shani, Vivek Shetty, Finale Doshi-Velez, Susan A. Murphy +1 more

A Continuous-Time Dynamic Factor Model for Intensive Longitudinal Data Arising from Mobile Health Studies

arXiv (Cornell University)(2023)10.48550/arxiv.2307.15681

N/A

0DataRank · unranked

2 citations

Walter Dempsey, Inbal Nahum‐Shani, Cho Y. Lam, David W. Wetter, Jeremy M. G. Taylor +1 more

Design of Experiments with Sequential Randomizations on Multiple Timescales: The Hybrid Experimental Design

arXiv (Cornell University)(2023)10.48550/arxiv.2302.09046

N/A

0DataRank · unranked

1 citations

John J. Dziak, Hanna Venera, Angela Fidler Pfammatter, Bonnie Spring, Walter Dempsey +1 more

Editorial: Digital technology for tobacco control: Novel data collection, study designs, and interventions

Frontiers in Digital Health(2023)10.3389/fdgth.2023.1341759

N/A

0DataRank · unranked

1 citations

Inbal Nahum‐Shani, David W. Wetter, Lindsey N. Potter

Dyadic Reinforcement Learning

arXiv (Cornell University)(2023)10.48550/arxiv.2308.07843

N/A

0DataRank · unranked

0 citations

Lluis Salvat Niell, Sung Won Choi, Inbal Nahum‐Shani, Guy Shani, Susan A. Murphy +1 more

Optimizing an adaptive digital oral health intervention for promoting oral self-care behaviors: Micro-randomized trial protocol

Contemporary Clinical Trials(2024)10.1016/j.cct.2024.107464

N/A

0DataRank · unranked

12 citations

Zara M. Greer, Anna L. Trella, Kelly Zhang, Stephanie M. Carpenter, Dennis Rünger +4 more

Acceptability and feasibility of a mobile behavioral economic health intervention to reduce alcohol use in adults in rural areas

Drug and Alcohol Dependence Reports(2024)10.1016/j.dadr.2024.100225

N/A

0DataRank · unranked

4 citations

Erin E. Bonar, Isabelle Duguid, L Hellman, Sarah Salino, Chelsea Wilkins +9 more

A latent variable approach to jointly modeling longitudinal and cumulative event data using a weighted two‐stage method

Statistics in Medicine(2024)10.1002/sim.10171

N/A

0DataRank · unranked

1 citations

Inbal Nahum‐Shani, Cho Y. Lam, Lindsey N. Potter, David W. Wetter, Walter Dempsey +1 more

Organizational on-boarding practices and shifts in alcohol misuse among at-risk college recruits

The International Journal of Human Resource Management(2024)10.1080/09585192.2024.2401580

N/A

0DataRank · unranked

1 citations

Mo Wang, Samuel B. Bacharach, Mary E. Larimer, Inbal Nahum‐Shani, Peter Bamberger

Monitoring Fidelity of Online Reinforcement Learning Algorithms in Clinical Trials

arXiv (Cornell University)(2024)10.48550/arxiv.2402.17003

N/A

0DataRank · unranked

0 citations

Kelly Zhang, Inbal Nahum‐Shani, Vivek Shetty, Iris Yan, Finale Doshi-Velez +2 more

Data integration methods for micro-randomized trials

arXiv (Cornell University)(2024)10.48550/arxiv.2403.13934

N/A

0DataRank · unranked

0 citations

Inbal Nahum‐Shani, Lindsey N. Potter, Cho Y. Lam, David W. Wetter, Walter Dempsey +1 more

A Bayesian joint longitudinal-survival model with a latent stochastic process for intensive longitudinal data

arXiv (Cornell University)(2024)10.48550/arxiv.2405.00179

N/A

0DataRank · unranked

0 citations

Walter Dempsey, Inbal Nahum‐Shani, Lindsey N. Potter, David W. Wetter, Cho Y. Lam +2 more

Effective Monitoring of Online Decision-Making Algorithms in Digital Intervention Implementation

arXiv (Cornell University)(2024)10.48550/arxiv.2409.10526

N/A

0DataRank · unranked

0 citations

Susobhan Ghosh, Erin E. Bonar, Lara N. Coughlin, Finale Doshi-Velez, Yongyi Guo +8 more

A Continuous-Time Dynamic Factor Model for Intensive Longitudinal Data Arising from Mobile Health Studies

Psychometrika(2025)10.1017/psy.2025.10023

N/A

0DataRank · unranked

1 citations

Walter Dempsey, Inbal Nahum‐Shani, Cho Y. Lam, David W. Wetter, Jeremy M. G. Taylor +1 more

A Deployed Online Reinforcement Learning Algorithm in an Oral Health Clinical Trial

Proceedings of the AAAI Conference on Artificial Intelligence(2025)10.1609/aaai.v39i28.35143

N/A

0DataRank · unranked

3 citations

Kelly Zhang, Hinal Jajal, Inbal Nahum‐Shani, Vivek Shetty, Finale Doshi-Velez +2 more

Reinforcement Learning on Dyads to Enhance Medication Adherence

arXiv (Cornell University)(2025)10.48550/arxiv.2502.06835

N/A

0DataRank · unranked

1 citations

Hinal Jajal, Sung Won Choi, Inbal Nahum‐Shani, Guy Shani, Alexandra M. Psihogios +3 more

Sense2Stop: A micro-randomized trial using wearable sensors to optimize a just-in-time-adaptive stress management intervention for smoking relapse prevention

Contemporary Clinical Trials(2021)10.1016/j.cct.2021.106534

N/A

0DataRank · unranked

76 citations

David E. Conroy, Walter Dempsey, Peng Liao, Marianne Menictas, Susan A. Murphy +5 more

Workflow analysis for design of an electronic health record-based tobacco cessation intervention in community health centers

JAMIA Open(2021)10.1093/jamiaopen/ooaa070

N/A

0DataRank · unranked

12 citations

Heidi Kramer, Charlene Weir, Guilherme Del Fiol, Damián Borbolla, Chelsey R. Schlechter +10 more

Multitiered Systems of Support, Adaptive Interventions, and SMART Designs

Exceptional Children(2021)10.1177/00144029211024141

N/A

0DataRank · unranked

7 citations

Nathan H. Clemens, Christian T. Doabler, Sharon Vaughn, Daniel Almirall, Inbal Nahum‐Shani +1 more

SMART Binary: Sample Size Calculation for Comparing Adaptive Interventions in SMART studies with Longitudinal Binary Outcomes

arXiv (Cornell University)(2021)10.48550/arxiv.2110.05535

N/A

0DataRank · unranked

0 citations

Daniel Almirall, Walter Dempsey, Catherine Stanger, Inbal Nahum‐Shani, John J. Dziak

Engagement in digital interventions.

American Psychologist(2022)10.1037/amp0000983

N/A

0DataRank · unranked

186 citations

Steven D. Shaw, Stephanie M. Carpenter, Susan A. Murphy, Carolyn Yoon, Inbal Nahum‐Shani

The microrandomized trial for developing digital interventions: Experimental design and data analysis considerations.

Psychological Methods(2022)10.1037/met0000283

N/A

0DataRank · unranked

102 citations

Ashley Walton, Linda M. Collins, Predrag Klasnja, Stephanie T. Lanza, Inbal Nahum‐Shani +6 more

Utilizing daily mood diaries and wearable sensor data to predict depression and suicidal ideation among medical interns

Journal of Affective Disorders(2022)10.1016/j.jad.2022.06.064

N/A

0DataRank · unranked

30 citations

Ewa K. Czyz, Nadia Al‐Dajani, Walter Dempsey, Zhuo Zhao, Inbal Nahum‐Shani +2 more

MCMTC: A Pragmatic Framework for Selecting an Experimental Design to Inform the Development of Digital Interventions

Frontiers in Digital Health(2022)10.3389/fdgth.2022.798025

N/A

0DataRank · unranked

26 citations

John J. Dziak, David W. Wetter, Inbal Nahum‐Shani

Self-relevant appeals to engage in self-monitoring of alcohol use: A microrandomized trial.

Psychology of Addictive Behaviors(2022)10.1037/adb0000855

N/A

0DataRank · unranked

20 citations

Jamie Yap, Megan E. Patrick, Nicole Morrell, John J. Dziak, Daniel Almirall +3 more

Behavior change versus stability during the college‐to‐work transition: Life course and the “stickiness” of alcohol misuse at career entry

Personnel Psychology(2022)10.1111/peps.12519

N/A

0DataRank · unranked

19 citations

Peter Bamberger, Mo Wang, Inbal Nahum‐Shani, Mary E. Larimer, Samuel B. Bacharach +1 more

Socio‐economic status moderates within‐person associations of risk factors and smoking lapse in daily life

Addiction(2022)10.1111/add.16116

N/A

0DataRank · unranked

4 citations

Chelsey R. Schlechter, Inbal Nahum‐Shani, Cho Y. Lam, Paul M. Cinciripini, David W. Wetter +1 more

mRisk

Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies(2022)10.1145/3550308

N/A

0DataRank · unranked

1 citations

Soujanya Chatterjee, Christopher P. Fagundes, Cho Y. Lam, Inbal Nahum‐Shani, James M. Rehg +3 more

Designing Reinforcement Learning Algorithms for Digital Interventions: Pre-implementation Guidelines

Preprints.org(2022)10.20944/preprints202206.0028.v1

N/A

0DataRank · unranked

8 citations

Kelly Zhang, Inbal Nahum‐Shani, Vivek Shetty, Finale Doshi-Velez, Susan A. Murphy +1 more

Integrating Intensive Longitudinal Data (ILD) to Inform the Development of Dynamic Theories of Behavior Change and Intervention Design: a Case Study of Scientific and Practical Considerations

Prevention Science(2023)10.1007/s11121-023-01495-4

N/A

0DataRank · unranked

9 citations

Jamie Yap, Walter Dempsey, David W. Wetter, Inbal Nahum‐Shani, Lindsey N. Potter

Design of experiments with sequential randomizations on multiple timescales: the hybrid experimental design

Behavior Research Methods(2023)10.3758/s13428-023-02119-z

N/A

0DataRank · unranked

8 citations

John J. Dziak, Hanna Venera, Angela Fidler Pfammatter, Bonnie Spring, Walter Dempsey +1 more

Multiple imputation of missing data in multilevel ecological momentary assessments: an example using smoking cessation study data

Frontiers in Digital Health(2023)10.3389/fdgth.2023.1099517

N/A

0DataRank · unranked

11 citations

Yanling Li, Lindsey N. Potter, Cho Y. Lam, Inbal Nahum‐Shani, David W. Wetter +2 more

Inbal Nahum‐Shani

Indexed papers

Top data-sharing exemplar

Papers