Inbal Nahum-Shani
Scholar

Inbal Nahum-Shani

Google Scholar ID: 6PI86E8AAAAJ
University of Michigan
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Citations & Impact
All-time
Citations
7,120
 
H-index
40
 
i10-index
82
 
Publications
20
 
Co-authors
0
 
Contact
CVOpen ↗
Publications
3 items
Estimation of Time-Varying Treatment Effects in a Joint Model for Longitudinal and Recurrent Event Outcomes in Mobile Health Data
2026
Cited
0
Evaluating time-varying treatment effects in hybrid SMART-MRT designs
2026
Cited
0
Constructing Evidence-Based Tailoring Variables for Adaptive Interventions
2025
Cited
0
Resume
Academic Achievements
  • Published in Psychometrika (2025) on continuous-time dynamic factor models for mHealth data
  • Published in Biometrics (2025) on data integration methods for micro-randomized trials
  • Co-authored a 2025 review on JITAIs in Annual Review of Psychology
  • Published a pilot RCT on text-based intervention for parents of suicidal adolescents in Journal of Consulting and Clinical Psychology (2025)
  • Leads or co-leads multiple major grants from NIH/NCI, NIH/NIMH, NIH/NIDA, and DoD with total funding exceeding $10M
  • Co-leads the $13.2M MAPS Center (P50 DA054039) focused on personalized interventions for SUD and HIV
Background
  • Collegiate Research Professor at the Institute for Social Research, University of Michigan
  • Director of the Data-Science for Dynamic Decision-Making Center (d3c)
  • Primary research focus: harnessing adaptive interventions to transform health care
  • Specializes in Just-In-Time Adaptive Interventions (JITAIs) that use mobile and sensing technologies to deliver real-time, context-aware support
  • Work is highly interdisciplinary, spanning behavioral health, applied psychology, and advanced methodology
  • Developed the Hybrid Experimental Design (HED) to optimize integration of human-delivered and digital intervention components