![Inbal Nahum-Shani](https://api.isr.umich.edu/wp-content/uploads/2020/06/photo_inbal.jpg)
Inbal Nahum-Shani
Research Professor, Survey Research Center, Institute for Social Research
- Email Inbal Nahum-Shani
- (734)763-7562
- CV (PDF)
- Google Scholar Profile
BIO
My research focuses on using behavioral theory and novel methodologies to develop adaptive interventions, namely interventions that use ongoing information about the individual to modify the type/intensity/delivery-mode of support.
Health Psychology:
- Adaptive Interventions
- Just-In-Time Adaptive Interventions
- Social Support, Stress and Health
Research Methods:
- Sequential Multiple Assignment Randomized Trial (SMART) and related data analytic methods for constructing adaptive interventions
- Factorial and Fractional Factorial Designs
- Multilevel Data Analysis and Experimental Designs for developing behavioral interventions
- John J. Dziak, Daniel Almirall, Walter Dempsey, Catherine Stanger, Inbal Nahum-Shani. 2024. SMART Binary: New Sample Size Planning Resources for SMART Studies with Binary Outcome Measurements. Multivariate Behavioral Research 59(1):1-16.
- Jones, Dusti R, Potter, Lindsey N, Lam, Cho Y, Schlechter, Chelsey R, Inbal Nahum-Shani, Fagundes, Christopher, Wetter, David W. 2024. Examining Links Between Distinct Affective States and Tobacco Lapse During a Cessation Attempt Among African Americans: A Cohort Study. Annals of Behavioral Medicine
- Inbal Nahum-Shani, Greer, Zara M., Trella, Anna L., Zhang, Kelly W., Stephanie Carpenter, Rünger, Dennis, Elashoff, David, Murphy, Susan A., Shetty, Vivek. 2024. Optimizing an adaptive digital oral health intervention for promoting oral self-care behaviors: Micro-randomized trial protocol. Contemporary Clinical Trials 139:107464.
- Linda M. Collins, Inbal Nahum-Shani, Kate Guastaferro, Jillian C. Strayhorn, David J. Vanness, Susan A. Murphy. 2024. Intervention Optimization: A Paradigm Shift and Its Potential Implications for Clinical Psychology. Annual Review of Clinical Psychology
- Inbal Nahum-Shani, Dziak, John J., Venera, Hanna, Pfammatter, Angela F., Spring, Bonnie, Walter Dempsey. 2024. Design of experiments with sequential randomizations on multiple timescales: the hybrid experimental design. Behavior Research Methods 56:1770–1792.
- Inbal Nahum-Shani, Carolyn Yoon. 2024. Toward the Science of Engagement With Digital Interventions. Current Directions in Psychological Science
- Jamie Roslyn Yap, John J Dziak, Kevin Lynch, Bibhas Chakraborty, Inbal Nahum-Shani. 2023. 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 32(7):1267-1283.
- Stephanie Carpenter, Zara M. Greer, Rebecca Newman, Susan A. Murphy, Vivek Shetty, Inbal Nahum-Shani. 2023. Developing Message Strategies to Engage Racial and Ethnic Minority Groups in Digital Oral Self-Care Interventions: Participatory Co-Design Approach. JMIR Formative Research 7(1):e49179.
- Potter, Lindsey N., Inbal Nahum-Shani, Wetter, David W.. 2023. Digital technology for tobacco control: Novel data collection, study designs, and interventions. Frontiers in Digital Health 5:1341759.
- Chelsey R Schlechter, Guilherme Del Fiol, Dusti R Jones, Brian Orleans, Bryan Gibson, Inbal Nahum-Shani, Ellen Maxfield, Amy Locke, Ryan Cornia, Richard Bradshaw, Jennifer Wirth, Shanna J Jaggers, Cho Y Lam, David W Wetter. 2023. 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 13(11):e075157.