Nahum-Shani,Inbal | Survey Research Center

Research Professor, Survey Research Center, Institute for Social Research

Photo of Nahum-Shani,Inbal

Biography

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

Projects

d3center

Novel Longitudinal Methods for SMART Studies of Drug Abuse and HIV

Novel Longitudinal Methods for SMART Studies of Drug Abuse and HIV

Novel use of mHealth data to identify states of vulnerability and receptivity to JITAIs

Novel use of mHealth data to identify states of vulnerability and receptivity to JITAIs

Funded Research

Publications

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, 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.
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.
Leah Davis-Ewart, Christian Grov, Rachel Verhagen, Jennifer Manuel, Michael Viamonte, Samantha Dilworth, Nicole O'Dell, Omar Valentin, Sidney Carr, Emily Cherenack, Chelsea Henderson, Susanne Doblecki-Lewis, Inbal Nahum-Shani, Adam W Carrico. 2023. Motivational Enhancement Interventions to Increase Pre-Exposure Prophylaxis Use in Sexual Minority Men Who Use Stimulants: Protocol for a Pilot Sequential Multiple Assignment Randomized Trial. JMIR Research Protocols 12(1):e48459.
Ewa K. Czyz, Cheryl A. King, Nadia Al-Dajani, Lauren Zimmermann, Victor Hong, Inbal Nahum-Shani. 2023. EMAs and Passive Sensing in the Prediction of Short-Term Suicidal Ideation in Young Adults. JAMA Network Open 6(8):e2328005-e2328005.
John J. Dziak, Daniel Almirall, Walter Dempsey, Catherine Stanger, Inbal Nahum-Shani. 2023. SMART Binary: New Sample Size Planning Resources for SMART Studies with Binary Outcome Measurements. Multivariate Behavioral Research
Potter, Lindsey N., Jamie Roslyn Yap, Walter Dempsey, Wetter, David W., Inbal Nahum-Shani. 2023. 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
Inbal Nahum-Shani, Dziak, John J., Venera, Hanna, Pfammatter, Angela F., Spring, Bonnie, Walter Dempsey. 2023. Design of experiments with sequential randomizations on multiple timescales: the hybrid experimental design. Behavior Research Methods
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.
Cadmus-Bertram, Lisa, Solk, Payton, Agnew, Megan, Starikovsky, Julia, Schmidt, Christian, Morelli, Whitney A., Hodgson, Vanessa, Freeman, Hannah, Muller, Laura, Mishory, Abby, Naxi, Sondra, Carden, Lillian, Tevaarwerk, Amye J., Wolter, Melanie, Barber, Emma, Spencer, Ryan, Sesto, Mary E., Gradishar, William, Gangnon, Ronald, Spring, Bonnie, Inbal Nahum-Shani, Phillips, Siobhan M.. 2023. 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 130:107187.
Rebecca K. Sripada, Kayla Smith, Heather M. Walters, Dara Ganoczy, Myra Kim, Peter P. Grau, Inbal Nahum-Shani, Kyle K. Possemato, Eric R. Kuhn, Kara Zivin, Paul N. Pfeiffer, Kipling M. Bohnert, Jeffrey A. Cigrang, Kimberly M. Avallone, Sheila A.M. Rauch. 2023. Testing adaptive interventions to improve PTSD treatment outcomes in federally qualified health centers: Protocol for a randomized clinical trial. Contemporary Clinical Trials 129:107182.
Inbal Nahum-Shani, David Wetter, Susan Murphy. 2023. Adapting just-in-time interventions to vulnerability and receptivity: Conceptual and methodological considerations. Digital Therapeutics for Mental Health and Addiction: The State of the Science and Vision for the Future :77-87.
Carpenter,Stephanie Marita, Jamie Roslyn Yap, Megan E Patrick, Nicole Morrell, John Dziak, Daniel Almirall, Carolyn Yoon, Inbal Nahum-Shani. 2023. Self-relevant appeals to engage in self-monitoring of alcohol use: A microrandomized trial. Psychology of Addictive Behaviors 37(3):434-446.
Qian, Tianchen, Walton, Ashley E., Collins, Linda M., Klasnja, Predrag, Lanza, Stephanie T., Inbal Nahum-Shani, Rabbi, Mashfiqui, Russell, Michael A., Walton, Maureen A., Yoo, Hyesun, Murphy, Susan A.. 2022. The microrandomized trial for developing digital interventions: Experimental design and data analysis considerations. Psychological Methods 27(5):874-894.
Lindsey N. Potter, Chelsey R. Schlechter, Inbal Nahum-Shani, Cho Y. Lam, Paul M. Cinciripini, David W. Wetter. 2022. Socioeconomic status moderates within-person associations of risk factors and smoking lapse in daily life. Addiction 118(5):925-934.
Molly A. Anderson, Alan J. Budney, Nicholas C. Jacobson, Inbal Nahum-Shani, Catherine Stanger. 2022. End User Participation in the Development of an Ecological Momentary Intervention to Improve Coping With Cannabis Cravings: Formative Study. JMIR Formative Research 6(12):e40139.
Adam Horwitz, Ewa Cryz, Nadia Al-Dajani, Walter Dempsey, Zhuo Zhao, Inbal Nahum-Shani, Srijan Sen. 2022. Utilizing daily mood diaries and wearable sensor data to predict depression and suicidal ideation among medical interns. Journal of Affective Disorders 313:1-7.
Inbal Nahum-Shani, Dziak, John J., Wetter, David W.. 2022. MCMTC: A Pragmatic Framework for Selecting an Experimental Design to Inform the Development of Digital Interventions. Frontiers in Digital Health 4:798025.
Chow, Sy-Miin, Inbal Nahum-Shani, Baker, Justin T, Spruijt-Metz, Donna, Allen, Nicholas B, Auerbach, Ryan P, Dunton, Genevieve F, Friedman, Naomi P, Intille, Stephen S, Klasnja, Predrag, Marlin, Benjamin, Nock, Matthew K, Rauch, Scott L, Pavel, Misha, Vrieze, Scott, Wetter, David W, Kleiman, Evan M, Brick, Timothy R, Perry, Heather, Wolff-Hughes, Dana L, Intensive Longitudinal Health Behavior Network (ILHBN) , Bodovski, Yosef, Wang, Shirlene, Kaslander, Jonathan, Chu, Daniel, Ponnada, Aditya, Braga De Braganca, Rebecca, Schloesser, Dana, Chi, Guanqing, Rivera, Daniel, Liebenthal, Einat. 2022. The ILHBN: challenges, opportunities, and solutions from harmonizing data under heterogeneous study designs, target populations, and measurement protocols. Translational Behavioral Medicine 13(1):7-16.
Ullah, Md Azim , Chatterjee, Soujanya , Fagundes, Christopher P. , Lam, Cho , Inbal Nahum-Shani, Rehg, James M. , Wetter, David W. , Kumar, Santosh . 2022. mRisk: Continuous Risk Estimation for Smoking Lapse from Noisy Sensor Data with Incomplete and Positive-Only Labels. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 6(3):143.
Ronit Montal-Rosenberg, Peter A. Bamberger, Inbal Nahum-Shani, Mo Wang, Mary Larimer, Samuel B. Bacharach. 2022. Supervisor Undermining, Social Isolation and Subordinates’ Problematic Drinking: The Role of Depression and Perceived Drinking Norms. Journal of Drug Issues
Songqi Liu, Peter Bamberger, Mo Wang, Inbal Nahum-Shani, Mary Larimer, Samuel B. Bacharach. 2022. Behavior change versus stability during the college-to-work transition: Life course and the “stickiness” of alcohol misuse at career entry. Personnel Psychology
Lisa Militello, Michael Sobolev, Fabian Okeke, Daniel A. Adler, Inbal Nahum-Shani. 2022. Digital Prompts to Increase Engagement With the Headspace App and for Stress Regulation Among Parents: Feasibility Study. JMIR Formative Research 6(3):e30606.
Inbal Nahum-Shani, Shaw, Steven D., Stephanie Marita Carpenter, Murphy, Susan A., Yoon, Carolyn. 2022. Engagement in digital interventions.
Lara N. Coughlin, Inbal Nahum-Shani, Erin E. Bonar, Meredith L. Philyaw-Kotov, Mashfiqui Rabbi, Predrag Klasnja, Maureen A. Walton. 2021. Toward a Just-in-Time Adaptive Intervention to Reduce Emerging Adult Alcohol Use: Testing Approaches for Identifying When to Intervene. Substance Use & Misuse 56(14):2115-2125.
Samuel L. Battalio, David E. Conroya, Walter Dempsey, Peng Liao, Marianne Menictas, Susan Murphy, Inbal Nahum-Shani, Tianchen Qian, Santosh Kumar, Bonnie Spring. 2021. 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 109:106534.
Inbal Nahum-Shani, Lindsey N. Potter, Cho Y. Lam, Jamie R. Yap, Alexander Moreno, Rebecca Stoffel, Zhenke Wu, Neng Wan, Walter Dempsey, Santosh Kumar, Emre Ertin, Susan A. Murphy, James M. Rehg, David W. Wetter. 2021. The mobile assistance for regulating smoking (MARS) micro-randomized trial design protocol. Contemporary Clinical Trials 110:106513.
Moreno, Alexander, Zhenke Wu, Jamie Roslyn Yap, Lam, Cho, Wetter, David, Inbal Nahum-Shani, Walter Dempsey, Rehg, James M.. 2021. A Robust Functional EM Algorithm for Incomplete Panel Count Data. Advances in Neural Information Processing Systems 33:19828-19838.
E. K. Czyz, H. J. Koo, N. Al-Dajani, C. A. King, Inbal Nahum-Shani. 2021. Predicting short-term suicidal thoughts in adolescents using machine learning: developing decision tools to identify daily level risk after hospitalization. Psychological Medicine
Gibson, Bryan, Kramer, Heidi, Weir, Charlene, Fiol, Guilherme, Borbolla, Damian, Schlechter, Chelsey R, Lam, Cho, Nelson, Marci, Bohner, Claudia, Schulthies, Sandra, Sieperas, Tracey, Pruhs, Alan, Inbal Nahum-Shani, Fernandez, Maria E, Wetter, David W. 2021. Workflow analysis for design of an electronic health record-based tobacco cessation intervention in community health centers. JAMIA Open 4(3):ooaa070,.
Catherine Stanger, Tobias Kowatsch, Haiyi Xie, Inbal Nahum-Shani, Frances Lim-Liberty, Molly Anderson, Prabhakaran Santhanam, Sarah Kaden, Briana Rosenberg. 2021. A Digital Health Intervention (SweetGoals) for Young Adults With Type 1 Diabetes: Protocol for a Factorial Randomized Trial. JMIR Research Protocols 10(2):e27109.
Lara N Coughlin, Inbal Nahum-Shani, Meredith L Philyaw-Kotov, Erin E Bonar, Mashfiqui Rabbi, Predrag Klasnja, Susan Murphy, Maureen A Walton. 2021. Developing an Adaptive Mobile Intervention to Address Risky Substance Use Among Adolescents and Emerging Adults: Usability Study. JMIR mHealth and uHealth 9(1):e24424.
Greg Roberts, Nathan Clemens, Christian T. Doabler, Sharon Vaughn, Daniel Almirall, Inbal Nahum-Shani. 2021. Multitiered Systems of Support, Adaptive Interventions, and SMART Designs. Exceptional Children 88(1):8-25.
Inbal Nahum-Shani, Rabbi, Mashfiqui, Yap, Jamie, Philyaw-Kotov, Meredith L., Klasnja, Predrag, Bonar, Erin E., Cunningham, Rebecca M., Murphy, Susan A., Walton, Maureen A.. 2021. Translating strategies for promoting engagement in mobile health: A proof-of-concept microrandomized trial. Health Psychology 40(12):974-987.
Chelsey R. Schlechter, Guilherme Del Fiol, Cho Y. Lam, Maria E. Fernandez, Tom Greene, Melissa Yack, Sandra Schulthies, Marci Nelson, Claudia Bohner, Alan Pruhs, Tracey Siaperas, Kensaku Kawamoto, Bryan Gibson, Inbal Nahum-Shani, Timothy J. Walker, David W. Wetter. 2021. Application of community – engaged dissemination and implementation science to improve health equity. Preventive Medicine Reports 24:101620.
Ewa K. Czyz, Cheryl A. King, David Prouty, Valerie J. Micol, Maureen Walton, Inbal Nahum-Shani. 2021. Adaptive intervention for prevention of adolescent suicidal behavior after hospitalization: a pilot sequential multiple assignment randomized trial. Journal of Child Psychology and Psychiatry 62(8):1019-1031.
Megan E Patrick, Lyden, Grace R., Morrell, Nicole, Mehus, Christopher J., Gunlicks-Stoessel, Meredith, Lee, Christine M., King, Cheryl A., Bonar, Erin E., Inbal Nahum-Shani, Daniel Almirall, Larimer, Mary E., Vock, David M.. 2021. Main outcomes of M-bridge: A sequential multiple assignment randomized trial (SMART) for developing an adaptive preventive intervention for college drinking. 89(7):601-614.
Nicholas J Seewald, Kelley M Kidwell, Inbal Nahum-Shani, Tianshuang Wu, James R McKay, Daniel Almirall. 2020. Sample size considerations for comparing dynamic treatment regimens in a sequential multiple-assignment randomized trial with a continuous longitudinal outcome. Statistical Methods in Medical Research 29(7):1891-1912.
Ewa K. Czyz, Jamie R.T. Yap, Cheryl A. King, Inbal Nahum-Shani. 2020. Using Intensive Longitudinal Data to Identify Early Predictors of Suicide-Related Outcomes in High-Risk Adolescents: Practical and Conceptual Considerations. Assessment 28(8):1949-1959.
Palash Ghosh, Inbal Nahum-Shani, Bonnie Spring, Bibhas Chakraborty. 2020. Noninferiority and equivalence tests in sequential, multiple assignment, randomized trials (SMARTs). Psychological Methods 25(2):182-205.
Inbal Nahum-Shani, Daniel Almirall, Jamie Roslyn Yap, McKay, J R, Lynch, K G, Freiheit, E A, Dziak, J J. 2020. SMART longitudinal analysis: A tutorial for using repeated outcome measures from SMART studies to compare adaptive interventions.. Psychological methods 25(1):1-29.
Inbal Nahum-Shani, Ghosh, Palash , Spring, Bonnie , Chakraborty, Bibhas . 2020. Noninferiority and equivalence tests in sequential, multiple assignment, randomized trials (SMARTs). Psychological Methods 25(2):182-205.
Inbal Nahum-Shani, Fernandez, Maria E, Schlechter, Chelsey R, Del Fiol, Guilherme , Gibson, Bryan , Kawamoto, Kensaku , Siaperas, Tracey , Pruhs, Alan , Greene, Tom , Schulthies, Sandra , Nelson, Marci , Bohner, Claudia , Kramer, Heidi , Borbolla, Damian , Austin, Sharon , Weir, Charlene , Walker, Timothy W, Lam, Cho Y, Wetter, David W. 2020. 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 15(1):9.
Megan E Patrick, Jeffrey A. Boatman, Nicole Morrell, Anna C. Wagner, Grace R. Lyden, Inbal Nahum-Shani, Cheryl A. King, Erin E. Bonar, Christine M. Lee, Mary E. Larimer, David M. Vock, Daniel Almirall. 2020. A sequential multiple assignment randomized trial (SMART) protocol for empirically developing an adaptive preventive intervention for college student drinking reduction. Contemporary Clinical Trials 96:106089.
Stephanie Carpenter, Marianne Menictas, Inbal Nahum-Shani, David W. Wetter, Susan A. Murphy. 2020. Developments in Mobile Health Just-in-Time Adaptive Interventions for Addiction Science. Current Addiction Reports 7:280-290.
Jamie Roslyn Yap, Daniel Almirall, Inbal Nahum-Shani, Dziak, John J, McKay, James R, Lynch, Kevin G. 2019. A Data Analysis Method for Using Longitudinal Binary Outcome Data from a SMART to Compare Adaptive Interventions. Multivariate Behavioral Research
Inbal Nahum-Shani, Pfammatter, Angela Fidler, DeZelar, Margaret , Scanlan, Laura , McFadden, H Gene, Siddique, Juned , Hedeker, Donald , Spring, Bonnie . 2019. SMART: Study protocol for a sequential multiple assignment randomized controlled trial to optimize weight loss management. Contemporary Clinical Trials 82:36-45.
Inbal Nahum-Shani, Megan E Patrick, Daniel Almirall, Murphy, Susan A., Hall, Kelly L, August, Gerald J. 2019. Adaptive Intervention Designs in Substance Use Prevention. Prevention of Substance Use :263-280.
Inbal Nahum-Shani, Artman, William J, Wu, Tianshuang , Mckay, James R, Ertefaie, Ashkan . 2019. Power analysis in a SMART design: sample size estimation for determining the best embedded dynamic treatment regime. Biostatistics
Inbal Nahum-Shani, Bamberger, Peter . 2019. The lingering effects of work context: Ambient work-unit characteristics and the impact of retirement on alcohol consumption. Human Relations 72(4):675-705.
Inbal Nahum-Shani, Levy, Rachel , Mathai, Muthoni , Chatterjee, Purba , Ongeri, Linnet , Njuguna, Simon , Onyango, Dickens , Akena, Dickens , Rota, Grace , Otieno, Ammon , Neylan, Thomas C, Lukwata, Hafsa , Kahn, James G, Cohen, Craig R, Bukusi, David , Aarons, Gregory A, Burger, Rachel , Blum, Kelly , McCulloch, Charles E, Meffert, Susan M. 2019. Implementation research for public sector mental health care scale-up (SMART-DAPPER): a sequential multiple, assignment randomized trial (SMART) of non-specialist-delivered psychotherapy and/or medication for major depressive disorder and posttraumatic stress disorder (DAPPER) integrated with outpatient care clinics at a county hospital in Kenya. BMC Psychiatry 19(1):424.
Inbal Nahum-Shani, Wang, Ming-Te, Geisner, I M, Koopmann, J , Bamberger, P , Larimer, M E, Bacharach, S . 2018. When the party continues: Impulsivity and the effect of employment on young adults' post-college alcohol use. Addictive Behaviors 77:114-120.
Inbal Nahum-Shani, Bamberger, Peter A, Koopmann, Jaclyn , Wang, Mo , Larimer, Mary , Geisner, Irene , Bacharach, Samuel B. 2018. Does College Alcohol Consumption Impact Employment Upon Graduation? Findings From a Prospective Study. Journal of Applied Psychology 103(1):111-121.
Inbal Nahum-Shani, Dziak, John J. 2018. Multilevel Factorial Designs in Intervention Development. Optimization of Behavioral, Biobehavioral, and Biomedical Interventions: Advanced Topics :47-87.
Inbal Nahum-Shani, Czyz, E K, King, C A. 2018. Ecological assessment of daily suicidal thoughts and attempts among suicidal teens after psychiatric hospitalization: Lessons about feasibility and acceptability. Psychiatry Research 267:566-574.
Daniel Almirall, Inbal Nahum-Shani, Murphy, Susan A., Bidargaddi, Niranjan , Kovalcik, Michael , Pituch, Timothy , Maaieh, Haitham , Strecher, Victor . 2018. To Prompt or Not to Prompt? A Microrandomized Trial of Time-Varying Push Notifications to Increase Proximal Engagement With a Mobile Health App. JMIR mHealth and uHealth 6(11):e10123.
Inbal Nahum-Shani, Murphy, Susan A., Rabbi, M , Philyaw Kotov, M , Cunningham, R , Bonar, E E, Klasnja, P , Walton, M . 2018. Toward Increasing Engagement in Substance Use Data Collection: Development of the Substance Abuse Research Assistant App and Protocol for a Microrandomized Trial Using Adolescents and Emerging Adults. JMIR Research Protocols 7(7):e166.
Daniel Almirall, Inbal Nahum-Shani, Lu Wang, Connie Kasari. 2018. Experimental Designs for Research on Adaptive Interventions: Singly and Sequentially Randomized Trials. Optimization of Behavioral, Biobehavioral, and Biomedical Interventions: Advanced Topics :89-120.
Inbal Nahum-Shani, Murphy, Susan A., Walton, Ashley , Crosby, Lori , Klasnja, Predrag . 2018. Optimizing Digital Integrated Care via Micro-Randomized Trials. Clinical Pharmacology & Therapeutics 104(1):53-58.
Daniel Almirall, Inbal Nahum-Shani, Kasari, Connie , McCaffrey, Daniel F. 2018. Developing Optimized Adaptive Interventions in Education. Journal of Research on Educational Effectiveness 11(1):27-34.
Inbal Nahum-Shani, Daniel Almirall, Ertefaie, Ashkan , Lu, Xi , Lynch, Kevin G, McKay, James R, Oslin, David . 2017. A SMART Data Analysis Method for Constructing Adaptive Treatment Strategies for Substance Use Disorders. Addiction 112(3):901-909.
Inbal Nahum-Shani, Dziak, J J, Collins, L M. 2017. Multilevel Factorial Designs With Experiment-Induced Clustering. Psychological methods 23(3):458-479.
Inbal Nahum-Shani, Murphy, Susan A., ..., et al.. 2017. Center of Excellence for Mobile Sensor Data-to-Knowledge (MD2K). IEEE Pervasive Computing 16(2):18-22.
Inbal Nahum-Shani, Murphy, Susan A., Sarker, Hillol , Hovsepian, Karen , Chatterjee, Soujanya , Spring, Bonnie , Ertin, Emre , alâ€™Absi, Mustafa , Nakajima, Motohiro , Kumar, Santosh . 2017. From Markers to Interventions: The Case of Just-in-Time Stress Intervention. Mobile Health: Sensors, Analytic Methods, and Applications :411-433.
Inbal Nahum-Shani, Murphy, Susan A., Pelham, William E, Fabiano, Gregory A, Waxmonsky, James G, Greiner, Andrew R, Gnagy, Elizabeth M, Coxe, Stefany , Verley, Jessica , Bhatia, Ira , Hart, Katie , Karch, Kathryn , Konijnendijk, Evelien , Tresco, Katy . 2016. Treatment Sequencing for Childhood ADHD: A Multiple-Randomization Study of Adaptive Medication and Behavioral Interventions. Journal of Clinical Child & Adolescent Psychology 45(4):396-415. PMCID: PMC4930381.
Inbal Nahum-Shani, Murphy, Susan A., Smith, Shawna N, Spring, Bonnie J, Collins, Linda M, Witkiewitz, Katie , Tewari, Ambuj . 2016. Just-in-Time Adaptive Interventions (JITAIs) in Mobile Health: Key Components and Design Principles for Ongoing Health Behavior Support. Annals of Behavioral Medicine
Inbal Nahum-Shani, Daniel Almirall, Lu, Xi , Kasari, Connie , Lynch, Kevin G, Oslin, David W, Pelham, William E, Fabiano, Gregory . 2016. Comparing dynamic treatment regimes using repeated-measures outcomes: modeling considerations in SMART studies. Statistics in medicine 35(10):1595-1615.
Daniel Almirall, Inbal Nahum-Shani, DiStefano, Charlotte , Chang, Ya-Chih , Shire, Stephanie , Kaiser, Ann , Lu, Xi , Landa, Rebecca , Mathy, Pamela , Kasari, Connie . 2016. Longitudinal Effects of Adaptive Interventions With a Speech-Generating Device in Minimally Verbal Children With ASD. Journal of Clinical Child & Adolescent Psychology 45(4):442-456.
Inbal Nahum-Shani, Ertefaie, Ashkan , Wu, Tianshuang , Lynch, Kevin G. 2016. Identifying a set that contains the best dynamic treatment regimes. Biostatistics 17(1):135-148.
Inbal Nahum-Shani, Hekler, Eric B, Spruijt-Metz, Donna . 2015. Building health behavior models to guide the development of just-in-time adaptive interventions: A pragmatic framework. Health Psychology 34(Suppl):1209-1219.
King,Anthony P, Inbal Nahum-Shani, Jakicic, J M, Sox, H , Blair, S N, Bensink, M , Johnson, W G, Lee, I M, Sallis, J F, Sallis, R E, Craft, L , Whitehead, J R, Ainsworth, B E. 2015. Comparative Effectiveness Research: A Roadmap for Physical Activity and Lifestyle. Medicine and science in sports and exercise 47(8):1747-1754.
Inbal Nahum-Shani, Murphy, Susan A., ..., et al.. 2015. Center of excellence for mobile sensor data-to-knowledge (MD2K). Journal of the American Medical Informatics Association 22(6):1137-1142.
Walter Dempsey, Liao, Peng, Klasnja, Pedja, Inbal Nahum-Shani, Murphy, Susan. 2015. Randomised trials for the Fitbit generation. Significance 12(6):20-23.
Daniel Almirall, Inbal Nahum-Shani, Murphy, Susan A., Sherwood, Nancy E. 2014. Introduction to SMART designs for the development of adaptive interventions: with application to weight loss research. Translational Behavioral Medicine 4(3):260-274.
Inbal Nahum-Shani, Vinokur, Amiram, Henderson, Melanie M, Lim, Sandy . 2014. Supervisor support: Does supervisor support buffer or exacerbate the adverse effects of supervisor undermining?. Journal of Applied Psychology 99(3):484-503.
Inbal Nahum-Shani, Daniel Almirall, Collins, LM . 2014. Optimization of behavioral dynamic treatment regimens based on the sequential, multiple assignment, randomized trial (SMART).. Clinical Trails 11(4):426-434.
Inbal Nahum-Shani, Henderson, Minuet, Murphy, Susan A., Xi, L . 2012. Innovative Experimental Design for Developing Effective Technology-Supported Help-Seeking Interventions. Advances in Help-Seeking Research and Applications: The Role of Emerging Technologies
Inbal Nahum-Shani, Daniel Almirall, Murphy, Susan A., Qian, Min , Pelham, William E, Gnagy, Beth , Fabiano, Gregory A, Waxmonsky, James G, Yu, Jihnhee . 2012. Experimental design and primary data analysis methods for comparing adaptive interventions. Psychological methods 17(4):457-477.
Inbal Nahum-Shani, Daniel Almirall, Murphy, Susan A., Qian, Min , Pelham, William E, Gnagy, Beth , Fabiano, Gregory A, Waxmonsky, James G, Yu, Jihnhee . 2012. Q-learning: A data analysis method for constructing adaptive interventions. Psychological methods 17(4):478-494.
Inbal Nahum-Shani, Murphy, Susan A., Lei, H , Lynch, K , Oslin, D . 2012. A "SMART" Design for Building Individualized Treatment Sequences. Annual Review of Clinical Psychology 8(1):21-48.
Inbal Nahum-Shani, Dziak, J J, Collins, Linda M. 2012. Multilevel factorial experiments for developing behavioral interventions: power, sample size, and resource considerations. Psychological methods 17(2):153-175.
Inbal Nahum-Shani, Somech, A . 2011. Leadership, OCB and individual differences: Idiocentrism and allocentrism as moderators of the relationship between transformational and transactional leadership and OCB. Leadership Quarterly 22(2):353-366.
Inbal Nahum-Shani, Bamberger, Peter A. 2011. Work hours, retirement, and supportive relations among older adults. Journal of Organizational Behavior 32(2):345-369.
Inbal Nahum-Shani, Bamberger, P A. 2011. Explaining the variable effects of social support on work-based stressor-strain relations: The role of perceived pattern of support exchange. Organizational behavior and human decision processes 114(1):49-63.
Inbal Nahum-Shani, Bamberger, Peter A, Bacharach, Samuel B. 2011. Social Support and Employee Well-Being. Journal of health & social behavior 52(1):123-139.
Inbal Nahum-Shani, Cohen, A , Doveh, E , Ayala Cohen, Etti Doveh. 2010. Further insight and additional inference methods for polynomial regression applied to the analysis of congruence. Multivariate Behavioral Research 45(5):828-852.
Inbal Nahum-Shani, Rothrock, Ling , Cohen, Ayala , Yin, Jing , Thiruvengada, Hari . 2009. Analyses of team performance in a dynamic task environment. Applied Ergonomics 40(4):699-706.
Inbal Nahum-Shani, Bamberger, Peter , Kohn, Ela . 2008. Aversive Workplace Conditions and Employee Grievance Filing: The Moderating Effects of Gender and Ethnicity. Industrial Relations 47(2):229-259.