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List of works by Inbal Nahum-Shani

A Data Analysis Method for Using Longitudinal Binary Outcome Data from a SMART to Compare Adaptive Interventions

scientific article published on 20 January 2019

A Digital Health Intervention (SweetGoals) for Young Adults With Type 1 Diabetes: Protocol for a Factorial Randomized Trial

scientific article published on 23 February 2021

A Robust Functional EM Algorithm for Incomplete Panel Count Data ⬇️

scientific article published in November 2020

A SMART data analysis method for constructing adaptive treatment strategies for substance use disorders

scientific article

A sequential multiple assignment randomized trial (SMART) protocol for empirically developing an adaptive preventive intervention for college student drinking reduction

scientific article published on 24 July 2020

Analyses of team performance in a dynamic task environment

scientific article

Building health behavior models to guide the development of just-in-time adaptive interventions: A pragmatic framework

scientific article published on December 2015

Center of Excellence for Mobile Sensor Data-to-Knowledge (MD2K).

scientific article published on 3 April 2017

Center of excellence for mobile sensor data-to-knowledge (MD2K)

scientific article

Comparative Effectiveness Research: A Roadmap for Physical Activity and Lifestyle

scientific article published in August 2015

Comparing dynamic treatment regimes using repeated-measures outcomes: modeling considerations in SMART studies

scientific article published on 6 December 2015

Developing Optimized Adaptive Interventions in Education

scientific article published on 29 November 2017

Does College Alcohol Consumption Impact Employment Upon Graduation? Findings From a Prospective Study.

scientific article

Engagement in digital interventions.

scientific article published on 17 March 2022

Experimental design and primary data analysis methods for comparing adaptive interventions

scientific article

Explaining the Variable Effects of Social Support on Work-Based Stressor-Strain Relations: The Role of Perceived Pattern of Support Exchange.

scientific article

Finding Significant Stress Episodes in a Discontinuous Time Series of Rapidly Varying Mobile Sensor Data

scientific article published on 01 May 2016

Further Insight and Additional Inference Methods for Polynomial Regression Applied to the Analysis of Congruence ⬇️

scientific article published on September 1, 2010

Identifying a set that contains the best dynamic treatment regimes

scientific article published on 3 August 2015

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 posttrauma

scientific article published on 28 December 2019

Introduction to SMART designs for the development of adaptive interventions: with application to weight loss research

scientific article

Just-in-Time Adaptive Interventions (JITAIs) in Mobile Health: Key Components and Design Principles for Ongoing Health Behavior Support

scientific article published on 23 September 2016

Leadership, OCB and Individual Differences: Idiocentrism and Allocentrism as Moderators of the Relationship between Transformational and Transactional Leadership and OCB.

scientific article published on April 2011

Longitudinal Effects of Adaptive Interventions With a Speech-Generating Device in Minimally Verbal Children With ASD

scientific article published on 08 March 2016

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

scientific article published on 09 March 2022

Multilevel Factorial Designs With Experiment-Induced Clustering

scientific article published on 06 April 2017

Multilevel factorial experiments for developing behavioral interventions: power, sample size, and resource considerations

scientific article

New Directions for Motivational Incentive Interventions for Smoking Cessation

scientific article published on 28 February 2022

Noninferiority and equivalence tests in sequential, multiple assignment, randomized trials (SMARTs)

scientific article published on 09 September 2019

Optimization of behavioral dynamic treatment regimens based on the sequential, multiple assignment, randomized trial (SMART).

scientific article

Optimizing Digital Integrated Care via Micro-Randomized Trials

scientific article published on 31 March 2018

Power analysis in a SMART design: sample size estimation for determining the best embedded dynamic treatment regime

scientific article published on 30 October 2018

Q-learning: a data analysis method for constructing adaptive interventions

scientific article

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

scientific article published on 30 January 2020

Randomised trials for the Fitbit generation

scientific article

SARA: A Mobile App to Engage Users in Health Data Collection

article

SMART longitudinal analysis: A tutorial for using repeated outcome measures from SMART studies to compare adaptive interventions

scientific article published on 18 July 2019

SMART: Study protocol for a sequential multiple assignment randomized controlled trial to optimize weight loss management

scientific article published on 23 May 2019

Sample size considerations for comparing dynamic treatment regimens in a sequential multiple-assignment randomized trial with a continuous longitudinal outcome

scientific article published on 01 October 2019

School Climate and Students’ Early Mathematics Learning: Another Search for Contextual Effects

Social support and employee well-being: the conditioning effect of perceived patterns of supportive exchange.

scientific article published on March 2011

Supervisor support: does supervisor support buffer or exacerbate the adverse effects of supervisor undermining?

scientific article published on 3 February 2014

The lingering effects of work context: Ambient work-unit characteristics and the impact of retirement on alcohol consumption

scientific article published on 30 May 2018

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

scientific article published on 13 January 2022

To Prompt or Not to Prompt? A Microrandomized Trial of Time-Varying Push Notifications to Increase Proximal Engagement With a Mobile Health App

article

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

scientific article published on 18 July 2018

Treatment Sequencing for Childhood ADHD: A Multiple-Randomization Study of Adaptive Medication and Behavioral Interventions

scientific article published on 16 February 2016

Using Intensive Longitudinal Data to Identify Early Predictors of Suicide-Related Outcomes in High-Risk Adolescents: Practical and Conceptual Considerations

scientific article published on 15 July 2020

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

scientific article published in 2022

Visualization of Time-Series Sensor Data to Inform the Design of Just-In-Time Adaptive Stress Interventions

scientific article published on 01 September 2015

Work Hours, Retirement and Supportive Relations among Older Adults

scientific article

wrapper: Operationalizing engagement strategies in mHealth

scientific article published in September 2017

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