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List of works by Predrag Klasnja

A Smartphone App to Monitor Mood Symptoms in Bipolar Disorder: Development and Usability Study

scientific article published on 22 September 2020

A quality-improvement optimization pilot of BariFit, a mobile health intervention to promote physical activity after bariatric surgery

scientific article published on 18 May 2020

AI-Assisted Causal Pathway Diagram for Human-Centered Design

scientific article published on 11 May 2024

Action Centered Contextual Bandits ⬇️

scientific article published in January 2017

Adaptive step goals and rewards: a longitudinal growth model of daily steps for a smartphone-based walking intervention

scientific article published on 16 September 2017

Agile science: creating useful products for behavior change in the real world

scientific article

An exploration of attitudes toward the use of patient incentives to support diabetes self-management.

scientific article

Blood pressure checks and diagnosing hypertension (BP-CHECK): Design and methods of a randomized controlled diagnostic study comparing clinic, home, kiosk, and 24-hour ambulatory BP monitoring

scientific article published on 08 January 2019

Blowing in the Wind: Unanchored Patient Information Work during Cancer Care

scientific article published on 01 April 2010

Conducting Research at the Intersection of HCI and Health: Building and Supporting Teams with Diverse Expertise to Increase Public Health Impact

scientific article published on 11 May 2024

Design Considerations for mHealth Programs Targeting Smokers Not Yet Ready to Quit: Results of a Sequential Mixed-Methods Study.

scientific article

Development of a Mobile Health Intervention with Personal Experiments for Smokers Who Are Ambivalent About Quitting: Formative Design and Testing

scientific article published on 27 August 2020

Efficacy of Contextually Tailored Suggestions for Physical Activity: A Micro-randomized Optimization Trial of HeartSteps

scientific article published on 01 May 2019

From Classification to Causality: Advancing Understanding of Mechanisms of Change in Implementation Science.

scientific article published on 7 May 2018

Goal setting and achievement for walking: A series of N-of-1 digital interventions

scientific article published on 30 November 2020

Good or bad, ups and downs, and getting better: Use of personal health data for temporal reflection in chronic illness

scientific article

Health Weaver Mobile: Designing a Mobile Tool for Managing Personal Health Information during Cancer Care ⬇️

scientific article published on November 13, 2010

Healthcare in the pocket: mapping the space of mobile-phone health interventions

scientific article (publication date: February 2012)

Just-in-Time but Not Too Much: Determining Treatment Timing in Mobile Health

scientific article published on 01 December 2018

Long-Term Engagement with Health-Management Technology: a Dynamic Process in Diabetes

scientific article

MedMinify: An Advice-giving System for Simplifying the Schedules of Daily Home Medication Regimens Used to Treat Chronic Conditions

scientific article published on 14 November 2014

Microrandomized trials: An experimental design for developing just-in-time adaptive interventions.

scientific article published on December 2015

Modeling Individual Differences: A Case Study of the Application of System Identification for Personalizing a Physical Activity Intervention

scientific article published on 31 January 2018

Optimizing Digital Integrated Care via Micro-Randomized Trials

scientific article published on 31 March 2018

Practical Considerations for Data Collection and Management in Mobile Health Micro-randomized Trials

scientific article published on 05 January 2019

Probing the benefits of real-time tracking during cancer care ⬇️

scientific article published on November 3, 2012

Randomised trials for the Fitbit generation

scientific article

Realizing effective behavioral management of health: the metamorphosis of behavioral science methods

scientific article published on 01 September 2013

Rethinking Evaluations Of mHealth Systems For Behavior Change

scientific article published on 01 June 2018

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

article

Sample size calculations for micro-randomized trials in mHealth

scientific article published on 28 December 2015

Sharing is caring, but not error free: transparency of granular controls for sharing personal health information in social networks ⬇️

scientific article published on October 22, 2011

Standardized Effect Sizes for Preventive Mobile Health Interventions in Micro-randomized Trials.

scientific article published on 9 January 2018

Supporting Unanchored Information Work of Cancer Patients With Mobile Technology ⬇️

doctoral thesis by Predrag Klasnja, 2010

Supporting cancer patients' unanchored health information management with mobile technology ⬇️

scientific article published on October 22, 2011

The Mobile Sensing Platform: An Embedded Activity Recognition System

scientific article published on 15 April 2008

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

scientific article published on 13 January 2022

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

Toward Usable Evidence: Optimizing Knowledge Accumulation in HCI Research on Health Behavior Change

scientific article published on 01 May 2017

Tutorial for Using Control Systems Engineering to Optimize Adaptive Mobile Health Interventions

scientific article published on 28 June 2018

UbiGreen

Use of simulated physician handoffs to study cross-cover chart biopsy in the electronic medical record

scientific article

Using mobile & personal sensing technologies to support health behavior change in everyday life: lessons learned

scientific article

Wearable Technology and Long-term Weight Loss

scientific article published in January 2017

Why we need a small data paradigm

scientific article published on 17 July 2019

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