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Computer Science

D-Index
38
Citations
10890
World Ranking
9985
National Ranking
4206

Overview

Predrag Klasnja is affiliated with the University of Michigan-Ann Arbor in the United States. Their research primarily spans the field of psychology, with a significant focus on applied psychology, general health professions, and experimental and cognitive psychology. Additional areas of study include statistics and probability as well as physiology.

Their work prominently addresses topics related to digital mental health interventions and mobile health (mHealth) applications. Other notable themes in their research include mental health research topics, behavioral health and interventions, advanced causal inference techniques, physical activity and health, and health policy implementation science.

Predrag Klasnja has contributed to publications in several frequent venues, including:

  • arXiv (Cornell University)
  • JMIR Research Protocols
  • npj Digital Medicine
  • JMIR mhealth and uhealth
  • Circulation Cardiovascular Quality and Outcomes

Frequent coauthors in Klasnja's body of work include:

  • Susan A. Murphy
  • Daniel E. Rivera
  • Eric B. Hekler
  • Mohamed El Mistiri
  • Inbal Nahum-Shani

Significant recent papers authored or coauthored by Predrag Klasnja are:

  • Digitizing clinical trials (2020), published in npj Digital Medicine
  • The mechanics of implementation strategies and measures: advancing the study of implementation mechanisms (2022), Implementation Science Communications
  • Personalized HeartSteps (2020), Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies
  • Designing m-Health interventions for precision mental health support (2020), Translational Psychiatry
  • The microrandomized trial for developing digital interventions: Experimental design and data analysis considerations (2022), Psychological Methods

Best Publications

  • Activity sensing in the wild: a field trial of ubifit garden

    Sunny Consolvo;David W. McDonald;Tammy Toscos;Mike Y. Chen

  • Methodological Review: Healthcare in the pocket: Mapping the space of mobile-phone health interventions

    Predrag Klasnja;Wanda Pratt

  • The Mobile Sensing Platform: An Embedded Activity Recognition System

    T. Choudhury;S. Consolvo;B. Harrison;J. Hightower

  • UbiGreen: investigating a mobile tool for tracking and supporting green transportation habits

    Jon Froehlich;Tawanna Dillahunt;Predrag Klasnja;Jennifer Mankoff

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

    Cara C Lewis;Predrag Klasnja;Byron J Powell;Aaron R Lyon

  • Flowers or a robot army?: encouraging awareness & activity with personal, mobile displays

    Sunny Consolvo;Predrag Klasnja;David W. McDonald;Daniel Avrahami

  • How to evaluate technologies for health behavior change in HCI research

    Predrag Klasnja;Sunny Consolvo;Wanda Pratt

  • Mind the theoretical gap: interpreting, using, and developing behavioral theory in HCI research

    Eric B. Hekler;Predrag Klasnja;Jon E. Froehlich;Matthew P. Buman

  • Digitizing clinical trials.

    O. T. Inan;P. Tenaerts;S. A. Prindiville;H. R. Reynolds

  • Goal-setting considerations for persuasive technologies that encourage physical activity

    Sunny Consolvo;Predrag Klasnja;David W. McDonald;James A. Landay

  • Why we need a small data paradigm

    Eric B. Hekler;Predrag Klasnja;Guillaume Chevance;Natalie M. Golaszewski

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

    Eric B. Hekler;Predrag Klasnja;William T. Riley;Matthew P. Buman

  • Exploring Privacy Concerns about Personal Sensing

    Predrag Klasnja;Sunny Consolvo;Tanzeem Choudhury;Richard Beckwith

  • Envisioning systemic effects on persons and society throughout interactive system design

    Lisa P. Nathan;Batya Friedman;Predrag Klasnja;Shaun K. Kane

  • Sample size calculations for micro‐randomized trials in mHealth

    Peng Liao;Predrag Klasnja;Ambuj Tewari;Susan A. Murphy

  • Personalized HeartSteps: A Reinforcement Learning Algorithm for Optimizing Physical Activity

    Peng Liao;Kristjan Greenewald;Predrag Klasnja;Susan Murphy

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

    Predrag V. Klasnja;Sunny Consolvo;David W. McDonald;James A. Landay

  • Designing for Healthy Lifestyles: Design Considerations for Mobile Technologies to Encourage Consumer Health and Wellness

    Sunny Consolvo;Predrag Klasnja;David W. McDonald;James A. Landay

  • Value scenarios: a technique for envisioning systemic effects of new technologies

    Lisa P. Nathan;Predrag V. Klasnja;Batya Friedman

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

    Eric B Hekler;Daniel E Rivera;Cesar A Martin;Cesar A Martin;Sayali S Phatak

  • "When I am on Wi-Fi, I am fearless": privacy concerns & practices in eeryday Wi-Fi use

    Predrag Klasnja;Sunny Consolvo;Jaeyeon Jung;Benjamin M. Greenstein

Frequent Co-Authors

Wanda Pratt
Wanda Pratt University of Washington
Eric B. Hekler
Eric B. Hekler University of California, San Diego
Sunny Consolvo
Sunny Consolvo Google (United States)
Maureen A. Walton
Maureen A. Walton University of Michigan–Ann Arbor
Ambuj Tewari
Ambuj Tewari University of Michigan–Ann Arbor
James A. Landay
James A. Landay Stanford University
David W. McDonald
David W. McDonald University of Washington
Daniel E. Rivera
Daniel E. Rivera Arizona State University
Matthew P. Buman
Matthew P. Buman Arizona State University
Jon E. Froehlich
Jon E. Froehlich University of Washington

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