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Predrag Klasnja
Predrag Klasnja
Associate Professor, School of Information, University of Michigan
Verified email at umich.edu
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Cited by
Year
Activity sensing in the wild: a field trial of ubifit garden
S Consolvo, DW McDonald, T Toscos, MY Chen, J Froehlich, B Harrison, ...
Proceedings of the SIGCHI conference on human factors in computing systems …, 2008
15462008
Healthcare in the pocket: mapping the space of mobile-phone health interventions
P Klasnja, W Pratt
Journal of biomedical informatics 45 (1), 184-198, 2012
13892012
UbiGreen: investigating a mobile tool for tracking and supporting green transportation habits
J Froehlich, T Dillahunt, P Klasnja, J Mankoff, S Consolvo, B Harrison, ...
Proceedings of the sigchi conference on human factors in computing systems …, 2009
8442009
The mobile sensing platform: An embedded activity recognition system
T Choudhury, G Borriello, S Consolvo, D Haehnel, B Harrison, ...
IEEE Pervasive Computing 7 (2), 32-41, 2008
7762008
Microrandomized trials: An experimental design for developing just-in-time adaptive interventions.
P Klasnja, EB Hekler, S Shiffman, A Boruvka, D Almirall, A Tewari, ...
Health Psychology 34 (S), 1220, 2015
6252015
Flowers or a robot army? Encouraging awareness & activity with personal, mobile displays
S Consolvo, P Klasnja, DW McDonald, D Avrahami, J Froehlich, ...
Proceedings of the 10th international conference on Ubiquitous computing, 54-63, 2008
5902008
How to evaluate technologies for health behavior change in HCI research
P Klasnja, S Consolvo, W Pratt
Proceedings of the SIGCHI conference on human factors in computing systems …, 2011
5512011
From classification to causality: advancing understanding of mechanisms of change in implementation science
CC Lewis, P Klasnja, BJ Powell, AR Lyon, L Tuzzio, S Jones, ...
Frontiers in public health 6, 136, 2018
4492018
Mind the theoretical gap: interpreting, using, and developing behavioral theory in HCI research
EB Hekler, P Klasnja, JE Froehlich, MP Buman
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems …, 2013
3632013
Goal-setting considerations for persuasive technologies that encourage physical activity
S Consolvo, P Klasnja, DW McDonald, JA Landay
Proceedings of the 4th international Conference on Persuasive Technology, 1-8, 2009
3432009
Digitizing clinical trials
OT Inan, P Tenaerts, SA Prindiville, HR Reynolds, DS Dizon, ...
NPJ digital medicine 3 (1), 101, 2020
2522020
Agile science: creating useful products for behavior change in the real world
EB Hekler, P Klasnja, WT Riley, MP Buman, J Huberty, DE Rivera, ...
Translational behavioral medicine 6 (2), 317-328, 2016
2332016
Efficacy of contextually tailored suggestions for physical activity: a micro-randomized optimization trial of HeartSteps
P Klasnja, S Smith, NJ Seewald, A Lee, K Hall, B Luers, EB Hekler, ...
Annals of Behavioral Medicine 53 (6), 573-582, 2019
2282019
Exploring privacy concerns about personal sensing
P Klasnja, S Consolvo, T Choudhury, R Beckwith, J Hightower
International Conference on Pervasive Computing, 176-183, 2009
2262009
Personalized heartsteps: A reinforcement learning algorithm for optimizing physical activity
P Liao, K Greenewald, P Klasnja, S Murphy
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2020
1902020
Envisioning systemic effects on persons and society throughout interactive system design
LP Nathan, B Friedman, P Klasnja, SK Kane, JK Miller
Proceedings of the 7th ACM conference on Designing interactive systems, 1-10, 2008
1712008
Using mobile & personal sensing technologies to support health behavior change in everyday life: lessons learned
P Klasnja, S Consolvo, DW McDonald, JA Landay, W Pratt
AMIA Annual Symposium Proceedings 2009, 338, 2009
1672009
Sample size calculations for micro‐randomized trials in mHealth
P Liao, P Klasnja, A Tewari, SA Murphy
Statistics in medicine 35 (12), 1944-1971, 2016
1552016
Why we need a small data paradigm
EB Hekler, P Klasnja, G Chevance, NM Golaszewski, D Lewis, I Sim
BMC medicine 17, 1-9, 2019
1532019
Designing for healthy lifestyles: Design considerations for mobile technologies to encourage consumer health and wellness
S Consolvo, P Klasnja, DW McDonald, JA Landay
Foundations and Trends® in Human–Computer Interaction 6 (3–4), 167-315, 2014
1512014
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Articles 1–20