| Causal pathway diagrams to understand how implementation strategies work RD Meza, P Klasnja, CC Lewis, MD Pullmann, KD Mettert, R Hawkes, ... Implementation Science, 114-124, 2024 | | 2024 |
| Conducting Research at the Intersection of HCI and Health: Building and Supporting Teams with Diverse Expertise to Increase Public Health Impact E Agapie, R Karkar, T Aung, ER Burgess, MJ Chinguwa, AK Graham, ... Extended Abstracts of the CHI Conference on Human Factors in Computing …, 2024 | | 2024 |
| AI-Assisted Causal Pathway Diagram for Human-Centered Design R Zhong, D Shin, R Meza, P Klasnja, L Colusso, G Hsieh Proceedings of the CHI Conference on Human Factors in Computing Systems, 1-19, 2024 | | 2024 |
| Did we personalize? assessing personalization by an online reinforcement learning algorithm using resampling S Ghosh, R Kim, P Chhabria, R Dwivedi, P Klasnja, P Liao, K Zhang, ... Machine Learning, 1-37, 2024 | 6 | 2024 |
| Getting cozy with causality: Advances to the causal pathway diagramming method to enhance implementation precision P Klasnja, RD Meza, MD Pullmann, KD Mettert, R Hawkes, L Palazzo, ... Implementation Research and Practice 5, 26334895241248851, 2024 | | 2024 |
| The Digital Therapeutics Real-World Evidence Framework: An Approach for Guiding Evidence-Based Digital Therapeutics Design, Development, Testing, and Monitoring M Kim, K Patrick, C Nebeker, J Godino, S Stein, P Klasnja, O Perski, ... Journal of Medical Internet Research 26, e49208, 2024 | | 2024 |
| Effect-Invariant Mechanisms for Policy Generalization S Saengkyongam, N Pfister, P Klasnja, S Murphy, J Peters Journal of Machine Learning Research 25 (34), 1-36, 2024 | | 2024 |
| Feasibility, perceived impact, and acceptability of a socially assistive robot to support emotion regulation with highly anxious university students: mixed methods open trial AJ Williams, M Freed, N Theofanopoulou, C Daudén Roquet, P Klasnja, ... JMIR Mental Health 10, e46826, 2023 | 5 | 2023 |
| CONTEXTUALLY TAILORED TEXT MESSAGES TO AUGMENT CARDIAC REHABILITATION: THE VIRTUAL APPLICATION-SUPPORTED ENVIRONMENT TO INCREASE EXERCISE (VALENTINE) STUDY K Gupta, J Shi, W Dempsey, B Mukherjee, S Kheterpal, P Klasnja, ... Cardiovascular Digital Health Journal 4 (5), S4-S5, 2023 | | 2023 |
| Advancing Understanding of Just-in-Time States for Supporting Physical Activity (Project JustWalk JITAI): Protocol for a System ID Study of Just-in-Time Adaptive Interventions J Park, M Kim, M El Mistiri, R Kha, S Banerjee, L Gotzian, G Chevance, ... JMIR Research Protocols 12 (1), e52161, 2023 | 1 | 2023 |
| A randomized trial of a mobile health intervention to augment cardiac rehabilitation JR Golbus, K Gupta, R Stevens, VSE Jeganathan, E Luff, J Shi, ... NPJ Digital Medicine 6 (1), 173, 2023 | 2 | 2023 |
| A text messaging intervention for priming the affective rewards of exercise in adults: protocol for a microrandomized trial SR Mishra, W Dempsey, P Klasnja JMIR Research Protocols 12 (1), e46560, 2023 | 1 | 2023 |
| Assessing the impact of context inference error and partial observability on RL methods for just-in-time adaptive interventions K Karine, P Klasnja, SA Murphy, BM Marlin Uncertainty in Artificial Intelligence, 1047-1057, 2023 | 1 | 2023 |
| Feasibility, Acceptability, and Potential Impact of a Novel mHealth App for Smokers Ambivalent About Quitting: Randomized Pilot Study JB McClure, JL Heffner, C Krakauer, S Mun, P Klasnja, SL Catz JMIR mHealth and uHealth 11 (1), e46155, 2023 | 1 | 2023 |
| Effect-Invariant Mechanisms for Policy Generalization S Saengkyongam, N Pfister, P Klasnja, S Murphy, J Peters arXiv preprint arXiv:2306.10983, 2023 | | 2023 |
| Online model selection by learning how compositional kernels evolve E Shin, P Klasnja, S Murphy, F Doshi-Velez Transactions on Machine Learning Research, 2023 | 2 | 2023 |
| The ILHBN: challenges, opportunities, and solutions from harmonizing data under heterogeneous study designs, target populations, and measurement protocols (vol 13, pg 7, 2023) SM Chow, I Nahum-Shani, JT Baker, D Spruijt-Metz, NB Allen, ... TRANSLATIONAL BEHAVIORAL MEDICINE 13 (6), 419-419, 2023 | | 2023 |
| Enhancing Nonverbal Communication Through Virtual Human Technology: Protocol for a Mixed Methods Study A Perez, MD Fetters, JW Creswell, M Scerbo, FW Kron, R Gonzalez, L An, ... JMIR Research Protocols 12 (1), e46601, 2023 | | 2023 |
| Idiographic Dynamic Modeling for Behavioral Interventions with Mixed Data Partitioning and Discrete Simultaneous Perturbation Stochastic Approximation TK Rachael, DE Rivera, P Klasnja, E Hekler 2023 American Control Conference (ACC), 283-288, 2023 | | 2023 |
| Theorizing is for everybody: Advancing the process of theorizing in implementation science RD Meza, JC Moreland, MD Pullmann, P Klasnja, CC Lewis, BJ Weiner Frontiers in Health Services 3, 1134931, 2023 | 5 | 2023 |
Susan MurphyHarvard UniversityVerified email at g.harvard.edu
