Eric B. Hekler, Ph.D. - Publications

Affiliations: 
2008 Graduate School - New Brunswick Rutgers University, New Brunswick, New Brunswick, NJ, United States 
Area:
Clinical Psychology

54/137 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Kravitz RL, Aguilera A, Chen EJ, Choi YK, Hekler E, Karr C, Kim KK, Phatak S, Sarkar S, Schueller SM, Sim I, Yang J, Schmid CH. Feasibility, Acceptability, and Influence of mHealth-Supported N-of-1 Trials for Enhanced Cognitive and Emotional Well-Being in US Volunteers. Frontiers in Public Health. 8: 260. PMID 32695740 DOI: 10.3389/Fpubh.2020.00260  0.357
2020 Conroy DE, Lagoa CM, Hekler EB, Rivera DE. Engineering Person-Specific Behavioral Interventions to Promote Physical Activity. Exercise and Sport Sciences Reviews. PMID 32658043 DOI: 10.1249/Jes.0000000000000232  0.36
2020 Chevance G, Perski O, Hekler EB. Innovative methods for observing and changing complex health behaviors: four propositions. Translational Behavioral Medicine. PMID 32421196 DOI: 10.1093/Tbm/Ibaa026  0.384
2020 Hekler E, Tiro JA, Hunter CM, Nebeker C. Precision Health: The Role of the Social and Behavioral Sciences in Advancing the Vision. Annals of Behavioral Medicine : a Publication of the Society of Behavioral Medicine. PMID 32338719 DOI: 10.1093/Abm/Kaaa018  0.334
2020 Sucala M, Cole-Lewis H, Arigo D, Oser M, Goldstein S, Hekler EB, Diefenbach MA. Behavior science in the evolving world of digital health: considerations on anticipated opportunities and challenges. Translational Behavioral Medicine. PMID 32320039 DOI: 10.1093/Tbm/Ibaa034  0.359
2020 Chevance G, Golaszewski NM, Baretta D, Hekler EB, Larsen BA, Patrick K, Godino J. Modelling multiple health behavior change with network analyses: results from a one-year study conducted among overweight and obese adults. Journal of Behavioral Medicine. PMID 31997127 DOI: 10.1007/S10865-020-00137-2  0.398
2020 Larsen KR, Hekler EB, Paul MJ, Gibson BS. Improving Usability of Social and Behavioral Sciences’ Evidence: A Call to Action for a National Infrastructure Project for Mining Our Knowledge Communications of the Ais. 46: 1-17. DOI: 10.17705/1Cais.04601  0.303
2020 Lopes dos Santos P, Freigoun MT, Martin CA, Rivera DE, Hekler EB, Romano RA, Azevedo Perdicoulis TP. System Identification of Just Walk: Using Matchable-Observable Linear Parametrizations Ieee Transactions On Control Systems Technology. 28: 264-275. DOI: 10.1109/Tcst.2018.2884833  0.346
2020 Martin CA, Rivera DE, Hekler EB, Riley WT, Buman MP, Adams MA, Magann AB. Development of a Control-Oriented Model of Social Cognitive Theory for Optimized mHealth Behavioral Interventions Ieee Transactions On Control Systems Technology. 28: 331-346. DOI: 10.1109/Tcst.2018.2873538  0.415
2019 Arigo D, Jake-Schoffman DE, Wolin K, Beckjord E, Hekler EB, Pagoto SL. The history and future of digital health in the field of behavioral medicine. Journal of Behavioral Medicine. 42: 67-83. PMID 30825090 DOI: 10.1007/S10865-018-9966-Z  0.372
2018 Klasnja P, Smith S, Seewald NJ, Lee A, Hall K, Luers B, Hekler EB, Murphy SA. Efficacy of Contextually Tailored Suggestions for Physical Activity: A Micro-randomized Optimization Trial of HeartSteps. Annals of Behavioral Medicine : a Publication of the Society of Behavioral Medicine. PMID 30192907 DOI: 10.1093/Abm/Kay067  0.32
2018 Hekler EB, Rivera DE, Martin CA, Phatak SS, Freigoun MT, Korinek E, Klasnja P, Adams MA, Buman MP. Tutorial for Using Control Systems Engineering to Optimize Adaptive Mobile Health Interventions. Journal of Medical Internet Research. 20: e214. PMID 29954725 DOI: 10.2196/Jmir.8622  0.359
2018 Phatak SS, Freigoun MT, Martín CA, Rivera DE, Korinek EV, Adams MA, Buman MP, Klasnja P, Hekler EB. Modeling Individual Differences: A Case Study of the Application of System Identification for Personalizing a Physical Activity Intervention. Journal of Biomedical Informatics. PMID 29409750 DOI: 10.1016/J.Jbi.2018.01.010  0.338
2018 Harlow J, Johnston E, Hekler E, Yeh Z. Fostering Sustainability Transitions by Designing for the Convergence of Policy Windows and Transition Arenas Sustainability. 10: 2975. DOI: 10.3390/Su10092975  0.682
2018 Toledo MJL, Mullane SL, Phatak SS, Hadjimichael M, Hekler EB, Buman MP. Informing Workplace Sedentary Behavior Interventions Through Momentary Affective States And Email-based Prompts. Medicine & Science in Sports & Exercise. 50: 711. DOI: 10.1249/01.Mss.0000538343.72587.27  0.349
2017 Klasnja P, Hekler EB, Korinek EV, Harlow J, Mishra SR. Toward Usable Evidence: Optimizing Knowledge Accumulation in HCI Research on Health Behavior Change. Proceedings of the Sigchi Conference On Human Factors in Computing Systems. Chi Conference. 2017: 3071-3082. PMID 30272059 DOI: 10.1145/3025453.3026013  0.709
2017 Korinek EV, Phatak SS, Martin CA, Freigoun MT, Rivera DE, Adams MA, Klasnja P, Buman MP, Hekler EB. Adaptive step goals and rewards: a longitudinal growth model of daily steps for a smartphone-based walking intervention. Journal of Behavioral Medicine. PMID 28918547 DOI: 10.1007/S10865-017-9878-3  0.366
2017 Toledo MJ, Hekler E, Hollingshead K, Epstein D, Buman M. Validation of a Smartphone App for the Assessment of Sedentary and Active Behaviors. Jmir Mhealth and Uhealth. 5: e119. PMID 28793982 DOI: 10.2196/Mhealth.6974  0.393
2017 Moller AC, Merchant G, Conroy DE, West R, Hekler E, Kugler KC, Michie S. Applying and advancing behavior change theories and techniques in the context of a digital health revolution: proposals for more effectively realizing untapped potential. Journal of Behavioral Medicine. PMID 28058516 DOI: 10.1007/S10865-016-9818-7  0.367
2017 Martín CA, Rivera DE, Hekler EB. Control-Relevant Design of System Identification Experiments to Improve Behavioral Interventions Ifac-Papersonline. 50: 15115-15120. DOI: 10.1016/J.Ifacol.2017.08.2244  0.36
2016 Riley WT, Martin CA, Rivera DE, Hekler EB, Adams MA, Buman MP, Pavel M, King AC. Development of a dynamic computational model of social cognitive theory. Translational Behavioral Medicine. 6: 483-495. PMID 27848208 DOI: 10.1007/S13142-015-0356-6  0.357
2016 Huberty JL, Buman MP, Leiferman JA, Bushar J, Hekler EB, Adams MA. Dose and timing of text messages for increasing physical activity among pregnant women: a randomized controlled trial. Translational Behavioral Medicine. PMID 27800565 DOI: 10.1007/S13142-016-0445-1  0.311
2016 Murray E, Hekler EB, Andersson G, Collins LM, Doherty A, Hollis C, Rivera DE, West R, Wyatt JC. Evaluating Digital Health Interventions: Key Questions and Approaches. American Journal of Preventive Medicine. 51: 843-851. PMID 27745684 DOI: 10.1016/J.Amepre.2016.06.008  0.365
2016 Hekler EB, Michie S, Pavel M, Rivera DE, Collins LM, Jimison HB, Garnett C, Parral S, Spruijt-Metz D. Advancing Models and Theories for Digital Behavior Change Interventions. American Journal of Preventive Medicine. 51: 825-832. PMID 27745682 DOI: 10.1016/J.Amepre.2016.06.013  0.39
2016 Patrick K, Hekler EB, Estrin D, Mohr DC, Riper H, Crane D, Godino J, Riley WT. The Pace of Technologic Change: Implications for Digital Health Behavior Intervention Research. American Journal of Preventive Medicine. 51: 816-824. PMID 27745681 DOI: 10.1016/J.Amepre.2016.05.001  0.388
2016 Toledo MJ, Hekler E, Hollingshead K, Epstein DR, Ainsworth BA, Buman MP. Accuracy Of A Smartphone-based "App" For The Assessement Of Sedentary And More Active Behaviors: 1263 Board #2 June 2, 8: 00 AM - 10: 00 AM. Medicine and Science in Sports and Exercise. 48: 327. PMID 27584302 DOI: 10.1249/01.Mss.0000485988.71894.59  0.339
2016 Buman MP, Epstein DR, Gutierrez M, Herb C, Hollingshead K, Huberty JL, Hekler EB, Vega-López S, Ohri-Vachaspati P, Hekler AC, Baldwin CM. BeWell24: development and process evaluation of a smartphone "app" to improve sleep, sedentary, and active behaviors in US Veterans with increased metabolic risk. Translational Behavioral Medicine. 6: 438-48. PMID 27528532 DOI: 10.1007/S13142-015-0359-3  0.334
2016 Larsen KR, Michie S, Hekler EB, Gibson B, Spruijt-Metz D, Ahern D, Cole-Lewis H, Ellis RJ, Hesse B, Moser RP, Yi J. Behavior change interventions: the potential of ontologies for advancing science and practice. Journal of Behavioral Medicine. PMID 27481101 DOI: 10.1007/S10865-016-9768-0  0.394
2016 Hekler EB, Klasnja P, Riley WT, Buman MP, Huberty J, Rivera DE, Martin CA. Agile science: creating useful products for behavior change in the real world. Translational Behavioral Medicine. 6: 317-28. PMID 27357001 DOI: 10.1007/S13142-016-0395-7  0.377
2016 Huberty J, Rowedder L, Hekler E, Adams M, Hanigan E, McClain D, Balluff M, Buman M, Bushar J. Development and design of an intervention to improve physical activity in pregnant women using Text4baby. Translational Behavioral Medicine. 6: 285-94. PMID 27356999 DOI: 10.1007/S13142-015-0339-7  0.313
2016 King AC, Hekler EB, Grieco LA, Winter SJ, Sheats JL, Buman MP, Banerjee B, Robinson TN, Cirimele J. Effects of Three Motivationally Targeted Mobile Device Applications on Initial Physical Activity and Sedentary Behavior Change in Midlife and Older Adults: A Randomized Trial. Plos One. 11: e0156370. PMID 27352250 DOI: 10.1371/Journal.Pone.0156370  0.36
2016 Martín CA, Rivera DE, Hekler EB. Design of Informative Identification Experiments for Behavioral Interventions Ifac-Papersonline. 48: 1325-1330. DOI: 10.1016/J.Ifacol.2015.12.315  0.36
2015 Klasnja P, Hekler EB, Shiffman S, Boruvka A, Almirall D, Tewari A, Murphy SA. Microrandomized trials: An experimental design for developing just-in-time adaptive interventions. Health Psychology : Official Journal of the Division of Health Psychology, American Psychological Association. 34: 1220-8. PMID 26651463 DOI: 10.1037/Hea0000305  0.342
2015 Nahum-Shani I, Hekler EB, Spruijt-Metz D. Building health behavior models to guide the development of just-in-time adaptive interventions: A pragmatic framework. Health Psychology : Official Journal of the Division of Health Psychology, American Psychological Association. 34: 1209-19. PMID 26651462 DOI: 10.1037/Hea0000306  0.391
2015 Militello LK, Melnyk BM, Hekler E, Small L, Jacobson D. Correlates of Healthy Lifestyle Beliefs and Behaviors in Parents of Overweight or Obese Preschool Children Before and After a Cognitive Behavioral Therapy Intervention With Text Messaging. Journal of Pediatric Health Care : Official Publication of National Association of Pediatric Nurse Associates & Practitioners. PMID 26429638 DOI: 10.1016/J.Pedhc.2015.08.002  0.304
2015 McMahon SK, Wyman JF, Belyea MJ, Shearer N, Hekler EB, Fleury J. Combining Motivational and Physical Intervention Components to Promote Fall-Reducing Physical Activity Among Community-Dwelling Older Adults: A Feasibility Study. American Journal of Health Promotion : Ajhp. PMID 26389979 DOI: 10.4278/Ajhp.130522-Arb-265  0.366
2015 Spruijt-Metz D, Hekler E, Saranummi N, Intille S, Korhonen I, Nilsen W, Rivera DE, Spring B, Michie S, Asch DA, Sanna A, Salcedo VT, Kukakfa R, Pavel M. Building new computational models to support health behavior change and maintenance: new opportunities in behavioral research. Translational Behavioral Medicine. 5: 335-46. PMID 26327939 DOI: 10.1007/S13142-015-0324-1  0.382
2015 Hekler EB, Buman MP, Grieco L, Rosenberger M, Winter SJ, Haskell W, King AC. Validation of Physical Activity Tracking via Android Smartphones Compared to ActiGraph Accelerometer: Laboratory-Based and Free-Living Validation Studies. Jmir Mhealth and Uhealth. 3: e36. PMID 25881662 DOI: 10.2196/Mhealth.3505  0.31
2014 Winter SJ, Buman MP, Sheats JL, Hekler EB, Otten JJ, Baker C, Cohen D, Butler BA, King AC. Harnessing the potential of older adults to measure and modify their environments: long-term successes of the Neighborhood Eating and Activity Advocacy Team (NEAAT) Study. Translational Behavioral Medicine. 4: 226-7. PMID 24904707 DOI: 10.1007/S13142-014-0264-1  0.325
2014 McMahon S, Vankipuram M, Hekler EB, Fleury J. Design and evaluation of theory-informed technology to augment a wellness motivation intervention. Translational Behavioral Medicine. 4: 95-107. PMID 24653780 DOI: 10.1007/S13142-013-0221-4  0.374
2014 Buman MP, Winkler EA, Kurka JM, Hekler EB, Baldwin CM, Owen N, Ainsworth BE, Healy GN, Gardiner PA. Reallocating time to sleep, sedentary behaviors, or active behaviors: associations with cardiovascular disease risk biomarkers, NHANES 2005-2006. American Journal of Epidemiology. 179: 323-34. PMID 24318278 DOI: 10.1093/Aje/Kwt292  0.318
2013 Adams MA, Sallis JF, Norman GJ, Hovell MF, Hekler EB, Perata E. An adaptive physical activity intervention for overweight adults: a randomized controlled trial. Plos One. 8: e82901. PMID 24349392 DOI: 10.1371/Journal.Pone.0082901  0.355
2013 Hekler EB, Buman MP, Poothakandiyil N, Rivera DE, Dzierzewski JM, Morgan AA, McCrae CS, Roberts BL, Marsiske M, Giacobbi PR. Exploring behavioral markers of long-term physical activity maintenance: a case study of system identification modeling within a behavioral intervention. Health Education & Behavior : the Official Publication of the Society For Public Health Education. 40: 51S-62S. PMID 24084400 DOI: 10.1177/1090198113496787  0.407
2013 Hekler EB, Buman MP, Otten J, Castro CM, Grieco L, Marcus B, Friedman RH, Napolitano MA, King AC. Determining who responds better to a computer- vs. human-delivered physical activity intervention: results from the community health advice by telephone (CHAT) trial. The International Journal of Behavioral Nutrition and Physical Activity. 10: 109. PMID 24053756 DOI: 10.1186/1479-5868-10-109  0.379
2013 King AC, Hekler EB, Grieco LA, Winter SJ, Sheats JL, Buman MP, Banerjee B, Robinson TN, Cirimele J. Harnessing different motivational frames via mobile phones to promote daily physical activity and reduce sedentary behavior in aging adults. Plos One. 8: e62613. PMID 23638127 DOI: 10.1371/Journal.Pone.0062613  0.413
2013 King AC, Castro CM, Buman MP, Hekler EB, Urizar GG, Ahn DK. Behavioral impacts of sequentially versus simultaneously delivered dietary plus physical activity interventions: the CALM trial. Annals of Behavioral Medicine : a Publication of the Society of Behavioral Medicine. 46: 157-68. PMID 23609341 DOI: 10.1007/S12160-013-9501-Y  0.361
2013 McClain AD, Hekler EB, Gardner CD. Incorporating prototyping and iteration into intervention development: a case study of a dining hall-based intervention. Journal of American College Health : J of Ach. 61: 122-31. PMID 23409862 DOI: 10.1080/07448481.2012.755189  0.31
2012 Buman MP, Winter SJ, Baker C, Hekler EB, Otten JJ, King AC. Neighborhood Eating and Activity Advocacy Teams (NEAAT): engaging older adults in policy activities to improve food and physical environments. Translational Behavioral Medicine. 2: 249-53. PMID 24073118 DOI: 10.1007/S13142-011-0100-9  0.302
2012 Hekler EB, Buman MP, Ahn D, Dunton G, Atienza AA, King AC. Are daily fluctuations in perceived environment associated with walking? Psychology & Health. 27: 1009-20. PMID 22214492 DOI: 10.1080/08870446.2011.645213  0.339
2010 Buman MP, Hekler EB, Haskell WL, Pruitt L, Conway TL, Cain KL, Sallis JF, Saelens BE, Frank LD, King AC. Objective light-intensity physical activity associations with rated health in older adults. American Journal of Epidemiology. 172: 1155-65. PMID 20843864 DOI: 10.1093/Aje/Kwq249  0.311
2008 Contrada RJ, Boulifard DA, Hekler EB, Idler EL, Spruill TM, Labouvie EW, Krause TJ. Psychosocial factors in heart surgery: presurgical vulnerability and postsurgical recovery. Health Psychology : Official Journal of the Division of Health Psychology, American Psychological Association. 27: 309-19. PMID 18624595 DOI: 10.1037/0278-6133.27.3.309  0.557
2008 Hekler EB, Lambert J, Leventhal E, Leventhal H, Jahn E, Contrada RJ. Commonsense illness beliefs, adherence behaviors, and hypertension control among African Americans. Journal of Behavioral Medicine. 31: 391-400. PMID 18618236 DOI: 10.1007/S10865-008-9165-4  0.666
2008 Mohlman J, Cedeno LA, Price RB, Hekler EB, Yan GW, Fishman DB. Deconstructing Demons: The Case of Geoffrey Pragmatic Case Studies in Psychotherapy. 4. DOI: 10.14713/Pcsp.V4I3.936  0.331
2007 Hekler EB, Rubenstein J, Coups EJ, Gilligan S, Kusnecov AW, Contrada RJ, Steiner MJ, Tannenbaum AK, Leventhal EA, Krause TJ. Inflammatory markers in acute myocardial infarction patients: Preliminary evidence of a prospective association with depressive symptoms Journal of Applied Biobehavioral Research. 12: 65-81. DOI: 10.1111/J.1751-9861.2007.00014.X  0.662
Low-probability matches (unlikely to be authored by this person)
2012 Hekler EB, Castro CM, Buman MP, King AC. The CHOICE study: a "taste-test" of utilitarian vs. leisure walking among older adults. Health Psychology : Official Journal of the Division of Health Psychology, American Psychological Association. 31: 126-9. PMID 21928901 DOI: 10.1037/A0025567  0.296
2020 Martín CA, Rivera DE, Hekler EB, Riley WT, Buman MP, Adams MA, Magann AB. Development of a Control-Oriented Model of Social Cognitive Theory for Optimized mHealth Behavioral Interventions. Ieee Transactions On Control Systems Technology : a Publication of the Ieee Control Systems Society. 28: 331-346. PMID 33746479 DOI: 10.1109/tcst.2018.2873538  0.295
2022 Spruijt-Metz D, Marlin BM, Pavel M, Rivera DE, Hekler E, De La Torre S, El Mistiri M, Golaszweski NM, Li C, Braga De Braganca R, Tung K, Kha R, Klasnja P. Advancing Behavioral Intervention and Theory Development for Mobile Health: The HeartSteps II Protocol. International Journal of Environmental Research and Public Health. 19. PMID 35206455 DOI: 10.3390/ijerph19042267  0.294
2017 dos Santos PL, Freigoun M, Rivera D, Hekler E, Martín C, Romano R, Perdicoúlis T, Ramos J. A MoliZoft System Identification Approach of the Just Walk Data Ifac-Papersonline. 50: 12508-12513. DOI: 10.1016/J.Ifacol.2017.08.2060  0.293
2012 Hekler EB, Buman MP, Haskell WL, Conway TL, Cain KL, Sallis JF, Saelens BE, Frank LD, Kerr J, King AC. Reliability and validity of CHAMPS self-reported sedentary-to-vigorous intensity physical activity in older adults. Journal of Physical Activity & Health. 9: 225-36. PMID 22368222 DOI: 10.1123/Jpah.9.2.225  0.292
2022 Mistiri ME, Rivera DE, Klasnja P, Park J, Hekler E. Model Predictive Control Strategies for Optimized mHealth Interventions for Physical Activity. Proceedings of the ... American Control Conference. American Control Conference. 2022: 1392-1397. PMID 36238385 DOI: 10.23919/acc53348.2022.9867350  0.286
2023 El Mistiri M, Khan O, Rivera DE, Hekler E. System Identification and Hybrid Model Predictive Control in Personalized mHealth Interventions for Physical Activity. Proceedings of the ... American Control Conference. American Control Conference. 2023: 2240-2245. PMID 37426035 DOI: 10.23919/acc55779.2023.10156652  0.28
2010 Hekler EB, Gardner CD, Robinson TN. Effects of a college course about food and society on students' eating behaviors. American Journal of Preventive Medicine. 38: 543-7. PMID 20227847 DOI: 10.1016/J.Amepre.2010.01.026  0.279
2018 Klurfeld DM, Hekler E, Nebeker C, Patrick K, Khoo CSH. Technology Innovations in Dietary Intake and Physical Activity Assessment: Challenges and Recommendations for Future Directions. American Journal of Preventive Medicine. PMID 30135036 DOI: 10.1016/J.Amepre.2018.06.013  0.278
2014 Hekler EB, Dubey G, McDonald DW, Poole ES, Li V, Eikey E. Exploring the relationship between changes in weight and utterances in an online weight loss forum: a content and correlational analysis study. Journal of Medical Internet Research. 16: e254. PMID 25513997 DOI: 10.2196/Jmir.3735  0.277
2013 Buman MP, Winkler EAH, Kurka JM, Hekler EB, Owen N, Ainsworth BE, Healy GN, Gardiner PA. Sedentary/active Behaviors And Cardiometabolic Risk: Protective Effects Of Sleep Duration, Nhanes 2005-2006 Medicine and Science in Sports and Exercise. 45: 101-102. DOI: 10.1249/01.Mss.0000433627.27663.5C  0.277
2013 Johnson-Glenberg MC, Hekler EB. "Alien Health Game": An Embodied Exergame to Instruct in Nutrition and MyPlate. Games For Health Journal. 2: 354-61. PMID 26197077 DOI: 10.1089/G4H.2013.0057  0.276
2022 Cevallos D, Martín CA, Mistiri ME, Rivera DE, Hekler E. [A decision framework for an adaptive behavioral intervention for physical activity using hybrid model predictive control: illustration with ]. Revista Iberoamericana De Automatica E Informatica Industrial. 19: 297-308. PMID 36061621 DOI: 10.4995/riai.2022.16798  0.273
2021 Chevance G, Baretta D, Heino M, Perski O, Olthof M, Klasnja P, Hekler E, Godino J. Characterizing and predicting person-specific, day-to-day, fluctuations in walking behavior. Plos One. 16: e0251659. PMID 33989338 DOI: 10.1371/journal.pone.0251659  0.273
2014 King AC, Hekler EB, Castro CM, Buman MP, Marcus BH, Friedman RH, Napolitano MA. Exercise advice by humans versus computers: maintenance effects at 18 months. Health Psychology : Official Journal of the Division of Health Psychology, American Psychological Association. 33: 192-6. PMID 23421896 DOI: 10.1037/A0030646  0.27
2013 Buman MP, Winter SJ, Sheats JL, Hekler EB, Otten JJ, Grieco LA, King AC. The Stanford Healthy Neighborhood Discovery Tool: a computerized tool to assess active living environments. American Journal of Preventive Medicine. 44: e41-7. PMID 23498112 DOI: 10.1016/J.Amepre.2012.11.028  0.267
2014 Timms KP, Martin CA, Rivera DE, Hekler EB, Riley W. Leveraging intensive longitudinal data to better understand health behaviors. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2014: 6888-91. PMID 25571579 DOI: 10.1109/EMBC.2014.6945211  0.266
2016 Militello L, Melnyk BM, Hekler EB, Small L, Jacobson D. Automated Behavioral Text Messaging and Face-to-Face Intervention for Parents of Overweight or Obese Preschool Children: Results From a Pilot Study. Jmir Mhealth and Uhealth. 4: e21. PMID 26976387 DOI: 10.2196/Mhealth.4398  0.266
2011 Buman MP, Hekler EB, Bliwise DL, King AC. Moderators and mediators of exercise-induced objective sleep improvements in midlife and older adults with sleep complaints. Health Psychology : Official Journal of the Division of Health Psychology, American Psychological Association. 30: 579-87. PMID 21688915 DOI: 10.1037/A0024293  0.259
2022 Kha RT, Rivera DE, Klasnja P, Hekler E. Model Personalization in Behavioral Interventions using Model-on-Demand Estimation and Discrete Simultaneous Perturbation Stochastic Approximation. Proceedings of the ... American Control Conference. American Control Conference. 2022: 671-676. PMID 36340266 DOI: 10.23919/acc53348.2022.9867669  0.258
2016 Phillips LA, Chamberland PÉ, Hekler EB, Abrams J, Eisenberg MH. Intrinsic Rewards Predict Exercise via Behavioral Intentions for Initiators but via Habit Strength for Maintainers Sport, Exercise, and Performance Psychology. DOI: 10.1037/Spy0000071  0.255
2022 El Mistiri M, Rivera DE, Klasnja P, Park J, Hekler E. Enhanced Social Cognitive Theory Dynamic Modeling and Simulation Towards Improving the Estimation of "Just-In-Time" States. Proceedings of the ... American Control Conference. American Control Conference. 2022: 468-473. PMID 36340265 DOI: 10.23919/acc53348.2022.9867493  0.255
2016 Floegel TA, Florez-Pregonero A, Hekler EB, Buman MP. Validation of Consumer-Based Hip and Wrist Activity Monitors in Older Adults With Varied Ambulatory Abilities. The Journals of Gerontology. Series a, Biological Sciences and Medical Sciences. PMID 27257217 DOI: 10.1093/Gerona/Glw098  0.254
2011 Buman MP, Hekler EB, Bliwise DL, King AC. Exercise effects on night-to-night fluctuations in self-rated sleep among older adults with sleep complaints. Journal of Sleep Research. 20: 28-37. PMID 20629937 DOI: 10.1111/J.1365-2869.2010.00866.X  0.253
2009 Behar E, DiMarco ID, Hekler EB, Mohlman J, Staples AM. Current theoretical models of generalized anxiety disorder (GAD): conceptual review and treatment implications. Journal of Anxiety Disorders. 23: 1011-23. PMID 19700258 DOI: 10.1016/J.Janxdis.2009.07.006  0.253
2016 Murray T, Hekler E, Spruijt-Metz D, Rivera DE, Raij A. Formalization of computational human behavior models for contextual persuasive technology Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 9638: 150-161. DOI: 10.1007/978-3-319-31510-2_13  0.252
2008 Mohlman J, Cedeno LA, Price RB, Hekler EB, Yan GW, Fishman DB. Balancing Between Empirically-Supported Methods and Individualized Treatment Design in the Case of Geoffrey Pragmatic Case Studies in Psychotherapy. 4. DOI: 10.14713/Pcsp.V4I3.939  0.25
2023 Kha RT, Rivera DE, Klasnja P, Hekler E. Idiographic Dynamic Modeling for Behavioral Interventions with Mixed Data Partitioning and Discrete Simultaneous Perturbation Stochastic Approximation. Proceedings of the ... American Control Conference. American Control Conference. 2023: 283-288. PMID 37426036 DOI: 10.23919/acc55779.2023.10156304  0.24
2012 Buman M, Kurka J, Winkler E, Gardiner P, Hekler E, Healy G, Owen N, Baldwin C, Ainsworth B. Estimated replacement effects of accelerometer-derived physical activity and self-reported sleep duration on chronic disease biomarkers Journal of Science and Medicine in Sport. 15: S76. DOI: 10.1016/J.Jsams.2012.11.183  0.238
2024 Kim M, Patrick K, Nebeker C, Godino J, Stein S, Klasnja P, Perski O, Viglione C, Coleman A, Hekler E. The Digital Therapeutics Real-World Evidence Framework: An Approach for Guiding Evidence-Based Digital Therapeutics Design, Development, Testing, and Monitoring. Journal of Medical Internet Research. 26: e49208. PMID 38441954 DOI: 10.2196/49208  0.238
2019 Hekler EB, Klasnja P, Chevance G, Golaszewski NM, Lewis D, Sim I. Why we need a small data paradigm. Bmc Medicine. 17: 133. PMID 31311528 DOI: 10.1186/S12916-019-1366-X  0.235
2023 Khan O, El Mistiri M, Rivera DE, Martin CA, Hekler E. A Kalman filter-based Hybrid Model Predictive Control Algorithm for Mixed Logical Dynamical Systems: Application to Optimized Interventions for Physical Activity. Proceedings of the ... Ieee Conference On Decision & Control. Ieee Conference On Decision & Control. 2022: 2586-2593. PMID 36935862 DOI: 10.1109/cdc51059.2022.9992932  0.234
2015 Buman MP, Bertmann F, Hekler EB, Winter SJ, Sheats JL, King AC, Wharton CM. A qualitative study of shopper experiences at an urban farmers' market using the Stanford Healthy Neighborhood Discovery Tool. Public Health Nutrition. 18: 994-1000. PMID 24956064 DOI: 10.1017/S136898001400127X  0.231
2013 Hekler EB, Klasnja P, Froehlich JE, Buman MP. Mind the theoretical gap: Interpreting, using, and developing behavioral theory in HCI research Conference On Human Factors in Computing Systems - Proceedings. 3307-3316. DOI: 10.1145/2470654.2466452  0.229
2012 Otten JJ, Hekler EB, Krukowski RA, Buman MP, Saelens BE, Gardner CD, King AC. Food marketing to children through toys: response of restaurants to the first U.S. toy ordinance. American Journal of Preventive Medicine. 42: 56-60. PMID 22176847 DOI: 10.1016/J.Amepre.2011.08.020  0.224
2019 Shcherbina A, Hershman SG, Lazzeroni L, King AC, O'Sullivan JW, Hekler E, Moayedi Y, Pavlovic A, Waggott D, Sharma A, Yeung A, Christle JW, Wheeler MT, McConnell MV, Harrington RA, et al. The effect of digital physical activity interventions on daily step count: a randomised controlled crossover substudy of the MyHeart Counts Cardiovascular Health Study. The Lancet. Digital Health. 1: e344-e352. PMID 33323209 DOI: 10.1016/S2589-7500(19)30129-3  0.223
2018 Ohri-Vachaspati P, Dachenhaus E, Gruner J, Mollner K, Hekler EB, Todd M. Fresh Fruit and Vegetable Program and Requests for Fruits and Vegetables Outside School Settings. Journal of the Academy of Nutrition and Dietetics. PMID 29325891 DOI: 10.1016/J.Jand.2017.10.013  0.223
2020 Hekler E, King AC. Toward an open mechanistic science of behavior change. Health Psychology : Official Journal of the Division of Health Psychology, American Psychological Association. 39: 841-845. PMID 32833485 DOI: 10.1037/Hea0000924  0.221
2014 Otten JJ, Saelens BE, Kapphahn KI, Hekler EB, Buman MP, Goldstein BA, Krukowski RA, O'Donohue LS, Gardner CD, King AC. Impact of San Francisco's toy ordinance on restaurants and children's food purchases, 2011-2012. Preventing Chronic Disease. 11: E122. PMID 25032837 DOI: 10.5888/Pcd11.140026  0.22
2023 Park J, Norman GJ, Klasnja P, Rivera DE, Hekler E. Development and Validation of Multivariable Prediction Algorithms to Estimate Future Walking Behavior in Adults: Retrospective Cohort Study. Jmir Mhealth and Uhealth. 11: e44296. PMID 36705954 DOI: 10.2196/44296  0.22
2013 Hekler EB, Klasnja P, Traver V, Hendriks M. Realizing effective behavioral management of health: the metamorphosis of behavioral science methods. Ieee Pulse. 4: 29-34. PMID 24056791 DOI: 10.1109/Mpul.2013.2271681  0.22
2013 McClain AD, Otten JJ, Hekler EB, Gardner CD. Adherence to a low-fat vs. low-carbohydrate diet differs by insulin resistance status. Diabetes, Obesity & Metabolism. 15: 87-90. PMID 22831182 DOI: 10.1111/J.1463-1326.2012.01668.X  0.219
2020 Chevance G, Baretta D, Golaszewski N, Takemoto M, Shrestha S, Jain S, Rivera DE, Klasnja P, Hekler E. Goal setting and achievement for walking: A series of N-of-1 digital interventions. Health Psychology : Official Journal of the Division of Health Psychology, American Psychological Association. PMID 33252961 DOI: 10.1037/hea0001044  0.217
2019 Shcherbina A, Hershman SG, Lazzeroni L, King AC, O'Sullivan JW, Hekler E, Moayedi Y, Pavlovic A, Waggott D, Sharma A, Yeung A, Christle JW, Wheeler MT, McConnell MV, Harrington RA, et al. The effect of digital physical activity interventions on daily step count: a randomised controlled crossover substudy of the MyHeart Counts Cardiovascular Health Study The Lancet Digital Health. 1: e344-e352. DOI: 10.1016/s2589-7500(19)30129-3  0.216
2021 Bartlett Ellis R, Wright J, Miller LS, Jake-Schoffman D, Hekler EB, Goldstein CM, Arigo D, Nebeker C. Lessons Learned: Beta-Testing the Digital Health Checklist for Researchers Prompts a Call to Action by Behavioral Scientists. Journal of Medical Internet Research. 23: e25414. PMID 34941548 DOI: 10.2196/25414  0.215
2014 Buman MP, Hekler EB, Floegel T, Pregonero AF, Gutierrez M, Riley K. Step Validation Of A Commercially-available Wrist-worn Accelerometer In Normal, Overweight, And Obese Adults Medicine & Science in Sports & Exercise. 46: 293. DOI: 10.1249/01.Mss.0000494069.44788.10  0.207
2014 Lee J, Walker E, Burleson W, Hekler EB. Exploring users' creation of personalized behavioral plans Ubicomp 2014 - Adjunct Proceedings of the 2014 Acm International Joint Conference On Pervasive and Ubiquitous Computing. 703-706. DOI: 10.1145/2638728.2641318  0.206
2022 Weiner LS, Nagel S, Irene Su H, Hurst S, Levy SS, Arredondo EM, Hekler E, Hartman SJ. A remotely delivered, peer-led intervention to improve physical activity and quality of life in younger breast cancer survivors. Journal of Behavioral Medicine. 1-17. PMID 36479658 DOI: 10.1007/s10865-022-00381-8  0.205
2017 Klasnja P, Hekler EB. Wearable Technology and Long-term Weight Loss. Jama. 317: 317-318. PMID 28114544 DOI: 10.1001/Jama.2016.19268  0.199
2013 Martinelli S, Kiser S, Bond L, Hekler E, Wharton C, Ohri-Vachaspati P. The Association between the Moral Foundations Theory, Ethical Concern and Fast Food Consumption Journal of the Academy of Nutrition and Dietetics. 113: A46. DOI: 10.1016/J.Jand.2013.06.155  0.199
2021 Kwasnicka D, Ten Hoor GA, Hekler E, Hagger MS, Kok G. Proposing a new approach to funding behavioural interventions using iterative methods. Psychology & Health. 1-5. PMID 34180340 DOI: 10.1080/08870446.2021.1945061  0.198
2015 Martin CA, Deshpande S, Hekler EB, Rivera DE. A system identification approach for improving behavioral interventions based on Social Cognitive Theory Proceedings of the American Control Conference. 2015: 5878-5883. DOI: 10.1109/ACC.2015.7172261  0.195
2020 Thomas JG, Goldstein CM, Bond DS, Lillis J, Hekler EB, Emerson JA, Espel-Huynh HM, Goldstein SP, Dunsiger SI, Evans EW, Butryn ML, Huang J, Wing RR. Evaluation of intervention components to maximize outcomes of behavioral obesity treatment delivered online: A factorial experiment following the multiphase optimization strategy framework. Contemporary Clinical Trials. 106217. PMID 33197609 DOI: 10.1016/j.cct.2020.106217  0.186
2022 Chevance G, Fresán U, Hekler E, Edmondson D, Lloyd SJ, Ballester J, Litt J, Cvijanovic I, Araújo-Soares V, Bernard P. Thinking Health-related Behaviors in a Climate Change Context: A Narrative Review. Annals of Behavioral Medicine : a Publication of the Society of Behavioral Medicine. PMID 35861123 DOI: 10.1093/abm/kaac039  0.186
2019 Chiauzzi E, Hekler EB, Lee J, Towner A, DasMahapatra P, Fitz-Randolph M. In search of a daily physical activity "sweet spot": Piloting a digital tracking intervention for people with multiple sclerosis. Digital Health. 5: 2055207619872077. PMID 31467683 DOI: 10.1177/2055207619872077  0.182
2020 schraefel m, Hekler E. Tuning Interactions. 27: 48-53. DOI: 10.1145/3381897  0.181
2022 Chevance G, Golaszewski NM, Tipton E, Hekler EB, Buman M, Welk GJ, Patrick K, Godino JG. Accuracy and Precision of Energy Expenditure, Heart Rate, and Steps Measured by Combined-Sensing Fitbits Against Reference Measures: Systematic Review and Meta-analysis. Jmir Mhealth and Uhealth. 10: e35626. PMID 35416777 DOI: 10.2196/35626  0.179
2023 Park J, Kim M, El Mistiri M, Kha R, Banerjee S, Gotzian L, Chevance G, Rivera DE, Klasnja P, Hekler E. 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. Jmir Research Protocols. 12: e52161. PMID 37751237 DOI: 10.2196/52161  0.176
2021 Perski O, Hébert ET, Naughton F, Hekler EB, Brown J, Businelle MS. Technology-mediated just-in-time adaptive interventions (JITAIs) to reduce harmful substance use: A systematic review. Addiction (Abingdon, England). PMID 34514668 DOI: 10.1111/add.15687  0.173
2018 Klasnja P, Hekler EB. Rethinking Evaluations Of mHealth Systems For Behavior Change. Getmobile (New York, N.Y.). 22: 11-14. PMID 30680312 DOI: 10.1145/3276145.3276149  0.17
2015 Lee J, Walker E, Burleson W, Hekler EB. Understanding users' creation of behavior change plans with theory-based support Conference On Human Factors in Computing Systems - Proceedings. 18: 2301-2306. DOI: 10.1145/2702613.2732870  0.169
2020 Nebeker C, Weisberg B, Hekler E, Kurisu M. Using Self-Study and Peer-to-Peer Support to Change "Sick" Care to "Health" Care: The Patient Perspective. Frontiers in Digital Health. 2: 2. PMID 34713016 DOI: 10.3389/fdgth.2020.00002  0.166
2020 Nebeker C, Weisberg B, Hekler E, Kurisu M. Using Self-Study and Peer-to-Peer Support to Change "Sick" Care to "Health" Care: The Patient Perspective. Frontiers in Digital Health. 2: 2. PMID 34713016 DOI: 10.3389/fdgth.2020.00002  0.166
2023 Allman-Farinelli M, Boljevac B, Vuong T, Hekler E. Nutrition-Related N-of-1 Studies Warrant Further Research to Provide Evidence for Dietitians to Practice Personalized (Precision) Medical Nutrition Therapy: A Systematic Review. Nutrients. 15. PMID 37049595 DOI: 10.3390/nu15071756  0.164
2020 Petersen C, Austin RR, Backonja U, Campos H, Chung AE, Hekler EB, Hsueh PS, Kim KK, Pho A, Salmi L, Solomonides A, Valdez RS. Citizen science to further precision medicine: from vision to implementation. Jamia Open. 3: 2-8. PMID 32607481 DOI: 10.1093/jamiaopen/ooz060  0.163
2022 Mansour-Assi SJ, Golaszewski NM, Costello VL, Wing D, Persinger H, Coleman A, Lytle L, Larsen BA, Jain S, Weibel N, Rock CL, Patrick K, Hekler E, Godino JG. Social Mobile Approaches to Reducing Weight (SMART) 2.0: protocol of a randomized controlled trial among young adults in university settings. Trials. 23: 7. PMID 34980208 DOI: 10.1186/s13063-021-05938-7  0.161
2014 Lee J, Walker E, Burleson W, Hekler EB. Programming tool of context-aware applications for behavior change Ubicomp 2014 - Adjunct Proceedings of the 2014 Acm International Joint Conference On Pervasive and Ubiquitous Computing. 91-94. DOI: 10.1145/2638728.2638735  0.158
2021 Hesse BW, Conroy DE, Kwaśnicka D, Waring ME, Hekler E, Andrus S, Tercyak KP, King AC, Diefenbach MA. We're all in this together: recommendations from the Society of Behavioral Medicine's Open Science Working Group. Translational Behavioral Medicine. PMID 33595059 DOI: 10.1093/tbm/ibaa126  0.147
2024 Terrana A, Viglione C, Rhee K, Rabin B, Godino J, Aarons GA, Chapman J, Melendrez B, Holguin M, Osorio L, Gidwani P, Juarez Nunez C, Firestein G, Hekler E. The core functions and forms paradigm throughout EPIS: designing and implementing an evidence-based practice with function fidelity. Frontiers in Health Services. 3: 1281690. PMID 38292916 DOI: 10.3389/frhs.2023.1281690  0.143
2023 Goldhaber NH, Chea A, Hekler EB, Zhou W, Fergerson B. Evaluating the Mental Health of Physician-Trainees Using an SMS Text Message-Based Assessment Tool: Longitudinal Pilot Study. Jmir Formative Research. 7: e45102. PMID 37266985 DOI: 10.2196/45102  0.122
2013 Norman GJ, Kolodziejczyk JK, Hekler EB, Ramirez ER. How to deliver physical activity messages Acsm's Behavioral Aspects of Physical Activity and Exercise 0.121
2022 Wang L, Allman-Farinelli M, Yang JA, Taylor JC, Gemming L, Hekler E, Rangan A. Enhancing Nutrition Care Through Real-Time, Sensor-Based Capture of Eating Occasions: A Scoping Review. Frontiers in Nutrition. 9: 852984. PMID 35586732 DOI: 10.3389/fnut.2022.852984  0.12
2023 Weiner LS, Nagel S, Su HI, Hurst S, Levy SS, Arredondo EM, Hekler E, Hartman SJ. Correction to: A remotely delivered, peer-led intervention to improve physical activity and quality of life in younger breast cancer survivors. Journal of Behavioral Medicine. 1-2. PMID 36652087 DOI: 10.1007/s10865-022-00390-7  0.119
2022 Hekler E, Anderson CAM, Cooper LA. Is It Time to Restructure the National Institutes of Health? American Journal of Public Health. 112: 965-968. PMID 35728037 DOI: 10.2105/AJPH.2022.306830  0.109
2022 Taylor JC, Allman-Farinelli M, Chen J, Gauglitz JM, Hamideh D, Jankowska MM, Johnson AJ, Rangan A, Spruijt-Metz D, Yang JA, Hekler E. Perspective: A Framework for Addressing Dynamic Food Consumption Processes. Advances in Nutrition (Bethesda, Md.). PMID 34999744 DOI: 10.1093/advances/nmab156  0.104
2014 Chen FX, King AC, Hekler EB. "Healthifying" exergames: Improving health outcomes through intentional priming Conference On Human Factors in Computing Systems - Proceedings. 1855-1864. DOI: 10.1145/2556288.2557246  0.099
2020 Chevance G, Hekler EB, Efoui-Hess M, Godino J, Golaszewski N, Gualtieri L, Krause A, Marrauld L, Nebeker C, Perski O, Simons D, Taylor JC, Bernard P. Digital health at the age of the Anthropocene. The Lancet. Digital Health. 2: e290-e291. PMID 33328121 DOI: 10.1016/S2589-7500(20)30130-8  0.089
2020 Chevance G, Hekler EB, Efoui-Hess M, Godino J, Golaszewski N, Gualtieri L, Krause A, Marrauld L, Nebeker C, Perski O, Simons D, Taylor JC, Bernard P. Digital health at the age of the Anthropocene The Lancet Digital Health. 2: e290-e291. DOI: 10.1016/s2589-7500(20)30130-8  0.089
2022 Tung K, De La Torre S, El Mistiri M, Braga De Braganca R, Hekler E, Pavel M, Rivera D, Klasnja P, Spruijt-Metz D, Marlin BM. BayesLDM: A Domain-specific Modeling Language for Probabilistic Modeling of Longitudinal Data. ...Ieee...International Conference On Connected Health: Applications, Systems and Engineering Technologies. Ieee International Conference On Connected Health: Applications, Systems and Engineering Technologies. 2022: 78-90. PMID 37736024  0.087
2016 Martin CA, Rivera DE, Hekler EB. An identification test monitoring procedure for MIMO systems based on statistical uncertainty estimation Proceedings of the Ieee Conference On Decision and Control. 2016: 2719-2724. DOI: 10.1109/CDC.2015.7402627  0.085
2017 Consolvo S, Bentley FR, Hekler EB, Phatak SS. Mobile User Research: A Practical Guide Synthesis Lectures On Mobile and Pervasive Computing. 9: i-195. DOI: 10.2200/S00763ED1V01Y201703MPC012  0.083
2014 Li V, McDonald DW, Eikey EV, Sweeney J, Escajeda J, Dubey G, Riley K, Poole ES, Hekler EB. Losing it online: Characterizing participation in an online weight loss community Proceedings of the International Acm Siggroup Conference On Supporting Group Work. 35-45. DOI: 10.1145/2660398.2660416  0.071
2014 Martín CA, Rivera DE, Riley WT, Hekler EB, Buman MP, Adams MA, King AC. A dynamical systems model of Social Cognitive Theory Proceedings of the American Control Conference. 2407-2412. DOI: 10.1109/ACC.2014.6859463  0.064
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