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Susan A. Murphy

Active 1991–2026

159
Papers
20,922
Citations
58
h-index
105
i10-index

Citations

Citations per year for Susan A. Murphy1994: 2 citations1995: 3 citations1996: 8 citations1997: 9 citations1998: 12 citations1999: 7 citations2000: 19 citations2001: 15 citations2002: 22 citations2003: 20 citations2004: 26 citations2005: 44 citations2006: 74 citations2007: 48 citations2008: 48 citations2009: 66 citations2010: 81 citations2011: 87 citations2012: 108 citations2013: 144 citations2014: 197 citations2015: 194 citations2016: 237 citations2017: 241 citations2018: 272 citations2019: 639 citations2020: 813 citations2021: 778 citations2022: 604 citations2023: 435 citations2024: 715 citations2025: 453 citations2026: 110 citations

Citation sources

Countries

World map of the countries and regions citing this authorUnited States: 2,622 citing papers, 38.3% of this breakdownUnited Kingdom: 567 citing papers, 8.3% of this breakdownGermany: 319 citing papers, 4.7% of this breakdownAustralia: 300 citing papers, 4.4% of this breakdownChina: 294 citing papers, 4.3% of this breakdownCanada: 291 citing papers, 4.2% of this breakdownNetherlands: 260 citing papers, 3.8% of this breakdownItaly: 175 citing papers, 2.5% of this breakdownSwitzerland: 156 citing papers, 2.3% of this breakdownBelgium: 118 citing papers, 1.7% of this breakdownFrance: 111 citing papers, 1.6% of this breakdownSweden: 104 citing papers, 1.5% of this breakdown
0%38.3%Other 22.4%

Institutions

Fields

  • Medicine24.9%
  • Psychology17%
  • Computer Science15.4%
  • Health Professions13.7%
  • Mathematics9.8%
  • Decision Sciences5.3%
  • Other13.9%

Topics

  • Mobile Health and mHealth Applications6.2%
  • Digital Mental Health Interventions6%
  • Statistical Methods and Inference2.5%
  • Advanced Causal Inference Techniques2.2%
  • Behavioral Health and Interventions2.1%
  • Mental Health Research Topics2%
  • Other79%

Coauthors

All papers

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  1. Just-in-Time Adaptive Interventions (JITAIs) in Mobile Health: Key Components and Design Principles for Ongoing Health Behavior Support

    Authors: Inbal Nahum‐Shani, Shawna N. Smith, Bonnie Spring, Linda M. Collins, Katie Witkiewitz, Ambuj Tewari, Susan A. Murphy - Annals of Behavioral Medicine 2016 cited by 2,172

  2. The Prevention and Treatment of Missing Data in Clinical Trials

    Authors: Roderick J. A. Little, Ralph B. D’Agostino, Michael L. Cohen, Kay Dickersin, Scott S. Emerson, John T. Farrar, Constantine Frangakis, Joseph W. Hogan, Geert Molenberghs, Susan A. Murphy, James D. Neaton, Andrea Rotnitzky, Daniel O. Scharfstein, Weichung Joe Shih, Jay P. Siegel, Hal S. Stern - New England Journal of Medicine 2012 cited by 1,891

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

    Authors: Predrag Klasnja, Eric B. Hekler, Saul Shiffman, Audrey Boruvka, Daniel Almirall, Ambuj Tewari, Susan A. Murphy - Health Psychology 2015 cited by 707

  4. From hype to reality: data science enabling personalized medicine

    Authors: Holger Fröhlich, Rudi Balling, Niko Beerenwinkel, Oliver Kohlbacher, Santosh Kumar, Thomas Lengauer, Marloes H. Maathuis, Yves Moreau, Susan A. Murphy, Teresa M. Przytycka, Michael Rebhan, Hannes Röst, Andreas Schuppert, Matthias Schwab, Rainer Spang, Daniel J. Stekhoven, Jimeng Sun, Andreas Weber⋆, Daniel Ziemek, Blaž Zupan - BMC Medicine 2018 cited by 447

  5. Optimal Dynamic Treatment Regimes

    Authors: Susan A. Murphy - Journal of the Royal Statistical Society Series B (Statistical Methodology) 2003 cited by 1,042

  6. The Multiphase Optimization Strategy (MOST) and the Sequential Multiple Assignment Randomized Trial (SMART)

    Authors: Linda M. Collins, Susan A. Murphy, Victor J. Strecher - American Journal of Preventive Medicine 2007 cited by 1,126

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

    Authors: Predrag Klasnja, Shawna N. Smith, Nicholas J. Seewald, Jin Seok Lee, Kelly Hall, Brook Luers, Eric B. Hekler, Susan A. Murphy - Annals of Behavioral Medicine 2018 cited by 260

  8. Mobile Health Technology Evaluation

    Authors: Santosh Kumar, Wendy Nilsen, Amy P. Abernethy, Audie A. Atienza, Kevin Patrick, Misha Pavel, William T. Riley, Albert O. Shar, Bonnie Spring, Donna Spruijt‐Metz, Donald Hedeker, Vasant Honavar, Richard L. Kravitz, R. Craig Lefebvre, David C. Mohr, Susan A. Murphy, Charlene C. Quinn, Vladimir Shusterman, Dallas Swendeman - American Journal of Preventive Medicine 2013 cited by 943

  9. The Engagement Problem: a Review of Engagement with Digital Mental Health Interventions and Recommendations for a Path Forward

    Authors: Jessica M. Lipschitz, Chelsea K. Pike, Timothy P. Hogan, Susan A. Murphy, Katherine E. Burdick - Current Treatment Options in Psychiatry 2023 cited by 192

  10. Introduction to SMART designs for the development of adaptive interventions: with application to weight loss research

    Authors: Daniel Almirall, Inbal Nahum‐Shani, Nancy E. Sherwood, Susan A. Murphy - Translational Behavioral Medicine 2014 cited by 453

  11. Dynamic Treatment Regimes

    Authors: Bibhas Chakraborty, Susan A. Murphy - Annual Review of Statistics and Its Application 2013 cited by 296

  12. Performance guarantees for individualized treatment rules

    Authors: Min Qian, Susan A. Murphy - The Annals of Statistics 2011 cited by 447

  13. Towards Optimizing Human-Centric Objectives in AI-Assisted Decision-Making With Offline Reinforcement Learning

    Authors: Zana Buçinca, Siddharth Swaroop, Amanda E. Paluch, Susan A. Murphy, Krzysztof Z. Gajos - arXiv (Cornell University), CoRR 2024 cited by 23

  14. On Profile Likelihood

    Authors: Susan A. Murphy, Aad van der Vaart - Journal of the American Statistical Association 2000 cited by 663

  15. To Prompt or Not to Prompt? A Microrandomized Trial of Time-Varying Push Notifications to Increase Proximal Engagement With a Mobile Health App

    Authors: Niranjan Bidargaddi, Daniel Almirall, Susan A. Murphy, Inbal Nahum‐Shani, Michael Kovalcik, Timothy Pituch, Haitham Maaieh, Victor J. Strecher - JMIR mhealth and uhealth 2018 cited by 202

  16. Designing a pilot sequential multiple assignment randomized trial for developing an adaptive treatment strategy

    Authors: Daniel Almirall, Scott N. Compton, Meredith Gunlicks‐Stoessel, Naihua Duan, Susan A. Murphy - Statistics in Medicine 2012 cited by 239

  17. The Integration of Clinical Trials With the Practice of Medicine

    Authors: Derek C. Angus, Alison J. Huang, Roger Lewis, Amy P. Abernethy, Robert M. Califf, Martin Landray, Nancy Kass, Kirsten Bibbins‐Domingo, Ali Abbasi, Kaleab Z. Abebe, Amy P. Abernethy, Stacey J. Adam, Derek C. Angus, Jamy D. Ard, Michael Berkwits, Rachel Bender Ignacio, Scott Berry, Deepak L. Bhatt, Kirsten Bibbins‐Domingo, Robert O. Bonow, Marc J. M. Bonten, Sharon A. Brangman, John S. Brownstein, Melinda Buntin, Atul J. Butte, Robert M. Califf, Marion Campbell, Anne Rentoumis Cappola, Anne C. Chiang, Deborah Cook, Steven R. Cummings, Gregory Curfman, Laura J. Esserman, Lee A. Fleisher, Joseph B. Franklin, Ralph Gonzalez, Cynthia Grossman, Tufia C. Haddad, Roy S. Herbst, Adrian F. Hernandez, Diane Holder, Leora Horn, Grant D. Huang, Alison J. Huang, Nancy Kass, Rohan Khera, Walter J. Koroshetz, Harlan M. Krumholz, Martin Landray, Roger Lewis, Tracy A. Lieu, Preeti Malani, Christa Lese Martin, Mark McClellan, Mary Mcdermott, Stephanie R. Morain, Susan A. Murphy, Stuart G. Nicholls, Stephen J. Nicholls, Peter J. O’Dwyer, Bhakti K. Patel, Eric C. Peterson, Sheila A. Prindiville, Joseph S. Ross, Kathy Rowan, Gordon D. Rubenfeld, Christopher Seymour, Rod S Taylor, Joanne Waldstreicher, Tracy Y. Wang - JAMA 2024 cited by 70

  18. Sense2Stop: A micro-randomized trial using wearable sensors to optimize a just-in-time-adaptive stress management intervention for smoking relapse prevention

    Authors: Samuel L. Battalio, David E. Conroy, Walter Dempsey, Peng Liao, Marianne Menictas, Susan A. Murphy, Inbal Nahum‐Shani, Tianchen Qian, Santosh Kumar, Bonnie Spring - Contemporary Clinical Trials 2021 cited by 75

  19. Statistical Inference After Adaptive Sampling in Non-Markovian Environments

    Authors: Kelly W. Zhang, Lucas Janson, Susan A. Murphy - CoRR 2022 cited by 21

  20. Informing sequential clinical decision-making through reinforcement learning: an empirical study

    Authors: Susan M. Shortreed, Eric B. Laber, Daniel J. Lizotte, T. Scott Stroup, Joelle Pineau, Susan A. Murphy - Machine Learning, Mach. Learn. 2010 cited by 204

  21. Personalized HeartSteps: A Reinforcement Learning Algorithm for Optimizing Physical Activity

    Authors: Peng Liao, Kristjan Greenewald, Predrag Klasnja, Susan A. Murphy - on Interactive Mobile Wearable and Ubiquitous Technologies, Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2020 cited by 149

  22. An experimental design for the development of adaptive treatment strategies

    Authors: Susan A. Murphy - Statistics in Medicine 2004 cited by 744

  23. Communication Interventions for Minimally Verbal Children With Autism: A Sequential Multiple Assignment Randomized Trial

    Authors: Connie Kasari, Ann P. Kaiser, Kelly Goods, Jennifer Nietfeld, Pamela Mathy, Rebecca Landa, Susan A. Murphy, Daniel Almirall - Journal of the American Academy of Child & Adolescent Psychiatry 2014 cited by 406

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

    Authors: Tianchen Qian, Ashley Walton, Linda M. Collins, Predrag Klasnja, Stephanie T. Lanza, Inbal Nahum‐Shani, Mashfiqui Rabbi, Michael A. Russell, Maureen A. Walton, Hyesun Yoo, Susan A. Murphy - Psychological Methods 2022 cited by 101