This paper is in the following e-collection/theme issue:

Mobile Health (mhealth) (2972) New Methods (955) mHealth for Data Collection and Research (972) mHealth for Wellness, Behavior Change and Prevention (2910) Behavior Change (718) Instruments and Questionnaires for Nutrition and Food Intake (167) Ecological Momentary Assessment (EMA) (320)

Published on in Vol 19, No 3 (2017): March

Ecological Momentary Assessment in Behavioral Research: Addressing Technological and Human Participant Challenges

Ecological Momentary Assessment in Behavioral Research: Addressing Technological and Human Participant Challenges

Ecological Momentary Assessment in Behavioral Research: Addressing Technological and Human Participant Challenges

Authors of this article:

Lora E Burke1, 2 Author Orcid Image ;   Saul Shiffman3 Author Orcid Image ;   Edvin Music1, 3 Author Orcid Image ;   Mindi A Styn1, 3 Author Orcid Image ;   Andrea Kriska2 Author Orcid Image ;   Asim Smailagic4 Author Orcid Image ;   Daniel Siewiorek5 Author Orcid Image ;   Linda J Ewing3 Author Orcid Image ;   Eileen Chasens1 Author Orcid Image ;   Brian French6 Author Orcid Image ;   Juliet Mancino3 Author Orcid Image ;   Dara Mendez2 Author Orcid Image ;   Patrick Strollo3 Author Orcid Image ;   Stephen L Rathbun6 Author Orcid Image
Article Authors Cited by (174) Tweetations (31) Metrics

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  101. Mayer-Hamblett N, Ratjen F, Russell R, Donaldson S, Riekert K, Sawicki G, Odem-Davis K, Young J, Rosenbluth D, Taylor-Cousar J, Goss C, Retsch-Bogart G, Clancy J, Genatossio A, O'Sullivan B, Berlinski A, Millard S, Omlor G, Wyatt C, Moffett K, Nichols D, Gifford A, Kloster M, Weaver K, Chapdu C, Xie J, Skalland M, Romasco M, Heltshe S, Simon N, VanDalfsen J, Mead A, Buckingham R, Seidel K, Midamba N, Couture L, Case B, Au W, Rockers E, Cooke D, Olander A, Bondick I, Johnson M, VanHousen L, Nicholson B, Parrish M, Roberts D, Head J, Carey J, Caverly L, Dangerfield J, Linnemann R, Fullmer J, Roman C, Mogayzel P, Reyes D, Harmala A, Lysinger J, Bergeron J, Virella-Lowell I, Brown P, Godusevic L, Casey A, Paquette L, Lahiri T, Sweet J, Donaldson S, Harris J, Parnell S, Szentpetery S, Froh D, Tharrington E, Jain M, Nelson R, Kadon S, McPhail G, McBennett K, Rone T, Dasenbrook E, Weaver D, Johnson T, McCoy K, Jain R, Mcleod M, Klosterman M, Sharma P, Jones A, Mueller G, Janney R, Taylor-Cousar J, Cross M, Hoppe J, Cahill J, Mukadam Z, Finto J, Schultz K, Villalta S, Smith A, Millard S, Symington T, Graff G, Kitch D, Sanders D, Thompson M, Pena T, Teresi M, Gafford J, Schaeffer D, Mermis J, Scott L, Escobar H, Williams K, Dorman D, O'Sullivan B, Bethay R, Danov Z, Turbeville K, Johannes J, Rodriguez A, Marra B, Zanni R, Morton R, Simeon T, Braun A, Dondlinger N, Biller J, Hubertz E, Antos N, Roth L, Billings J, Larson C, Balaji P, McNamara J, Clark T, Griffith R, Martinez N, Hussain S, Malveaux H, Egan M, Guzman C, DeCelie-Germana J, Galvin S, Savant A, Falgout N, Walker P, Demarco T, DiMango E, Ycaza M, Ballo J, Tirakitsoontorn P, Layish D, Serr D, Livingston F, Wooldridge S, Milla C, Spano J, Davis R, Elidemir O, Chittivelu S, Scott A, Alam S, Dorgan D, Butoryak M, Weiner D, Renna H, Wyatt C, Klein B, Stone A, Lessard M, Schechter M, Johnson B, Scofield S, Liou T, Vroom J, Akong K, Gil M, Betancourt L, Singer J, Ly N, Moreno C, Aitken M, Gambol T, Gibson R, Lambert A, Milton J, Smith S, Green D, Hodge D, Fortner C, Forell M, Karlnoski R, Patel K, Daines C, Ryan E, Amaro-Galvez R, Dohanich E, Lennox A, Messer Z, Hanes H, Powell K, Polineni D. Discontinuation versus continuation of hypertonic saline or dornase alfa in modulator treated people with cystic fibrosis (SIMPLIFY): results from two parallel, multicentre, open-label, randomised, controlled, non-inferiority trials. The Lancet Respiratory Medicine 2023;11(4):329 View
  102. Möller S, Apputhurai P, Tye-Din J, Knowles S. Longitudinal assessment of the common sense model before and during the COVID-19 pandemic: A large coeliac disease cohort study. Journal of Psychosomatic Research 2022;153:110711 View
  103. Beres L, Mbabali I, Anok A, Katabalwa C, Mulamba J, Thomas A, Bugos E, Grabowski M, Nakigozi G, Chang L, Mockridge J. Acceptability and feasibility of mobile phone-based ecological momentary assessment and intervention in Uganda: A pilot randomized controlled trial. PLOS ONE 2022;17(8):e0273228 View
  104. Reesor-Oyer L, Parker H, Burkart S, Smith M, Dugger R, von Klinggraeff L, Weaver R, Beets M, Armstrong B. Measuring Microtemporal Processes Underlying Preschoolers’ Screen Use and Behavioral Health: Protocol for the Tots and Tech Study. JMIR Research Protocols 2022;11(9):e36240 View
  105. Schipani-McLaughlin A, Salazar L, Muilenburg J, Lauckner C, Swartzendruber A, Walters D. A Mixed Media Campaign to Promote Bystander Intervention and Reduce Alcohol Use Among College Students: A Pilot Study. Health Promotion Practice 2022;23(6):973 View
  106. Kwon M, Wang J, Dean G, Dickerson S. Sleep health, its intraindividuality, and perceived stress in college students during the COVID-19 pandemic. Journal of American College Health 2024;72(8):2726 View
  107. Howard A, Lamb M. Compliance Trends in a 14-Week Ecological Momentary Assessment Study of Undergraduate Alcohol Drinkers. Assessment 2024;31(2):277 View
  108. Williams J, Pykett J. Mental health monitoring apps for depression and anxiety in children and young people: A scoping review and critical ecological analysis. Social Science & Medicine 2022;297:114802 View
  109. Tonn P, Seule L, Degani Y, Herzinger S, Klein A, Schulze N. Digital Content-Free Speech Analysis Tool to Measure Affective Distress in Mental Health: Evaluation Study. JMIR Formative Research 2022;6(8):e37061 View
  110. Sheck I, Tilchin C, Wagner J, Epstein D, Burgess-Hull A, Jennings J. Acceptability and Feasibility of Geographically Explicit Ecological Momentary Assessment Among Men Who Have Sex with Men. Archives of Sexual Behavior 2022;51(5):2429 View
  111. Howlett J, Larkin F, Touthang J, Kuplicki R, Lim K, Paulus M. Rapid, reliable mobile assessment of affect-related motor processing. Behavior Research Methods 2022;55(8):4260 View
  112. Wiebe D, Storey E, Orchinik J, Grady M, Leddy J, Willer B, Haider M, Mannix R, Meehan W, Vernau B, Master C. Measuring Recovery With Ecological Momentary Assessment in a Randomized Trial of Exercise After Sport-Related Concussion. Clinical Journal of Sport Medicine 2022;32(4):345 View
  113. Ponnada A, Li J, Wang S, Wang W, Do B, Dunton G, Intille S. Contextual Biases in Microinteraction Ecological Momentary Assessment (μEMA) Non-response. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 2022;6(1):1 View
  114. Moore R, Parrish E, Van Patten R, Paolillo E, Filip T, Bomyea J, Lomas D, Twamley E, Eyler L, Depp C. Initial Psychometric Properties of 7 NeuroUX Remote Ecological Momentary Cognitive Tests Among People With Bipolar Disorder: Validation Study. Journal of Medical Internet Research 2022;24(7):e36665 View
  115. Laban G, Ben-Zion Z, Cross E. Social Robots for Supporting Post-traumatic Stress Disorder Diagnosis and Treatment. Frontiers in Psychiatry 2022;12 View
  116. Sala M, Taylor A, Crochiere R, Zhang F, Forman E. Application of machine learning to discover interactions predictive of dietary lapses. Applied Psychology: Health and Well-Being 2023;15(3):1166 View
  117. Marks K, Verdi A, Toles L, Stipancic K, Ortiz A, Hillman R, Mehta D. Psychometric Analysis of an Ecological Vocal Effort Scale in Individuals With and Without Vocal Hyperfunction During Activities of Daily Living. American Journal of Speech-Language Pathology 2021;30(6):2589 View
  118. Ponnada A, Wang S, Chu D, Do B, Dunton G, Intille S. Intensive Longitudinal Data Collection Using Microinteraction Ecological Momentary Assessment: Pilot and Preliminary Results. JMIR Formative Research 2022;6(2):e32772 View
  119. Kariuki J, Rockette-Wagner B, Cheng J, Erickson K, Gibbs B, Sereika S, Kline C, Mendez D, Wayan P, Bizhanova Z, Saad M, Burke L. Neighborhood Walkability Is Associated with Physical Activity and Prediabetes in a Behavioral Weight Loss Study: a Secondary Analysis. International Journal of Behavioral Medicine 2023;30(4):486 View
  120. Lentferink A, Oldenhuis H, Velthuijsen H, van Gemert-Pijnen L. How Reflective Automated e-Coaching Can Help Employees Improve Their Capacity for Resilience: Mixed Methods Study. JMIR Human Factors 2023;10:e34331 View
  121. Deakin E, Ng F, Young E, Thorpe N, Newby C, Coupland C, Craven M, Slade M. Design decisions and data completeness for experience sampling methods used in psychosis: systematic review. BMC Psychiatry 2022;22(1) View
  122. Adams L, Igbinedion G, DeVinney A, Azasu E, Nestadt P, Thrul J, Joe S. Assessing the Real-time Influence of Racism-Related Stress and Suicidality Among Black Men: Protocol for an Ecological Momentary Assessment Study. JMIR Research Protocols 2021;10(10):e31241 View
  123. Sobolev M, Anand A, Dziak J, Potter L, Lam C, Wetter D, Nahum-Shani I. Time-varying model of engagement with digital self reporting: Evidence from smoking cessation longitudinal studies. Frontiers in Digital Health 2023;5 View
  124. Tonkin S, Gass J, Wray J, Maguin E, Mahoney M, Colder C, Tiffany S, Hawk Jr L. Evaluating Declines in Compliance With Ecological Momentary Assessment in Longitudinal Health Behavior Research: Analyses From a Clinical Trial. Journal of Medical Internet Research 2023;25:e43826 View
  125. Voulgaropoulou S, Viechtbauer W, Sobczak S, van Amelsvoort T, Hernaus D. Worries about the COVID-19 pandemic and the dynamic regulation of emotions in the general population: A network analysis study. Journal of Affective Disorders Reports 2023;14:100618 View
  126. Yao L, Yang Y, Wang Z, Pan X, Xu L. Compliance with ecological momentary assessment programmes in the elderly: a systematic review and meta-analysis. BMJ Open 2023;13(7):e069523 View
  127. Pacanowski C, Dominick G, Crosby R, Engel S, Cao L, Linde J. Daily self‐weighing compared with an active control causes greater negative affective lability in emerging adult women: A randomized trial. Applied Psychology: Health and Well-Being 2023;15(4):1695 View
  128. Ibrahim S, Hammami N, Katapally T, Ayatollahi H. Traditional surveys versus ecological momentary assessments: Digital citizen science approaches to improve ethical physical activity surveillance among youth. PLOS Digital Health 2023;2(9):e0000294 View
  129. Vengurlekar I, Steggerda J, Bridges A. Were you rushing or were you dragging? Perceived support, music-specific stress, and internalizing symptoms in university-level music students. Psychology of Music 2024;52(2):245 View
  130. Dibaj I, Tørmoen A, Klungsøyr O, Haga E, Mehlum L. Trajectories and Predictors of Change in Emotion Dysregulation and Deliberate Self-Harm Amongst Adolescents with Borderline Features. Clinical Child Psychology and Psychiatry 2024;29(2):407 View
  131. Hanson J, Harris A, Gilbertson R, Charboneau M, O’Leary M. Feasibility and Acceptability of Using Ecological Momentary Assessment to Evaluate Alcohol Use with American Indian Women. International Journal of Environmental Research and Public Health 2023;20(12):6071 View
  132. Henry L, Hansen E, Chimoff J, Pokstis K, Kiderman M, Naim R, Kossowsky J, Byrne M, Lopez-Guzman S, Kircanski K, Pine D, Brotman M. Selecting an Ecological Momentary Assessment Platform: Tutorial for Researchers. Journal of Medical Internet Research 2024;26:e51125 View
  133. Kim J, Lee J, Yang S, Kim H. Core contents for digital healthcare services across the life span. Korean Journal of Health Education and Promotion 2023;40(4):33 View
  134. Brier Z, Hidalgo J, Espeleta H, Davidson T, Ruggiero K, Price M. Assessment of Traumatic Stress Symptoms During the Acute Posttrauma Period. Focus 2023;21(3):239 View
  135. Sun Y, Kargarandehkordi A, Slade C, Jaiswal A, Busch G, Guerrero A, Phillips K, Washington P. Personalized Deep Learning for Substance Use in Hawaii: Protocol for a Passive Sensing and Ecological Momentary Assessment Study. JMIR Research Protocols 2024;13:e46493 View
  136. Tarca B, Jesudason S, Wycherley T, Le Leu R, Ovenden M, Meade A, Bennett P, Boyle T, Ferrar K. Ecological Momentary Assessment to Explore Fatigue, Mood, and Physical Activity Levels in People Receiving Peritoneal Dialysis. Kidney International Reports 2024;9(3):601 View
  137. Yang M, Schick M, Sullivan T, Weiss N. Predicting Completion of Ecological Momentary Assessments Among Substance-Using Women Experiencing Intimate Partner Violence. Assessment 2024;31(7):1398 View
  138. Reina A, Beer J, Renzi-Hammond L, Zhang D, Padilla H. Mind Your Heart: A Mindful Eating and Diet Education eHealth Program. Journal of Nutrition Education and Behavior 2024;56(1):54 View
  139. Bonanno G, Chen S, Bagrodia R, Galatzer-Levy I. Resilience and Disaster: Flexible Adaptation in the Face of Uncertain Threat. Annual Review of Psychology 2024;75(1):573 View
  140. Dietrich J, Hornschuh S, Madi P, Ramsammy C, Tsotetsi L, Tshabalala G, Nkala-Dlamini B, Violari A, Kidman R, Fiske A. Implementing ecological momentary assessments to measure violence and adolescent HIV transmission risk: Lessons from Johannesburg, South Africa. PLOS Digital Health 2024;3(2):e0000283 View
  141. Han A, Malone L, Lee H, Gong J, Henry R, Zhu X, Yuen H. The use of ecological momentary assessment for family caregivers of adults with chronic conditions: A systematic review. Health Psychology Research 2024;12 View
  142. Yin H, Zhu H, Gu J, Qin H, Ding W, Guo N, Fu J, Yang Y. Mobile-based ecological momentary assessment and intervention: bibliometric analysis. Frontiers in Psychiatry 2024;15 View
  143. Murray A, Xie T, Power L, Condon L. Recruitment and retention of adolescents for an ecological momentary assessment measurement burst mental health study: The MHIM engagement strategy. Health Expectations 2024;27(3) View
  144. Palacz-Poborczyk I, Naughton F, Luszczynska A, Januszewicz A, Quested E, Hagger M, Pagoto S, Verboon P, Robinson S, Kwasnicka D. Choosing Health: acceptability and feasibility of a theory-based, online-delivered, tailored weight loss, and weight loss maintenance intervention. Translational Behavioral Medicine 2024;14(7):434 View
  145. McCool M, Schwebel F, Pearson M, Tonigan J. Examining early adherence measures as predictors of subsequent adherence in an intensive longitudinal study of individuals in mutual help groups: One day at a time. Alcohol, Clinical and Experimental Research 2024;48(8):1552 View
  146. Raj A, Raj A, Kumari B. Challenges And Opportunities In The Adoption Of Nutrition Tracker Apps. SSRN Electronic Journal 2024 View
  147. Schinkel-Bielefeld N, Burke L, Holube I, Iankilevitch M, Jenstad L, Lelic D, Naylor G, Singh G, Smeds K, von Gablenz P, Wolters F, Wu Y. Implementing Ecological Momentary Assessment in Audiological Research: Opportunities and Challenges. American Journal of Audiology 2024;33(3):648 View
  148. Jacobucci R, Ammerman B, McClure K. Examining missingness at the momentary level in clinical research using ecological momentary assessment: Implications for suicide research. Journal of Clinical Psychology 2024;80(10):2147 View
  149. Chai P, Goodman G, Mohamed Y, Bustamante M, Albrechta H, Lee J, Glynn T, Boland K, Hokayem J, Boyer E, Rosen R, Mayer K, O’Cleirigh C. Leveraging A Digital Pill System to Understand Prevention-Effective Adherence to Oral Hiv Pre-Exposure Prophylaxis Among Men Who Have Sex with Men with Substance Use. AIDS and Behavior 2024;28(10):3373 View
  150. Zhu J, Niu L, Hou X, Tao H, Ma Y, Silenzio V, Lin K, Zhou L. Feasibility and Acceptability of Ecological Momentary Assessment to Assess Suicide Risk among Young People with Mood Disorder in China. Psychiatry Research 2024;340:116138 View
  151. Shin D, Kim H, Lee S, Cho Y, Jung W. Using Large Language Models to Detect Depression From User-Generated Diary Text Data as a Novel Approach in Digital Mental Health Screening: Instrument Validation Study. Journal of Medical Internet Research 2024;26:e54617 View
  152. Browning C, Pinchak N, Calder C, Boettner B. Leveraging Experience Sampling/Ecological Momentary Assessment for Sociological Investigations of Everyday Life. Annual Review of Sociology 2024;50(1):41 View
  153. Greenway F, Weal M, Palmer-Cooper E. Hybrid mHealth care: Patient perspectives of blended treatments for psychosis. A systematic review. Schizophrenia Research 2024;274:1 View
  154. Fritz J, Piccirillo M, Cohen Z, Frumkin M, Kirtley O, Moeller J, Neubauer A, Norris L, Schuurman N, Snippe E, Bringmann L. So You Want to Do ESM? 10 Essential Topics for Implementing the Experience-Sampling Method. Advances in Methods and Practices in Psychological Science 2024;7(3) View
  155. Sosa‐Hernandez L, Vogel N, Frankiewicz K, Reaume C, Drew A, McVey Neufeld S, Thomassin K. Exploring emotions beyond the laboratory: A review of emotional and physiological ecological momentary assessment methods in children and youth. Psychophysiology 2024;61(12) View
  156. Leenaerts N, Vaessen T, Sunaert S, Ceccarini J, Vrieze E. Affective dynamics surrounding craving, non‐heavy alcohol use and binge drinking in female patients with alcohol use disorder and controls: An experience sampling method study. Addiction 2024 View
  157. Fourie C, Mahomed-Asmail F, Oosthuizen I, Manchaiah V, Vercammen C, Swanepoel D. Hearing aid benefit in daily life: a qualitative ecological momentary assessment study. Frontiers in Audiology and Otology 2024;2 View
  158. Kariuki J, Burke L, Zickmund S, Beatrice B, Kimball E, Galyean P, Cheng J, Sereika S, Bizhanova Z, Cedillo M, Wells J, Conroy M. The Utility and Limitations of Remotely Delivered Feedback Messages Regarding Physical Activity in a 12-Month Weight Loss Intervention: Insights From the SMARTER Trial Focus Groups. Journal of Cardiovascular Nursing 2024 View
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Books/Policy Documents

  1. Ferguson S, Jahnel T, Elliston K, Shiffman S. The Cambridge Handbook of Research Methods in Clinical Psychology. View
  2. Paglialonga A, Pinciroli F, Tognola G. Tele-Audiology and the Optimization of Hearing Healthcare Delivery. View
  3. Paglialonga A, Mastropietro A, Scalco E, Rizzo G. m_Health Current and Future Applications. View
  4. Deutsch B, Piccirillo J. The Behavioral Neuroscience of Tinnitus. View
  5. . The Cambridge Handbook of Research Methods in Clinical Psychology. View
  6. Maramis C, Ioakimidis I, Kilintzis V, Stefanopoulos L, Lekka E, Papapanagiotou V, Diou C, Delopoulos A, Kassari P, Charmandari E, Maglaveras N. Wireless Mobile Communication and Healthcare. View
  7. Ranallo P, Tenenbaum J. Mental Health Informatics. View
  8. . Dynamic Pathways to Recovery from Alcohol Use Disorder. View
  9. De Dominicis S, Molinario E. Quantifying Quality of Life. View
  10. Pearson M, Emery N, Schwebel F. Dynamic Pathways to Recovery from Alcohol Use Disorder. View
  11. Carmi L, Abbas A, Schultebraucks K, Galatzer-Levy I. Mental Health in a Digital World. View