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Zac Imel, PhD - Publications

Affiliations: 
2003-2009 Counseling Psychology University of Wisconsin, Madison, Madison, WI 
 2011- Educational Psychology University of Utah, Salt Lake City, UT 
Area:
Counseling Psychology, Mental Health, Educational Psychology Education
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47 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
2023 Broadbent M, Medina Grespan M, Axford K, Zhang X, Srikumar V, Kious B, Imel Z. A machine learning approach to identifying suicide risk among text-based crisis counseling encounters. Frontiers in Psychiatry. 14: 1110527. PMID 37032952 DOI: 10.3389/fpsyt.2023.1110527  0.621
2023 Atzil-Slonim D, Soma CS, Zhang X, Paz A, Imel ZE. Facilitating dyadic synchrony in psychotherapy sessions: Systematic review and meta-analysis. Psychotherapy Research : Journal of the Society For Psychotherapy Research. 1-20. PMID 37001119 DOI: 10.1080/10503307.2023.2191803  0.802
2022 Soma CS, Wampold B, Flemotomos N, Peri R, Narayanan S, Atkins DC, Imel ZE. The Silent Treatment?: Changes in patient emotional expression after silence. Counselling and Psychotherapy Research. 23: 378-388. PMID 37457038 DOI: 10.1002/capr.12537  0.776
2022 Zhang X, Tanana M, Weitzman L, Narayanan S, Atkins D, Imel Z. You never know what you are going to get: Large-scale assessment of therapists' supportive counseling skill use. Psychotherapy (Chicago, Ill.). PMID 36301302 DOI: 10.1037/pst0000460  0.817
2022 Goldberg SB, Babins-Wagner R, Imel ZE, Caperton DD, Weitzman LM, Wampold BE. Threat alert: The effect of outliers on the alliance-outcome correlation. Journal of Counseling Psychology. PMID 36174188 DOI: 10.1037/cou0000638  0.794
2022 Creed TA, Salama L, Slevin R, Tanana M, Imel Z, Narayanan S, Atkins DC. Enhancing the quality of cognitive behavioral therapy in community mental health through artificial intelligence generated fidelity feedback (Project AFFECT): a study protocol. Bmc Health Services Research. 22: 1177. PMID 36127689 DOI: 10.1186/s12913-022-08519-9  0.761
2021 Creed TA, Kuo PB, Oziel R, Reich D, Thomas M, O'Connor S, Imel ZE, Hirsch T, Narayanan S, Atkins DC. Knowledge and Attitudes Toward an Artificial Intelligence-Based Fidelity Measurement in Community Cognitive Behavioral Therapy Supervision. Administration and Policy in Mental Health. PMID 34537885 DOI: 10.1007/s10488-021-01167-x  0.747
2021 Flemotomos N, Martinez VR, Chen Z, Singla K, Ardulov V, Peri R, Caperton DD, Gibson J, Tanana MJ, Georgiou P, Van Epps J, Lord SP, Hirsch T, Imel ZE, Atkins DC, et al. Automated evaluation of psychotherapy skills using speech and language technologies. Behavior Research Methods. PMID 34346043 DOI: 10.3758/s13428-021-01623-4  0.802
2021 Owen J, Coleman J, Drinane JM, Tao K, Imel Z, Wampold B, Kopta M. Psychotherapy racial/ethnic disparities in treatment outcomes: The role of university racial/ethnic composition. Journal of Counseling Psychology. PMID 33764115 DOI: 10.1037/cou0000548  0.781
2021 Tanana MJ, Soma CS, Kuo PB, Bertagnolli NM, Dembe A, Pace BT, Srikumar V, Atkins DC, Imel ZE. How do you feel? Using natural language processing to automatically rate emotion in psychotherapy. Behavior Research Methods. PMID 33754322 DOI: 10.3758/s13428-020-01531-z  0.76
2021 Park J, Jindal A, Kuo P, Tanana M, Lafata JE, Tai-Seale M, Atkins DC, Imel ZE, Smyth P. Automated rating of patient and physician emotion in primary care visits. Patient Education and Counseling. PMID 33468364 DOI: 10.1016/j.pec.2021.01.004  0.781
2020 Pace BT, Kuo PB, Tao KW, Owen J, Van Epps J, Davies DR, Imel ZE. Determining the therapist's contribution in therapist multicultural competence process and outcome. Journal of Counseling Psychology. PMID 33252919 DOI: 10.1037/cou0000491  0.794
2020 Goldberg SB, Flemotomos N, Martinez VR, Tanana MJ, Kuo PB, Pace BT, Villatte JL, Georgiou PG, Van Epps J, Imel ZE, Narayanan SS, Atkins DC. Machine learning and natural language processing in psychotherapy research: Alliance as example use case. Journal of Counseling Psychology. 67: 438-448. PMID 32614225 DOI: 10.1037/Cou0000382  0.781
2020 Soma CS, Baucom BRW, Xiao B, Butner JE, Hilpert P, Narayanan S, Atkins DC, Imel ZE. Coregulation of therapist and client emotion during psychotherapy. Psychotherapy Research : Journal of the Society For Psychotherapy Research. 30: 591-603. PMID 32400306 DOI: 10.1080/10503307.2019.1661541  0.767
2020 Merced K, Imel ZE, Baldwin SA, Fischer H, Yoon T, Stewart C, Simon G, Ahmedani B, Beck A, Daida Y, Hubley S, Rossom R, Waitzfelder B, Zeber JE, Coleman KJ. Provider Contributions to Disparities in Mental Health Care. Psychiatric Services (Washington, D.C.). appips201800500. PMID 32340593 DOI: 10.1176/Appi.Ps.201800500  0.779
2020 Goldberg SB, Tanana M, Imel ZE, Atkins DC, Hill CE, Anderson T. Can a computer detect interpersonal skills? Using machine learning to scale up the Facilitative Interpersonal Skills task. Psychotherapy Research : Journal of the Society For Psychotherapy Research. 1-8. PMID 32172682 DOI: 10.1080/10503307.2020.1741047  0.758
2020 Goldberg SB, Baldwin SA, Merced K, Caperton DD, Imel ZE, Atkins DC, Creed T. The Structure of Competence: Evaluating the Factor Structure of the Cognitive Therapy Rating Scale. Behavior Therapy. 51: 113-122. PMID 32005329 DOI: 10.1016/J.Beth.2019.05.008  0.763
2019 Owen J, Drinane JM, Kivlighan M, Miller S, Kopta M, Imel Z. Are high-performing therapists both effective and consistent? A test of therapist expertise. Journal of Consulting and Clinical Psychology. PMID 31545628 DOI: 10.1037/Ccp0000437  0.778
2019 Park J, Kotzias D, Kuo P, Logan Iv RL, Merced K, Singh S, Tanana M, Karra Taniskidou E, Lafata JE, Atkins DC, Tai-Seale M, Imel ZE, Smyth P. Detecting conversation topics in primary care office visits from transcripts of patient-provider interactions. Journal of the American Medical Informatics Association : Jamia. PMID 31532490 DOI: 10.1093/Jamia/Ocz140  0.757
2019 Tanana MJ, Soma CS, Srikumar V, Atkins DC, Imel ZE. Development and Evaluation of ClientBot: Patient-Like Conversational Agent to Train Basic Counseling Skills. Journal of Medical Internet Research. 21: e12529. PMID 31309929 DOI: 10.2196/12529  0.773
2019 Imel ZE, Pace BT, Soma CS, Tanana M, Hirsch T, Gibson J, Georgiou P, Narayanan S, Atkins DC. Design feasibility of an automated, machine-learning based feedback system for motivational interviewing. Psychotherapy (Chicago, Ill.). PMID 30958018 DOI: 10.1037/Pst0000221  0.789
2018 Hirsch T, Soma C, Merced K, Kuo P, Dembe A, Caperton DD, Atkins DC, Imel ZE. "It's hard to argue with a computer:" Investigating Psychotherapists' Attitudes towards Automated Evaluation. Dis. Designing Interactive Systems (Conference). 2018: 559-571. PMID 30027158 DOI: 10.1145/3196709.3196776  0.747
2018 Caperton DD, Atkins DC, Imel ZE. Rating motivational interviewing fidelity from thin slices. Psychology of Addictive Behaviors : Journal of the Society of Psychologists in Addictive Behaviors. PMID 29723012 DOI: 10.1037/adb0000359  0.793
2018 Hallgren KA, Dembe A, Pace BT, Imel ZE, Lee CM, Atkins DC. Variability in motivational interviewing adherence across sessions, providers, sites, and research contexts. Journal of Substance Abuse Treatment. 84: 30-41. PMID 29195591 DOI: 10.1016/J.Jsat.2017.10.011  0.786
2017 Hirsch T, Merced K, Narayanan S, Imel ZE, Atkins DC. Designing Contestability: Interaction Design, Machine Learning, and Mental Health. Drosophila Information Service. 2017: 95-99. PMID 28890949 DOI: 10.1145/3064663.3064703  0.777
2017 Pace BT, Dembe A, Soma CS, Baldwin SA, Atkins DC, Imel ZE. A Multivariate Meta-Analysis of Motivational Interviewing Process and Outcome. Psychology of Addictive Behaviors : Journal of the Society of Psychologists in Addictive Behaviors. PMID 28639815 DOI: 10.1037/Adb0000280  0.793
2017 Imel ZE, Caperton DD, Tanana M, Atkins DC. Technology-Enhanced Human Interaction in Psychotherapy. Journal of Counseling Psychology. PMID 28318277 DOI: 10.1037/Cou0000213  0.763
2016 Tanana M, Hallgren KA, Imel ZE, Atkins DC, Srikumar V. A Comparison of Natural Language Processing Methods for Automated Coding of Motivational Interviewing. Journal of Substance Abuse Treatment. PMID 26944234 DOI: 10.1016/J.Jsat.2016.01.006  0.757
2015 Bryan CJ, Griffith JE, Pace BT, Hinkson K, Bryan AO, Clemans TA, Imel ZE. Combat Exposure and Risk for Suicidal Thoughts and Behaviors Among Military Personnel and Veterans: A Systematic Review and Meta-Analysis. Suicide & Life-Threatening Behavior. 45: 633-649. PMID 29889337 DOI: 10.1111/sltb.12163  0.712
2015 Tao KW, Owen J, Pace BT, Imel ZE. A meta-analysis of multicultural competencies and psychotherapy process and outcome. Journal of Counseling Psychology. 62: 337-50. PMID 26167650 DOI: 10.1037/Cou0000086  0.806
2015 Brown HJ, Andreason H, Melling AK, Imel ZE, Simon GE. Problems With Using Patient Retention in the Evaluation of Mental Health Providers: Differences in Type of Dropout. Psychiatric Services (Washington, D.C.). appips201400059. PMID 25873021 DOI: 10.1176/Appi.Ps.201400059  0.769
2015 Wampold BE, Imel ZE. The great psychotherapy debate: The evidence for what makes psychotherapy work: Second edition The Great Psychotherapy Debate: the Evidence For What Makes Psychotherapy Work: Second Edition. 1-323. DOI: 10.4324/9780203582015  0.527
2015 Bryan CJ, Griffith JE, Pace BT, Hinkson K, Bryan AO, Clemans TA, Imel ZE. Combat exposure and risk for suicidal thoughts and behaviors among military personnel and veterans: A systematic review and meta-analysis Suicide and Life-Threatening Behavior. 45: 633-649. DOI: 10.1111/sltb.12163  0.685
2014 Owen J, Tao KW, Imel ZE, Wampold BE, Rodolfa E. Addressing racial and ethnic microaggressions in therapy Professional Psychology: Research and Practice. 45: 283-290. DOI: 10.1037/A0037420  0.765
2013 Imel ZE, Laska K, Jakupcak M, Simpson TL. Meta-analysis of dropout in treatments for posttraumatic stress disorder. Journal of Consulting and Clinical Psychology. 81: 394-404. PMID 23339535 DOI: 10.1037/A0031474  0.769
2012 Owen J, Imel Z, Adelson J, Rodolfa E. 'No-show': therapist racial/ethnic disparities in client unilateral termination. Journal of Counseling Psychology. 59: 314-20. PMID 22352948 DOI: 10.1037/A0027091  0.367
2011 Imel ZE, Baldwin S, Atkins DC, Owen J, Baardseth T, Wampold BE. Racial/ethnic disparities in therapist effectiveness: a conceptualization and initial study of cultural competence. Journal of Counseling Psychology. 58: 290-8. PMID 21534654 DOI: 10.1037/A0023284  0.79
2011 Owen J, Imel Z, Tao KW, Wampold B, Smith A, Rodolfa E. Cultural ruptures in short-term therapy: Working alliance as a mediator between clients' perceptions of microaggressions and therapy outcomes Counselling and Psychotherapy Research. 11: 204-212. DOI: 10.1080/14733145.2010.491551  0.781
2010 Wampold BE, Imel ZE, Laska KM, Benish S, Miller SD, Flückiger C, Del Re AC, Baardseth TP, Budge S. Determining what works in the treatment of PTSD. Clinical Psychology Review. 30: 923-33. PMID 20638168 DOI: 10.1016/J.Cpr.2010.06.005  0.753
2008 Imel ZE, Wampold BE, Miller SD, Fleming RR. Distinctions without a difference: direct comparisons of psychotherapies for alcohol use disorders. Psychology of Addictive Behaviors : Journal of the Society of Psychologists in Addictive Behaviors. 22: 533-43. PMID 19071978 DOI: 10.1037/A0013171  0.48
2008 Imel ZE, Malterer MB, McKay KM, Wampold BE. A meta-analysis of psychotherapy and medication in unipolar depression and dysthymia. Journal of Affective Disorders. 110: 197-206. PMID 18456340 DOI: 10.1016/J.Jad.2008.03.018  0.746
2008 Benish SG, Imel ZE, Wampold BE. The relative efficacy of bona fide psychotherapies for treating post-traumatic stress disorder: a meta-analysis of direct comparisons. Clinical Psychology Review. 28: 746-58. PMID 18055080 DOI: 10.1016/J.Cpr.2007.10.005  0.511
2008 Benish SG, Imel ZE, Wampold BE. Corrigendum to "The relative efficacy of bona fide psychotherapies for treating post-traumatic stress disorder: A meta-analysis of direct comparisons" [Clinical Psychology Review 28 (2008) 766-75] (DOI:10.1016/j.cpr.2007.10.005) Clinical Psychology Review. 28: 1281. DOI: 10.1016/J.Cpr.2008.06.001  0.477
2007 Baldwin SA, Wampold BE, Imel ZE. Untangling the alliance-outcome correlation: exploring the relative importance of therapist and patient variability in the alliance. Journal of Consulting and Clinical Psychology. 75: 842-52. PMID 18085902 DOI: 10.1037/0022-006X.75.6.842  0.538
2007 Wampold BE, Imel ZE, Minami T. The story of placebo effects in medicine: evidence in context. Journal of Clinical Psychology. 63: 379-90; discussion 4. PMID 17279527 DOI: 10.1002/Jclp.20354  0.617
2007 Wampold BE, Imel ZE, Minami T. The placebo effect: "relatively large" and "robust" enough to survive another assault. Journal of Clinical Psychology. 63: 401-3; discussion 40. PMID 17279522 DOI: 10.1002/Jclp.20350  0.614
2006 McKay KM, Imel ZE, Wampold BE. Psychiatrist effects in the psychopharmacological treatment of depression. Journal of Affective Disorders. 92: 287-90. PMID 16503356 DOI: 10.1016/J.Jad.2006.01.020  0.503
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