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Items: 1 to 20 of 52


"It's hard to argue with a computer:" Investigating Psychotherapists' Attitudes towards Automated Evaluation.

Hirsch T, Soma C, Merced K, Kuo P, Dembe A, Caperton DD, Atkins DC, Imel ZE.

DIS (Des Interact Syst Conf). 2018 Jun;2018:559-571. doi: 10.1145/3196709.3196776.


Rating motivational interviewing fidelity from thin slices.

Caperton DD, Atkins DC, Imel ZE.

Psychol Addict Behav. 2018 Jun;32(4):434-441. doi: 10.1037/adb0000359. Epub 2018 May 3.


Associations of patient-rated emotional bond and vocally encoded emotional arousal among clinicians and acutely suicidal military personnel.

Bryan CJ, Baucom BR, Crenshaw AO, Imel Z, Atkins DC, Clemans TA, Leeson B, Burch TS, Mintz J, Rudd MD.

J Consult Clin Psychol. 2018 Apr;86(4):372-383. doi: 10.1037/ccp0000295.


Variability in motivational interviewing adherence across sessions, providers, sites, and research contexts.

Hallgren KA, Dembe A, Pace BT, Imel ZE, Lee CM, Atkins DC.

J Subst Abuse Treat. 2018 Jan;84:30-41. doi: 10.1016/j.jsat.2017.10.011. Epub 2017 Oct 28.


Introduction to special section on advanced methodology: Counseling the dog to wag its methodological tail.

Imel ZE, Budge S, Owen J.

J Couns Psychol. 2017 Nov;64(6):601-603. doi: 10.1037/cou0000253.


The impact of race and ethnicity on rates of return to psychotherapy for depression.

Zeber JE, Coleman KJ, Fischer H, Yoon TK, Ahmedani BK, Beck A, Hubley S, Imel ZE, Rossom RC, Shortreed SM, Stewart C, Waitzfelder BE, Simon GE.

Depress Anxiety. 2017 Dec;34(12):1157-1163. doi: 10.1002/da.22696. Epub 2017 Nov 2.


Designing Contestability: Interaction Design, Machine Learning, and Mental Health.

Hirsch T, Merced K, Narayanan S, Imel ZE, Atkins DC.

DIS (Des Interact Syst Conf). 2017 Jun;2017:95-99. doi: 10.1145/3064663.3064703.


A multivariate meta-analysis of motivational interviewing process and outcome.

Pace BT, Dembe A, Soma CS, Baldwin SA, Atkins DC, Imel ZE.

Psychol Addict Behav. 2017 Aug;31(5):524-533. doi: 10.1037/adb0000280. Epub 2017 Jun 22.


Technology-enhanced human interaction in psychotherapy.

Imel ZE, Caperton DD, Tanana M, Atkins DC.

J Couns Psychol. 2017 Jul;64(4):385-393. doi: 10.1037/cou0000213. Epub 2017 Mar 20.


A technology prototype system for rating therapist empathy from audio recordings in addiction counseling.

Xiao B, Huang C, Imel ZE, Atkins DC, Georgiou P, Narayanan SS.

PeerJ Comput Sci. 2016 Apr;2. pii: e59. doi: 10.7717/peerj-cs.59. Epub 2016 Apr 20.


Graphic methods for interpreting longitudinal dyadic patterns from repeated-measures actor-partner interdependence models.

Perry NS, Baucom KJW, Bourne S, Butner J, Crenshaw AO, Hogan JN, Imel ZE, Wiltshire TJ, Baucom BRW.

J Fam Psychol. 2017 Aug;31(5):592-603. doi: 10.1037/fam0000293. Epub 2017 Feb 27.


Introduction to the special section "Big'er' Data": Scaling up psychotherapy research in counseling psychology.

Owen J, Imel ZE.

J Couns Psychol. 2016 Apr;63(3):247-8. doi: 10.1037/cou0000149.


Computational Analysis and Simulation of Empathic Behaviors: a Survey of Empathy Modeling with Behavioral Signal Processing Framework.

Xiao B, Imel ZE, Georgiou P, Atkins DC, Narayanan SS.

Curr Psychiatry Rep. 2016 May;18(5):49. doi: 10.1007/s11920-016-0682-5. Review.


Within-Provider Variability in Motivational Interviewing Integrity for Three Years after MI Training: Does Time Heal?

Dunn C, Darnell D, Atkins DC, Hallgren KA, Imel ZE, Bumgardner K, Owens M, Roy-Byrne P.

J Subst Abuse Treat. 2016 Jun;65:74-82. doi: 10.1016/j.jsat.2016.02.008. Epub 2016 Mar 4.


A Comparison of Natural Language Processing Methods for Automated Coding of Motivational Interviewing.

Tanana M, Hallgren KA, Imel ZE, Atkins DC, Srikumar V.

J Subst Abuse Treat. 2016 Jun;65:43-50. doi: 10.1016/j.jsat.2016.01.006. Epub 2016 Jan 28.


"It sounds like...": A natural language processing approach to detecting counselor reflections in motivational interviewing.

Can D, MarĂ­n RA, Georgiou PG, Imel ZE, Atkins DC, Narayanan SS.

J Couns Psychol. 2016 Apr;63(3):343-350. doi: 10.1037/cou0000111. Epub 2016 Jan 18.


"Rate My Therapist": Automated Detection of Empathy in Drug and Alcohol Counseling via Speech and Language Processing.

Xiao B, Imel ZE, Georgiou PG, Atkins DC, Narayanan SS.

PLoS One. 2015 Dec 2;10(12):e0143055. doi: 10.1371/journal.pone.0143055. eCollection 2015.


Content Coding of Psychotherapy Transcripts Using Labeled Topic Models.

Gaut G, Steyvers M, Imel ZE, Atkins DC, Smyth P.

IEEE J Biomed Health Inform. 2017 Mar;21(2):476-487. doi: 10.1109/JBHI.2015.2503985. Epub 2015 Nov 25.


Combat Exposure and Risk for Suicidal Thoughts and Behaviors Among Military Personnel and Veterans: A Systematic Review and Meta-Analysis.

Bryan CJ, Griffith JE, Pace BT, Hinkson K, Bryan AO, Clemans TA, Imel ZE.

Suicide Life Threat Behav. 2015 Oct;45(5):633-649. doi: 10.1111/sltb.12163. Epub 2015 Apr 8.


Removing very low-performing therapists: A simulation of performance-based retention in psychotherapy.

Imel ZE, Sheng E, Baldwin SA, Atkins DC.

Psychotherapy (Chic). 2015 Sep;52(3):329-36. doi: 10.1037/pst0000023.

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