Literature DB >> 27078195

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

Jesse Owen1, Zac E Imel2.   

Abstract

This article introduces the special section on utilizing large data sets to explore psychotherapy processes and outcomes. The increased use of technology has provided new opportunities for psychotherapy researchers. In particular, there is a rise in large databases of tens of thousands clients. Additionally, there are new ways to pool valuable resources for meta-analytic processes. At the same time, these tools also come with limitations. These issues are introduced as well as brief overview of the articles. (c) 2016 APA, all rights reserved).

Mesh:

Year:  2016        PMID: 27078195     DOI: 10.1037/cou0000149

Source DB:  PubMed          Journal:  J Couns Psychol        ISSN: 0022-0167


  6 in total

1.  Assessing the accuracy of automatic speech recognition for psychotherapy.

Authors:  Adam S Miner; Albert Haque; Jason A Fries; Scott L Fleming; Denise E Wilfley; G Terence Wilson; Arnold Milstein; Dan Jurafsky; Bruce A Arnow; W Stewart Agras; Li Fei-Fei; Nigam H Shah
Journal:  NPJ Digit Med       Date:  2020-06-03

Review 2.  Clinical Research Informatics: Supporting the Research Study Lifecycle.

Authors:  S B Johnson
Journal:  Yearb Med Inform       Date:  2017-09-11

Review 3.  Data sharing in psychology.

Authors:  Maryann E Martone; Alexander Garcia-Castro; Gary R VandenBos
Journal:  Am Psychol       Date:  2018 Feb-Mar

Review 4.  [Innovative psychotherapy research: towards an evidence-based and process-based individualized and modular psychotherapy].

Authors:  E-L Brakemeier; S C Herpertz
Journal:  Nervenarzt       Date:  2019-11       Impact factor: 1.214

5.  Assessing the accuracy of automatic speech recognition for psychotherapy.

Authors:  Adam S Miner; Albert Haque; Jason A Fries; Scott L Fleming; Denise E Wilfley; G Terence Wilson; Arnold Milstein; Dan Jurafsky; Bruce A Arnow; W Stewart Agras; Li Fei-Fei; Nigam H Shah
Journal:  NPJ Digit Med       Date:  2020-06-03

6.  Key Considerations for Incorporating Conversational AI in Psychotherapy.

Authors:  Adam S Miner; Nigam Shah; Kim D Bullock; Bruce A Arnow; Jeremy Bailenson; Jeff Hancock
Journal:  Front Psychiatry       Date:  2019-10-18       Impact factor: 4.157

  6 in total

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