scholarly journals Effects of an Internet-based machine-guided stress management program based on cognitive behavioral therapy applying artificial intelligence technologies on improving depression among workers: a protocol for a randomized controlled trial (Preprint)

10.2196/30305 ◽  
2021 ◽  
Author(s):  
Norito Kawakami ◽  
Kotaro Imamura ◽  
Kazuhiro Watanabe ◽  
Yuki Sekiya ◽  
Natsu Sasaki ◽  
...  
Keyword(s):  
Artificial Intelligence ◽  
Randomized Controlled Trial ◽  
Cognitive Behavioral Therapy ◽  
Stress Management ◽  
Behavioral Therapy ◽  
Controlled Trial ◽  
Management Program ◽  
Cognitive Behavioral ◽  
Randomized Controlled ◽  
Stress Management Program

Effects of an Internet-based machine-guided stress management program based on cognitive behavioral therapy applying artificial intelligence technologies on improving depression among workers: a protocol for a randomized controlled trial (Preprint)

2021 ◽  
Author(s):  
Norito Kawakami ◽  
Kotaro Imamura ◽  
Kazuhiro Watanabe ◽  
Yuki Sekiya ◽  
Natsu Sasaki ◽  
...  
Keyword(s):  
Artificial Intelligence ◽  
Cognitive Behavioral Therapy ◽  
Stress Management ◽  
Repeated Measures ◽  
Primary Outcome ◽  
Behavioral Therapy ◽  
Intervention Group ◽  
Management Program ◽  
Cognitive Behavioral ◽  
Stress Management Program

BACKGROUND The effect of an unguided cognitive-behavioral therapy-based (CBT) stress management program on depression may be enhanced by applying artificial intelligence (AI) technologies to guide participants’ learning. OBJECTIVE The objective of this study is to propose a research protocol to investigate the effect of a newly developed machine-guided CBT stress management program on improving depression among workers during an outbreak of COVID-19. METHODS This study is a two-arm, parallel randomized control trial. Participants (N = 1,400) will be recruited and those who meet the inclusion criteria will be randomly allocated to the intervention or control (treatment as usual) group. A six-week, six-module Internet-based stress management program, SMART-CBT, has been developed that includes machine-guided exercises to help participants acquire CBT skills, applying machine learning and deep learning technologies. The intervention group will participate in the program for 10 weeks. Depression as the primary outcome will be measured using the Beck Depression Inventory II at baseline and in 3- and 6-month follow-up surveys. A mixed model repeated measures analysis will be used to test the intervention effect (group × time interactions) in the total sample (universal prevention), on an intention-to-treat basis. RESULTS The study was at the stage of recruitment of the participants at the time of submission. The data analysis of the primary outcome will start in January 2022, and the results could be published in 2022. CONCLUSIONS This is the first study to investigate the effectiveness of a fully-automated, machine-guided iCBT program on improving subthreshold depression among workers using a RCT design. The study will explore the potential of a machine-guided stress management program that can be disseminated online to a large number of workers with minimal cost in the post-COVID-19 era. CLINICALTRIAL Trial registration number: UMIN000043897 (May 31, 2021).

Preventive cognitive therapy versus care as usual in cognitive behavioral therapy responders: A randomized controlled trial.

2019 ◽  
Vol 87 (6) ◽  
pp. 521-529 ◽  
Author(s):  
Margo de Jonge ◽  
Claudi L. H. Bockting ◽  
Martijn J. Kikkert ◽  
Maarten K. van Dijk ◽  
Digna J. F. van Schaik ◽  
...  
Keyword(s):  
Randomized Controlled Trial ◽  
Cognitive Behavioral Therapy ◽  
Cognitive Therapy ◽  
Behavioral Therapy ◽  
Controlled Trial ◽  
Cognitive Behavioral ◽  
Randomized Controlled

The effect of feedback-informed cognitive behavioral therapy on treatment outcome: A randomized controlled trial.

2020 ◽  
Vol 88 (9) ◽  
pp. 818-828
Author(s):  
Pauline D. Janse ◽  
Kim de Jong ◽  
Carola Veerkamp ◽  
Maarten K. van Dijk ◽  
Giel J. M. Hutschemaekers ◽  
...  
Keyword(s):  
Randomized Controlled Trial ◽  
Treatment Outcome ◽  
Cognitive Behavioral Therapy ◽  
Behavioral Therapy ◽  
Controlled Trial ◽  
Cognitive Behavioral ◽  
Randomized Controlled

The efficacy of integrated cognitive behavioral therapy (CBT) and acupressure versus CBT for insomnia: a three-arm pilot randomized controlled trial

2021 ◽  
Vol 87 ◽  
pp. 158-167
Author(s):  
Fiona Yan-Yee Ho ◽  
Wing-Ting Choi ◽  
Wing-Fai Yeung ◽  
Hiu-Kwan Lam ◽  
Wing-Yin Lau ◽  
...  
Keyword(s):  
Randomized Controlled Trial ◽  
Cognitive Behavioral Therapy ◽  
Behavioral Therapy ◽  
Controlled Trial ◽  
Cognitive Behavioral ◽  
Randomized Controlled ◽  
Pilot Randomized Controlled Trial

scholarly journals Group versus Internet-based cognitive-behavioral therapy for procrastination: Study protocol for a randomized controlled trial

2014 ◽  
Vol 1 (2) ◽  
pp. 84-89 ◽  
Author(s):  
Alexander Rozental ◽  
David Forsström ◽  
Simon Nilsson ◽  
Angela Rizzo ◽  
Per Carlbring
Keyword(s):  
Randomized Controlled Trial ◽  
Cognitive Behavioral Therapy ◽  
Study Protocol ◽  
Behavioral Therapy ◽  
Controlled Trial ◽  
Group Versus ◽  
Cognitive Behavioral ◽  
Randomized Controlled

scholarly journals Response: Commentary: Cognitive Behavioral Therapy vs. Eye Movement Desensitization and Reprocessing for Treating Panic Disorder: A Randomized Controlled Trial

2018 ◽  
Vol 9 ◽  
Author(s):  
Ferdinand Horst ◽  
Brenda Den Oudsten ◽  
Wobbe Zijlstra ◽  
Ad de Jongh ◽  
Jill Lobbestael ◽  
...  
Keyword(s):  
Randomized Controlled Trial ◽  
Panic Disorder ◽  
Cognitive Behavioral Therapy ◽  
Eye Movement ◽  
Behavioral Therapy ◽  
Controlled Trial ◽  
Cognitive Behavioral ◽  
Randomized Controlled
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