Literature DB >> 33439133

Perceptions and Opinions of Patients About Mental Health Chatbots: Scoping Review.

Alaa A Abd-Alrazaq1, Mohannad Alajlani2, Nashva Ali1, Kerstin Denecke3, Bridgette M Bewick4, Mowafa Househ1.   

Abstract

BACKGROUND: Chatbots have been used in the last decade to improve access to mental health care services. Perceptions and opinions of patients influence the adoption of chatbots for health care. Many studies have been conducted to assess the perceptions and opinions of patients about mental health chatbots. To the best of our knowledge, there has been no review of the evidence surrounding perceptions and opinions of patients about mental health chatbots.
OBJECTIVE: This study aims to conduct a scoping review of the perceptions and opinions of patients about chatbots for mental health.
METHODS: The scoping review was carried out in line with the PRISMA (Preferred Reporting Items for Systematic reviews and Meta-Analyses) extension for scoping reviews guidelines. Studies were identified by searching 8 electronic databases (eg, MEDLINE and Embase) in addition to conducting backward and forward reference list checking of the included studies and relevant reviews. In total, 2 reviewers independently selected studies and extracted data from the included studies. Data were synthesized using thematic analysis.
RESULTS: Of 1072 citations retrieved, 37 unique studies were included in the review. The thematic analysis generated 10 themes from the findings of the studies: usefulness, ease of use, responsiveness, understandability, acceptability, attractiveness, trustworthiness, enjoyability, content, and comparisons.
CONCLUSIONS: The results demonstrated overall positive perceptions and opinions of patients about chatbots for mental health. Important issues to be addressed in the future are the linguistic capabilities of the chatbots: they have to be able to deal adequately with unexpected user input, provide high-quality responses, and have to show high variability in responses. To be useful for clinical practice, we have to find ways to harmonize chatbot content with individual treatment recommendations, that is, a personalization of chatbot conversations is required. ©Alaa A Abd-Alrazaq, Mohannad Alajlani, Nashva Ali, Kerstin Denecke, Bridgette M Bewick, Mowafa Househ. Originally published in the Journal of Medical Internet Research (http://www.jmir.org), 13.01.2021.

Entities:  

Keywords:  chatbots; conversational agents; mental disorders; mental health; mobile phone; opinions; perceptions

Mesh:

Year:  2021        PMID: 33439133      PMCID: PMC7840290          DOI: 10.2196/17828

Source DB:  PubMed          Journal:  J Med Internet Res        ISSN: 1438-8871            Impact factor:   5.428


  48 in total

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2.  Chatbots and Conversational Agents in Mental Health: A Review of the Psychiatric Landscape.

Authors:  Aditya Nrusimha Vaidyam; Hannah Wisniewski; John David Halamka; Matcheri S Kashavan; John Blake Torous
Journal:  Can J Psychiatry       Date:  2019-03-21       Impact factor: 4.356

3.  Many Mobile Health Apps Target High-Need, High-Cost Populations, But Gaps Remain.

Authors:  Karandeep Singh; Kaitlin Drouin; Lisa P Newmark; JaeHo Lee; Arild Faxvaag; Ronen Rozenblum; Erika A Pabo; Adam Landman; Elissa Klinger; David W Bates
Journal:  Health Aff (Millwood)       Date:  2016-12-01       Impact factor: 6.301

4.  VR-based conversation training program for patients with schizophrenia: a preliminary clinical trial.

Authors:  Jeonghun Ku; Kiwan Han; Hyung Rae Lee; Hee Jeong Jang; Kwang Uk Kim; Sung Hyouk Park; Jae Jin Kim; Chan Hyung Kim; In Young Kim; Sun I Kim
Journal:  Cyberpsychol Behav       Date:  2007-08

5.  Pilot randomised controlled trial of Help4Mood, an embodied virtual agent-based system to support treatment of depression.

Authors:  Christopher Burton; Aurora Szentagotai Tatar; Brian McKinstry; Colin Matheson; Silviu Matu; Ramona Moldovan; Michele Macnab; Elaine Farrow; Daniel David; Claudia Pagliari; Antoni Serrano Blanco; Maria Wolters
Journal:  J Telemed Telecare       Date:  2015-10-09       Impact factor: 6.184

Review 6.  Professionals' views of fetal monitoring during labour: a systematic review and thematic analysis.

Authors:  Valerie Smith; Cecily M Begley; Mike Clarke; Declan Devane
Journal:  BMC Pregnancy Childbirth       Date:  2012-12-27       Impact factor: 3.007

7.  Sentiment Analysis of Suicide Notes: A Shared Task.

Authors:  John P Pestian; Pawel Matykiewicz; Michelle Linn-Gust; Brett South; Ozlem Uzuner; Jan Wiebe; K Bretonnel Cohen; John Hurdle; Christopher Brew
Journal:  Biomed Inform Insights       Date:  2012-01-30

8.  "Blended" therapy: The development and pilot evaluation of an internet-facilitated cognitive behavioral intervention to supplement face-to-face therapy for hoarding disorder.

Authors:  Molly Fitzpatrick; Maja Nedeljkovic; Jo-Anne Abbott; Michael Kyrios; Richard Moulding
Journal:  Internet Interv       Date:  2018-02-21

9.  Conversational agents in healthcare: a systematic review.

Authors:  Liliana Laranjo; Adam G Dunn; Huong Ly Tong; Ahmet Baki Kocaballi; Jessica Chen; Rabia Bashir; Didi Surian; Blanca Gallego; Farah Magrabi; Annie Y S Lau; Enrico Coiera
Journal:  J Am Med Inform Assoc       Date:  2018-09-01       Impact factor: 4.497

10.  Ethical implications of conversational agents in global public health.

Authors:  David D Luxton
Journal:  Bull World Health Organ       Date:  2020-01-27       Impact factor: 9.408

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  12 in total

1.  Designing, Developing, Evaluating, and Implementing a Smartphone-Delivered, Rule-Based Conversational Agent (DISCOVER): Development of a Conceptual Framework.

Authors:  Dhakshenya Ardhithy Dhinagaran; Laura Martinengo; Moon-Ho Ringo Ho; Shafiq Joty; Tobias Kowatsch; Rifat Atun; Lorainne Tudor Car
Journal:  JMIR Mhealth Uhealth       Date:  2022-10-04       Impact factor: 4.947

2.  A Cognitive Behavioral Therapy Chatbot (Otis) for Health Anxiety Management: Mixed Methods Pilot Study.

Authors:  Yenushka Goonesekera; Liesje Donkin
Journal:  JMIR Form Res       Date:  2022-10-20

3.  The growing field of digital psychiatry: current evidence and the future of apps, social media, chatbots, and virtual reality.

Authors:  John Torous; Sandra Bucci; Imogen H Bell; Lars V Kessing; Maria Faurholt-Jepsen; Pauline Whelan; Andre F Carvalho; Matcheri Keshavan; Jake Linardon; Joseph Firth
Journal:  World Psychiatry       Date:  2021-10       Impact factor: 49.548

4.  Using a computer-tailored COPD screening assessment to promote advice-seeking behaviors.

Authors:  Samantha R Paige; Hattie Wilczewski; Thomas B Casale; Brian E Bunnell
Journal:  World Allergy Organ J       Date:  2021-11-05       Impact factor: 4.084

Review 5.  The Effectiveness and Safety of Serious Games for Improving Cognitive Abilities Among Elderly People With Cognitive Impairment: Systematic Review and Meta-Analysis.

Authors:  Alaa Abd-Alrazaq; Mohannad Alajlani; Dari Alhuwail; Carla T Toro; Anna Giannicchi; Arfan Ahmed; Ahmed Makhlouf; Mowafa Househ
Journal:  JMIR Serious Games       Date:  2022-03-10       Impact factor: 3.364

6.  A Digital Mental Health Intervention in an Orthopedic Setting for Patients With Symptoms of Depression and/or Anxiety: Feasibility Prospective Cohort Study.

Authors:  Ashwin J Leo; Matthew J Schuelke; Devyani M Hunt; John P Metzler; J Philip Miller; Patricia A Areán; Melissa A Armbrecht; Abby L Cheng
Journal:  JMIR Form Res       Date:  2022-02-21

Review 7.  The Effectiveness of Serious Games in Improving Memory Among Older Adults With Cognitive Impairment: Systematic Review and Meta-analysis.

Authors:  Alaa Abd-Alrazaq; Dari Alhuwail; Eiman Al-Jafar; Arfan Ahmed; Farag Shuweihdi; Shuja Mohd Reagu; Mowafa Househ
Journal:  JMIR Serious Games       Date:  2022-08-09       Impact factor: 3.364

Review 8.  Effectiveness of Serious Games for Improving Executive Functions Among Older Adults With Cognitive Impairment: Systematic Review and Meta-analysis.

Authors:  Alaa Abd-Alrazaq; Dari Alhuwail; Arfan Ahmed; Mowafa Househ
Journal:  JMIR Serious Games       Date:  2022-07-25       Impact factor: 3.364

9.  Comparing Professional and Consumer Ratings of Mental Health Apps: Mixed Methods Study.

Authors:  Georgie Hudson; Esther Negbenose; Martha Neary; Sonja M Jansli; Stephen M Schueller; Til Wykes; Sagar Jilka
Journal:  JMIR Form Res       Date:  2022-09-23

10.  Thematic Analysis on User Reviews for Depression and Anxiety Chatbot Apps: Machine Learning Approach.

Authors:  Sarah Aziz; Mohamed Khalifa; Arfan Ahmed; Uzair Shah; Asma Hassan; Alaa Abd-Alrazaq; Mowafa Househ
Journal:  JMIR Form Res       Date:  2022-03-11
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