Wellness Through Mobile Health
Effectiveness of a Smartphone Wellness App to Improve Mental Well-being: A Pilot Study
Study Overview
Status
Status
Conditions
Conditions
Intervention / Treatment
Intervention / Treatment
Detailed Description
Study Type
Study Type
Enrollment (Actual)
Enrollment
Phase
Phase
- Not Applicable
Contacts and Locations
Study Locations
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Missouri
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Saint Louis, Missouri, United States, 63110
- Washington University School of Medicine
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-
Participation Criteria
Eligibility Criteria
Eligibility Criteria
Ages Eligible for Study
Accepts Healthy Volunteers
Genders Eligible for Study
Description
Inclusion Criteria:
- Presentation to an orthopedic specialist at the Washington University Living Well Center for a musculoskeletal condition
- Score of 55 or higher on Patient-Reported Outcomes Measurement Information System (PROMIS) Depression and/or Anxiety measures
- Advised to consider behavioral health treatment as a component of comprehensive care for a musculoskeletal condition
- Cannot or does not wish to pursue in-person behavioral health treatment (e.g., with the center psychologist)
Exclusion Criteria:
- No access to an electronic device (such as a smartphone) to download and use the wellness app and to electronically complete follow-up self-reported health measures
- In active mental health crisis (e.g., suicidal/homicidal thoughts, psychosis) which would require an escalated level of care
- Initiating care with a behavioral health specialist
Study Plan
How is the study designed?
Design Details
- Primary Purpose: Treatment
- Allocation: N/A
- Interventional Model: Single Group Assignment
- Masking: None (Open Label)
Number of Arms
Arms and Interventions
Participant Group / ArmParticipant Group / Arm |
Intervention / TreatmentIntervention / Treatment |
|---|---|
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Experimental: Smartphone app
All participants in this single-arm study will receive two months of subsidized, full access to the smartphone wellness application.
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The commercially available smartphone application, Wysa, offers evidence-based wellness tools such as supportive listening, deep breathing techniques, guided meditation, yoga, and more.
Users can communicate via text to a virtual artificial intelligence (AI) chatbot and/or a human well-being coach.
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What is the study measuring?
Primary Outcome Measures
Primary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
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Mean change in anxiety symptoms
Time Frame: 2 months
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Mean longitudinal change in Patient-Reported Outcomes Measurement Information System (PROMIS) Anxiety scores
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2 months
|
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Mean change in depression symptoms
Time Frame: 2 months
|
Mean longitudinal change in Patient-Reported Outcomes Measurement Information System (PROMIS) Depression scores
|
2 months
|
Secondary Outcome Measures
Secondary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
|
Mean change in anxiety symptoms
Time Frame: 1 month
|
Mean longitudinal change in Patient-Reported Outcomes Measurement Information System (PROMIS) Anxiety scores
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1 month
|
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Mean change in depression symptoms
Time Frame: 1 month
|
Mean longitudinal change in Patient-Reported Outcomes Measurement Information System (PROMIS) Depression scores
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1 month
|
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Mean change in physical function symptoms
Time Frame: 1 month and 2 months
|
Mean longitudinal change in Patient-Reported Outcomes Measurement Information System (PROMIS) Physical Function scores
|
1 month and 2 months
|
|
Mean change in pain interference symptoms
Time Frame: 1 month and 2 months
|
Mean longitudinal change in Patient-Reported Outcomes Measurement Information System (PROMIS) Pain Interference scores
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1 month and 2 months
|
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Frequency of app usage
Time Frame: 1 month and 2 months
|
Self-reported average weekly usage of the smartphone app
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1 month and 2 months
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Collaborators and Investigators
Sponsor
Sponsor
Publications and helpful links
General Publications
- Andrade LH, Alonso J, Mneimneh Z, Wells JE, Al-Hamzawi A, Borges G, Bromet E, Bruffaerts R, de Girolamo G, de Graaf R, Florescu S, Gureje O, Hinkov HR, Hu C, Huang Y, Hwang I, Jin R, Karam EG, Kovess-Masfety V, Levinson D, Matschinger H, O'Neill S, Posada-Villa J, Sagar R, Sampson NA, Sasu C, Stein DJ, Takeshima T, Viana MC, Xavier M, Kessler RC. Barriers to mental health treatment: results from the WHO World Mental Health surveys. Psychol Med. 2014 Apr;44(6):1303-17. doi: 10.1017/S0033291713001943. Epub 2013 Aug 9.
- Foraker RE, Kite B, Kelley MM, Lai AM, Roth C, Lopetegui MA, Shoben AB, Langan M, Rutledge NL, Payne PR. EHR-based Visualization Tool: Adoption Rates, Satisfaction, and Patient Outcomes. EGEMS (Wash DC). 2015 Jun 18;3(2):1159. doi: 10.13063/2327-9214.1159. eCollection 2015.
- Inkster B, Sarda S, Subramanian V. An Empathy-Driven, Conversational Artificial Intelligence Agent (Wysa) for Digital Mental Well-Being: Real-World Data Evaluation Mixed-Methods Study. JMIR Mhealth Uhealth. 2018 Nov 23;6(11):e12106. doi: 10.2196/12106.
- Sheng J, Liu S, Wang Y, Cui R, Zhang X. The Link between Depression and Chronic Pain: Neural Mechanisms in the Brain. Neural Plast. 2017;2017:9724371. doi: 10.1155/2017/9724371. Epub 2017 Jun 19.
- Gureje O, Von Korff M, Simon GE, Gater R. Persistent pain and well-being: a World Health Organization Study in Primary Care. JAMA. 1998 Jul 8;280(2):147-51. doi: 10.1001/jama.280.2.147. Erratum In: JAMA 1998 Oct 7;280(13):1142.
- Dahlhamer J, Lucas J, Zelaya C, Nahin R, Mackey S, DeBar L, Kerns R, Von Korff M, Porter L, Helmick C. Prevalence of Chronic Pain and High-Impact Chronic Pain Among Adults - United States, 2016. MMWR Morb Mortal Wkly Rep. 2018 Sep 14;67(36):1001-1006. doi: 10.15585/mmwr.mm6736a2.
- Ruoff GE. Depression in the patient with chronic pain. J Fam Pract. 1996 Dec;43(6 Suppl):S25-33; discussion S34.
- Vranceanu AM, Beks RB, Guitton TG, Janssen SJ, Ring D. How do Orthopaedic Surgeons Address Psychological Aspects of Illness? Arch Bone Jt Surg. 2017 Jan;5(1):2-9.
- Kozloff N, Sommers BD. Insurance Coverage and Health Outcomes in Young Adults With Mental Illness Following the Affordable Care Act Dependent Coverage Expansion. J Clin Psychiatry. 2017 Jul;78(7):e821-e827. doi: 10.4088/JCP.16m11357.
- Kroenke K, Yu Z, Wu J, Kean J, Monahan PO. Operating characteristics of PROMIS four-item depression and anxiety scales in primary care patients with chronic pain. Pain Med. 2014 Nov;15(11):1892-901. doi: 10.1111/pme.12537. Epub 2014 Aug 19.
- Lee AC, Driban JB, Price LL, Harvey WF, Rodday AM, Wang C. Responsiveness and Minimally Important Differences for 4 Patient-Reported Outcomes Measurement Information System Short Forms: Physical Function, Pain Interference, Depression, and Anxiety in Knee Osteoarthritis. J Pain. 2017 Sep;18(9):1096-1110. doi: 10.1016/j.jpain.2017.05.001. Epub 2017 May 10.
- Gambassi G. Pain and depression: the egg and the chicken story revisited. Arch Gerontol Geriatr. 2009;49 Suppl 1:103-12. doi: 10.1016/j.archger.2009.09.018.
- Bair MJ, Robinson RL, Katon W, Kroenke K. Depression and pain comorbidity: a literature review. Arch Intern Med. 2003 Nov 10;163(20):2433-45. doi: 10.1001/archinte.163.20.2433.
- DeVeaugh-Geiss AM, West SL, Miller WC, Sleath B, Gaynes BN, Kroenke K. The adverse effects of comorbid pain on depression outcomes in primary care patients: results from the ARTIST trial. Pain Med. 2010 May;11(5):732-41. doi: 10.1111/j.1526-4637.2010.00830.x. Epub 2010 Mar 26.
- Ang DC, Bair MJ, Damush TM, Wu J, Tu W, Kroenke K. Predictors of pain outcomes in patients with chronic musculoskeletal pain co-morbid with depression: results from a randomized controlled trial. Pain Med. 2010 Apr;11(4):482-91. doi: 10.1111/j.1526-4637.2009.00759.x. Epub 2009 Dec 9.
- Weil TP. Insufficient dollars and qualified personnel to meet United States mental health needs. J Nerv Ment Dis. 2015 Apr;203(4):233-40. doi: 10.1097/NMD.0000000000000271.
- Kretzschmar K, Tyroll H, Pavarini G, Manzini A, Singh I; NeurOx Young People's Advisory Group. Can Your Phone Be Your Therapist? Young People's Ethical Perspectives on the Use of Fully Automated Conversational Agents (Chatbots) in Mental Health Support. Biomed Inform Insights. 2019 Mar 5;11:1178222619829083. doi: 10.1177/1178222619829083. eCollection 2019.
- Soons P, Denollet J. Medical psychology services in dutch general hospitals: state of the art developments and recommendations for the future. J Clin Psychol Med Settings. 2009 Jun;16(2):161-8. doi: 10.1007/s10880-009-9158-7. Epub 2009 Mar 6.
- Sinha C, Cheng AL, Kadaba M. Adherence and Engagement With a Cognitive Behavioral Therapy-Based Conversational Agent (Wysa for Chronic Pain) Among Adults With Chronic Pain: Survival Analysis. JMIR Form Res. 2022 May 23;6(5):e37302. doi: 10.2196/37302.
- Leo AJ, Schuelke MJ, Hunt DM, Metzler JP, Miller JP, Arean PA, Armbrecht MA, Cheng AL. A Digital Mental Health Intervention in an Orthopedic Setting for Patients With Symptoms of Depression and/or Anxiety: Feasibility Prospective Cohort Study. JMIR Form Res. 2022 Feb 21;6(2):e34889. doi: 10.2196/34889.
Study record dates
Study Major Dates
Study Start (Actual)
Study Start
Primary Completion (Actual)
Primary Completion
Study Completion (Actual)
Study Completion
Study Registration Dates
First Submitted
First Submitted
First Submitted That Met QC Criteria
First Submitted That Met QC Criteria
First Posted (Actual)
First Posted
Study Record Updates
Last Update Posted (Actual)
Last Update Posted
Last Update Submitted That Met QC Criteria
Last Update Submitted That Met QC Criteria
Last Verified
Last Verified
More Information
Terms related to this study
Keywords
Additional Relevant MeSH Terms
Other Study ID Numbers
Other Study ID Numbers
- 202005219
Plan for Individual participant data (IPD)
Plan to Share Individual Participant Data (IPD)?
IPD Plan Description
Drug and device information, study documents
Studies a U.S. FDA-regulated drug product
Studies a U.S. FDA-regulated device product
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