Optimizing Mental Health in Orthopedic Care
Optimizing Implementation of Mental Health Intervention Within Orthopedic Care
2 other identifiers
interventional
30
1 country
1
Brief Summary
This study will utilize qualitative cross-sectional and quantitative longitudinal methods. In semi-structured interviews, orthopedic providers and patients with spine conditions will discuss their overall perspectives, specific needs, and preferred solutions to addressing mental health impairment in the context of orthopedic care and research. In these sessions, patient stakeholders will also user test two specific mental health interventions: a customized version of a commercial digital mental health intervention (Wysa) and a prototype of a print-based mental health resource guide. The patient stakeholders will be provided one month of Wysa access, and they will complete baseline and follow-up measures related to usability, clinical effectiveness, and intermediate behavioral mechanisms through which Wysa is hypothesized to act. Wysa usage data will be obtained from the app company. Delivery of Wysa and the printed resource guide will be iteratively refined based on user feedback.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at below P25 for not_applicable anxiety
Started Jan 2022
Shorter than P25 for not_applicable anxiety
1 active site
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
Click on a node to explore related trials.
Study Timeline
Key milestones and dates
First Submitted
Initial submission to the registry
December 15, 2021
CompletedStudy Start
First participant enrolled
January 6, 2022
CompletedFirst Posted
Study publicly available on registry
January 18, 2022
CompletedPrimary Completion
Last participant's last visit for primary outcome
June 18, 2022
CompletedStudy Completion
Last participant's last visit for all outcomes
June 18, 2022
CompletedResults Posted
Study results publicly available
November 9, 2023
CompletedFebruary 17, 2026
October 1, 2023
5 months
December 15, 2021
September 27, 2023
February 13, 2026
Conditions
Keywords
Outcome Measures
Primary Outcomes (2)
Adult PROMIS CAT Depression v1.0
The PROMIS (Patient-Reported Outcomes Measurement Information System) Depression measure is a brief, computer-adapted measure of depression symptoms. It is a normalized measure with a mean of 50 and standard deviation of 10. Higher scores represent increased depression symptoms.
Change in score from baseline to post-treatment (Month 1)
Adult PROMIS CAT Anxiety v1.0
The PROMIS (Patient-Reported Outcomes Measurement Information System) Anxiety measure is a brief, computer-adapted measure of anxiety symptoms. It is a normalized measure with a mean of 50 and standard deviation of 10. Higher scores represent increased anxiety symptoms.
Change in score from baseline to post-treatment (Month 1)
Secondary Outcomes (2)
Adult PROMIS CAT Pain Interference v1.1
Change in score from baseline to post-treatment (Month 1)
Adult PROMIS CAT Physical Function v2.0
Change in score from baseline to post-treatment (Month 1)
Study Arms (1)
Orthopedic spine patients
EXPERIMENTALIn addition to participating in semi-structured interviews and usability testing of the study interventions, participants in this arm will receive one month of access to Wysa. They will complete measures of clinical effectiveness and hypothesized behavioral targets at baseline and one-month follow-up.
Interventions
Wysa is a digital mental health intervention (i.e., mobile app) that uses an artificial intelligence based chatbot and text-based conversation with master's level human "coach" counselors to deliver cognitive behavioral therapy, mindfulness training, and sleep tools. In this study, a customized version of Wysa will be used which is specifically designed for users with coexisting chronic pain. The customized experience includes additional features based on behavioral activation. This version is not currently commercially available.
Eligibility Criteria
You may qualify if:
- Orthopedic patient presenting for outpatient clinic evaluation to a spine specialist for neck and/or back pain
- Musculoskeletal spine pain for 3+ months
You may not qualify if:
- Routine post-operative visit with no plans for further surgery
- Endorses mental health crisis (active suicidal or homicidal ideation, psychosis)
- Cognitive impairment which would interfere with meaningful engagement with research interview, questionnaires, and/or intervention
Contact the study team to confirm eligibility.
Sponsors & Collaborators
Study Sites (1)
Washington University School of Medicine
St Louis, Missouri, 63110, United States
Related Publications (46)
Tunks ER, Crook J, Weir R. Epidemiology of chronic pain with psychological comorbidity: prevalence, risk, course, and prognosis. Can J Psychiatry. 2008 Apr;53(4):224-34. doi: 10.1177/070674370805300403.
PMID: 18478825BACKGROUNDCheng AL, Schwabe M, Doering MM, Colditz GA, Prather H. The Effect of Psychological Impairment on Outcomes in Patients With Prearthritic Hip Disorders: A Systematic Review and Meta-analysis. Am J Sports Med. 2020 Aug;48(10):2563-2571. doi: 10.1177/0363546519883246. Epub 2019 Dec 12.
PMID: 31829034BACKGROUNDEdwards RR, Klick B, Buenaver L, Max MB, Haythornthwaite JA, Keller RB, Atlas SJ. Symptoms of distress as prospective predictors of pain-related sciatica treatment outcomes. Pain. 2007 Jul;130(1-2):47-55. doi: 10.1016/j.pain.2006.10.026. Epub 2006 Dec 6.
PMID: 17156925BACKGROUNDLee H, Hubscher M, Moseley GL, Kamper SJ, Traeger AC, Mansell G, McAuley JH. How does pain lead to disability? A systematic review and meta-analysis of mediation studies in people with back and neck pain. Pain. 2015 Jun;156(6):988-997. doi: 10.1097/j.pain.0000000000000146.
PMID: 25760473BACKGROUNDAlattas SA, Smith T, Bhatti M, Wilson-Nunn D, Donell S. Greater pre-operative anxiety, pain and poorer function predict a worse outcome of a total knee arthroplasty. Knee Surg Sports Traumatol Arthrosc. 2017 Nov;25(11):3403-3410. doi: 10.1007/s00167-016-4314-8. Epub 2016 Oct 12.
PMID: 27734110BACKGROUNDArcher KR, Devin CJ, Vanston SW, Koyama T, Phillips SE, Mathis SL, George SZ, McGirt MJ, Spengler DM, Aaronson OS, Cheng JS, Wegener ST. Cognitive-Behavioral-Based Physical Therapy for Patients With Chronic Pain Undergoing Lumbar Spine Surgery: A Randomized Controlled Trial. J Pain. 2016 Jan;17(1):76-89. doi: 10.1016/j.jpain.2015.09.013. Epub 2015 Oct 23.
PMID: 26476267BACKGROUNDla Cour P, Petersen M. Effects of mindfulness meditation on chronic pain: a randomized controlled trial. Pain Med. 2015 Apr;16(4):641-52. doi: 10.1111/pme.12605. Epub 2014 Nov 7.
PMID: 25376753BACKGROUNDKamper SJ, Apeldoorn AT, Chiarotto A, Smeets RJ, Ostelo RW, Guzman J, van Tulder MW. Multidisciplinary biopsychosocial rehabilitation for chronic low back pain: Cochrane systematic review and meta-analysis. BMJ. 2015 Feb 18;350:h444. doi: 10.1136/bmj.h444.
PMID: 25694111BACKGROUNDVranceanu 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.
PMID: 28271080BACKGROUNDAndrade 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.
PMID: 23931656BACKGROUNDKozloff 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.
PMID: 28703947BACKGROUNDAppelbaum PS, Parks J. Holding Insurers Accountable for Parity in Coverage of Mental Health Treatment. Psychiatr Serv. 2020 Feb 1;71(2):202-204. doi: 10.1176/appi.ps.201900513. Epub 2019 Nov 14.
PMID: 31722647BACKGROUNDAbraham J, Meng A, Siraco S, Kannampallil T, Politi MC, Baumann AA, Lenze EJ, Avidan MS. A Qualitative Study of Perioperative Depression and Anxiety in Older Adults. Am J Geriatr Psychiatry. 2020 Oct;28(10):1107-1118. doi: 10.1016/j.jagp.2020.02.010. Epub 2020 Mar 2.
PMID: 32234274BACKGROUNDWeil 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.
PMID: 25816044BACKGROUNDAsada Y, Whipp A, Kindig D, Billard B, Rudolph B. Inequalities in multiple health outcomes by education, sex, and race in 93 US counties: why we should measure them all. Int J Equity Health. 2014 Jun 13;13:47. doi: 10.1186/1475-9276-13-47.
PMID: 24927805BACKGROUNDHaggerty AF, Hagemann A, Barnett M, Thornquist M, Neuhouser ML, Horowitz N, Colditz GA, Sarwer DB, Ko EM, Allison KC. A Randomized, Controlled, Multicenter Study of Technology-Based Weight Loss Interventions among Endometrial Cancer Survivors. Obesity (Silver Spring). 2017 Nov;25 Suppl 2(Suppl 2):S102-S108. doi: 10.1002/oby.22021.
PMID: 29086522BACKGROUNDCella D, Yount S, Rothrock N, Gershon R, Cook K, Reeve B, Ader D, Fries JF, Bruce B, Rose M; PROMIS Cooperative Group. The Patient-Reported Outcomes Measurement Information System (PROMIS): progress of an NIH Roadmap cooperative group during its first two years. Med Care. 2007 May;45(5 Suppl 1):S3-S11. doi: 10.1097/01.mlr.0000258615.42478.55.
PMID: 17443116BACKGROUNDFuhr K, Hautzinger M, Krisch K, Berking M, Ebert DD. Validation of the Behavioral Activation for Depression Scale (BADS)-Psychometric properties of the long and short form. Compr Psychiatry. 2016 Apr;66:209-18. doi: 10.1016/j.comppsych.2016.02.004. Epub 2016 Feb 9.
PMID: 26995255BACKGROUNDFish RA, Hogan MJ, Morrison TG, Stewart I, McGuire BE. Willing and able: a closer look at pain Willingness and Activity Engagement on the Chronic Pain Acceptance Questionnaire (CPAQ-8). J Pain. 2013 Mar;14(3):233-45. doi: 10.1016/j.jpain.2012.11.004.
PMID: 23452647BACKGROUNDFish RA, McGuire B, Hogan M, Morrison TG, Stewart I. Validation of the chronic pain acceptance questionnaire (CPAQ) in an Internet sample and development and preliminary validation of the CPAQ-8. Pain. 2010 Jun;149(3):435-443. doi: 10.1016/j.pain.2009.12.016. Epub 2010 Feb 25.
PMID: 20188472BACKGROUNDBaranoff J, Hanrahan SJ, Kapur D, Connor JP. Six month post-treatment deterioration in acceptance (CPAQ-8) and cognitions following multidisciplinary pain treatment. J Behav Med. 2014 Jun;37(3):469-79. doi: 10.1007/s10865-013-9502-0. Epub 2013 Mar 16.
PMID: 23504128BACKGROUNDBaranoff J, Hanrahan SJ, Kapur D, Connor JP. Validation of the Chronic Pain Acceptance Questionnaire-8 in an Australian pain clinic sample. Int J Behav Med. 2014 Feb;21(1):177-85. doi: 10.1007/s12529-012-9278-6.
PMID: 23179676BACKGROUNDSoldatos CR, Dikeos DG, Paparrigopoulos TJ. The diagnostic validity of the Athens Insomnia Scale. J Psychosom Res. 2003 Sep;55(3):263-7. doi: 10.1016/s0022-3999(02)00604-9.
PMID: 12932801BACKGROUNDSoldatos CR, Dikeos DG, Paparrigopoulos TJ. Athens Insomnia Scale: validation of an instrument based on ICD-10 criteria. J Psychosom Res. 2000 Jun;48(6):555-60. doi: 10.1016/s0022-3999(00)00095-7.
PMID: 11033374BACKGROUNDGuglielmo D, Hootman JM, Boring MA, Murphy LB, Theis KA, Croft JB, Barbour KE, Katz PP, Helmick CG. Symptoms of Anxiety and Depression Among Adults with Arthritis - United States, 2015-2017. MMWR Morb Mortal Wkly Rep. 2018 Oct 5;67(39):1081-1087. doi: 10.15585/mmwr.mm6739a2.
PMID: 30286053BACKGROUNDMurphy LB, Sacks JJ, Brady TJ, Hootman JM, Chapman DP. Anxiety and depression among US adults with arthritis: prevalence and correlates. Arthritis Care Res (Hoboken). 2012 Jul;64(7):968-76. doi: 10.1002/acr.21685.
PMID: 22550055BACKGROUNDBartels SJ, Coakley EH, Zubritsky C, Ware JH, Miles KM, Arean PA, Chen H, Oslin DW, Llorente MD, Costantino G, Quijano L, McIntyre JS, Linkins KW, Oxman TE, Maxwell J, Levkoff SE; PRISM-E Investigators. Improving access to geriatric mental health services: a randomized trial comparing treatment engagement with integrated versus enhanced referral care for depression, anxiety, and at-risk alcohol use. Am J Psychiatry. 2004 Aug;161(8):1455-62. doi: 10.1176/appi.ajp.161.8.1455.
PMID: 15285973BACKGROUNDFirth J, Torous J, Nicholas J, Carney R, Rosenbaum S, Sarris J. Can smartphone mental health interventions reduce symptoms of anxiety? A meta-analysis of randomized controlled trials. J Affect Disord. 2017 Aug 15;218:15-22. doi: 10.1016/j.jad.2017.04.046. Epub 2017 Apr 25.
PMID: 28456072BACKGROUNDDavies EB, Morriss R, Glazebrook C. Computer-delivered and web-based interventions to improve depression, anxiety, and psychological well-being of university students: a systematic review and meta-analysis. J Med Internet Res. 2014 May 16;16(5):e130. doi: 10.2196/jmir.3142.
PMID: 24836465BACKGROUNDMayberry LS, Lyles CR, Oldenburg B, Osborn CY, Parks M, Peek ME. mHealth Interventions for Disadvantaged and Vulnerable People with Type 2 Diabetes. Curr Diab Rep. 2019 Nov 25;19(12):148. doi: 10.1007/s11892-019-1280-9.
PMID: 31768662BACKGROUNDLee 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.
PMID: 28501708BACKGROUNDBeleckas CM, Prather H, Guattery J, Wright M, Kelly M, Calfee RP. Anxiety in the orthopedic patient: using PROMIS to assess mental health. Qual Life Res. 2018 Sep;27(9):2275-2282. doi: 10.1007/s11136-018-1867-7. Epub 2018 May 8.
PMID: 29740783BACKGROUNDGuattery JM, Dardas AZ, Kelly M, Chamberlain A, McAndrew C, Calfee RP. Floor Effect of PROMIS Depression CAT Associated With Hasty Completion in Orthopaedic Surgery Patients. Clin Orthop Relat Res. 2018 Apr;476(4):696-703. doi: 10.1007/s11999.0000000000000076.
PMID: 29419628BACKGROUNDDy CJ, Brogan DM, Rolf L, Ray WZ, Wolfe SW, James AS. A qualitative study of life satisfaction after surgery for adult traumatic brachial plexus injury. Bone Jt Open. 2021 Jan 3;2(1):9-15. doi: 10.1302/2633-1462.21.BJO-2020-0175.R1. eCollection 2021 Jan.
PMID: 33537671BACKGROUNDDy CJ, Brogan DM, Rolf L, Ray WZ, Wolfe SW, James AS. Variability in Surgeon Approaches to Emotional Recovery and Expectation Setting After Adult Traumatic Brachial Plexus Injury. J Hand Surg Glob Online. 2021 Jan;3(1):30-35. doi: 10.1016/j.jhsg.2020.10.010. Epub 2020 Nov 21.
PMID: 33537663BACKGROUNDPrather H, Cheng A, Steger-May K, Maheshwari V, Van Dillen L. Hip and Lumbar Spine Physical Examination Findings in People Presenting With Low Back Pain, With or Without Lower Extremity Pain. J Orthop Sports Phys Ther. 2017 Mar;47(3):163-172. doi: 10.2519/jospt.2017.6567. Epub 2017 Feb 3.
PMID: 28158964BACKGROUNDPrather H, Cheng A, Steger-May K, Maheshwari V, VanDillen L. Association of Hip Radiograph Findings With Pain and Function in Patients Presenting With Low Back Pain. PM R. 2018 Jan;10(1):11-18. doi: 10.1016/j.pmrj.2017.06.003. Epub 2017 Jun 16.
PMID: 28629805BACKGROUNDBurkhardt HA, Alexopoulos GS, Pullmann MD, Hull TD, Arean PA, Cohen T. Behavioral Activation and Depression Symptomatology: Longitudinal Assessment of Linguistic Indicators in Text-Based Therapy Sessions. J Med Internet Res. 2021 Jul 14;23(7):e28244. doi: 10.2196/28244.
PMID: 34259637BACKGROUNDFortuna KL, Torous J, Depp CA, Jimenez DE, Arean PA, Walker R, Ajilore O, Goldstein CM, Cosco TD, Brooks JM, Vahia IV, Bartels SJ. A Future Research Agenda for Digital Geriatric Mental Healthcare. Am J Geriatr Psychiatry. 2019 Nov;27(11):1277-1285. doi: 10.1016/j.jagp.2019.05.013. Epub 2019 May 23.
PMID: 31196619BACKGROUNDSharpe L, McDonald S, Correia H, Raue PJ, Meade T, Nicholas M, Arean P. Pain severity predicts depressive symptoms over and above individual illnesses and multimorbidity in older adults. BMC Psychiatry. 2017 May 4;17(1):166. doi: 10.1186/s12888-017-1334-y.
PMID: 28472936BACKGROUNDCheng AL, Calfee R, Colditz G, Prather H. PROMIS Physical and Emotional Health Scores Are Worse in Musculoskeletal Patients Presenting to Physiatrists than to Other Orthopedic Specialists. PM R. 2019 Jun;11(6):604-612. doi: 10.1002/pmrj.12068. Epub 2019 Mar 25.
PMID: 30609319BACKGROUNDJensen MP, Ehde DM, Day MA. The Behavioral Activation and Inhibition Systems: Implications for Understanding and Treating Chronic Pain. J Pain. 2016 May;17(5):529.e1-529.e18. doi: 10.1016/j.jpain.2016.02.001. Epub 2016 Mar 24.
PMID: 27052644BACKGROUNDBeaton DE, Clark JP. Qualitative research: a review of methods with use of examples from the total knee replacement literature. J Bone Joint Surg Am. 2009 May;91 Suppl 3:107-12. doi: 10.2106/JBJS.H.01631.
PMID: 19411508BACKGROUNDMichie S, van Stralen MM, West R. The behaviour change wheel: a new method for characterising and designing behaviour change interventions. Implement Sci. 2011 Apr 23;6:42. doi: 10.1186/1748-5908-6-42.
PMID: 21513547BACKGROUNDDamschroder LJ, Aron DC, Keith RE, Kirsh SR, Alexander JA, Lowery JC. Fostering implementation of health services research findings into practice: a consolidated framework for advancing implementation science. Implement Sci. 2009 Aug 7;4:50. doi: 10.1186/1748-5908-4-50.
PMID: 19664226BACKGROUNDCheng AL, Agarwal M, Armbrecht MA, Abraham J, Calfee RP, Goss CW. Behavioral Mechanisms That Mediate Mental and Physical Health Improvements in People With Chronic Pain Who Receive a Digital Health Intervention: Prospective Cohort Pilot Study. JMIR Form Res. 2023 Nov 17;7:e51422. doi: 10.2196/51422.
PMID: 37976097DERIVED
MeSH Terms
Conditions
Condition Hierarchy (Ancestors)
Results Point of Contact
- Title
- Abby Cheng, MD, PI
- Organization
- Washington University School of Medicine
Study Officials
- PRINCIPAL INVESTIGATOR
Abby Cheng, MD
Washington University School of Medicine
Publication Agreements
- PI is Sponsor Employee
- No
- Restrictive Agreement
- No
Study Design
- Study Type
- interventional
- Phase
- not applicable
- Allocation
- NA
- Masking
- NONE
- Purpose
- TREATMENT
- Intervention Model
- SINGLE GROUP
- Sponsor Type
- OTHER
- Responsible Party
- PRINCIPAL INVESTIGATOR
- PI Title
- Assistant Professor
Study Record Dates
First Submitted
December 15, 2021
First Posted
January 18, 2022
Study Start
January 6, 2022
Primary Completion
June 18, 2022
Study Completion
June 18, 2022
Last Updated
February 17, 2026
Results First Posted
November 9, 2023
Record last verified: 2023-10
Data Sharing
- IPD Sharing
- Will not share
Data will not be shared due to the pilot nature of this study.