Digital Mental Health Intervention Plus Usual Care Compared With Usual Care Only and Usual Care Plus In-Person Psychological Counseling for Orthopedic Patients With Symptoms of Depression or Anxiety: Cohort Study

被引:18
作者
Leo, Ashwin J. [1 ]
Schuelke, Matthew J. [2 ]
Hunt, Devyani M. [3 ]
Miller, J. Philip [2 ]
Arean, Patricia A. [4 ]
Cheng, Abby L. [3 ]
机构
[1] Washington Univ, Sch Med, St Louis, MO 63110 USA
[2] Washington Univ, Sch Med, Div Biostat, St Louis, MO 63110 USA
[3] Washington Univ, Sch Med, Dept Orthopaed Surg, Div Phys Med & Rehabil, Box MSC 8233-0004-05,660S S Euclid Ave, St Louis, MO 63110 USA
[4] Univ Washington, Dept Psychiat & Behav Sci, Seattle, WA 98195 USA
基金
美国国家卫生研究院;
关键词
digital health; mental health; depression; anxiety; chronic pain; musculoskeletal; orthopedic; MINIMALLY IMPORTANT DIFFERENCES; PHYSICAL FUNCTION; CHRONIC PAIN; CLINICAL VALIDITY; NEGATIVE AFFECT; OUTCOMES; METAANALYSIS; ACCEPTANCE; MINDFULNESS; EFFICACY;
D O I
10.2196/36203
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
Background: Depression and anxiety frequently coexist with chronic musculoskeletal pain and can negatively impact patients' responses to standard orthopedic treatments. Nevertheless, mental health is not routinely addressed in the orthopedic care setting. If effective, a digital mental health intervention may be a feasible and scalable method of addressing mental health in an orthopedic setting. Objective: We aimed to compare 2-month changes in mental and physical health between orthopedic patients who received a digital mental health intervention in addition to usual orthopedic care, those who received usual orthopedic care only (without a specific mental health intervention), and those who received in-person care with a psychologist as part of their orthopedic treatment plan. Methods: In this single-center retrospective cohort study involving ancillary analysis of a pilot feasibility study, 2-month self-reported health changes were compared between a cohort of orthopedic patients who received access to a digital mental health intervention (Wysa) and 2 convenience sample comparison cohorts (patients who received usual orthopedic care without a specific mental health intervention and patients who received in-person care with a psychologist as part of their orthopedic treatment plan). All patients were 18 years or older and reported elevated symptoms of depression or anxiety at an orthopedic clinic visit (Patient-Reported Outcomes Measurement Information System [PROMIS] Depression or Anxiety score >= 55). The digital intervention was a multi-component mobile app that used chatbot technology and text-based access to human counselors to provide cognitive behavioral therapy, mindfulness training, and sleep tools, among other features, with an emphasis on behavioral activation and pain acceptance. Outcomes of interest were between-cohort differences in the 2-month longitudinal changes in PROMIS Depression and Anxiety scores (primary outcomes) and PROMIS Pain Interference and Physical Function scores (secondary outcomes). Results: Among 153 patients (mean age 55, SD 15 years; 128 [83.7%] female; 51 patients per cohort), patients who received the digital mental health intervention showed clinically meaningful improvements at the 2-month follow-up for all PROMIS measures (mean longitudinal improvement 2.8-3.7 points; P <=.02). After controlling for age and BMI, the improvements in PROMIS Depression, Pain Interference, and Physical Function were meaningfully greater than longitudinal changes shown by patients who received usual orthopedic care (mean between-group difference 2.6-4.8 points; P <=.04). Improvements in PROMIS Physical Function were also meaningfully greater than longitudinal changes shown by patients who received in-person psychological counseling (mean between-group difference 2.4 points; P=.04). Conclusions: Patients who received a digital mental health intervention as part of orthopedic care reported greater 2-month mean improvements in depression, pain interference, and physical function than patients who received usual orthopedic care. They also reported a greater mean improvement in physical function and comparable improvements in depression, anxiety, and pain interference compared with orthopedic patients who received in-person psychological counseling.
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页数:14
相关论文
共 51 条
[1]   Effects of sleep changes on pain-related health outcomes in the general population: A systematic review of longitudinal studies with exploratory meta-analysis [J].
Afolalu, Esther F. ;
Ramlee, Fatanah ;
Tang, Nicole K. Y. .
SLEEP MEDICINE REVIEWS, 2018, 39 :82-97
[2]   Greater pre-operative anxiety, pain and poorer function predict a worse outcome of a total knee arthroplasty [J].
Alattas, Sharifah Adla ;
Smith, Toby ;
Bhatti, Maria ;
Wilson-Nunn, Daniel ;
Donell, Simon .
KNEE SURGERY SPORTS TRAUMATOLOGY ARTHROSCOPY, 2017, 25 (11) :3403-3410
[3]   Development of a PROMIS item bank to measure pain interference [J].
Amtmann, Dagmar ;
Cook, Karon F. ;
Jensen, Mark P. ;
Chen, Wen-Hung ;
Choi, Seung ;
Revicki, Dennis ;
Cella, David ;
Rothrock, Nan ;
Keefe, Francis ;
Callahan, Leigh ;
Lai, Jin-Shei .
PAIN, 2010, 150 (01) :173-182
[4]   Barriers to mental health treatment: results from the WHO World Mental Health surveys [J].
Andrade, L. H. ;
Alonso, J. ;
Mneimneh, Z. ;
Wells, J. E. ;
Al-Hamzawi, A. ;
Borges, G. ;
Bromet, E. ;
Bruffaerts, R. ;
de Girolamo, G. ;
de Graaf, R. ;
Florescu, S. ;
Gureje, O. ;
Hinkov, H. R. ;
Hu, C. ;
Huang, Y. ;
Hwang, I. ;
Jin, R. ;
Karam, E. G. ;
Kovess-Masfety, V. ;
Levinson, D. ;
Matschinger, H. ;
O'Neill, S. ;
Posada-Villa, J. ;
Sagar, R. ;
Sampson, N. A. ;
Sasu, C. ;
Stein, D. J. ;
Takeshima, T. ;
Viana, M. C. ;
Xavier, M. ;
Kessler, R. C. .
PSYCHOLOGICAL MEDICINE, 2014, 44 (06) :1303-1317
[5]   Predictors of Pain Outcomes in Patients with Chronic Musculoskeletal Pain Co-morbid with Depression: Results from a Randomized Controlled Trial [J].
Ang, Dennis C. ;
Bair, Matthew J. ;
Damush, Teresa M. ;
Wu, Jingwei ;
Tu, Wanzhu ;
Kroenke, Kurt .
PAIN MEDICINE, 2010, 11 (04) :482-491
[6]  
[Anonymous], 2020, BURDEN MUSCULOSKELET, V4th
[7]   Digital Care for Chronic Musculoskeletal Pain: 10,000 Participant Longitudinal Cohort Study [J].
Bailey, Jeannie F. ;
Agarwal, Vibhu ;
Zheng, Patricia ;
Smuck, Matthew ;
Fredericson, Michael ;
Kennedy, David J. ;
Krauss, Jeffrey .
JOURNAL OF MEDICAL INTERNET RESEARCH, 2020, 22 (05)
[8]   User Engagement and Clinical Impact of the Manage My Pain App in Patients With Chronic Pain: A Real-World, Multi-site Trial [J].
Bhatia, Anuj ;
Kara, Jamal ;
Janmohamed, Tahir ;
Prabhu, Atul ;
Lebovic, Gerald ;
Katz, Joel ;
Clarke, Hance .
JMIR MHEALTH AND UHEALTH, 2021, 9 (03)
[9]   Exercise and Chronic Pain [J].
Borisovskaya, Anna ;
Chmelik, Elizabeth ;
Karnik, Ashwin .
PHYSICAL EXERCISE FOR HUMAN HEALTH, 2020, 1228 :233-253
[10]   Internet-based vs. face-to-face cognitive behavior therapy for psychiatric and somatic disorders: an updated systematic review and meta-analysis [J].
Carlbring, Per ;
Andersson, Gerhard ;
Cuijpers, Pim ;
Riper, Heleen ;
Hedman-Lagerlof, Erik .
COGNITIVE BEHAVIOUR THERAPY, 2018, 47 (01) :1-18