Evidence map›Paper›PMID 35714099›Full record

ArticleJournal of medical Internet research2022

Impacts of Digital Care Programs for Musculoskeletal Conditions on Depression and Work Productivity: Longitudinal Cohort Study.

Fabíola Costa, Dora Janela, Maria Molinos, Robert Moulder, Vírgilio Bento, Jorge Lains, Justin Scheer, Vijay Yanamadala, Steven Cohen, Fernando Dias Correia

Erratum issued Registry-linked trialAbstract read
In one paragraph

Article in Journal of medical Internet research, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. It is linked to trial NCT04092946 (Home-based Digital Program for Musculoskeletal Disorders), which is not on this map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT04092946 nacompletednot on this map

Home-based Digital Program for Musculoskeletal Disorders: a Large-scale, Multi-disorder, Prospective, Single-arm, Interventional Study

TypeinterventionalSponsorSword Health, SARan2020 to 2023Enrolled48,774ConditionsMusculoskeletal DiseasesArmsDigital intervention
3 · Its place in the literature

Who cites it

5 citing papers in PubMed.

  1. Article
  2. Mobile Interventions for Reducing Sedentary Behavior and Promoting Physical Activity Among Office Workers: Bibliometric Study.Health education & behavior : the official publication of the Society for Public Health Education · 2026
    Review
  3. Review
  4. Article
  5. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

10 authors.

Fabíola CostaSWORD Health Inc, Draper, UT, United States.ORCID 0000-0001-8981-7049
Dora JanelaSWORD Health Inc, Draper, UT, United States.ORCID 0000-0002-8440-2044
Maria MolinosSWORD Health Inc, Draper, UT, United States.ORCID 0000-0002-9679-4639
Robert MoulderInstitute for Cognitive Science, University of Colorado, Boulder, CO, United States.ORCID 0000-0001-7504-9560
Vírgilio BentoSWORD Health Inc, Draper, UT, United States.ORCID 0000-0001-6025-8511
Jorge LainsRovisco Pais Medical and Rehabilitation Centre, Tocha, Portugal.ORCID 0000-0002-8737-7569
Justin ScheerDepartment of Neurological Surgery, University of California, San Francisco, CA, United States.ORCID 0000-0003-2536-601X
Vijay YanamadalaSWORD Health Inc, Draper, UT, United States.ORCID 0000-0002-2456-5888
Steven CohenDepartment of Anesthesiology and Critical Care Medicine, Johns Hopkins School of Medicine, Baltimore, MD, United States.ORCID 0000-0001-5928-2127
Fernando Dias CorreiaSWORD Health Inc, Draper, UT, United States.ORCID 0000-0001-8028-926X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundComorbidity between musculoskeletal (MSK) pain and depression is highly common, and is associated with a greater symptom burden and greater loss of work productivity than either condition alone. Multimodal care programs tackling both physical and mental health components may maximize productivity recovery and return to work. Digital delivery of such programs can facilitate access, ensure continuity of care, and enhance patient engagement.

objectiveThe aim of this study was to assess the impact of a completely remote multimodal digital care program (DCP) for MSK pain on mental health and work-related outcomes stratified by baseline depression levels.

methodsAd hoc analysis of an interventional, single-arm, cohort study of individuals with MSK pain undergoing a DCP was performed. Three subgroups with different baseline depression severity levels were established based on responses to the Patient Health Questionnaire (PHQ-9): cluster 1 (score<5: minimal depression), cluster 2 (scores 5-10: mild depression), and cluster 3 (score≥10: moderate depression). The mean changes in depression, anxiety, fear-avoidance beliefs, work productivity, and activity impairment and adherence between baseline and end of program (8-12 weeks) were assessed across subgroups by latent growth curve analysis.

resultsFrom a total of 7785 eligible participants, 6137 (78.83%) were included in cluster 1, 1158 (14.87%) in cluster 2, and 490 (6.29%) in cluster 3. Significant improvements in depression and anxiety scores were observed in clusters 2 and 3 but not in cluster 1, with average end-of-the program scores in clusters 2 and 3 below the initially defined cluster thresholds (score of 5 and 10, respectively). All clusters reported significant improvements in productivity impairment scores (mean changes from -16.82, 95% CI -20.32 to -13.42 in cluster 1 to -20.10, 95% CI -32.64 to -7.57 in cluster 3). Higher adherence was associated with higher improvements in depression in clusters 2 and 3, and with greater recovery in activities of daily living in cluster 3. Overall patient satisfaction was 8.59/10.0 (SD 1.74).

conclusionsA multimodal DCP was able to promote improvements in productivity impairment scores comparable to those previously reported in the literature, even in participants with comorbid depression and anxiety. These results reinforce the need to follow a biopsychosocial framework to optimize outcomes in patients with MSK pain.

trial registrationClinicalTrials.gov NCT04092946; https://clinicaltrials.gov/ct2/show/NCT04092946.

Indexed as

DepressionMusculoskeletal PainActivities of Daily LivingCohort StudiesHumansLongitudinal Studiesactivities of daily livinganxietycomorbiditydepressiondigital caredigital healthdigital interventioneHealthengagementjoblongitudinal cohortmental healthmultimodalmusculoskeletaloccupational healthpainproductivityrecoveryrehabilitationremote caretelehealthtelemedicinework

Identifiers

PMID35714099
PMCPMC9361146

What OpenQuestion holds

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LicenceCC BY
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Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.