Litcius/Paper detail

Engagement in Digital Self-management Interventions for Chronic Pain

R. Ross MacLean, Rachel Shor, Erin D. Reilly, Lillian Reuman, Chelsey Solar, Allison M Halat, Diana M. Higgins

2025Clinical Journal of Pain7 citationsDOIOpen Access PDF

Abstract

OBJECTIVES: Digital interventions promise to increase access to non-pharmacological chronic pain treatment and reduce burden for both individuals seeking care and pain providers/clinics. Unfortunately, despite early evidence of efficacy, engagement in self-management digital interventions for chronic conditions is typically low. A comprehensive analysis into how engagement in these programs is measured and reported is warranted. The current systematic review evaluated engagement in digital self-management interventions for chronic pain and identified gaps to improve reporting of engagement data. METHODS: We conducted a pre-registered systematic review using Boolean search terms to identify digital chronic pain self-management interventions that did not include clinician support. After removal of duplicates and screening, 150 full-text manuscripts were assessed, and 43 studies met inclusion criteria. Data was extracted and examined from included manuscripts. RESULTS: Of the 43 included articles, five articles were based on 2 separate datasets, resulting in a final sample of 41 unique datasets representing 4205 participants that were mostly non-Hispanic White, female, and with at least some college education. Approximately 10% of studies did not report any data related to system use or self-reported engagement. Most engagement data consisted of mean system use variables, with a handful of studies describing self-reported use of skills and very few studies examining demographic variables associated with engagement. DISCUSSION: To address identified gaps in the reviewed literature, we suggest guidelines for collecting and reporting engagement in digital chronic pain interventions. Consistent reporting of engagement data will improve evaluation, efficacy, and improvement of interventions designed to assist individuals who may otherwise not receive non-pharmacological pain treatment.

Topics & Concepts

Psychological interventionChronic painSelf-managementMedicineInclusion (mineral)Systematic reviewMEDLINEPsychologyPhysical therapyNursingComputer scienceSocial psychologyMachine learningPolitical scienceLawTelemedicine and Telehealth ImplementationMusculoskeletal pain and rehabilitationPediatric Pain Management Techniques