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Wilson M, Katz JR, Chase MD, Bindler RJ, Rangel TL, Penders RA, Kohlmeier PS, Lewis J. Perspectives on Online Resources for People Experiencing Pain: A Qualitative Study. Pain Manag Nurs 2025; 26:14-22. [PMID: 39117511 DOI: 10.1016/j.pmn.2024.07.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2024] [Revised: 06/15/2024] [Accepted: 07/11/2024] [Indexed: 08/10/2024]
Abstract
BACKGROUND Innovations in technology offer potential solutions to address pain care inequities. To maximize impacts, greater understanding is needed regarding preferences and priorities of people experiencing or treating pain. OBJECTIVES This study conducted focus groups to investigate the perspectives of people with pain and healthcare workers regarding online resources for pain management. Researchers asked about barriers to current pain management and what resources would be most desired in an online format to meet needs. METHODS Participants were a randomly selected sub-sample of adults from a northwestern region of the United States who participated in an online, survey-based study. Eligible participants identified as either a person who had received treatment for pain or a healthcare worker who cared for people with pain. Of the 199 survey respondents, 30 participated in one of three focus group sessions. Focus groups were conducted using videoconferencing technology, then recorded, transcribed, and analyzed using thematic analysis. RESULTS Focus group participants included 22 adults who identified as a person treated for pain of any type and 8 healthcare workers. Themes relating to eHealth use reflected desires for (1) freely accessible and vetted pain management information in one place, (2) reliable information tailored to need and pain type, and (3) easy-to-use resources. Findings revealed that some effective pain management resources do exist, yet obstacles including inflexible and inequitable healthcare practices and lack of knowledge about options may limit access to these resources. CONCLUSION Including preferences of user groups can assist in creating resources that are likely to be useful for those with pain and their caregivers. Innovations are needed to address persisting gaps in care.
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Affiliation(s)
- Marian Wilson
- College of Nursing, Washington State University, Spokane, Washington.
| | - Janet R Katz
- College of Nursing, Washington State University, Spokane, Washington
| | - Mafe D Chase
- College of Nursing, Washington State University, Spokane, Washington
| | - Ross J Bindler
- College of Nursing, Washington State University, Spokane, Washington
| | | | | | | | - Jamie Lewis
- Northwest Spine and Pain Medicine, Spokane, Washington; Elson S. Floyd College of Medicine, Washington State University, Spokane, Washington
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Zhang Q, Zhang Y, Wei C, Sun L, Wang P, Zeng L. Internet-enhanced continuity of care reduces postoperative complications and improves outcomes in pediatric strabismus surgery. Am J Transl Res 2024; 16:7817-7829. [PMID: 39822502 PMCID: PMC11733368 DOI: 10.62347/hwwe7193] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2024] [Accepted: 12/02/2024] [Indexed: 01/19/2025]
Abstract
OBJECTIVE To explore the application value of Internet Family Engagement Continuum of Care in strabismus ambulatory surgery and evaluate its impact on postoperative complications, children's quality of life, and parental satisfaction. METHODS A retrospective analysis was conducted on the clinical data of 257 children who underwent strabismus ambulatory surgery in our hospital from February 2022 to December 2023. The children were divided into a control group (n=149), which received routine nursing services and telephone follow-up, and an observation group (n=108), which received Internet Family Engagement Continuum of Care through a mobile medical platform. Evaluations were conducted using the Chinese versions of the Empowerment of Parents in The Intensive Care (EMPATIC-30), Visual Analogue Scale (VAS), Pediatric Quality of Life Inventory 4.0 (PedsQLTM 4.0), Children's Depression Inventory (CDI), and Multidimensional Anxiety Scale for Children (MASC). RESULTS The observation group showed significantly better outcomes in postoperative VAS scores, PedsQLTM scores, CDI scores, and MASC scores compared to the control group (all P<0.001). The readmission rate in the observation group (10.19%) was significantly lower than in the control group (22.82%) (P=0.009). Parents with children in the observation group scored significantly higher on all dimensions of the EMPATIC-30 compared to those in the control group (all P<0.0001). The incidence of complications was significantly lower in the observation group (6.48%) compared to the control group (18.79%) (P=0.005). Multivariate logistic regression analysis indicated that the intervention program and surgical time were independent risk factors affecting postoperative complications. CONCLUSION Internet Family Engagement Continuum of Care significantly reduces the incidence of postoperative complications in children undergoing strabismus ambulatory surgery, improves the quality of life and mental health of the children, and enhances parental satisfaction and engagement.
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Affiliation(s)
- Qiao Zhang
- Children’s Eye Diseases and Optometry Center, Xi’an People’s Hospital (Xi’an Fourth Hospital)Xi’an 710004, Shaanxi, China
| | - Ying Zhang
- Children’s Eye Diseases and Optometry Center, Xi’an People’s Hospital (Xi’an Fourth Hospital)Xi’an 710004, Shaanxi, China
| | - Chunyan Wei
- Children’s Eye Diseases and Optometry Center, Xi’an People’s Hospital (Xi’an Fourth Hospital)Xi’an 710004, Shaanxi, China
| | - Lianyi Sun
- Children’s Eye Diseases and Optometry Center, Xi’an People’s Hospital (Xi’an Fourth Hospital)Xi’an 710004, Shaanxi, China
| | - Ping Wang
- Children’s Eye Diseases and Optometry Center, Xi’an People’s Hospital (Xi’an Fourth Hospital)Xi’an 710004, Shaanxi, China
| | - Lu Zeng
- Ophthalmic Operating Room, Xi’an People’s Hospital (Xi’an Fourth Hospital)Xi’an 710004, Shaanxi, China
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Van Oirschot G, Pomphrey A, Dunne C, Murphy K, Blood K, Doherty C. An Evaluation of the Design of Multimedia Patient Education Materials in Musculoskeletal Health Care: Systematic Review. JMIR Rehabil Assist Technol 2024; 11:e48154. [PMID: 39162239 PMCID: PMC11522670 DOI: 10.2196/48154] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Revised: 09/27/2023] [Accepted: 08/20/2024] [Indexed: 08/21/2024] Open
Abstract
BACKGROUND Educational multimedia is a cost-effective and straightforward way to administer large-scale information interventions to patient populations in musculoskeletal health care. While an abundance of health research informs the content of these interventions, less guidance exists about optimizing their design. OBJECTIVE This study aims to identify randomized controlled trials of patient populations with musculoskeletal conditions that used multimedia-based patient educational materials (PEMs) and examine how design was reported and impacted patients' knowledge and rehabilitation outcomes. Design was evaluated using principles from the cognitive theory of multimedia learning (CTML). METHODS PubMed, CINAHL, PsycINFO, and Embase were searched from inception to September 2023 for studies examining adult patients with musculoskeletal conditions receiving multimedia PEMs compared to any other interventions. The primary outcome was knowledge retention measured via test scores. Secondary outcomes were any patient-reported measures. Retrievability was noted, and PEMs were sourced through search, purchase, and author communication. RESULTS A total of 160 randomized controlled trials were eligible for inclusion: 13 (8.1%) included their educational materials and 31 (19.4%) required a web search, purchase, or direct requests for educational materials. Of these 44 (27.5%) studies, none fully optimized the design of their educational materials, particularly lacking in the CTML principles of coherence, redundancy, modality, and generative activities for the learner. Of the 160 studies, the remaining 116 (72.5%) contained interventions that could not be retrieved or appraised. Learning was evaluated in 5 (3.1%) studies. CONCLUSIONS Musculoskeletal studies should use open science principles and provide their PEMs wherever possible. The link between providing multimedia PEMs and patient learning is largely unexamined, but engagement potential may be maximized when considering design principles such as the CTML.
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Affiliation(s)
- Garett Van Oirschot
- School of Public Health, Physiotherapy & Sport Science, University College Dublin, Dublin, Ireland
- Insight SFI Research Centre for Data Analytics, Dublin, Ireland
| | - Amanda Pomphrey
- School of Public Health, Physiotherapy & Sport Science, University College Dublin, Dublin, Ireland
| | - Caoimhe Dunne
- School of Public Health, Physiotherapy & Sport Science, University College Dublin, Dublin, Ireland
| | - Kate Murphy
- School of Public Health, Physiotherapy & Sport Science, University College Dublin, Dublin, Ireland
| | - Karina Blood
- School of Public Health, Physiotherapy & Sport Science, University College Dublin, Dublin, Ireland
| | - Cailbhe Doherty
- School of Public Health, Physiotherapy & Sport Science, University College Dublin, Dublin, Ireland
- Insight SFI Research Centre for Data Analytics, Dublin, Ireland
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Mendez Araque SJ, Nguyen LT, Nadal CN. Outcomes of Psychotherapy for Co-Morbid Pain and Substance Use Disorders: A Review of the Literature. J Pain Palliat Care Pharmacother 2024; 38:264-280. [PMID: 39186683 DOI: 10.1080/15360288.2024.2393842] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2024] [Revised: 08/09/2024] [Accepted: 08/12/2024] [Indexed: 08/28/2024]
Abstract
Chronic pain is often treated with opioids, placing patients at risk for misuse. An estimated 11.5% of these patients engage in opioid misuse behaviors such as self-medication. Non-pharmacological interventions have efficacy in managing chronic pain and substance use disorders separately; comorbid management may benefit from psychotherapy. This review provides perspective on novel and existing therapies and their efficacy. The literature search was conducted using PubMed. Boolean search terms were selected from DSM and ICD diagnoses. Studies were included if patients had comorbid substance use disorder and chronic pain diagnoses, participants were age 18 or older, and psychotherapeutic interventions were implemented. The PubMed search yielded 1937 references; 25 references were obtained through other means. 30 sources met inclusion criteria. Reported trials included: Acceptance and Commitment Therapy (ACT, 2 trials); Cognitive Behavioral Therapy (CBT, 11 trials); Mindfulness-Oriented Recovery Enhancement (MORE, 5 trials); and novel psychotherapies (12 trials). Unique features included primary care (4 trials), technology such as phone or Internet (6 trials), and group settings (9 trials). Several psychotherapies effectively treat co-occurring substance use disorders and chronic pain; novel treatments continue to be developed. Further investigation may lead to a wider variety of treatments for clinical use.
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Affiliation(s)
| | - Lynn T Nguyen
- Morsani College of Medicine, University of South Florida, Tampa, Florida, USA
| | - Celeste N Nadal
- Mental Health & Behavioral Sciences Service, James A. Haley Veterans' Hospital & Clinics, Tampa, Florida, USA
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Coffee Z, Cheng K, Slebodnik M, Mulligan K, Yu CH, Vanderah TW, Gordon JS. The Impact of Nonpharmacological Interventions on Opioid Use for Chronic Noncancer Pain: A Scoping Review. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2024; 21:794. [PMID: 38929040 PMCID: PMC11203961 DOI: 10.3390/ijerph21060794] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/16/2024] [Revised: 06/06/2024] [Accepted: 06/13/2024] [Indexed: 06/28/2024]
Abstract
Despite the lack of evidence, opioids are still routinely used as a solution to long-term management for chronic noncancer pain (CNCP). Given the significant risks associated with long-term opioid use, including the increased number of unregulated opioid pills at large in the opioid ecosystem, opioid cessation or reduction may be the desired goal of the patient and clinician. Viable nonpharmacological interventions (NPIs) to complement and/or replace opioids for CNCP are needed. Comprehensive reviews that address the impact of NPIs to help adults with CNCP reduce opioid use safely are lacking. We conducted a literature search in PubMed, CINAHL, Embase, PsycINFO, and Scopus for studies published in English. The initial search was conducted in April 2021, and updated in January 2024. The literature search yielded 19,190 relevant articles. Thirty-nine studies met the eligibility criteria and underwent data extraction. Of these, nineteen (49%) were randomized controlled trials, eighteen (46%) were observational studies, and two (5%) were secondary analyses. Among adults with CNCP who use opioids for pain management, studies on mindfulness, yoga, educational programs, certain devices or digital technology, chiropractic, and combination NPIs suggest that they might be an effective approach for reducing both pain intensity and opioid use, but other NPIs did not show a significant effect (e.g., hypnosis, virtual reality). This review revealed there is a small to moderate body of literature demonstrating that some NPIs might be an effective and safe approach for reducing pain and opioid use, concurrently.
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Affiliation(s)
- Zhanette Coffee
- College of Nursing, University of Arizona, Tucson, AZ 85721, USA;
| | - Kevin Cheng
- College of Medicine, University of Arizona, Tucson, AZ 85721, USA;
| | | | - Kimberly Mulligan
- Veterans Health Administration, Central California, Fresno, CA 93706, USA
| | - Chong Ho Yu
- Department of Mathematics, Hawaii Pacific University, Honolulu, HI 96813, USA;
| | - Todd W. Vanderah
- Department of Pharmacology, Comprehensive Center for Pain and Addiction, University of Arizona, Tucson, AZ 85721, USA;
| | - Judith S. Gordon
- College of Nursing, University of Arizona, Tucson, AZ 85721, USA;
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Mongiovi JM, Wallace B, Goodwin M, Vitonis AF, Karevicius S, Shafrir AL, Sasamoto N, DiVasta AD, Sieberg CB, Terry KL, Missmer SA. Differences in characteristics and use of complementary and alternative methods for coping with endometriosis-associated acyclic pelvic pain across adolescence and adulthood. FRONTIERS IN REPRODUCTIVE HEALTH 2024; 5:1306380. [PMID: 38260050 PMCID: PMC10801248 DOI: 10.3389/frph.2023.1306380] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2023] [Accepted: 12/15/2023] [Indexed: 01/24/2024] Open
Abstract
Introduction Over four million women in the US alone have been diagnosed with endometriosis. For those living with this disease, surgery and hormonal treatment reduce associated pelvic pain in some, while others continue to experience life impacting pain. Therefore, identification of accessible and cost-effective methods of pain reduction to compliment current treatment is urgently needed. Our objective was to quantify the prevalence of complementary and alternative methods used to manage acyclic pelvic pain and their reported benefit among women of different age groups living with endometriosis. Methods We used baseline questionnaire data from laparoscopically-confirmed endometriosis cases who completed a WERF EPHect compliant questionnaire in the longitudinal cohort of The Women's Health Study: From Adolescence to Adulthood (A2A). Participants with acyclic pelvic pain were asked to indicate specific methods or activities that either helped or worsened their pelvic/lower abdominal pain. Differences among age groups [adolescent (<18 years), young adult (18-25 years), and adult (>25 years)] were assessed using Fisher's exact test. Results Of the 357 participants included in analysis, sleep for coping was reported more frequently among adolescents (n = 59, 57.3%) compared to young adults (n = 40, 44.0%) and adults (n = 19, 31.1%; p = 0.004). Adolescents also reported more frequent use of music (n = 29, 21.2%) than young adults (n = 10, 7.0%) and adults (n = 7, 9.1%; p = 0.001). Exercise worsened pain most commonly among adolescents (n = 82, 59.9%), followed by younger adults (n = 67, 46.9%), and adults (n = 27, 35.1%; p = 0.002). Discussion Our analysis of participants in the A2A cohort showed that the prevalence of complementary and alternative methods used for coping with endometriosis-associated acyclic pelvic pain varied by age group. Future studies should aim to provide information that will further inform decisions in making care plans for managing endometriosis-associated pain that is effective, accessible, and tailored to the preferences of the patient.
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Affiliation(s)
- Jennifer M. Mongiovi
- Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, MA, United States
- Department of Obstetrics, Gynecology, and Reproductive Biology, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, United States
| | - Britani Wallace
- Department of Obstetrics, Gynecology, and Reproductive Biology, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, United States
| | - McKenzie Goodwin
- Department of Obstetrics, Gynecology, and Reproductive Biology, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, United States
- Boston Center for Endometriosis, Boston Children’s Hospital and Brigham and Women’s Hospital, Boston, MA, United States
| | - Allison F. Vitonis
- Department of Obstetrics, Gynecology, and Reproductive Biology, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, United States
- Boston Center for Endometriosis, Boston Children’s Hospital and Brigham and Women’s Hospital, Boston, MA, United States
| | - Sarah Karevicius
- Boston Center for Endometriosis, Boston Children’s Hospital and Brigham and Women’s Hospital, Boston, MA, United States
| | - Amy L. Shafrir
- Boston Center for Endometriosis, Boston Children’s Hospital and Brigham and Women’s Hospital, Boston, MA, United States
- Division of Adolescent and Young Adult Medicine, Department of Pediatrics, Boston Children’s Hospital and Harvard Medical School, Boston, MA, United States
- Department of Nutrition and Public Health, School of Nursing and Health Sciences, Merrimack College, North Andover, MA, United States
| | - Naoko Sasamoto
- Department of Obstetrics, Gynecology, and Reproductive Biology, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, United States
- Boston Center for Endometriosis, Boston Children’s Hospital and Brigham and Women’s Hospital, Boston, MA, United States
| | - Amy D. DiVasta
- Boston Center for Endometriosis, Boston Children’s Hospital and Brigham and Women’s Hospital, Boston, MA, United States
- Division of Adolescent and Young Adult Medicine, Department of Pediatrics, Boston Children’s Hospital and Harvard Medical School, Boston, MA, United States
| | - Christine B. Sieberg
- Biobehavioral Pain Innovations Lab, Department of Psychiatry & Behavioral Sciences, Boston Children’s Hospital, Boston, MA, United States
- Pain & Affective Neuroscience Center, Department of Anesthesiology, Critical Care, & Pain Medicine, Boston Children’s Hospital, Boston, MA, United States
- Department of Psychiatry, Harvard Medical School, Boston, MA, United States
| | - Kathryn L. Terry
- Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, MA, United States
- Department of Obstetrics, Gynecology, and Reproductive Biology, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, United States
- Boston Center for Endometriosis, Boston Children’s Hospital and Brigham and Women’s Hospital, Boston, MA, United States
| | - Stacey A. Missmer
- Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, MA, United States
- Boston Center for Endometriosis, Boston Children’s Hospital and Brigham and Women’s Hospital, Boston, MA, United States
- Division of Adolescent and Young Adult Medicine, Department of Pediatrics, Boston Children’s Hospital and Harvard Medical School, Boston, MA, United States
- Department of Obstetrics, Gynecology, and Reproductive Biology, College of Human Medicine, Michigan State University, Grand Rapids, MI, United States
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Lambarth A, Katsoulis M, Ju C, Warwick A, Takhar R, Dale C, Prieto-Merino D, Morris A, Sen D, Wei L, Sofat R. Prevalence of chronic pain or analgesic use in children and young people and its long-term impact on substance misuse, mental illness, and prescription opioid use: a retrospective longitudinal cohort study. THE LANCET REGIONAL HEALTH. EUROPE 2023; 35:100763. [PMID: 38115960 PMCID: PMC10730316 DOI: 10.1016/j.lanepe.2023.100763] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Revised: 10/11/2023] [Accepted: 10/12/2023] [Indexed: 12/21/2023]
Abstract
Background Epidemiological studies suggest chronic and recurrent pain affects around a quarter of children, while 8% report intense and frequent pain. The long-term implications of chronic pain in childhood are uncertain. Using electronic health records (EHRs) we used both disease codes and medicines prescription records to investigate the scale of chronic pain and long-term analgesic use in children and young people (CYP), and if chronic pain and/or use of analgesic medicines at an early age is associated with substance misuse, use of prescription opioids, and poor mental health in adulthood. Methods We conducted a cohort study using data from IQVIA Medical Research Data UK. We identified individuals aged 2-24 with exposure to either a diagnostic code indicating chronic pain (diagnosis-exposed), repeat prescription for medicines commonly used to treat pain (prescription-exposed), or both. Follow-up began at 25, and the unexposed population acted as comparators. We calculated hazard ratios (HR) for mental health and substance misuse outcomes, and rate ratios (RR) for opioid prescriptions in adulthood. Additionally, we investigated which diagnoses, if any, were over-represented in the prescription-exposed subgroup. Findings The cohort constituted 853,625 individuals; 146,431 had one or more of the exposures of interest (diagnosis-exposed = 115,101, prescription-exposed = 20,298, both-exposed = 11,032), leaving 707,194 as comparators. Median age at index exposure was 18.7 years (IQR 14.7-22.3). On average during follow-up, the pooled exposed group had, respectively, a 31% and 17% higher risk of adverse mental health and substance misuse outcomes (adjusted HR [95% CI] of 1.31 [1.29-1.32] and 1.17 [1.11-1.24]). Exposed individuals also received prescription opioids at double the rate of unexposed individuals on average during follow-up (adjusted RR 2.01 [95% CI 1.95-2.10]). Outcomes varied between exposure subgroups, with prescription- and both-exposure tending to have worse outcomes. Unlike these two subgroups, in the diagnosis-exposed subgroup we did not detect a greater risk of substance misuse. Interpretation Chronic pain in CYP is associated with increased prescription opioid use and adverse mental health outcomes in adulthood, as is repeat prescription for analgesic medicines, but only the latter is also associated with substance misuse in adulthood. It is essential to avoid the harms of under-treating pain in CYP while giving due consideration to the risks posed by analgesic medicines. Early recognition of chronic pain in CYP and utilising non-pharmacological management options may help minimise overprescribing, and long-term reliance on dependence-forming-drugs. Funding AL is an NIHR funded academic clinical fellow, and was supported by funding from UCLH Charities while carrying out this work. RS and DS are part of the Advanced Pain Discovery Platform and were supported by a UKRI and Versus Arthritis grant (MR/W002566/1) as part of the Consortium Against Pain Inequality. AW was supported by the Wellcome Trust (220558/Z/20/Z).
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Affiliation(s)
- Andrew Lambarth
- Department of Clinical Pharmacology and Therapeutics, St George's University of London, London, UK
- St George's University Hospitals NHS Foundation Trust, Cranmer Terrace, London, UK
| | - Michail Katsoulis
- MRC Unit for Lifelong Health and Ageing, Institute of Cardiovascular Science, University College London, London, UK
| | - Chengsheng Ju
- Research Department of Practice and Policy, University College London School of Pharmacy, 29-39 Brunswick Square, London, WC1N 1AX, UK
| | - Alasdair Warwick
- Institute of Cardiovascular Science, University College London, London, UK
- Moorfields Eye Hospital NHS Foundation Trust, London, UK
| | - Rohan Takhar
- Department of Pharmacology and Therapeutics, University of Liverpool, Liverpool, UK
| | - Caroline Dale
- Department of Pharmacology and Therapeutics, University of Liverpool, Liverpool, UK
| | | | - Andrew Morris
- Usher Institute, College of Medicine and Veterinary Medicine, The University of Edinburgh, Nine Edinburgh BioQuarter, 9 Little France Road, Edinburgh, EH16 4UX, UK
- Health Data Research UK, 215 Euston Road, London, NW1 2BE, UK
| | - Debajit Sen
- University College London Hospitals NHS Foundation Trust, 235 Euston Rd, London, NW1 2BU, UK
| | - Li Wei
- Research Department of Practice and Policy, University College London School of Pharmacy, 29-39 Brunswick Square, London, WC1N 1AX, UK
| | - Reecha Sofat
- Department of Pharmacology and Therapeutics, University of Liverpool, Liverpool, UK
- Health Data Research UK, 215 Euston Road, London, NW1 2BE, UK
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Fleck DE, Wilson M, Lewis D, Welge JA, Arya G, Sathyan A, Cohen K, John Winhusen T. Neurocognitive predictors of adherence to an online pain self-management program adjunct to long-term opioid therapy. J Clin Exp Neuropsychol 2023; 45:242-254. [PMID: 37278690 PMCID: PMC10526690 DOI: 10.1080/13803395.2023.2221396] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Accepted: 05/26/2023] [Indexed: 06/07/2023]
Abstract
INTRODUCTION While pain self-management programs can significantly improve patient outcomes, poor adherence is common and the need for research on predictors of adherence has been noted. A potential, but commonly overlooked, predictor is cognitive function. Our aim, then, was to examine the relative influence of various cognitive functional domains on engagement with an online pain self-management program. METHOD A secondary analysis of a randomized controlled trial testing the impact of E-health (a 4-month subscription to the online Goalistics Chronic Pain Management Program) plus treatment as usual, relative to treatment as usual alone, on pain and opioid dose outcomes in adults receiving long-term opioid therapy of morphine equivalence dose ≥20 mg; 165 E-health participants who completed an on-line neurocognitive battery were included in this sub-analysis. A variety of demographic, clinical, and symptom rating scales were also examined. We hypothesized that better processing speed and executive functions at baseline would predict engagement with the 4-month E-health subscription. RESULTS Ten functional cognitive domains were identified using exploratory factor analysis and the resultant factor scores applied for hypothesis testing. The strongest predictors of E-health engagement were selective attention, and response inhibition and speed domains. An explainable machine learning algorithm improved classification accuracy, sensitivity, and specificity. CONCLUSIONS The results suggest that cognition, especially selective attention, inhibitory control, and processing speed, is predictive of online chronic pain self-management program engagement. Future research to replicate and extend these findings seems warranted. CLINICALTRIALS.GOV REGISTRATION NUMBER NCT03309188.
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Affiliation(s)
- David E. Fleck
- Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Marian Wilson
- Washington State University College of Nursing, Spokane, WA, USA
- Program of Excellence in Addictions Research, Washington State University, Spokane, WA, USA
| | - Daniel Lewis
- Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Jeffrey A. Welge
- Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Grace Arya
- Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Anoop Sathyan
- Department of Aerospace Engineering and Engineering Mechanics, University of Cincinnati College of Engineering and Applied Science, Cincinnati, OH, USA
| | - Kelly Cohen
- Department of Aerospace Engineering and Engineering Mechanics, University of Cincinnati College of Engineering and Applied Science, Cincinnati, OH, USA
| | - T. John Winhusen
- Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati College of Medicine, Cincinnati, OH, USA
- Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati, OH, USA
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