Chronic pain acceptance: relations to opioid misuse and pain management motives among individuals with chronic low back pain
Open accessAbstract
The opioid epidemic is a significant public health concern, and opioid consumption rates and opioid-related deaths are on the rise. Chronic pain acceptance, or willingness to experience pain and pain-related distress, is one pain-related psychological mechanism that may reduce maladaptive attempts to avoid or control pain using opioids among individuals with chronic lower back pain (CLBP). However, little work has examined chronic pain acceptance as it relates to opioid use and motives for use among adults with CLBP. The current investigation sought to explore the effects of chronic pain acceptance on opioid misuse and motives for opioid use (i.e., pain management and coping motives) among adults with CLBP. Participants were 291 adults (69.1 % female, Mage = 45.77 years, SD = 11.22) self-reporting current mild to severe CLBP and current opioid use who were recruited via an online survey. Results indicated that higher acceptance of pain was related to lower levels of opioid misuse and lower motivation to use opioids to cope with pain. Contrary to hypotheses, chronic pain acceptance did not predict motivation to use opioids to cope with emotional distress (i.e., coping motives). The current findings provide support for chronic pain acceptance as a potential protective mechanism in terms of opioid misuse and motivation to use opioids to manage pain.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
The prevalence of chronic pain in United States adults: Results of an Internet-based survey
Johannes, C. B., Le, T. K., Zhou, X., Johnston, J. A., & Dworkin, R. H. (2010) · The Journal of Pain · doi:10.1016/j.jpain.2010.07.002 · Cited by 1,252 · see citing works
Learning to live with the pain: acceptance of pain predicts adjustment in persons with chronic pain
McCracken, L. M. (1998) · Pain · doi:10.1016/s0304-3959(97)00146-2 · Cited by 685 · see citing works
Wetherell, J. L., Afari, N., Rutledge, T., Sorrell, J. T., Stoddard, J. A., Petkus, A. J., Solomon, B. C., Lehman, D. H., Liu, L., Lang, A. J., et al. (2011) · PAIN · doi:10.1016/j.pain.2011.05.016 · Cited by 508 · see citing works
Acceptance and Values-Based Action in Chronic Pain: A Study of Treatment Effectiveness and Process
Vowles, K. E., & McCracken, L. M. (2008) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.76.3.397 · Cited by 500 · see citing works
Vowles, K. E., McCracken, L. M., McLeod, C., & Eccleston, C. (2008) · Pain · doi:10.1016/j.pain.2008.08.012 · Cited by 226 · see citing works
McCracken, L. M., Spertus, I. L., Janeck, A. S., Sinclair, D., & Wetzel, T. F. (1999) · Pain · doi:10.1016/s0304-3959(98)00219-x · Cited by 209 · see citing works
A prospective analysis of acceptance of pain and values-based action in patients with chronic pain.
McCracken, L. M., & Vowles, K. E. (2008) · Health Psychology · doi:10.1037/0278-6133.27.2.215 · Cited by 168 · see citing works
Wicksell, R. K., Olsson, G. L., & Melin, L. (2009) · European Journal of Pain · doi:10.1016/j.ejpain.2008.09.003 · Cited by 135 · see citing works
Costa, J., & Pinto‐Gouveia, J. (2011) · Clinical Psychology & Psychotherapy · doi:10.1002/cpp.718 · Cited by 134 · see citing works
Dindo, L., Zimmerman, M. B., Hadlandsmyth, K., StMarie, B., Embree, J., Marchman, J., Tripp-Reimer, T., & Rakel, B. (2018) · The Journal of Pain · doi:10.1016/j.jpain.2018.04.016 · Cited by 121 · see citing works
Low dispositional mindfulness predicts self-medication of negative emotion with prescription opioids
Garland, E. L., Hanley, A. W., Thomas, E. A., Knoll, P., & Ferraro, J. (2015) · Journal of Addiction Medicine · doi:10.1097/adm.0000000000000090 · Cited by 52 · see citing works
Garland, E. L., Baker, A. K., & Howard, M. O. (2017) · Journal of the Society for Social Work and Research · doi:10.1086/694324 · Cited by 47 · see citing works
Pain acceptance and opiate use disorders in addiction treatment patients with comorbid pain
Lin, L. (., Bohnert, A. S. B., Price, A. M., Jannausch, M., Bonar, E. E., & Ilgen, M. A. (2015) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2015.10.017 · Cited by 20 · see citing works
Esteve, R., Marcos, E., Reyes-Pérez, Á., López-Martínez, A. E., & Ramírez-Maestre, C. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph18063054 · Cited by 17 · see citing works
Flagged first, then by citations
Research works printed but not linked: 40
- Imtiaz S, Shield KD, Fischer B, (2020). Recent changes in trends of opioid overdose deaths in North America. Substance abuse treatment, prevention, and policy., 15(1), 66. 32867799 PMC7457770
- Meske DS, Lawal OD, Elder H, Langberg V, Paillard F, & Katz N (2018). Efficacy of opioids versus placebo in chronic pain: A systematic review and meta-analysis of enriched enrollment randomized withdrawal trials. Journal of pain research., 11, 923– 934. 29765246 PMC5939920
- Kennedy J, Roll JM, Schraudner T, Murphy S, & McPherson S (2014). Prevalence of persistent pain in the U.S. adult population: New data from the 2010 national health interview survey. The journal of pain., 15(10), 979– 984. 25267013
- Nury E, Schmucker C, Nagavci B, (2022). Efficacy and safety of strong opioids for chronic noncancer pain and chronic low back pain: A systematic review and meta-analyses. Pain., 163(4), 610– 636. 34326292
- Deyo RA, Von Korff M, & Duhrkoop D (2015). Opioids for low back pain. BMJ (Clinical research ed)., 350, Article g6380. PMC6882374 25561513
- Waljee JF, & Brummett CM (2018). Opioid Prescribing for Low Back Pain: What Is the Role of Payers? JAMA Network Open., 1(2). 30646074
- Deyo RA, Mirza SK, Turner JA, & Martin BI (2009). Overtreating chronic back pain: Time to back off? Journal of the American Board of Family Medicine: JABFM., 22(1), 62– 68. 19124635 PMC2729142
- Martell BA, O’Connor PG, Kerns RD, (2007). Systematic review: Opioid treatment for chronic back pain: Prevalence, efficacy, and association with addiction. Annals of internal medicine., 146(2), 116– 127. 17227935
- Jamison RN, Serraillier J, & Michna E (2011). Assessment and treatment of abuse risk in opioid prescribing for chronic pain. Pain research and treatment., 2011, Article 941808. 22110936 PMC3200070
- Gore M, Sadosky A, Stacey BR, Tai KS, & Leslie D (2012). The burden of chronic low back pain: Clinical comorbidities, treatment patterns, and health care costs in usual care settings. Spine., 37(11), E668– E677. 22146287
- Butler SF, Budman SH, Fernandez KC, (2007). Development and validation of the Current Opioid Misuse Measure. Pain., 130(1–2), 144– 156. 17493754 PMC1950245
- Vlaeyen JWS, & Linton SJ (2000). Fear-avoidance and its consequences in chronic musculoskeletal pain: A state of the art. Pain., 85(3), 317– 332. 10781906
- Leeuw M, Goossens ME, Linton SJ, Crombez G, Boersma K, & Vlaeyen JW (2007). The fear-avoidance model of musculoskeletal pain: Current state of scientific evidence. Journal of behavioral medicine., 30(1), 77– 94. 17180640
- Lee M, Silverman SM, Hansen H, Patel VB, & Manchikanti L (2011). A comprehensive review of opioid-induced hyperalgesia. Pain physician., 14(2), 145– 161. 21412369
- Summers JD, Rapoff MA, Varghese G, Porter K, & Palmer RE (1991). Psychosocial factors in chronic spinal cord injury pain. Pain., 47(2), 183– 189. 1762813
- Kratz AL, Murphy F J r, Kalpakjian CZ, Chen P. Medicate or Meditate? Greater Pain Acceptance is Related to Lower Pain Medication Use in Persons With Chronic Pain and Spinal Cord Injury. The Clinical journal of pain. 2018; 34(4): 357– 365. 28877136 PMC5835158
- Gandolphe MC, Nandrino JL, Hancart S, & Vosgien V (2013). Autobiographical memory and differentiation of schematic models in substance-dependent patients. Journal of behavior therapy and experimental psychiatry., 44(1), 114– 121. 22960708
- Von Korff M, Ormel J, Keefe FJ, & Dworkin SF (1992). Grading the severity of chronic pain. Pain., 50(2), 133– 149. 1408309
- Ditre JW, Langdon KJ, Kosiba JD, Zale EL, & Zvolensky MJ (2015). Relations between pain-related anxiety, tobacco dependence, and barriers to quitting among a community-based sample of daily smokers. Addictive behaviors., 42, 130– 135. 25462660 PMC4272873
- LaRowe LR, Langdon KJ, Zvolensky MJ, Zale EL, & Ditre JW (2017). Pain-related anxiety as a predictor of early lapse and relapse to cigarette smoking. Experimental and clinical psychopharmacology., 25(4), 255. 28594195 PMC5547034
- Zvolensky MJ, McMillan K, Gonzalez A, & Asmundson GJ (2009). Chronic pain and cigarette smoking and nicotine dependence among a representative sample of adults. Nicotine & Tobacco Research., 11(12), 1407– 1414. 19828432 PMC2784489
- Rogers AH, Gallagher MW, Jamison RN, & Zvolensky MJ (2020). Exploring the Psychometric Properties of the Current Opioid Misuse Measure Among Adults With Chronic Pain and Opioid Use. The Clinical journal of pain., 36(8), 578– 583. 32433073
- Rogers AH, Bakhshaie J, Orr MF, Ditre JW, & Zvolensky MJ (2020). Health Literacy, Opioid Misuse, and Pain Experience Among Adults with Chronic Pain. Pain medicine (Malden, Mass)., 21(4), 670– 676. 30938818 PMC12104017
- Smit T, Rogers AH, Garey L, Allan NP, Viana AG, & Zvolensky MJ (2020). Anxiety sensitivity and pain intensity independently predict opioid misuse and dependence in chronic pain patients. Psychiatry research., 294, Article 113523. 33189986
- Zvolensky MJ, Rogers AH, Garey L, (2020). The Role of Anxiety Sensitivity in the Relation Between Pain Intensity with Substance Use and Anxiety and Depressive Symptoms Among Smokers with Chronic Pain. International journal of behavioral medicine., 27(6), 668– 676. 32588345 PMC7657960
- Jones RE, Spradlin A, Robinson RJ, & Tragesser SL (2014). Development and validation of the opioid prescription medication motives questionnaire: A four-factor model of reasons for use. Psychology of addictive behaviors: Journal of the Society of Psychologists in Addictive Behaviors., 28(4), 1290– 1296. 25180561
- Vest NA, Murphy KT, & Tragesser SL (2018). Borderline personality disorder features and drinking, cannabis, and prescription opioid motives: Differential associations across substance and sex. Addictive behaviors., 87, 46– 54. 29945027
- Szabo A, Griffiths MD, Aarhus Høglid R, & Demetrovics Z (2018). Drug, nicotine, and alcohol use among exercisers: Does substance addiction co-occur with exercise addiction? Addictive Behaviors Reports., 7, 26– 31. 29450253 PMC5805499
- Cleland J, Gillani R, Bienen EJ, & Sadosky A (2011). Assessing dimensionality and responsiveness of outcomes measures for patients with low back pain. Pain practice: the official journal of World Institute of Pain., 11(1), 57– 69. 20602714
- McHugh RK, Devito EE, Dodd D, (2013). Gender differences in a clinical trial for prescription opioid dependence. Journal of substance abuse treatment., 45(1), 38– 43. 23313145 PMC3626739
- Coloma-Carmona A, Carballo J-L, Rodríguez-Marín J, Pérez-Carbonell A, & Alonso-Garrido C (2018). Medical and psychological predictors of prescription opioids dependence during chronic pain treatment. European review of applied psychology., 68 (6), 199– 204.
- Hudson TJ, Edlund MJ, Steffick DE, Tripathi SP, & Sullivan MD (2008). Epidemiology of regular prescribed opioid use: Results from a national, population-based survey. Journal of pain and symptom management., 36(3), 280– 288. 18619768 PMC4741098
- Rogers AH, Zegel M, Tran JK, Zvolensky MJ, & Vujanovic AA (2020). Pain intensity, alcohol use motives, and alcohol use among firefighters: The moderating role of pain-related anxiety. Addictive behaviors., 107, Article 106415. 32247252
- Ferguson CJ. An effect size primer: A guide for clinicians and researchers [doi: 10.1037/14805-020]. Washington, DC, US: Methodological issues and strategies in clinical research, 4th ed., American Psychological Association; 2016. · DOI
- Weisberg S Applied linear regression. Vol 528: John Wiley & Sons; 2005.
- Sullivan MD, Edlund MJ, Steffick D, & Unützer J (2005). Regular use of prescribed opioids: Association with common psychiatric disorders. Pain., 119(1–3), 95– 103. 16298066
- Aaron RV, Finan PH, Wegener ST, Keefe FJ, & Lumley MA (2020). Emotion regulation as a transdiagnostic factor underlying co-occurring chronic pain and problematic opioid use. The American psychologist., 75(6), 796– 810. 32915024 PMC8100821
- Zale EL, Powers JM, & Ditre JW (2021). Cognitive-Affective Transdiagnostic Factors Associated With Vulnerability to Alcohol and Prescription Opioid Use in the Context of Pain. Alcohol research: current reviews., 41(1), 08. 34306903 PMC8289456
- Lutz J, Gross RT, & Vargovich AM (2018). Difficulties in emotion regulation and chronic pain-related disability and opioid misuse. Addictive behaviors., 87, 200– 205. 30053706
- Garland EL, Manusov EG, Froeliger B, Kelly A, Williams JM, & Howard MO (2014). Mindfulness-oriented recovery enhancement for chronic pain and prescription opioid misuse: Results from an early-stage randomized controlled trial. Journal of consulting and clinical psychology., 82(3), 448– 459. 24491075 PMC4076008
Cited by
Sorted by citations
Parisi, A., Zgierska, A. E., Burzinski, C. A., Lennon, R. P., Jamison, R. N., Nakamura, Y., Barrett, B., Edwards, R. R., & Garland, E. L. (2023) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2023.109890 · Cited by 4 · see citing works
- Authors
- Smit, T., Mayorga, N. A., Rogers, A. H., Nizio, P., & Zvolensky, M. J.
- Affiliations
- University of Houston (US)
- The University of Texas MD Anderson Cancer Center (US)
- Corresponding author
- Zvolensky, Michael J.
- Venue
- Addictive Behaviors
- Publisher
- Elsevier BV
- Published
- 2023-01
- Volume
- 136
- Pages
- 107495
- ISSN
- 0306-4603 (ISSN-L)
- PMC
- PMC10187546
- OpenAlex
- W4296285544
- Cited by
- 15
- References
- 14
- Citations by year
- 2026: 4 · 2025: 3 · 2024: 4 · 2023: 4
- FWCI
- 2.43
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Licence
- Locations
- Addictive Behaviors (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institute on Minority Health and Health Disparities (U54MD015946)
- University of Houston
- National Institutes of Health
- Topics
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Opioid Use Disorder Treatment
- Health Sciences › Medicine › Pharmacology › Musculoskeletal pain and rehabilitation
- Health Sciences › Medicine › Anesthesiology and Pain Medicine › Pain Management and Opioid Use
- Keywords
- chronic pain acceptance, opioid misuse, chronic low back pain, coping motives, opioid epidemic, pain-related distress, opioid use
- MeSH terms
- Adult, Analgesics, Opioid, Female, Humans, Male, Motivation, Opioid-Related Disorders, Low Back Pain, Chronic Pain, Pain Management, Prescription Drug Misuse
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review