Azizoddin, D.R., Schreiber, K., Beck, M.R. et al. (8 more authors) (Cover date: September 1, 2021) Chronic pain severity, impact, and opioid use among patients with cancer: An analysis of biopsychosocial factors using the CHOIR learning health care system. Cancer, 127 (17). pp. 3254-3263. ISSN: 1097-0142
Abstract
Background: Many biopsychosocial factors influence outcomes of chronic non-cancer pain, but relatively little is known regarding their influence on chronic cancer pain symptoms. We aimed to characterize associations between biopsychosocial factors and pain outcomes among individuals with chronic cancer pain. Methods: We conducted a retrospective, cross-sectional study of 700 patients with chronic cancer pain seeking treatment at an academic tertiary pain clinic. Patients completed demographics questionnaires and validated psychosocial and pain measures. We performed multivariable hierarchical linear and logistic regressions to assess the relative contributions of biopsychosocial factors on pain outcomes (pain severity, pain interference, and opioid use). Results: Participants were 62% female, 64% Caucasian, with a mean age of 5915 years, and 55% held a college degree or higher. Older age, African-American or “other” race, sleep disturbance, and pain catastrophizing were significantly associated with higher pain severity [F(5,657)=22.45***, p<.001;R2 =.22]. Depression, sleep disturbance, and pain catastrophizing, lower emotional support, and higher pain severity were significantly associated with pain interference [F(5,653)=9.47, p<.001;R2 =.21]. Lastly, a poor cancer prognosis [Exp(B)=.45], antidepressant use, and sleep disturbance [Exp(B)=1.02] were associated with taking opioids, while identifying as Asian or Hispanic [Exp(B)=.48 & .47] was associated with lower odds of using opioid analgesics. Conclusion: Certain demographic and psychosocial factors were associated with pain and opioid use, including potentially modifiable risk factors such as sleep disturbance, depression, and pain catastrophizing, which future behavioral interventions may target to improve pain outcomes among patients with cancer.
Metadata
| Item Type: | Article |
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| Authors/Creators: |
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| Copyright, Publisher and Additional Information: | © 2021 American Cancer Society. This is the peer reviewed version of the following article: Azizoddin DR, Schreiber K, Beck MR, Enzinger AC, Hruschak V, Darnall BD, Edwards RR, Allsop MJ, Tulsky JA, Boyer E, Mackey S. Chronic pain severity, impact, and opioid use among patients with cancer: An analysis of biopsychosocial factors using the CHOIR learning health care system. Cancer. 2021, which has been published in final form at https://doi.org/10.1002/cncr.33645. This article may be used for non-commercial purposes in accordance with Wiley Terms and Conditions for Use of Self-Archived Versions. This article may not be enhanced, enriched or otherwise transformed into a derivative work, without express permission from Wiley or by statutory rights under applicable legislation. Copyright notices must not be removed, obscured or modified. The article must be linked to Wiley’s version of record on Wiley Online Library and any embedding, framing or otherwise making available the article or pages thereof by third parties from platforms, services and websites other than Wiley Online Library must be prohibited. |
| Keywords: | cancer pain; cancer; opioids; sleep; catastrophizing; disparities; CHOIR; Collaborative Health Outcomes Information Registry (CHOIR) |
| Dates: |
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| Institution: | The University of Leeds |
| Academic Units: | The University of Leeds > Faculty of Medicine and Health (Leeds) > School of Medicine (Leeds) |
| Date Deposited: | 18 Dec 2025 16:15 |
| Last Modified: | 19 Dec 2025 14:58 |
| Status: | Published |
| Publisher: | American Cancer Society |
| Identification Number: | 10.1002/cncr.33645 |
| Related URLs: | |
| Sustainable Development Goals: | |
| Open Archives Initiative ID (OAI ID): | oai:eprints.whiterose.ac.uk:235544 |


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