Association between perceived stress and the risk of continued opioid use after total hip arthroplasty in patients with osteoarthritis: a Danish registry-based study of 1,727 individuals
DOI:
https://doi.org/10.2340/17453674.2025.44759Keywords:
Arthroplasty, Hip, Opioid, Osteoporosis, StressAbstract
Background and purpose: Continued opioid use persists in up to one-third of patients 12 months after total hip arthroplasty (THA). Psychological factors, including stress, may influence pain and therefore opioid consumption, yet the effect of stress history on opioid use after THA remains unclear. We aimed to examine the association between perceived stress and the risk of continued opioid use following THA in patients with osteoarthritis.
Methods: Based on data from the Danish National Health Surveys in 2013 and 2017, a total of 1,727 individuals completed the Perceived Stress Scale and later underwent THA, tracked through the Danish Hip Arthroplasty Registry. All were over the age of 35. Patients were classified by stress level (high vs low stress). Continued opioid use was defined as ≥ 2 opioid prescriptions 1–12 months post-surgery, recorded in the Danish National Prescription Database. Adjusted prevalence differences and adjusted prevalence ratios were calculated using log-binomial regression, controlling for sex, age, comorbidities, and education.
Results: Of 258 patients with high stress level, 68 (26%) had continued opioid use, compared with 224 (15%) of the 1,469 patients with a low level. We showed higher ratios in high stress patients (adjusted prevalence difference 9.2; 95% confidence interval [CI] 3.6–14.8, adjusted prevalence ratio 1.5 [CI 1.2–1.9]). Median morphine milligram equivalents (MME) were higher for high stress with a median difference of 1,230 (interquartile range 1,025–3,745).
Conclusion: High levels of perceived stress before THA are associated with a higher risk of continued opioid use and greater opioid consumption in the first postoperative year. These findings suggest the potential for preoperative stress screening and targeted interventions to reduce postoperative opioid use.
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DeKeyser G J, Anderson M B, Meeks H D, Pelt C E, Peters C L, Gililland J M. Socioeconomic status may not be a risk factor for periprosthetic joint infection. J Arthroplasty 2020; 35(7): 1900-5. doi: 10.1016/j.arth.2020.02.058. DOI: https://doi.org/10.1016/j.arth.2020.02.058
Rajamaki T J, Moilanen T, Puolakka P A, Hietaharju A, Jamsen E. Is the preoperative use of antidepressants and benzodiazepines associated with opioid and other analgesic use after hip and knee arthroplasty? Clin Orthop Relat Res 2021; 479(10): 2268-80. doi: 10.1097/CORR.0000000000001793. DOI: https://doi.org/10.1097/CORR.0000000000001793
Dwyer M K, Tumpowsky C M, Hiltz N L, Lee J, Healy W L, Bedair H S. Characterization of post-operative opioid use following total joint arthroplasty. J Arthroplasty 2018; 33(3): 668-72. doi: 10.1016/j.arth.2017.10.011. DOI: https://doi.org/10.1016/j.arth.2017.10.011
Kleno A N, Sorensen H T, Pedersen A B. Time trends in use of non-steroidal anti-inflammatory drugs and opioids one year after total hip arthroplasty due to osteoarthritis during 1996-2018: a population-based cohort study of 103,209 patients. Osteoarthritis Cartilage 2022; 30(10): 1376-84. doi: 10.1016/j.joca.2022.07.006. DOI: https://doi.org/10.1016/j.joca.2022.07.006
Paul A K, Smith C M, Rahmatullah M, Nissapatorn V, Wilairatana P, Spetea M, et al. Opioid analgesia and Opioid-Induced Adverse Effects: A Review. Pharmaceuticals 2021; 14(11). doi: 10.3390/ph14111091. DOI: https://doi.org/10.3390/ph14111091
Simonsson J, Bulow E, Svensson Malchau K, Nyberg F, Berg U, Rolfson O. Worse patient-reported outcomes and higher risk of reoperation and adverse events after total hip replacement in patients with opioid use in the year before surgery: a Swedish register-based study on 80,483 patients. Acta Orthop 2022; 93: 190-7. doi: 10.2340/17453674.2021.1021. DOI: https://doi.org/10.2340/17453674.2021.1021
MacLean R R, Armstrong J L, Sofuoglu M. Stress and opioid use disorder: A systematic review. Addict Behav 2019; 98(106010. doi: 10.1016/j.addbeh.2019.05.034. DOI: https://doi.org/10.1016/j.addbeh.2019.05.034
Prentice H A, Inacio M C S, Singh A, Namba R S, Paxton E W. Preoperative risk factors for opioid utilization after total hip arthroplasty. J Bone Joint Surg Am 2019; 101(18): 1670-8. doi: 10.2106/JBJS.18.01005. DOI: https://doi.org/10.2106/JBJS.18.01005
Wu L, Li M, Zeng Y, Si H, Liu Y, Yang P, et al. Prevalence and risk factors for prolonged opioid use after total joint arthroplasty: a systematic review, meta-analysis, and meta-regression. Arch Orthop Trauma Surg 2021; 141(6): 907-15. doi: 10.1007/s00402-020-03486-4. DOI: https://doi.org/10.1007/s00402-020-03486-4
Eskildsen A, Dalgaard V L, Nielsen K J, Andersen J H, Zachariae R, Olsen L R, et al. Cross-cultural adaptation and validation of the Danish consensus version of the 10-item Perceived Stress Scale. Scand J Work Environ Health 2015; 41(5): 486-90. doi: 10.5271/sjweh.3510. DOI: https://doi.org/10.5271/sjweh.3510
Thoits P A. Mechanisms linking social ties and support to physical and mental health. J Health Soc Behav 2011; 52(2): 145-61. doi: 10.1177/0022146510395592. DOI: https://doi.org/10.1177/0022146510395592
Cohen S, Kamarck T, Mermelstein R. A global measure of perceived stress. J Health Soc Behav 1983; 24(4):385-96 DOI: https://doi.org/10.2307/2136404
Benchimol E I, Smeeth L, Guttmann A, Harron K, Moher D, Petersen I, et al. The REporting of studies Conducted using Observational Routinely-collected health Data (RECORD) Statement. PLOS Medicine 2015; 12(10): e1001885. doi: 10.1371/journal.pmed.1001885. DOI: https://doi.org/10.1371/journal.pmed.1001885
Christensen A I, Lau C J, Kristensen P L, Johnsen S B, Wingstrand A, Friis K, et al. The Danish National Health Survey: Study design, response rate and respondent characteristics in 2010, 2013 and 2017. Scand J Public Health 2022; 50(2): 180-8. doi: 10.1177/1403494820966534. DOI: https://doi.org/10.1177/1403494820966534
Nielsen M G, Ornbol E, Vestergaard M, Bech P, Larsen F B, Lasgaard M, et al. The construct validity of the Perceived Stress Scale. J Psychosom Res 2016; 84: 22-30. doi: 10.1016/j.jpsychores.2016.03.009. DOI: https://doi.org/10.1016/j.jpsychores.2016.03.009
Pedersen A B, Baggesen L M, Ehrenstein V, Pedersen L, Lasgaard M, Mikkelsen E M. Perceived stress and risk of any osteoporotic fracture. Osteoporos Int 2016; 27(6): 2035-45. doi: 10.1007/s00198-016-3490-1. DOI: https://doi.org/10.1007/s00198-016-3490-1
Cohen S, Janicki–Deverts D. Who’s stressed? Distributions of psychological stress in the United States in probability samples from 1983, 2006, and 20091. Journal of Applied Social Psychology 2012; 42(6): 1320-34. doi: 10.1111/j.1559-1816.2012.00900.x. DOI: https://doi.org/10.1111/j.1559-1816.2012.00900.x
Nielsen N R, Kristensen T S, Schnohr P, Gronbaek M. Perceived stress and cause-specific mortality among men and women: results from a prospective cohort study. Am J Epidemiol 2008; 168(5): 481-91; discussion 92-6. doi: 10.1093/aje/kwn157. DOI: https://doi.org/10.1093/aje/kwn157
Nielsen L, Curtis T, Kristensen T S, Rod Nielsen N. What characterizes persons with high levels of perceived stress in Denmark? A national representative study. Scand J Public Health 2008; 36(4): 369-79. doi: 10.1177/1403494807088456. DOI: https://doi.org/10.1177/1403494807088456
Jivraj N K, Raghavji F, Bethell J, Wijeysundera D N, Ladha K S, Bateman B T, et al. Persistent postoperative opioid use: A systematic literature search of definitions and population-based cohort study. Anesthesiology 2020; 132(6): 1528-39. doi: 10.1097/ALN.0000000000003265. DOI: https://doi.org/10.1097/ALN.0000000000003265
Nielsen S, Degenhardt L, Hoban B, Gisev N. A synthesis of oral morphine equivalents (OME) for opioid utilisation studies. Pharmacoepidemiol Drug Saf 2016; 25(6): 733-7. doi: 10.1002/pds.3945. DOI: https://doi.org/10.1002/pds.3945
Christensen R, Ranstam J, Overgaard S, Wagner P. Guidelines for a structured manuscript: Statistical methods and reporting in biomedical research journals. Acta Orthop 2023; 94: 243-9. doi: 10.2340/17453674.2023.11656. DOI: https://doi.org/10.2340/17453674.2023.11656
Kristiansen E B, Pedersen A B. Variation in risk of opioid therapy and association with mortality following hip or knee arthroplasty: an analysis based on 14 different definitions. Acta Orthop 2025; 96: 664-70. doi: 10.2340/17453674.2025.44572. DOI: https://doi.org/10.2340/17453674.2025.44572
Treede R-D, Rief W, Barke A, Aziz Q, Bennett M I, Benoliel R, et al. A classification of chronic pain for ICD-11. PAIN 2015; 156(6): 1003-7. doi: 10.1097/j.pain.0000000000000160. DOI: https://doi.org/10.1097/j.pain.0000000000000160
Tay H P, Wang X, Narayan S W, Penm J, Patanwala A E. Persistent postoperative opioid use after total hip or knee arthroplasty: A systematic review and meta-analysis. Am J Health Syst Pharm 2022; 79(3): 147-64. doi: 10.1093/ajhp/zxab367. DOI: https://doi.org/10.1093/ajhp/zxab367
Debbi E M, Krell E C, Sapountzis N, Chiu Y F, Lyman S, Joseph A D, et al. Predicting post-Discharge opioid consumption after total hip and knee arthroplasty in the opioid-naive patient. J Arthroplasty 2022; 37(8S): S830-S5 e3. doi: 10.1016/j.arth.2022.02.011. DOI: https://doi.org/10.1016/j.arth.2022.02.011
Carroll I R, Hah J M, Barelka P L, Wang C K, Wang B M, Gillespie M J, et al. Pain duration and resolution following surgery: An inception cohort study. Pain Med 2015; 16(12): 2386-96. doi: 10.1111/pme.12842. DOI: https://doi.org/10.1111/pme.12842
Michou M, Panagiotakos D B, Lionis C, Costarelli V. Low health literacy and perceived stress in adults: is there a link? Cent Eur J Public Health 2021; 29(3): 195-200. doi: 10.21101/cejph.a6692. DOI: https://doi.org/10.21101/cejph.a6692
Lamidi E O. Trends in self-rated health by union status and education, 2000-2018. SSM Popul Health 2020; 11(100616. doi: 10.1016/j.ssmph.2020.100616. DOI: https://doi.org/10.1016/j.ssmph.2020.100616
Darin-Mattsson A, Fors S, Kareholt I. Different indicators of socioeconomic status and their relative importance as determinants of health in old age. Int J Equity Health 2017; 16(1):173. doi: 10.1186/s12939-017-0670-3. DOI: https://doi.org/10.1186/s12939-017-0670-3
Cleveland R J, Schwartz T A, Prizer L P, Randolph R, Schoster B, Renner J B, et al. Associations of educational attainment, occupation, and community poverty with hip osteoarthritis. Arthritis Care Res (Hoboken) 2013; 65(6):954-61. doi: 10.1002/acr.21920. DOI: https://doi.org/10.1002/acr.21920
DHR, Danish Hip Arthroplasty Register; 2021 National Annual Report. 2021.
Jensen S S, Gadgaard N R, Jensen H A R, Wang L, Pedersen A B. Representativeness of participants in the Danish National Health Survey across 422,371 orthopedic surgeries: a study of hip and knee arthroplasty and hip fracture patients. Arch Orthop Trauma Surg 2025; 145(1): 319. doi: 10.1007/s00402-025-05924-7. DOI: https://doi.org/10.1007/s00402-025-05924-7
Kleno A S, Mechlenburg I, Gademan M G J, Sorensen H T, Pedersen A B. Do sex, age, and comorbidities modify the association of socioeconomic status and opioid use after total hip arthroplasty?: a population-based study from the Danish Hip Arthroplasty Register. Acta Orthop 2024; 95: 233-42. doi: 10.2340/17453674.2024.40708. DOI: https://doi.org/10.2340/17453674.2024.40708
Jensen H A R, Lau C J, Davidsen M, Feveile H B, Christensen A I, Ekholm O. The impact of non-response weighting in health surveys for estimates on primary health care utilization. Eur J Public Health 2022; 32(3): 450-5. doi: 10.1093/eurpub/ckac032. DOI: https://doi.org/10.1093/eurpub/ckac032
Harris K M, Gaffey A E, Schwartz J E, Krantz D S, Burg M M. The Perceived Stress Scale as a measure of stress: Decomposing score variance in longitudinal behavioral medicine studies. Ann Behav Med 2023; 57(10): 846-54. doi: 10.1093/abm/kaad015. DOI: https://doi.org/10.1093/abm/kaad015
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