Skip to main content
Log in

Adaptation to Early Knee Osteoarthritis: The Role of Risk, Resilience, and Disease Severity on Pain and Physical Functioning

  • Original Article
  • Published:
Annals of Behavioral Medicine

Abstract

Background

Radiographic joint changes are used to diagnose osteoarthritis; however, they alone do not adequately predict who experiences symptoms.

Purpose

To examine psychological risk and resilience factors in combination with an objective indicator of disease severity (knee X-rays) to determine what factors best account for pain and physical functioning in an early knee osteoarthritis (KOA) population.

Methods

Structural equation modeling was used to analyze data from 275 men and women with early KOA.

Results

Structural equation modeling yielded a fair to good fit of the data, suggesting that both risk and resilience were important in predicting pain and physical functioning over and above disease severity in the expected directions. Resilience’s effect on pain was mediated through self-efficacy, suggesting that higher self-efficacy was linked to lower pain and better physical functioning.

Conclusions

Results provide an integrative model of adjustment to early KOA and may be important to the prevention of disability in this population.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2

Similar content being viewed by others

Notes

  1. It was determined that the fit of the CFA model was worsened with the CES-D positive affect subscale in the model and was ultimately omitted. The CES-D negative affect subscale, on the other hand, improved the fit of the CFA model over and above the model fit with the full CES-D measure included. Therefore, this subscale was utilized in this study within the risk factor. No other variations of the measurement model were tested.

  2. This value was rescaled by dividing each value by 100 so that the range of this measure would be more similar to the other variables in the model.

  3. This value was rescaled by dividing each averaged value by 553 so that the range of this measure would be more similar to the other variables in the model.

References

  1. Felson DT, Zhang Y. An update on the epidemiology of knee and hip osteoarthritis with a view to prevention. Arthritis Rheum. 1998; 418: 1343–1355.

    Article  PubMed  Google Scholar 

  2. Williams DA, Farrell MJ, Cunningham J, et al. Knee pain and radiographic osteoarthritis interact in the prediction of levels of self-reported disability. Arthritis Rheum. 2004; 514: 558–561.

    Article  PubMed  Google Scholar 

  3. Creamer P, Lethbridge-Cejku M, Hochberg MC. Factors associated with functional impairment in symptomatic knee osteoarthritis. Rheumatology (Oxford). 2000; 395: 490–496.

    Article  Google Scholar 

  4. van Baar ME, Dekker J, Lemmens JA, Oostendorp RA, Bijlsma JW. Pain and disability in patients with osteoarthritis of hip or knee: The relationship with articular, kinesiological, and psychological characteristics. J Rheumatol. 1998; 251: 125–133.

    PubMed  Google Scholar 

  5. Felson DT, Lawrence RC, Dieppe PA, et al. Osteoarthritis: New insights. Part 1: The disease and its risk factors. Ann Intern Med. 2000; 1339: 635–646.

    PubMed  Google Scholar 

  6. Hannan MT, Felson DT, Pincus T. Analysis of the discordance between radiographic changes and knee pain in osteoarthritis of the knee. J Rheumatol. 2000; 276: 1513–1517.

    PubMed  Google Scholar 

  7. Lorish CD, Abraham N, Austin J, Bradley LA, Alarcon GS. Disease and psychosocial factors related to physical functioning in rheumatoid arthritis. J Rheumatol. 1991; 188: 1150–1157.

    PubMed  Google Scholar 

  8. McFarlane AC, Brooks PM. Determinants of disability in rheumatoid arthritis. Br J Rheumatol. 1988; 271: 7–14.

    Article  PubMed  Google Scholar 

  9. Cacioppo JT, Gardner WL. Emotion. Annu Rev Psychol. 1999; 50: 191–214.

    Article  PubMed  Google Scholar 

  10. Reich JW, Zautra AJ, Davis MC. Dimensions of affect relationships: Models and their integrative implications. Rev Gen Psychol. 2003; 71: 66–83.

    Article  Google Scholar 

  11. Zautra AJ, Johnson LM, Davis MC. Positive affect as a source of resilience for women in chronic pain. J Consult Clin Psychol. 2005; 732: 212–220.

    Article  PubMed  Google Scholar 

  12. Turk DC. A diathesis-stress model of chronic pain and disability following traumatic injury. Pain Res Man. 2002; 71: 9–19.

    Google Scholar 

  13. Keefe FJ, Smith SJ, Buffington AL, Gibson J, Studts JL, Caldwell DS. Recent advances and future directions in the biopsychosocial assessment and treatment of arthritis. J Consult Clin Psychol. 2002; 703: 640–655.

    Article  PubMed  Google Scholar 

  14. Zautra AJ, Smith BW. Depression and reactivity to stress in older women with rheumatoid arthritis and osteoarthritis. Psychosom Med. 2001; 634: 687–696.

    PubMed  Google Scholar 

  15. Canli T, Zhao Z, Desmond JE, Kang E, Gross J, Gabrieli JD. An fMRI study of personality influences on brain reactivity to emotional stimuli. Behav Neurosci. 2001; 1151: 33–42.

    Article  PubMed  Google Scholar 

  16. Watson D, Clark LA. On traits and temperament: General and specific factors of emotional experience and their relation to the five-factor model. J Pers. 1992; 602: 441–476.

    Article  PubMed  Google Scholar 

  17. Creamer P, Lethbridge-Cejku M, Costa P, Tobin JD, Herbst JH, Hochberg MC. The relationship of anxiety and depression with self-reported knee pain in the community: Data from the Baltimore Longitudinal Study of Aging. Arthritis Care Res. 1999; 121: 3–7.

    Article  PubMed  Google Scholar 

  18. Feldman SI, Downey G, Schaffer-Neitz R. Pain, negative mood, and perceived support in chronic pain patients: A daily diary study of people with reflex sympathetic dystrophy syndrome. J Consult Clin Psychol. 1999; 675: 776–785.

    Article  PubMed  Google Scholar 

  19. Gaynes BN, Burns BJ, Tweed DL, Erickson P. Depression and health-related quality of life. J Nerv Ment Dis. 2002; 19012: 799–806.

    Article  PubMed  Google Scholar 

  20. Charles ST, Gatz M, Pedersen NL, Dahlberg L. Genetic and behavioral risk factors for self-reported joint pain among a population-based sample of Swedish twins. Health Psychol. 1999; 186: 644–654.

    Article  PubMed  Google Scholar 

  21. Fisher MN, Snih SA, Ostir GV, Goodwin JS. Positive affect and disability among older Mexican Americans with arthritis. Arthritis Rheum. 2004; 511: 34–39.

    Article  PubMed  Google Scholar 

  22. Villanueva I, Cornett M, Yocum D, Castro WL. Living healthy with arthritis: Individual's positive affect predicts outcomes of a community based multidisciplinary interventional program focusing on wellness and preventive care in arthritis. Arthritis Rheum. 1999; 42: S1244.

    Google Scholar 

  23. Rozanski A, Kubzansky LD. Psychologic functioning and physical health: A paradigm of flexibility. Psychosom Med. 2005; 67Suppl 1: S47–S53.

    Article  PubMed  Google Scholar 

  24. Ryan RM, Frederick C. On energy, personality, and health: Subjective vitality as a dynamic reflection of well-being. J Pers. 1997; 653: 529–565.

    Article  PubMed  Google Scholar 

  25. Porter LS, Gil KM, Carson JW, Anthony KK, Ready J. The role of stress and mood in sickle cell disease pain: An analysis of daily diary data. J Health Psychol. 2000; 51: 53–63.

    Article  Google Scholar 

  26. Asghari A, Nicholas MK. Personality and pain-related beliefs/coping strategies: A prospective study. Clin J Pain. 2006; 221: 10–18.

    Article  PubMed  Google Scholar 

  27. Maly MR, Costigan PA, Olney SJ. Determinants of self efficacy for physical tasks in people with knee osteoarthritis. Arthritis Rheum. 2006; 551: 94–101.

    Article  PubMed  Google Scholar 

  28. Turner JA, Ersek M, Kemp C. Self-efficacy for managing pain is associated with disability, depression, and pain coping among retirement community residents with chronic pain. J Pain. 2005; 67: 471–479.

    Article  PubMed  Google Scholar 

  29. Engel C, Hamilton NA, Potter P, Zautra AJ. Impact of two types of expectancy on recovery from total knee replacement surgery (TRK) in adults with osteoarthritis. Behav Med. 2004; 30: 113–123.

    Article  PubMed  Google Scholar 

  30. Fredrickson BL. The role of positive emotions in positive psychology. The broaden-and-build theory of positive emotions. Am Psychol. 2001; 563: 218–226.

    Article  PubMed  Google Scholar 

  31. Ingledew DK, Markland D, Sheppard KE. Personality and self-determination of exercise behavior. Pers Ind Diff. 2004; 368: 1921–1932.

    Article  Google Scholar 

  32. Lazarus R, Folkman S. Stress, Appraisal, and Coping. New York: Springer; 1984.

    Google Scholar 

  33. Goubert L, Crombez G, Van Damme S. The role of neuroticism, pain catastrophizing and pain-related fear in vigilance to pain: A structural equations approach. Pain. 2004; 1073: 234–241.

    Article  PubMed  Google Scholar 

  34. Vlaeyen JW, Linton SJ. Fear-avoidance and its consequences in chronic musculoskeletal pain: A state of the art. Pain. 2000; 853: 317–332.

    Article  PubMed  Google Scholar 

  35. Kellgren JH, Lawrence JS. Radiological assessment of osteo-arthrosis. Ann Rheum Dis. 1957; 164: 494–502.

    Article  PubMed  Google Scholar 

  36. Bellamy N, Buchanan WW, Goldsmith CH, Campbell J, Stitt LW. Validation study of WOMAC: A health status instrument for measuring clinically important patient relevant outcomes to antirheumatic drug therapy in patients with osteoarthritis of the hip or knee. J Rheumatol. 1988; 1512: 1833–1840.

    PubMed  Google Scholar 

  37. Radloff LS. The CES-D scale: A self-report depression scale for research in the general population. Appl Psychol Meas. 1977; 13: 385–401.

    Article  Google Scholar 

  38. McCrae RR, Costa PT. Handbook of Personality: Theory and Research. New York, NY: Guilford; 1999.

    Google Scholar 

  39. Ware JE Jr., Sherbourne CD. The MOS 36-item short-form health survey (SF-36). I. Conceptual framework and item selection. Med Care. 1992; 306: 473–483.

    Article  PubMed  Google Scholar 

  40. Watson D, Pennebaker JW. Health complaints, stress, and distress: Exploring the central role of negative affect. Psychol Rev. 1989; 96: 234–254.

    Article  PubMed  Google Scholar 

  41. Lorig K, Chastain RL, Ung E, Shoor S, Holman HR. Development and evaluation of a scale to measure perceived self-efficacy in people with arthritis. Arthritis Rheum. 1989; 321: 37–44.

    Article  PubMed  Google Scholar 

  42. Ainsworth BE, Haskell WL, Leon AS, et al. Compendium of physical activities: Classification of energy costs of human physical activities. Med Sci Sports Exerc. 1993; 251: 71–80.

    Article  PubMed  Google Scholar 

  43. Moskowitz JT, Epel ES, Acree M. Positive affect uniquely predicts lower risk of mortality in people with diabetes. Health Psychol. 2008; 271 Suppl: S73–S82.

    Article  PubMed  Google Scholar 

  44. Sheehan TJ, Fifield J, Reisine S, Tennen H. The measurement structure of the Center for Epidemiologic Studies Depression Scale. J Pers Assess. 19995; 643: 507–521.

    Article  Google Scholar 

  45. Bowles HR, Fitzgerald SJ, Morrow JR, Jackson AW, Blair SN. Construct validity of self-reported historical physical activity. Am J Epidemiol. 2004; 1603: 279–286.

    Article  PubMed  Google Scholar 

  46. Jurca R, Jackson AS, LaMonte MJ, et al. Assessing cardiovascular fitness without performing exercise testing. Am J Prev Med. 2005; 293: 185–193.

    Article  PubMed  Google Scholar 

  47. Innes E, Straker L. Reliability of work-related assessments. Work. 1999; 132: 107–124.

    PubMed  Google Scholar 

  48. Reneman MF, Jaegers SM, Westmaas M, Goeken LN. Test–retest reliability of lifting and carrying in a 2-day Functional Capacity Evaluation. J Occup Rehab. 2002; 124: 269–275.

    Article  Google Scholar 

  49. Browne MW, Cudeck R. Alternative ways of assessing model fit. Soc Meth Res. 1992; 212: 230–258.

    Article  Google Scholar 

  50. Muthén LK, Muthén BO. Mplus User's Guide. 4th ed. Los Angeles: Muthén and Muthén; 2005.

    Google Scholar 

  51. Affleck G, Tennen H, Keefe FJ, et al. Everyday life with osteoarthritis or rheumatoid artphritis: Independent effects of disease and gender on daily pain, mood and coping. Pain. 1999; 833: 601–609.

    Article  PubMed  Google Scholar 

  52. Thomas E, Peat G, Harris L, Wilkie R, Croft PR. The prevalence of pain and pain interference in a general population of older adults: Cross-sectional findings from the North Staffordshire Osteoarthritis Project (NorStOP). Pain. 2004; 1101–2: 361–368.

    Article  PubMed  Google Scholar 

  53. Fournier M, de Ridder D, Bensing J. Optimism and adaptation to chronic disease: The role of optimism in relation to self-care options of type-1 diabetes mellitus, rheumatoid arthritis, and multiple sclerosis. Br J Health Psychol. 2002; 74: 409–432.

    Article  PubMed  Google Scholar 

  54. Keefe FJ, Blumenthal J, Baucom D, et al. Effects of spouse-assisted coping skills training and exercise training in patients with osteoarthritic knee pain: A randomized controlled study. Pain. 2004; 110: 539–549.

    Article  PubMed  Google Scholar 

  55. Carstensen LL, Pasupathi M, Mayr U, Nesselroade JR. Emotional experience in everyday life across the adult life span. J Pers Soc Psychol. 2000; 794: 644–655.

    Article  PubMed  Google Scholar 

  56. Gureje O, Simon GE, Von Korff M. A cross-national study of the course of persistent pain in primary care. Pain. 2001; 921–2: 195–200.

    Article  PubMed  Google Scholar 

  57. France CR, Keefe FJ, Emery CF, et al. Laboratory pain perception and clinical pain in post-menopausal women and age-matched men with osteoarthritis: Relationship to pain coping and hormonal status. Pain. 2004; 1123: 274–281.

    Article  PubMed  Google Scholar 

  58. Jette AM, Keysor JJ. Disability models: Implications for arthritis exercise and physical activity interventions. Arthritis Rheum. 2003; 491: 114–120.

    Article  PubMed  Google Scholar 

  59. Keefe FJ, Caldwell DS, Baucom D, et al. Spouse-assisted coping skills training in the management of knee pain in osteoarthritis: Long-term followup results. Arth Care Res. 1999; 122: 101–111.

    Article  Google Scholar 

  60. Stephens MAP, Druley JA, Zautra AJ. Older adult’s recovery from surgery for osteoarthritis of the knee: Psychosocial resources and constraints as predictors of outcomes. Health Psychol. 2002; 21: 377–383.

    Article  PubMed  Google Scholar 

  61. Cross MJ, March LM, Lapsley HM, Byrne E, Brooks PM. Patient self-efficacy and health locus of control: Relationships with health status and arthritis-related expenditures. Rheumatology. 2006; 451: 92–96.

    Article  PubMed  Google Scholar 

  62. Kroner-Herwig B, Jakle C, Frettloh PK, Seeman H, Franz C, Basler HD. Predicting subjective disability in chronic pain patients. Int J Behav Med. 1996; 31: 30–41.

    Article  PubMed  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Lisa Johnson Wright Ph.D..

About this article

Cite this article

Wright, L.J., Zautra, A.J. & Going, S. Adaptation to Early Knee Osteoarthritis: The Role of Risk, Resilience, and Disease Severity on Pain and Physical Functioning. ann. behav. med. 36, 70–80 (2008). https://doi.org/10.1007/s12160-008-9048-5

Download citation

  • Received:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s12160-008-9048-5

Keywords

Navigation