Skip to main content

Advertisement

Log in

The Heterogeneity of Illness Behaviors in Patients with Medically Unexplained Physical Symptoms

  • Published:
International Journal of Behavioral Medicine Aims and scope Submit manuscript

Abstract

Purpose

To investigate the heterogeneity of illness behavior in patients with medically unexplained physical symptoms (MUPS), we clustered patients in regard to their degree of engaging in different aspects of illness behavior and identified related variables with these behaviors.

Method

A sample of N = 224 patients attending treatment in primary care with a history of MUPS (at least two symptoms) was investigated by analyzing different aspects of illness behavior with the self-reported number of doctor visits during the last 6 months and the Scale for the Assessment of Illness Behavior (SAIB; e.g., expression of symptoms).

Results

Two distinct clusters were identified by cluster analysis: a low (n = 106) and a high (n = 118) illness behavior clusters. The high illness behavior cluster exhibited a significantly higher rate of health anxiety than the low illness behavior cluster. Regression analysis revealed a particular effect of sex in the high illness behavior cluster: whereas being male was associated with increased illness behavior as measured by the SAIB, being female was linked to a higher number of doctor visits. Increased health anxiety was associated with the SAIB illness behavior in both clusters. Depression and anxiety did not show incremental associations with all aspects of illness behavior.

Conclusion

Knowledge of the pattern of illness behavior in patients with MUPS enables us to improve psychological treatments that directly address specific aspects of illness behavior or health anxiety. Differences between sexes in illness behaviors require more differentiated consideration in future research.

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.

Similar content being viewed by others

References

  1. Sharpe M, Mayou R, Bass C. Concepts, theories and terminology. In: Mayou R, Bass C, Sharpe M, editors. Treatment of functional somatic symptoms. Oxford: Oxford University Press; 1995. p. 3–16.

    Google Scholar 

  2. Rief W, Hessel A, Braehler E. Somatization symptoms and hypochondriacal features in the general population. Psychosom Med. 2001;63:595–602.

    Article  CAS  PubMed  Google Scholar 

  3. Jacobi F, Wittchen H-U, Holting C, Höfler M, Pfister H, Müller N, et al. Prevalence, co-morbidity and correlates of mental disorders in the general population: results from the German Health Interview and Examination Survey (GHS). Psychol Med. 2004;34:597–611.

    Article  CAS  PubMed  Google Scholar 

  4. Steinbrecher N, Koerber S, Frieser D, Hiller W. The prevalence of medically unexplained symptoms in primary care. Psychosomatics. 2011;52:263–71.

    Article  PubMed  Google Scholar 

  5. Rief W, Hiller W, Margraf J. Cognitive aspects in hypochondriasis and the somatization syndrome. J Abnorm Psychol. 1998;107:587–95.

    Article  CAS  PubMed  Google Scholar 

  6. Rief W, Broadbent E. Explaining medically unexplained symptoms-models and mechanisms. Clin Psychol Rev. 2007;27:821–41.

    Article  PubMed  Google Scholar 

  7. Rief W, Martin A, Klaiberg A, Brähler E. Specific effects of depression, panic, and somatic symptoms on illness behavior. Psychosom Med. 2005;67:596–601.

    Article  PubMed  Google Scholar 

  8. Rief W, Ihle D, Pilger F. A new approach to assess illness behaviour. J Psychosom Res. 2003;54:405–14.

    Article  PubMed  Google Scholar 

  9. Looper KJ, Kirmayer LJ. Behavioral medicine approaches to somatoform disorders. J Consult Clin Psychol. 2002;70:810–27.

    Article  PubMed  Google Scholar 

  10. Kirmayer LJ, Young A. Culture and somatization: clinical, epidemiological, and ethnographic perspectives. Psychosom Med. 1998;60:420–30.

    Article  CAS  PubMed  Google Scholar 

  11. Barsky AJ, Orav EJ, Bates DW. Somatization increases medical utilization and costs independent of psychiatric and medical comorbidity. Arch Gen Psychiatry. 2005;62:903–10.

    Article  PubMed  Google Scholar 

  12. Smith GR, Monson RA, Ray DC. Patients with multiple unexplained symptoms. Their characteristics, functional health, and health care utilization. Arch Intern Med. 1986;146:69–72.

    Article  PubMed  Google Scholar 

  13. Petrie KJ, Broadbent E. Assessing illness behaviour. J Psychosom Res. 2003;54:415–6.

    Article  PubMed  Google Scholar 

  14. Mewes R, Rief W, Brähler E, Martin A, Glaesmer H. Lower decision threshold for doctor visits as a predictor of health care use in somatoform disorders and in the general population. Gen Hosp Psychiatry. 2008;30:349–55.

    Article  PubMed  Google Scholar 

  15. Andersen NLT, Eplov LF, Andersen JT, Hjorthøj CR, Birket-Smith M. Health care use by patients with somatoform disorders: a register-based follow-up study. Psychosomatics. 2013;54:132–41.

    Article  PubMed  Google Scholar 

  16. Cleary PD, Mechanic D, Greenley JR. Sex differences in medical care utilization: an empirical investigation. J Health Soc Behav. 1982;23:106–19.

    Article  CAS  PubMed  Google Scholar 

  17. Bertakis KD, Azari R, Helms LJ, Callahan EJ, Robbins JA. Gender differences in the utilization of health care services. J Fam Pract. 2000;49:147–52.

    CAS  PubMed  Google Scholar 

  18. Barsky AJ, Delamater BA, Orav JE. Panic disorder patients and their medical care. Psychosomatics. 1999;40:50–6.

    Article  CAS  PubMed  Google Scholar 

  19. Hansen MS, Fink P, Frydenberg M, Oxhøj M-L. Use of health services, mental illness, and self-rated disability and health in medical inpatients. Psychosom Med. 2002;64:668–75.

    PubMed  Google Scholar 

  20. Simon G, Ormel J, Von Korff M, Barlow W. Health care costs associated with depressive and anxiety disorders in primary care. Am J Psychiatry. 1995;152:352–7.

    Article  CAS  PubMed  Google Scholar 

  21. Tomenson B, McBeth J, Chew-Graham CA, MacFarlane G, Davies I, Jackson J, et al. Somatization and health anxiety as predictors of health care use. Psychosom Med. 2012;74:656–64.

    Article  PubMed  Google Scholar 

  22. Jyväsjärvi S, Joukamaa M, Väisänen E, Larivaara P, Kivelä SL, Keinänen-Kiukaanniemi S. Somatizing frequent attenders in primary health care. J Psychosom Res. 2001;50:185–92.

    Article  PubMed  Google Scholar 

  23. Nanke A, Rief W. Zur Inanspruchnahme medizinischer Leistungen bei Patienten mit somatoformen Störungen [Features of health care utilization in patients with somatoform disorders]. Psychotherapeut. 2003;48:329–35.

    Article  Google Scholar 

  24. Katon W, Lin E, Von Korff M, Russo J, Lipscomb P, Bush T. Somatization: a spectrum of severity. Am J Psychiatry. 1991;148:34–40.

    Article  CAS  PubMed  Google Scholar 

  25. Kapur N, Hunt I, Lunt M, McBeth J, Creed F, Macfarlane G. Psychosocial and illness related predictors of consultation rates in primary care—a cohort study. Psychol Med. 2004;34:719–28.

    Article  CAS  PubMed  Google Scholar 

  26. Hiller W, Fichter MM. High utilizers of medical care: a crucial subgroup among somatizing patients. J Psychosom Res. 2004;56:437–43.

    Article  PubMed  Google Scholar 

  27. Rief W, Martin A, Rauh E, Zech T, Bender A. Evaluation of general practitioners’ training: how to manage patients with unexplained physical symptoms. Psychosomatics. 2006;47:304–11.

    Article  PubMed  Google Scholar 

  28. Dimsdale JE. Medically unexplained symptoms: a treacherous foundation for somatoform disorders? Psychiatr Clin North Am. 2011;34:511–3.

    Article  PubMed  Google Scholar 

  29. Meng F, Cui Y, Shen Y. Preliminary investigation on clinical features of somatoform disorders in general hospital. Chin Ment Heal J. 1999;13:67–9.

    Google Scholar 

  30. Kroenke K, Mangelsdorff D. Common symptoms in ambulatory care: incidence, evaluation, therapy, and outcome. Am J Med. 1989;86:262–6.

    Article  CAS  PubMed  Google Scholar 

  31. Rief W, Hiller W, Heuser J. SOMS—Das screening für somatoforme störungen. Manual zum fragebogen [SOMS—the screening for somatoform symptoms]. Bern: Huber-Verlag; 1997.

    Google Scholar 

  32. Rief W, Hiller W. A new approach to the assessment of the treatment effects of somatoform disorders. Psychosomatics. 2003;44:492–8.

    Article  PubMed  Google Scholar 

  33. Pilowsky I. Dimensions of hypochondriasis. Br J Psychiatry. 1967;113:89–93.

    Article  CAS  PubMed  Google Scholar 

  34. Beck AT, Steer RA. Beck depression inventory. Manual. Washington: Washington Press; 1978.

    Google Scholar 

  35. Beck AT, Epstein N, Brown G, Steer RA. An inventory for measuring clinical anxiety: psychometric properties. J Consult Clin Psychol. 1988;56:893–7.

    Article  CAS  PubMed  Google Scholar 

  36. Aldenderfer MS, Blashfield RK. Cluster analysis. Newbury Park: SAGE Publishing; 1984.

    Google Scholar 

  37. Clatworthy J, Buick D, Hankins M, Weinman J, Horne R. The use and reporting of cluster analysis in health psychology : a review. Br J Health Psychol. 2005;10:329–58.

    Article  PubMed  Google Scholar 

  38. Schendera CFG. Clusteranalyse mit SPSS. Mit Faktorenanalyse. München: Oldenbourg Wissenschaftsverlag; 2009.

    Google Scholar 

  39. Field A. Discovering statistics using IBM SPSS statistics. 4th ed. London: Sage; 2013.

    Google Scholar 

  40. Bergmann E, Kamtsiuris P. Inanspruchnahme medizinischer Leistungen [Utilization of medical services]. Gesundheitswesen. 1999;61:138–44.

    Google Scholar 

  41. Rief W, Nanke A, Emmerich J, Bender A, Zech T. Causal illness attributions in somatoform disorders: associations with comorbidity and illness behavior. J Psychosom Res. 2004;57:367–71.

    PubMed  Google Scholar 

  42. Robbins JM, Kirmayer LJ. Attributions of common somatic symptoms. Psychol Med. 1991;21:1029–45.

    Article  CAS  PubMed  Google Scholar 

  43. Martin A, Rief W. Relevance of cognitive and behavioral factors in medically unexplained syndromes and somatoform disorders. Psychiatr Clin North Am. 2011;34:565–78.

    Article  PubMed  Google Scholar 

  44. Kroenke K, Spitzer RL, DeGruy FV, Hahn SR, Linzer M, Williams JBW, et al. Multisomatoform disorder: an alternative to undifferentiated somatoform disorder for the somatizing patient. Arch Gen Psychiatry. 1997;54:352–8.

    Article  CAS  PubMed  Google Scholar 

  45. Mechanic D. Sex, illness, illness behavior, and the use of health services. Soc Sci Med. 1978;12:207–14.

    Article  Google Scholar 

  46. Sierra Hernandez CA, Han C, Oliffe JL, Ogrodniczuk JS. Understanding help-seeking among depressed men. Psychol Men Masculinity. 2014;15:346–54.

    Article  Google Scholar 

Download references

Acknowledgments

This study has been supported by a grant from the German Ministry of Education and Research BMBF (Head of the Project W. Rief).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Frauke Dorothee Weiss.

Ethics declarations

This study was approved by the Philipps University of Marburg Ethics Committee. All procedures performed in this study were in accordance with the ethical standards of the institutional research committee and with the 1964 Helsinki Declaration and its later amendments.

Conflict of Interest

The authors declare that they have no conflict of interest.

Informed Consent

Informed consent was obtained from all individual participants included in the study.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Weiss, F.D., Rief, W., Martin, A. et al. The Heterogeneity of Illness Behaviors in Patients with Medically Unexplained Physical Symptoms. Int.J. Behav. Med. 23, 319–326 (2016). https://doi.org/10.1007/s12529-015-9533-8

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s12529-015-9533-8

Keywords

Navigation