Skip to main content

Advertisement

Log in

The Concerns About Recurrence Questionnaire: validation of a brief measure of fear of cancer recurrence amongst Danish and Australian breast cancer survivors

  • Published:
Journal of Cancer Survivorship Aims and scope Submit manuscript

Abstract

Purpose

Fear of cancer recurrence (FCR) is prevalent amongst survivors, and breast cancer survivors are particularly vulnerable. Currently, there are few well-validated brief measures of FCR and none specific to breast cancer. This manuscript describes the development and initial validation of a new measure of FCR for breast cancer survivors, the Concerns about Recurrence Questionnaire (CARQ), and reports its initial validation in an Australian and Danish population-based sample of breast cancer survivors.

Methods

CTT analyses explored scale reliability and validity; Rasch analyses explored model fit statistics, item bias (DIF) and local dependency. Three-item, four-item and five-item versions were considered.

Results

Two hundred eighteen Australian women aged 28–45 years diagnosed with early-stage breast cancer (stages 0–2) and 2001 Danish women diagnosed with breast cancer (stages 1–3) aged 26–70 completed the CARQ. Based on the results of both CTT and IRT analyses, the four-item English version of the scale performed best. Although the CTT analyses suggested that the CARQ-4 was reliable and valid in both samples, Rasch analyses identified item bias relative to age, and local dependence which may be remedied by further scale development.

Conclusions

The CARQ-4 English version is currently one of the most rigorously tested brief scales of FCR available.

Implications for Cancer Survivors

The availability of more valid and reliable brief measures of FCR will help to promote research and screening of FCR amongst cancer survivors.

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. Siegel R, DeSantis C, Virgo K, et al. Cancer treatment and survivorship statistics. CA Cancer J Clin. 2012;62(4):220–41.

    Article  PubMed  Google Scholar 

  2. Armes J, Crowe M, Colbourne L, et al. Patients’ supportive care needs beyond the end of cancer treatment: a prospective, longitudinal survey. J Clin Oncol. 2009;27(36):6172–9.

    Article  PubMed  Google Scholar 

  3. Hodgkinson K, Butow P, Hunt G, et al. The development and evaluation of a measure to assess cancer survivors’ unmet supportive care needs: the CaSUN (Cancer Survivors’ Unmet Needs measure). Psycho-Oncology. 2007;16(9):796–804.

    Article  CAS  PubMed  Google Scholar 

  4. Thewes B, Boyes A, Girgis A. Fear of cancer recurrence in the first year after diagnosis; results of a registry based study. Quebec: 12th World Congress of International Psycho-Oncology Society (IPOS); 2010.

    Google Scholar 

  5. Vickberg SMJ. The concerns about recurrence scale (CARS): a systematic measure of women’s fears about the possibility of breast cancer recurrence. Ann Behav Med. 2003;25(1):16–24.

    Article  PubMed  Google Scholar 

  6. Simard S, Thewes B, Humphris G, et al. Fear of cancer recurrence in adult cancer survivors: a systematic review of quantitative studies. J Cancer Survivorship. 2013. doi:10.1007/s11764-013-0272-z.

    Google Scholar 

  7. Thewes B, Butow P, Zachariae B, et al. Fear of cancer recurrence: a systematic literature review of self-report measures. Psycho-Oncology. 2012;21(6):571–87. doi:10.1002/pon.2070.

    Article  PubMed  Google Scholar 

  8. Scientific Advisory Committee of the Medical Outcomes Trust. Assessing health status and quality-of-life instruments: attributes and review criteria. Qual Life Res. 2002;11:193–205.

    Article  Google Scholar 

  9. Lipscomb J, Gotay C, Snyder C. Patient-reported outcomes in cancer: a review of recent research and policy initiatives. CA J Cancer Clin. 2007;57:278–300.

    Article  Google Scholar 

  10. Greenberg DB, Kornblith AB, Herndon JE, et al. Quality of life for adult leukemia survivors treated on clinical trials of cancer and leukemia group B during the period 1971–1988: predictors for later psychologic distress. Cancer. 1997;80(10):1936–44.

    Article  CAS  PubMed  Google Scholar 

  11. Gotay CC, Pagano IS. Assessment of survivor concerns (ASC): a newly proposed brief questionnaire. Health Qual Life Outcomes. 2007;13(5):15.

    Article  Google Scholar 

  12. Simard S, Savard J. Fear of cancer recurrence inventory: development and initial validation of a multidimensional measure of fear of cancer recurrence. Support Care Cancer. 2009;17(3):241–51.

    Article  PubMed  Google Scholar 

  13. Thewes B, Butow P, Bell ML, et al. Fear of cancer recurrence in young women with a history of early-stage breast cancer: a cross-sectional study of prevalence and association with health behaviours. Support Care Cancer. 2012;20(11):2651–9.

    Article  CAS  PubMed  Google Scholar 

  14. Christensen S, Zachariae R, Jensen A, et al. Prevalence and risk of depressive symptoms 3–4 months post-surgery in a nationwide cohort study of Danish women treated for early stage breast-cancer. Breast Cancer Res Treat. 2009;113(2):339–55.

    Article  PubMed  Google Scholar 

  15. Easterling DV, Leventhal H. Contributions of concrete cognition to emotion: neutral symptoms as elicitors of worry about cancer. J Appl Psychol. 1989;74(5):787–96.

    Article  CAS  PubMed  Google Scholar 

  16. Simard S, Savard J. Screening and psychiatric comorbidity of clinical fear of cancer recurrence. Vancouver: 4th Canadian Breast Cancer Research Alliance Reasons for Hope Scientific Conference; 2008.

    Google Scholar 

  17. Newman MG, Zuellig AR, Kachin KE, et al. Preliminary reliability and validity of the GAD-Q-IV: a revised self-report diagnostic measure of generalized anxiety disorder. Behav Ther. 2002;33:215–33.

    Article  Google Scholar 

  18. Lovibond SH, Lovibond PF. Manual for the depression anxiety stress scales. 2nd ed. Sydney: Psychology Foundation; 1995.

    Google Scholar 

  19. Conradt M, Cavanagh M, Franklin J, et al. Dimensionality of the whitely index: assessment of hypochondriasis in an Australian sample of primary cancer patients. J Psychosom Res. 2006;60:137–43.

    Article  PubMed  Google Scholar 

  20. Kincaid JP, Fishburne RP, Rogers RL, Chissom BS. Derivation of new readability formulas (automated readability index, fog count, and flesch reading ease formula) for navy enlisted personnel. Naval Air Station Memphis, TN; 1975.

  21. Fischer G, Molenaar I. Rasch models: foundations, recent developments and applications. New York: Springer Verlag; 1995.

    Book  Google Scholar 

  22. Smith EV, Smith RM. Introduction to Rasch measurement. Maple Grove: JAM Press; 2004.

    Google Scholar 

  23. Christensen KB, Kreiner S, Mesbah M. The Rasch model for dichotomous items. In: Rasch models in health. London: ISTE Ltd, Wiley; 2013. p. 5–26.

  24. Mesbah M, Kreiner S, et al. Rasch models for ordered polytomous items. In: Rasch models in health. London: ISTE Ltd, Wiley; 2013. p. 27–42.

    Chapter  Google Scholar 

  25. Kreiner S, Nielsen T. Item analysis in DIGRAM 3.04. Part I: Guided tours. Research report 2013/06. Copenhagen 2013.

  26. Nielsen T, Kreiner S. Improving items that do not fit the Rasch model: exemplified with the physical functioning scale of the SF-36. Ann Inst Stat Univ Paris Publ Inst Stat’Univ Paris. 2013;57(1–2):91–110.

    Google Scholar 

  27. Hamon A, Mesbah M. Questionnaire reliability under the Rasch model. In: Mesbah M, Cole BF, Lee MT, editors. Statistical methods for quality of life studies. Dordrecht: Kluwer Academic Publishers; 2002. p. 155–68.

    Chapter  Google Scholar 

  28. Andersen EB. A goodness of fit test for the Rasch model. Psychometrika. 1973;38:123–40.

    Article  Google Scholar 

  29. Kreiner S, Christensen KB. Analysis of local dependence and multidimensionality in graphical loglinear Rasch models. Commun Stat Theory Methods. 2004;33(6):1239–76.

    Article  Google Scholar 

  30. Benjamini Y, Hochberg Y. Controlling the false discovery rate: a practical and powerful approach to multiple testing. J R Stat Soc. 1995;57:289–300.

    Google Scholar 

  31. Kreiner S, Christensen KB. Graphical Rasch models. In: Mesbah M, Cole BF, Lee MT, editors. Statistical methods for quality of life studies. Dordrecht: Kluwer Academic Publishers; 2002. p. 187–203.

    Chapter  Google Scholar 

  32. Kreiner S, Christensen KB. Validity and objectivity in health related summated scales: analysis by graphical loglinear Rasch models. In: von Davuer M, Carstensen C, editors. Multivariate and mixture distribution Rasch models—extensions and applications. New York: Springer Verlag; 2006.

    Google Scholar 

  33. Bollen K. Structural equations with latent variables. New York: Wiley; 1989.

    Book  Google Scholar 

  34. Hu L, Bentler P. Cutoff criteria for fit indexes in covariance structure analysis: conventional criteria versus new alternatives. Struct Equ Model. 1999;6:1–55.

    Article  Google Scholar 

  35. Lambert SD, Pallant JF, Boyes AW, et al. A rasch analysis of the hospital anxiety and depression scale (HADS) among cancer survivors. Psychol Assess. 2013. doi:10.1037/a0031154.

    Google Scholar 

  36. Ong A, Bergeman C, Boker S. Resilience comes of age: defining features in later adulthood. J Pers. 2009;77(6):1777–804.

    Article  PubMed Central  PubMed  Google Scholar 

  37. Curran D, van Dongen JP, Aaronson NK, et al. Quality of life of early-stage breast cancer patients treated with radical mastectomy or breast-conserving procedures: results of EORTC trial 10801. The European Organization for Research and Treatment of Cancer (EORTC), Breast Cancer Co-operative Group (BCCG). Eur J Cancer. 1998;34(3):307–14.

    Article  CAS  PubMed  Google Scholar 

  38. Hartl K, Janni W, Kastner R, et al. Impact of medical and demographic factors on long-term quality of life and body image of breast cancer patients. Ann Oncol. 2003;14(7):1064–71.

    Article  CAS  PubMed  Google Scholar 

  39. Mast ME. Survivors of breast cancer: illness uncertainty, positive reappraisal, and emotional distress. Oncol Nurs Forum. 1998;25(3):555–62.

    CAS  PubMed  Google Scholar 

  40. Lebel S, Beattie S, Arès I, Bielajew C. Young and worried: age and fear of recurrence in breast cancer survivors. Health Psychol. 2012.

  41. de Vaus DA. Analyzing social science data: 50 key problems in data analysis. London: Sage; 2002.

    Google Scholar 

  42. Nunnally J, Bernstein IH. Psychometric theory. 3rd ed. New York: McGraw Hill; 1994.

    Google Scholar 

  43. Traub RE. Reliability for the social sciences: theory and applications. London: Sage; 1994.

    Google Scholar 

  44. Loundsbury J, Gibson L, Saudargas R, et al. Scale development. In: The psychology research handbook: a guide for graduate students and research assistants. Thousand Oaks: Sage; 2006.

    Google Scholar 

  45. van den Beuken-van Everdingen MHJ, Peters ML, de Rijke JM, et al. Concerns of former breast cancer patients about disease recurrence: a validation and prevalence study. Psycho Oncol. 2008;17(11):1137–45.

    Article  Google Scholar 

Download references

Acknowledgements

B. Thewes was supported by a National Breast Cancer Post-Doctoral Research Fellowship. This study was funded by a Union for International Cancer Control Yamagiwa-Yoshida International Cancer Grant. P. Butow was supported by a NH&MRC Research Fellowship Award. We also wish to thank the Danish Cancer Society for financial support (PP05020) and the Danish Breast cancer Cooperative Group (DBCG) for providing the clinical data for the Danish sample.

Conflict of interest

The authors have no conflicts of interest to declare.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Belinda Thewes.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Thewes, B., Zachariae, R., Christensen, S. et al. The Concerns About Recurrence Questionnaire: validation of a brief measure of fear of cancer recurrence amongst Danish and Australian breast cancer survivors. J Cancer Surviv 9, 68–79 (2015). https://doi.org/10.1007/s11764-014-0383-1

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11764-014-0383-1

Keywords

Navigation