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The Minneapolis-Manchester Quality of Life Instrument: reliability and validity of the Adult Form in cancer survivors

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Abstract

Purpose

Childhood cancer survivors are at risk for deficits in health-related quality of life (HRQL) as they age. Youth (8–12 years) and adolescent (13–20 years) versions of the Minneapolis-Manchester Quality of Life Instrument (MMQL) have been developed to address survivor-specific issues and are currently in use; the MMQL-Adult Form has now been developed to assess HRQL in childhood cancer survivors aged 21–55 years.

Methods

The MMQL-Adult Form was administered to 499 adults: 65 cancer patients on-therapy, 107 off-therapy, and 327 healthy controls. Forty-four percent of patients were under 30 years old at cancer diagnosis. Principal components analysis was performed. We evaluated internal consistency reliability, stability (re-administration of the MMQL-Adult Form 2 weeks later), construct validity (concurrent administration of the SF-36), and known-groups validity (score comparisons across the three groups).

Results

Principal components analysis resulted in retention of 44 items across six scales: social functioning, physical functioning, cognitive functioning, outlook on life, body image, and psychological functioning. Internal consistency (Cronbach’s α) was 0.80–0.90 for individual scales and 0.95 overall. Strong intraclass correlations (0.98 overall) indicated high stability. The MMQL-Adult Form distinguished between known groups; healthy controls scored better than patients on four of six scales. The MMQL-Adult Form scales correlated highly with similar SF-36 scales, demonstrating construct validity.

Conclusions

The MMQL-Adult Form is a reliable and valid self-report instrument for measuring multidimensional HRQL in cancer survivors. Development of this instrument ensures availability of a tool enabling cross-sectional and longitudinal assessment of HRQL in childhood cancer survivors as they age.

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References

  1. Howlader, N., Noone, A. M., Krapcho, M., Miller, D., Bishop, K., Altekruse, S. F., et al. (eds). SEER Cancer Statistics Review, 1975-2013. Bethesda, MD: National Cancer Institute. Retrieved December 14, 2016 from http://seer.cancer.gov/csr/1975_2013/, based on November 2015 SEER data submission, posted to the SEER web site, April 2016.

  2. Hudson, M. M., Ness, K. K., Gurney, J. G., Mulrooney, D. A., Chemaitilly, W., Krull, K. R., et al. (2013). Clinical ascertainment of health outcomes among adults treated for childhood cancer. JAMA, 309(22), 2371–2381. doi:10.1001/jama.2013.6296.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  3. Robison, L. L., & Hudson, M. M. (2014). Survivors of childhood and adolescent cancer: life-long risks and responsibilities. Nature Reviews Cancer, 14(1), 61–70. doi:10.1038/nrc3634.

    Article  CAS  PubMed  Google Scholar 

  4. Tai, E., Buchanan, N., Townsend, J., Fairley, T., Moore, A., & Richardson, L. C. (2012). Health status of adolescent and young adult cancer survivors. Cancer, 118(19), 4884–4891. doi:10.1002/cncr.27445.

    Article  PubMed  PubMed Central  Google Scholar 

  5. Armstrong, G. T., Kawashima, T., Leisenring, W., Stratton, K., Stovall, M., Hudson, M. M., et al. (2014). Aging and risk of severe, disabling, life-threatening, and fatal events in the childhood cancer survivor study. Journal of Clinical Oncology, 32(12), 1218–1227. doi:10.1200/JCO.2013.51.1055.

    Article  PubMed  PubMed Central  Google Scholar 

  6. Ayanian, J. Z., & Jacobsen, P. B. (2006). Enhancing research on cancer survivors. Journal of Clinical Oncology, 24(32), 5149–5153. doi:10.1200/JCO.2006.06.7207.

    Article  PubMed  Google Scholar 

  7. Yeh, J. M., Hanmer, J., Ward, Z. J., Leisenring, W. M., Armstrong, G. T., Hudson, M. M., et al. (2016). Chronic conditions and utility-based health-related quality of life in adult childhood cancer survivors. Journal of the National Cancer Institute. doi:10.1093/jnci/djw046.

    Google Scholar 

  8. Quinn, G. P., Goncalves, V., Sehovic, I., Bowman, M. L., & Reed, D. R. (2015). Quality of life in adolescent and young adult cancer patients: a systematic review of the literature. Patient Related Outcome Measures, 6, 19–51. doi:10.2147/prom.s51658.

    Article  PubMed  PubMed Central  Google Scholar 

  9. Ware, J. E., Kosinski, M., & Gandek, B. (1993). SF-36 health survey manual and interpretation guide. Boston: New England Medical Center, The Health Institute.

    Google Scholar 

  10. Aaronson, N. K., Ahmedzai, S., Bergman, B., Bullinger, M., Cull, A., Duez, N. J., et al. (1993). The European Organization for Research and Treatment of Cancer QLQ-C30: a quality-of-life instrument for use in international clinical trials in oncology. Journal of the National Cancer Institute, 85(5), 365–376.

    Article  CAS  PubMed  Google Scholar 

  11. Cella, D. F., Tulsky, D. S., Gray, G., Sarafian, B., Linn, E., Bonomi, A., et al. (1993). The Functional Assessment of Cancer Therapy scale: Development and validation of the general measure. Journal of Clinical Oncology, 11(3), 570–579.

    Article  CAS  PubMed  Google Scholar 

  12. Schipper, H., Clinch, J., McMurray, A., & Levitt, M. (1984). Measuring the quality of life of cancer patients: the Functional Living Index-Cancer: development and validation. Journal of Clinical Oncology, 2(5), 472–483.

    Article  CAS  PubMed  Google Scholar 

  13. Gotay, C. C., & Muraoka, M. Y. (1998). Quality of life in long-term survivors of adult-onset cancers. Journal of the National Cancer Institute, 90(9), 656–667.

    Article  CAS  PubMed  Google Scholar 

  14. Ferrell, B. R., Dow, K. H., & Grant, M. (1995). Measurement of the quality of life in cancer survivors. Quality of Life Research, 4(6), 523–531.

    Article  CAS  PubMed  Google Scholar 

  15. Avis, N. E., Smith, K. W., McGraw, S., Smith, R. G., Petronis, V. M., & Carver, C. S. (2005). Assessing quality of life in adult cancer survivors (QLACS). Quality of Life Research, 14(4), 1007–1023. doi:10.1007/s11136-004-2147-2.

    Article  PubMed  Google Scholar 

  16. Huang, I. C., Quinn, G. P., Krull, K., Eddleton, K. Z., Murphy, D. C., Shenkman, E. A., et al. (2012). Head-to-head comparisons of quality of life instruments for young adult survivors of childhood cancer. Supportive Care in Cancer, 20(9), 2061–2071. doi:10.1007/s00520-011-1315-5.

    Article  PubMed  Google Scholar 

  17. Zebrack, B. J., & Chesler, M. A. (2002). Quality of life in childhood cancer survivors. Psychooncology, 11(2), 132–141.

    Article  PubMed  Google Scholar 

  18. Zebrack, B. (2009). Developing a new instrument to assess the impact of cancer in young adult survivors of childhood cancer. Journal of Cancer Survivorship, 3(3), 174–180. doi:10.1007/s11764-009-0087-0.

    Article  PubMed  Google Scholar 

  19. Zebrack, B. J., Donohue, J. E., Gurney, J. G., Chesler, M. A., Bhatia, S., & Landier, W. (2010). Psychometric evaluation of the Impact of Cancer (IOC-CS) scale for young adult survivors of childhood cancer. Quality of Life Research, 19(2), 207–218. doi:10.1007/s11136-009-9576-x.

    Article  PubMed  PubMed Central  Google Scholar 

  20. Bhatia, S., Jenney, M. E., Wu, E., Bogue, M. K., Rockwood, T. H., Feusner, J. H., et al. (2004). The Minneapolis-Manchester Quality of Life instrument: Reliability and validity of the Youth Form. Journal of Pediatrics, 145(1), 39–46. doi:10.1016/j.jpeds.2004.02.034.

    Article  PubMed  Google Scholar 

  21. Bhatia, S., Jenney, M. E., Bogue, M. K., Rockwood, T. H., Feusner, J. H., Friedman, D. L., et al. (2002). The Minneapolis-Manchester Quality of Life instrument: Reliability and validity of the Adolescent Form. Journal of Clinical Oncology, 20(24), 4692–4698.

    Article  PubMed  Google Scholar 

  22. Shankar, S., Robison, L., Jenney, M. E., Rockwood, T. H., Wu, E., Feusner, J., et al. (2005). Health-related quality of life in young survivors of childhood cancer using the Minneapolis-Manchester Quality of Life-Youth Form. Pediatrics, 115(2), 435–442. doi:10.1542/peds.2004-0649.

    Article  PubMed  Google Scholar 

  23. Wu, E., Robison, L. L., Jenney, M. E., Rockwood, T. H., Feusner, J., Friedman, D., et al. (2007). Assessment of health-related quality of life of adolescent cancer patients using the Minneapolis-Manchester Quality of Life Adolescent Questionnaire. Pediatric Blood & Cancer, 48(7), 678–686. doi:10.1002/pbc.20874.

    Article  PubMed  Google Scholar 

  24. Reimers, T. S., Mortensen, E. L., Nysom, K., & Schmiegelow, K. (2009). Health-related quality of life in long-term survivors of childhood brain tumors. Pediatric Blood & Cancer, 53(6), 1086–1091. doi:10.1002/pbc.22122.

    Article  Google Scholar 

  25. Hutton, K., Nyholm, M., Nygren, J. M., & Svedberg, P. (2014). Self-rated mental health and socio-economic background: a study of adolescents in Sweden. BMC Public Health, 14, 394. doi:10.1186/1471-2458-14-394.

    Article  PubMed  PubMed Central  Google Scholar 

  26. Hutchings, H. A., Upton, P., Cheung, W. Y., Maddocks, A., Eiser, C., Williams, J. G., et al. (2008). Development of a parent version of the Manchester-Minneapolis quality of life survey for use by parents and carers of UK children: MMQL-UK (PF). Health and Quality of Life Outcomes, 6, 19. doi:10.1186/1477-7525-6-19.

    Article  PubMed  PubMed Central  Google Scholar 

  27. Hutchings, H. A., Upton, P., Cheung, W. Y., Maddocks, A., Eiser, C., Williams, J. G., et al. (2007). Adaptation of the Manchester-Minneapolis Quality of Life instrument for use in the UK population. Archives of Disease in Childhood, 92(10), 855–860. doi:10.1136/adc.2006.098947.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  28. Lambert, C., & Boneh, A. (2004). The impact of galactosaemia on quality of life–a pilot study. Journal of Inherited Metabolic Disease, 27(5), 601–608.

    Article  CAS  PubMed  Google Scholar 

  29. Wu, W. W., Johnson, R., Schepp, K. G., & Berry, D. L. (2011). Electronic self-report symptom and quality of life for adolescent patients with cancer: a feasibility study. Cancer Nursing, 34(6), 479–486. doi:10.1097/NCC.0b013e31820a5bdd.

    Article  PubMed  Google Scholar 

  30. Blatny, M., Kepak, T., Vlckova, I., Jelinek, M., Tothova, K., Pilat, M., et al. (2011). Quality of life of childhood cancer survivors: handicaps and benefits. Ceskoslovenska Psychologie, 55(2), 112–125.

    Google Scholar 

  31. Chou, L. N., & Hunter, A. (2009). Factors affecting quality of life in Taiwanese survivors of childhood cancer. Journal of Advanced Nursing, 65(10), 2131–2141. doi:10.1111/j.1365-2648.2009.05078.x.

    Article  PubMed  Google Scholar 

  32. Einberg, E. L., Kadrija, I., Brunt, D., Nygren, J. N., & Svedberg, P. (2013). Psychometric evaluation of a Swedish version of Minneapolis-Manchester quality of life-youth form and adolescent form. Health and Quality of Life Outcomes, 11, 79. doi:10.1186/1477-7525-11-79.

    Article  PubMed  PubMed Central  Google Scholar 

  33. Kim, D. H., Chung, N. G., & Lee, S. (2015). The effect of perceived parental rearing behaviors on health-related quality of life in adolescents with leukemia. Journal of Pediatric Oncology Nursing, 32(5), 295–303. doi:10.1177/1043454214563412.

    Article  PubMed  Google Scholar 

  34. Koike, M., Hori, H., Rikiishi, T., Hayakawa, A., Tsuji, N., Yonemoto, T., et al. (2014). Development of the Japanese version of the Minneapolis-Manchester Quality of Life survey of health—Adolescent Form (MMQL-AF) and investigation of its reliability and validity. Health and Quality of Life Outcomes, 12, 127. doi:10.1186/s12955-014-0127-y.

    Article  PubMed  PubMed Central  Google Scholar 

  35. Park, H. J., Yang, H. K., Shin, D. W., Kim, Y. Y., Kim, Y. A., Yun, Y. H., et al. (2013). Cross-cultural adaptation of the Korean version of the Minneapolis-Manchester Quality of Life Instrument-Adolescent Form. Journal of Korean Medical Science, 28(12), 1788–1795. doi:10.3346/jkms.2013.28.12.1788.

    Article  PubMed  PubMed Central  Google Scholar 

  36. Vlachioti, E., Matziou, V., Perdikaris, P., Mitsiou, M., Stylianou, C., Tsoumakas, K., et al. (2016). Assessment of quality of life of children and adolescents with cancer during their treatment. Japanese Journal of Clinical Oncology, 46(5), 453–461. doi:10.1093/jjco/hyw009.

    Article  PubMed  Google Scholar 

  37. Vlachioti, E., Perdikaris, P., Megapanou, E., Sava, F., & Matziou, V. (2016). Assessment of quality of life in adolescent patients with cancer and adolescent survivors of childhood cancer. Journal for Specialists in Pediatric Nursing, 21(4), 178–188. doi:10.1111/jspn.12154.

    Article  PubMed  Google Scholar 

  38. Wu, W. W., Tsai, S. Y., Liang, S. Y., Liu, C. Y., Jou, S. T., & Berry, D. L. (2015). The mediating role of resilience on quality of life and cancer symptom distress in adolescent patients with cancer. Journal of Pediatric Oncology Nursing, 32(5), 304–313. doi:10.1177/1043454214563758.

    Article  PubMed  Google Scholar 

  39. Cronbach, L. J. (1951). Coefficient alpha and the internal structure of tests. Psychometrika, 16(3), 297–334.

    Article  Google Scholar 

  40. Carmines, E. G., & Zeller, R. A. (1979). Reliability and Validity Assessment. Newbury Park, CA: Sage.

    Book  Google Scholar 

  41. Lance, C. E., Butts, M. M., & Michels, L. C. (2006). The sources of four commonly reported cutoff criteria: what did they really say? Organizational Research Methods, 9(2), 202–220. doi:10.1177/1094428105284919.

    Article  Google Scholar 

  42. Nunnaly, J. C., & Bernstein, I. R. (1994). Psychometric Theory (3rd ed.). New York: McGraw-Hill.

    Google Scholar 

  43. Landgraf, J. M., Abetz, L., & Ware, J. E. (1996). The Child Health Questionnaire: A User’s Manual. Boston: The Health Institute.

    Google Scholar 

  44. Cohen, J. (1988). Statistical Power Analysis for the Behavioral Sciences (2nd ed.). Hillsdale, NJ: L. Erlbaum Associates.

    Google Scholar 

  45. Ganz, P. A., Kwan, L., Castellon, S. A., Oppenheim, A., Bower, J. E., Silverman, D. H., et al. (2013). Cognitive complaints after breast cancer treatments: examining the relationship with neuropsychological test performance. Journal of the National Cancer Institute, 105(11), 791–801. doi:10.1093/jnci/djt073.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  46. Neu, D., Kajosch, H., Peigneux, P., Verbanck, P., Linkowski, P., & Le Bon, O. (2011). Cognitive impairment in fatigue and sleepiness associated conditions. Psychiatry Research, 189(1), 128–134. doi:10.1016/j.psychres.2010.12.005.

    Article  PubMed  Google Scholar 

  47. Quinn, G. P., Huang, I. C., Murphy, D., Zidonik-Eddelton, K., & Krull, K. R. (2013). Missing content from health-related quality of life instruments: interviews with young adult survivors of childhood cancer. Quality of Life Research, 22(1), 111–118. doi:10.1007/s11136-012-0120-z.

    Article  PubMed  PubMed Central  Google Scholar 

  48. Nightingale, C. L., Quinn, G. P., Shenkman, E. A., Curbow, B. A., Zebrack, B. J., Krull, K. R., et al. (2011). Health-related quality of life of young adult survivors of childhood cancer: A review of qualitative studies. Journal of Adolescent and Young Adult Oncology, 1(3), 124–132. doi:10.1089/jayao.2011.0033.

    Article  PubMed  PubMed Central  Google Scholar 

  49. McDougall, J., & Tsonis, M. (2009). Quality of life in survivors of childhood cancer: a systematic review of the literature (2001-2008). Supportive Care in Cancer, 17(10), 1231–1246. doi:10.1007/s00520-009-0660-0.

    Article  PubMed  Google Scholar 

  50. Pendley, J. S., Dahlquist, L. M., & Dreyer, Z. (1997). Body image and psychosocial adjustment in adolescent cancer survivors. Journal of Pediatric Psychology, 22(1), 29–43.

    Article  CAS  PubMed  Google Scholar 

  51. King, M. T., Dobson, A. J., & Harnett, P. R. (1996). A comparison of two quality-of-life questionnaires for cancer clinical trials: the functional living index-cancer (FLIC) and the quality of life questionnaire core module (QLQ-C30). Journal of Clinical Epidemiology, 49(1), 21–29.

    Article  CAS  PubMed  Google Scholar 

  52. Smith, A. W., Bellizzi, K. M., Keegan, T. H., Zebrack, B., Chen, V. W., Neale, A. V., et al. (2013). Health-related quality of life of adolescent and young adult patients with cancer in the United States: the adolescent and young adult health outcomes and patient experience study. Journal of Clinical Oncology, 31(17), 2136–2145. doi:10.1200/JCO.2012.47.3173.

    Article  PubMed  PubMed Central  Google Scholar 

  53. Kemmler, G., Holzner, B., Kopp, M., Dunser, M., Margreiter, R., Greil, R., et al. (1999). Comparison of two quality-of-life instruments for cancer patients: The functional assessment of cancer therapy-general and the European Organization for Research and Treatment of Cancer Quality of Life Questionnaire-C30. Journal of Clinical Oncology, 17(9), 2932–2940.

    Article  CAS  PubMed  Google Scholar 

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Acknowledgements

We thank Gwen Uman, RN, PhD, for her assistance with statistical analysis. Research reported in this publication included work performed in the Survey Research Core supported by the National Cancer Institute of the National Institutes of Health under award number P30CA033572. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health.

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Correspondence to Smita Bhatia.

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Bosworth, A., Goodman, E.L., Wu, E. et al. The Minneapolis-Manchester Quality of Life Instrument: reliability and validity of the Adult Form in cancer survivors. Qual Life Res 27, 321–332 (2018). https://doi.org/10.1007/s11136-017-1671-9

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