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Validity of self-reported weight, height, and body mass index among African American breast cancer survivors

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Abstract

Purpose

Self-reported weight, height, and body mass index (BMI) are commonly used in cancer epidemiology studies, but information on the validity of self-reports among cancer survivors is lacking. This study aimed to evaluate the validity of these self-reported measures among African American (AA) breast cancer survivors, known to have high obesity prevalence.

Methods

We compared the self-reported and measured values among 243 participants from the Women’s Circle of Health Follow-Up Study (WCHFS), a population-based longitudinal study of AA breast cancer survivors. Multivariable-adjusted linear regressions were used to identify factors associated with reporting errors. We also examined the associations of self-reported and measured BMI with obesity-related health outcomes using multivariable logistic regressions, with hypertension as an example, to evaluate the impact of misreporting.

Results

We found that self-reported and measured values were highly correlated among all and when stratified by participants’ characteristics (intraclass correlation coefficients ≥ 0.99, 0.84, and 0.96 for weight, height, and BMI, respectively). The agreement between BMI categories (normal, overweight and obese) based on self-reported and measured data was excellent (kappa = 0.81). Women who were older, never smoked, had higher grade tumors, or had greater BMI tended to have overestimated BMI calculated from self-reported weight and height. The BMI-hypertension association was similar using self-reported (OR per 5 kg/m2 increase 1.63; 95% CI 1.27–2.10) and measured BMI (1.58; 95% CI 1.23–2.03).

Conclusions

Self-reported weight, height, and BMI were reasonably accurate in the WCHFS.

Implications for Cancer Survivors

Our study supports the use of these self-reported values among cancer survivors when direct measurements are not possible.

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References

  1. Chan DS, Vieira AR, Aune D, Bandera EV, Greenwood DC, McTiernan A, et al. Body mass index and survival in women with breast cancer-systematic literature review and meta-analysis of 82 follow-up studies. Ann Oncol. 2014;25(10):1901–14. https://doi.org/10.1093/annonc/mdu042.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  2. Connor AE, Baumgartner RN, Pinkston C, Baumgartner KB. Obesity and risk of breast cancer mortality in Hispanic and non-Hispanic white women: the New Mexico Women’s Health Study. J Women's Health (Larchmt). 2013;22(4):368–77. https://doi.org/10.1089/jwh.2012.4191.

    Article  Google Scholar 

  3. Nichols HB, Trentham-Dietz A, Egan KM, Titus-Ernstoff L, Holmes MD, Bersch AJ, et al. Body mass index before and after breast cancer diagnosis: associations with all-cause, breast cancer, and cardiovascular disease mortality. Cancer Epidemiol Biomark Prev. 2009;18(5):1403–9. https://doi.org/10.1158/1055-9965.epi-08-1094.

    Article  Google Scholar 

  4. Barnett GC, Shah M, Redman K, Easton DF, Ponder BA, Pharoah PD. Risk factors for the incidence of breast cancer: do they affect survival from the disease? J Clin Oncol. 2008;26(20):3310–6. https://doi.org/10.1200/jco.2006.10.3168.

    Article  PubMed  Google Scholar 

  5. Caan BJ, Kwan ML, Hartzell G, Castillo A, Slattery ML, Sternfeld B, et al. Pre-diagnosis body mass index, post-diagnosis weight change, and prognosis among women with early stage breast cancer. Cancer Causes Control. 2008;19(10):1319–28. https://doi.org/10.1007/s10552-008-9203-0.

    Article  PubMed  PubMed Central  Google Scholar 

  6. Loi S, Milne RL, Friedlander ML, McCredie MR, Giles GG, Hopper JL, et al. Obesity and outcomes in premenopausal and postmenopausal breast cancer. Cancer Epidemiol Biomark Prev. 2005;14(7):1686–91. https://doi.org/10.1158/1055-9965.epi-05-0042.

    Article  Google Scholar 

  7. Ewertz M, Gillanders S, Meyer L, Zedeler K. Survival of breast cancer patients in relation to factors which affect the risk of developing breast cancer. Int J Cancer. 1991;49(4):526–30.

    Article  PubMed  CAS  Google Scholar 

  8. Connor Gorber S, Tremblay M, Moher D, Gorber B. A comparison of direct vs. self-report measures for assessing height, weight and body mass index: a systematic review. Obes Rev. 2007;8(4):307–26. https://doi.org/10.1111/j.1467-789X.2007.00347.x.

    Article  PubMed  CAS  Google Scholar 

  9. McAdams MA, Van Dam RM, Hu FB. Comparison of self-reported and measured BMI as correlates of disease markers in US adults. Obesity (Silver Spring). 2007;15(1):188–96. https://doi.org/10.1038/oby.2007.504.

    Article  Google Scholar 

  10. Preston SH, Fishman E, Stokes A. Effects of categorization and self-report bias on estimates of the association between obesity and mortality. Ann Epidemiol. 2015;25(12):907-11.e1–2. https://doi.org/10.1016/j.annepidem.2015.07.012.

    Article  Google Scholar 

  11. Keith SW, Fontaine KR, Pajewski NM, Mehta T, Allison DB. Use of self-reported height and weight biases the body mass index-mortality association. Int J Obes. 2011;35(3):401–8. https://doi.org/10.1038/ijo.2010.148.

    Article  CAS  Google Scholar 

  12. Flegal KM, Kit BK, Graubard BI. Bias in hazard ratios arising from misclassification by self-reported weight and height in observational studies of body mass index and mortality. Am J Epidemiol. 2018;187(1):125–34. https://doi.org/10.1093/aje/kwx193.

  13. Vance V, Mourtzakis M, McCargar L, Hanning R. Weight gain in breast cancer survivors: prevalence, pattern and health consequences. Obes Rev. 2011;12(4):282–94. https://doi.org/10.1111/j.1467-789X.2010.00805.x.

    Article  PubMed  CAS  Google Scholar 

  14. Vagenas D, DiSipio T, Battistutta D, Demark-Wahnefried W, Rye S, Bashford J, et al. Weight and weight change following breast cancer: evidence from a prospective, population-based, breast cancer cohort study. BMC Cancer. 2015;15:28. https://doi.org/10.1186/s12885-015-1026-2.

    Article  PubMed  PubMed Central  Google Scholar 

  15. Flegal KM, Carroll MD, Kit BK, Ogden CL. Prevalence of obesity and trends in the distribution of body mass index among US adults, 1999-2010. JAMA. 2012;307(5):491–7. https://doi.org/10.1001/jama.2012.39.

    Article  PubMed  Google Scholar 

  16. Stommel M, Schoenborn CA. Accuracy and usefulness of BMI measures based on self-reported weight and height: findings from the NHANES & NHIS 2001-2006. BMC Public Health. 2009;9:421. https://doi.org/10.1186/1471-2458-9-421.

    Article  PubMed  PubMed Central  Google Scholar 

  17. Johnson WD, Bouchard C, Newton RL Jr, Ryan DH, Katzmarzyk PT. Ethnic differences in self-reported and measured obesity. Obesity (Silver Spring). 2009;17(3):571–7. https://doi.org/10.1038/oby.2008.582.

    Article  Google Scholar 

  18. Gillum RF, Sempos CT. Ethnic variation in validity of classification of overweight and obesity using self-reported weight and height in American women and men: the third National Health and Nutrition Examination Survey. Nutr J. 2005;4:27. https://doi.org/10.1186/1475-2891-4-27.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  19. Villanueva EV. The validity of self-reported weight in US adults: a population based cross-sectional study. BMC Public Health. 2001;1:11.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  20. Bandera EV, Chandran U, Zirpoli G, Gong Z, McCann SE, Hong CC, et al. Body fatness and breast cancer risk in women of African ancestry. BMC Cancer. 2013;13:475. https://doi.org/10.1186/1471-2407-13-475.

    Article  PubMed  PubMed Central  Google Scholar 

  21. Benjamin EJ, Blaha MJ, Chiuve SE, Cushman M, Das SR, Deo R, et al. Heart disease and stroke Statistics-2017 update: a report from the American Heart Association. Circulation. 2017;135(10):e146–603. https://doi.org/10.1161/cir.0000000000000485.

    Article  PubMed  PubMed Central  Google Scholar 

  22. International Agency for Research on Cancer. IARC handbooks of cancer prevention. Vol. 6. Weight control and physical activity. Lyon: World Health Organization; 2002.

    Google Scholar 

  23. Cohen J. A coefficient of agreement for nominal scales. Educ Psychol Meas. 1960;20(1):37–46.

    Article  Google Scholar 

  24. Brown CD, Higgins M, Donato KA, Rohde FC, Garrison R, Obarzanek E, et al. Body mass index and the prevalence of hypertension and dyslipidemia. Obes Res. 2000;8(9):605–19. https://doi.org/10.1038/oby.2000.79.

    Article  PubMed  CAS  Google Scholar 

  25. Kumar N, Allen KA, Riccardi D, Bercu BB, Cantor A, Minton S, et al. Fatigue, weight gain, lethargy and amenorrhea in breast cancer patients on chemotherapy: is subclinical hypothyroidism the culprit? Breast Cancer Res Treat. 2004;83(2):149–59. https://doi.org/10.1023/B:BREA.0000010708.99455.e1.

    Article  PubMed  Google Scholar 

  26. Kroenke CH, Chen WY, Rosner B, Holmes MD. Weight, weight gain, and survival after breast cancer diagnosis. J Clin Oncol. 2005;23(7):1370–8. https://doi.org/10.1200/jco.2005.01.079.

    Article  PubMed  Google Scholar 

  27. Wright ME, Chang SC, Schatzkin A, Albanes D, Kipnis V, Mouw T, et al. Prospective study of adiposity and weight change in relation to prostate cancer incidence and mortality. Cancer. 2007;109(4):675–84. https://doi.org/10.1002/cncr.22443.

    Article  PubMed  Google Scholar 

  28. Park JY, Mitrou PN, Keogh RH, Luben RN, Wareham NJ, Khaw KT. Effects of body size and sociodemographic characteristics on differences between self-reported and measured anthropometric data in middle-aged men and women: the EPIC-Norfolk study. Eur J Clin Nutr. 2011;65(3):357–67. https://doi.org/10.1038/ejcn.2010.259.

    Article  PubMed  CAS  Google Scholar 

  29. Lin CJ, DeRoo LA, Jacobs SR, Sandler DP. Accuracy and reliability of self-reported weight and height in the Sister Study. Public Health Nutr. 2012;15(6):989–99. https://doi.org/10.1017/s1368980011003193.

    Article  PubMed  Google Scholar 

  30. Kuczmarski MF, Kuczmarski RJ, Najjar M. Effects of age on validity of self-reported height, weight, and body mass index: findings from the Third National Health and Nutrition Examination Survey, 1988-1994. J Am Diet Assoc. 2001;101(1):28–34. https://doi.org/10.1016/s0002-8223(01)00008-6.

    Article  PubMed  CAS  Google Scholar 

  31. Hattori A, Sturm R. The obesity epidemic and changes in self-report biases in BMI. Obesity (Silver Spring). 2013;21(4):856–60. https://doi.org/10.1002/oby.20313.

    Article  Google Scholar 

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Acknowledgements

We thank all the study participants and staff of WCHFS for their contribution to this study.

Funding

This work was funded by grants from the NIH (R01CA185623, R01CA100598, P01CA151135, P30CA072720, P30CA016056) and the Breast Cancer Research Foundation and a gift from the Philip L. Hubbell family. The first author was partly supported by New Jersey Commission on Cancer Research Post-Doctoral Award #DHFS16PPC013. The New Jersey State Cancer Registry, Cancer Epidemiology Services, and New Jersey Department of Health are funded by the Surveillance, Epidemiology and End Results (SEER) Program of the National Cancer Institute under contract HHSN261201300021I and control no. N01-PC-2013-00021, the National Program of Cancer Registries (NPCR), Centers for Disease Control and Prevention under grant NU5U58DP003931-05-00, as well as the State of New Jersey and the Rutgers Cancer Institute of New Jersey.

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Correspondence to Bo Qin.

Ethics declarations

The study was approved by the institutional review boards at the Rutgers Cancer Institute of New Jersey and Roswell Park Cancer Institute. Informed consent was obtained from all individual participants included in the study.

Conflict of interest

The authors declare that they have no conflict of interest.

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Qin, B., Llanos, A.A.M., Lin, Y. et al. Validity of self-reported weight, height, and body mass index among African American breast cancer survivors. J Cancer Surviv 12, 460–468 (2018). https://doi.org/10.1007/s11764-018-0685-9

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  • DOI: https://doi.org/10.1007/s11764-018-0685-9

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