Annals of Epidemiology
Volume 22, Issue 2 , Pages 79-86 , February 2012

Estimated Effects of Potential Interventions to Prevent Decreases in Self-Rated Health Among Breast Cancer Survivors

  • Mario Schootman, PhD

      Affiliations

    • Departments of Medicine and Pediatrics, Division of Health Behavior Research, Washington University School of Medicine, Saint Louis, MO
    • Alvin J. Siteman Cancer Center at Barnes-Jewish Hospital and Washington University School of Medicine, Saint Louis, MO
    • Corresponding Author InformationAddress correspondence to: Mario Schootman, PhD, Departments of Medicine and Pediatrics, Division of Health Behavior Research, Box 8504, Washington University School of Medicine, 4444 Forest Park Avenue, Saint Louis, MO 63108. Tel.: +1 314 286 1956; Fax: +1 314 286 1919.
  • ,
  • Anjali D. Deshpande, PhD

      Affiliations

    • Departments of Medicine and Pediatrics, Division of Health Behavior Research, Washington University School of Medicine, Saint Louis, MO
    • Alvin J. Siteman Cancer Center at Barnes-Jewish Hospital and Washington University School of Medicine, Saint Louis, MO
  • ,
  • Sandi Pruitt, PhD

      Affiliations

    • Departments of Medicine and Pediatrics, Division of Health Behavior Research, Washington University School of Medicine, Saint Louis, MO
    • Alvin J. Siteman Cancer Center at Barnes-Jewish Hospital and Washington University School of Medicine, Saint Louis, MO
  • ,
  • Rebecca Aft, MD

      Affiliations

    • Departments of Medicine and Pediatrics, Division of Health Behavior Research, Washington University School of Medicine, Saint Louis, MO
    • Alvin J. Siteman Cancer Center at Barnes-Jewish Hospital and Washington University School of Medicine, Saint Louis, MO
    • John Cochran VA Medical Center, Saint Louis, MO
  • ,
  • Donna B. Jeffe, PhD

      Affiliations

    • Departments of Medicine and Pediatrics, Division of Health Behavior Research, Washington University School of Medicine, Saint Louis, MO
    • Alvin J. Siteman Cancer Center at Barnes-Jewish Hospital and Washington University School of Medicine, Saint Louis, MO

Received 9 June 2011 ,Accepted 27 October 2011.

References 

  1. Lipscomb J, Gotay CC, Snyder CF. Patient-reported outcomes in cancer: A review of recent research and policy initiatives. CA Cancer J Clin. 2007;57:278–300
  2. Victorson D, Cella D, Wagner L, Kramer L, Smith ML. Measuring quality of life in cancer survivors. In:  Feuerstein M editors. Handbook of Cancer Survivorship. New York: Springer; 2007;p. 79–110
  3. Quinten C, Coens C, Mauer M, Comte S, Sprangers MAG, Cleeland C, et al. Baseline quality of life as a prognostic indicator of survival: a meta-analysis of individual patient data from EORTC clinical trials. Lancet Oncol. 2009;10:865–871
  4. Ahern J, Hubbard A, Galea S. Estimating the effects of potential public health interventions on population disease burden: A step-by-step illustration of causal inference methods. Am J Epidemiol. 2009;169:1140–1147
  5. Morgan S, Winship C. Counterfactuals and Causal Inference. Methods and Principles for Social Research. Cambridge: Cambridge University Press; 2007;
  6. Power C, Matthews S, Manor O. Inequalities in self rated health in the 1958 birth cohort: lifetime social circumstances or social mobility?. BMJ. 1996;313:449–453
  7. Shetterly SM, Baxter J, Mason LD, Hamman RF. Self-rated health among Hispanic vs non-Hispanic white adults: The San Luis Valley Health and Aging Study. Am J Public Health. 1996;86:1798–1801
  8. Idler EL, Angel RJ. Self-rated health and mortality in the NHANES-I Epidemiologic Follow-up Study. Am J Public Health. 1990;80:446–452
  9. Idler EL, Benyamini Y. Self-rated health and mortality: A review of twenty-seven community studies. J Health Soc Behav. 1997;38:21–37
  10. Idler EL, Russell LB, Davis D. Survival, functional limitations, and self-rated health in the NHANES I Epidemiologic Follow-up Study, 1992. Am J Epidemiol. 2000;152:874–883
  11. Coups EJ, Ostroff JS. A population-based estimate of the prevalence of behavioral risk factors among adult cancer survivors and noncancer controls. Prev Med. 2005;40:702–711
  12. Ness KK, Wall MM, Oakes JM, Robison LL, Gurney JG. Physical performance limitations and participation restrictions among cancer survivors: A population-based study. Ann Epidemiol. 2006;16:197–205
  13. Sweeney C, Schmitz KH, Lazovich D, Virnig BA, Wallace RB, Folsom AR. Functional limitations in elderly female cancer survivors. J Natl Cancer Inst. 2006;98:521–529
  14. Hewitt M, Rowland JH, Yancik R. Cancer survivors in the United States: Age, health, and disability. J Gerontol A Biol Sci Med Sci. 2003;58:M82–M91
  15. Chen X, Zheng Y, Zheng W, Gu K, Chen Z, Lu W, et al. The effect of regular exercise on quality of life among breast cancer survivors. Am J Epidemiol. 2009;170:854–862
  16. Centers for Disease Control and Prevention. Behavioral Risk Factor Surveillance System Survey Data. Atlanta, GA: U.S. Department of Health and Human Services, Centers for Disease Control and Prevention; 2005;
  17. Katz JN, Chang LC, Sangha O, Fossel AH, Bates DW. Can comorbidity be measured by questionnaire rather than medical record review?. Med Care. 1996;34:73–84
  18. Cohen S, Kamarck T, Mermelstein R. A global measure of perceived stress. J Health Soc Behav. 1983;24:385–396
  19. McHorney CA, Lerner J. The 1990 NORC National Health Survey: Documentation and Codebook. Chicago: National Opinion Research Council; 1991;
  20. Sherbourne C, Stewart A. The MOS social support survey. Soc Sci Med. 1991;32:705–714
  21. Kohout FJ, Berkman LF, Evans DA, Cornoni-Huntley J. Two shorter forms of the CES-D (Center for Epidemiological Studies Depression) depression symptoms index. J Aging Health. 1993;5:179–193
  22. Ross C, Mirowsky J. Disorder and decay. The concept and measurement of perceived neighborhood disorder. Urban Affairs Rev. 1999;34:412–432
  23. Sampson RJ, Raudenbush SW, Earls F. Neighborhoods and violent crime, a multilevel study of collective efficacy. Science. 1997;277:918–924
  24. Skjaeveland O, Garling T, Maeland J. A multidimensional measure of neighboring. Am J Community Psychol. 1996;24:413–435
  25. Ross C, Reynolds J, Geis K. The contingent meaning of neighborhood stability for residents’ psychological well-being. Am Sociol Rev. 2000;65:581–597
  26. Pruitt SL, Jeffe D, Schootman M. Reliability of self-reported neighborhood conditions and the effects of measurement error on self-rated health across urban and rural neighborhoods. J Epidemiol Community Health, in press.
  27. Castellino SM, Casillas J, Hudson MM, Mertens AC, Whitton J, Brooks SL, et al. Minority adult survivors of childhood cancer: A comparison of long-term outcomes, health care utilization, and health-related behaviors from the childhood cancer survivor study. J Clin Oncol. 2005;23:6499–6507
  28. Schag CA, Ganz PA, Polinsky ML, Fred C, Hirji K, Petersen L. Characteristics of women at risk for psychosocial distress in the year after breast cancer. J Clin Oncol. 1993;11:783–793
  29. Schootman M, Jeffe D, West M, Aft RL. Comparison of self-reported breast cancer treatment and medical records among older women. J Clin Epidemiol. 2005;58:1316–1319
  30. Robins J. A new approach to causal inference in mortality studies with a sustained exposure period—application to control of the healthy worker survivor effect. Math Model. 1986;7:1393–1512
  31. Fleischer NL, Fernald LCH, Hubbard AE. Estimating the potential impacts of intervention from observational data: Methods for estimating causal attributable risk in a cross-sectional analysis of depressive symptoms in Latin America. J Epidemiol Community Health. 2010;64:16–21
  32. Rockhill B. Theorizing about causes at the individual level while estimating effects at the population level: implications for prevention. Epidemiology. 2005;16:124–129
  33. Peduzzi P, Concato J, Kemper E, Holford TR, Feinstein AR. A simulation study of the number of events per variable in logistic regression analysis. J Clin Epidemiol. 1996;49:1373–1379
  34. Steyerberg EW. Clinical prediction Models: A Practical Approach to Development, Validation, and Updating. New York, NY: Springer; 2009;
  35. Stang A, Poole C, Bender R. Common problems related to the use of number needed to treat. J Clin Epidemiol. 2010;63:820–825
  36. Wolinsky FD, Andresen EM, Malmstrom TK, Schootman M, Miller JP, Miller DK. Three-year measured weight change in the African American Health Study. J Aging and Health. 2009;21
  37. Greenland S. Basic methods for sensitivity analysis of biases. Int J Epidemiol. 1996;25:1107–1116
  38. Orsini N, Bellocco R, Bottai M, Wolk A, Greenland S. A tool for deterministic and probabilistic sensitivity analysis of epidemiologic studies. Stata J. 2008;8:29–48
  39. Ockene JK, Edgerton EA, Teutsch SM, Marion LN, Miller T, Genevro JL, et al. Integrating evidence-based clinical and community strategies to improve health. Am J Prev Med. 2007;32:244–252
  40. Maciosek MV, Coffield AB, McGinnis JM, Harris JR, Caldwell MB, Teutsch SM, et al. Methods for priority setting among clinical preventive services. Am J Prev Med. 2001;21:10–19
  41. Gartner R, Jensen M-B, Nielsen J, Ewertz M, Kroman N, Kehlet H. Prevalence of and factors associated with persistent pain following breast cancer surgery. JAMA. 2009;302:1985–1992
  42. Steegers MA, Wolters B, Evers AW, Strobbe L, Wilder-Smith OH. Effect of axillary lymph node dissection on prevalence and intensity of chronic and phantom pain after breast cancer surgery. J Pain. 2008;9:813–822
  43. Welzel G, Hofmann F, Blank E, Kraus-Tiefenbacher U, Hermann B, Sütterlin M, et al. Health-related quality of life after breast-conserving surgery and intraoperative radiotherapy for breast cancer using low-kilovoltage x-rays. Ann Surg Oncol. 2010;17:359–367
  44. Berrang TS, Olivotto I, Kim D-H, Nichol A, John Cho BC, Mohamed IG, et al. Three-year outcomes of a Canadian multicenter study of accelerated partial breast irradiation using conformal radiation therapy. Int J Radiat Oncol Biol Phys. in press.
  45. Piccirillo JF, Tierney RM, Costas I, Grove L, Spitznagel EL. The prognostic importance of comorbidity in a hospital-based cancer registry. JAMA. 2004;291:2441–2447
  46. Stuck AE, Walthert JM, Nikolaus T, Bula CJ, Hohmann C, Beck JC. Risk factors for functional status decline in community-living elderly people: A systematic literature review. Soc Sci Med. 1999;48:445–469
  47. Doyle C, Kushi LH, Byers T, Courneya KS, Demark-Wahnefried W, Grant B, et al. Nutrition and physical activity during and after cancer treatment: An American Cancer Society guide for informed choices. CA Cancer J Clin. 2006;56:323–353

 Supported in part by the National Cancer Institute at the National Institutes of Health (CA112159, CA91842) and National Center for Research Resources Washington University-ICTS (KL2 RR024994).

PII: S1047-2797(11)00317-6

doi: 10.1016/j.annepidem.2011.10.011

Annals of Epidemiology
Volume 22, Issue 2 , Pages 79-86 , February 2012