Abstract
Personal attributions for cancer risk involve factors that individuals believe contribute to their risk for developing cancer. Understanding personal risk attributions for melanoma may dictate gene-environment melanoma risk communication strategies. We examined attributions for melanoma risk in a population-based sample of melanoma survivors, first degree family members, and family members who are also parents (N = 939). We conducted qualitative examination of open-ended risk attributions and logistic regression examining predictors (demographics, family member type, perceived risk) of the attributions reported (ultraviolet radiation [UVR] exposure, heredity/genetics, phenotype, personal melanoma history, miscellaneous). We found a predominance of risk attributions to UVR and heredity/genetics (80 and 45% of the sample, respectively). Those reporting higher education levels were more likely to endorse attributions to heredity/genetics, as well as to phenotype, than those of lower education levels. First-degree relatives and parent family members were more likely to endorse heredity/genetic attributions than melanoma survivors; melanoma survivors were more likely to endorse personal history of melanoma attributions compared to first-degree relatives and parent family members. These findings inform the development of risk communication interventions for melanoma families.
Similar content being viewed by others
References
Ajzen, I., & Fishbein, M. (1980). Understanding attitudes and predicting behavior. Englewood Cliffs, NJ: Prentice Hall.
American Cancer Society (2009). Cancer facts and figures 2009.
Anton-Culver, H., Ziogas, A., Bowen, D., Finkelstein, D., Griffin, C., Hanson, J., et al. (2003). The Cancer Genetics Network: Recruitment results and pilot studies. Community Genetics, 6(3), 171–177.
Arman, M., Rehnsfeldt, A., Carlsson, M., & Hamrin, E. (2001). Indications of change in life perspective among women with breast cancer admitted to complementary care. European Journal of Cancer Care, 10, 192–200.
Armstrong, B. K., & Kricker, A. (2001). The epidemiology of UV induced skin cancer. Journal of Photochemistry Photobiology B, 63(1–3), 8–18.
Baider, L., & Sarell, M. (1983). Perceptions and causal attributions of Israeli women with breast cancer concerning their illness: The effects of ethnicity and religiosity. Psychotherapy and Psychosomatics, 39, 136–143.
Bergenmar, M., & Brandberg, Y. (2001). Sunbathing and sun-protection behaviors and attitudes of young Swedish adults with hereditary risk for malignant melanoma. Cancer Nursing, 24(5), 341–350.
Blalock, S. J., DeVellis, B. M., Afifi, R. A., & Sandler, R. S. (1990). Risk perceptions and participation in colorectal cancer screening. Health Psychology, 9(6), 792–806.
Bowen, H., Mayer, K., Meischke, H., et al. (2010). Recruiting melanoma families into a cancer prevention intervention project. Community Genomics (under review).
Breslow, R. A., Sorkin, J. D., Frey, C. M., & Kessler, L. G. (1997). Americans’ knowledge of cancer risk and survival. Preventive Medicine, 26(2), 170–177.
Cameron, L. D. (2007). Illness risk representations and motivations to engage in protective behavior: The case of skin cancer risk. Psychology and Health, 1–22.
Cameron, L. D., & Leventhal, H. (2003). The self-regulation of health and illness behaviour. London; New York: Routledge.
Cerully, J. L., Klein, W. M., & McCaul, K. D. (2006). Lack of acknowledgment of fruit and vegetable recommendations among nonadherent individuals: Associations with information processing and cancer cognitions. Journal of Health Communication, 11(Suppl. 1), 103–115.
Dirksen, S. R. (1995). Search for meaning in long-term cancer survivors. Journal of Advanced Nursing, 21(4), 628–633.
Edwards, A. G., Evans, R., Dundon, J., Haigh, S., Hood, K., & Elwyn, G. J. (2006). Personalised risk communication for informed decision making about taking screening tests. Cochrane Database of Systematic Reviews, (4), CD001865.
Finucane, M. L., Slovic, P., Mertz, C. K., Flynn, J., & Satterfield, T. A. (2000). Gender, race, and perceived risk: The ‘white male’ effect. Health. Risk & Society, 2(2), 159–172.
Ford, D., Bliss, J. M., Swerdlow, A. J., Armstrong, B. K., Franceschi, S., Green, A., et al. (1995). Risk of cutaneous melanoma associated with a family history of the disease. The International Melanoma Analysis Group (IMAGE). International Journal of Cancer, 62(4), 377–381.
French, D. P., & Hevey, D. (2008). What do people think about when answering questionnaires to assess unrealistic optimism about skin cancer? A think aloud study. Psychology, Health and Medicine, 13(1), 63–74.
Friedman, L. C., Romero, C., Elledge, R., Chang, J., Kalidas, M., Dulay, M. F., et al. (2007). Attribution of blame, self-forgiving attitude and psychological adjustment in women with breast cancer. Journal of Behavioral Medicine.
Gandini, S., Sera, F., Cattaruzza, M. S., Pasquini, P., Zanetti, R., Masini, C., et al. (2005). Meta-analysis of risk factors for cutaneous melanoma: III. Family history, actinic damage and phenotypic factors. European Journal of Cancer, 41(14), 2040–2059.
Glinder, J. G., & Compas, B. E. (1999). Self-blame attributions in women with newly diagnosed breast cancer: A prospective study of psychological adjustment. Health Psychology, 18(5), 475–481.
Goldman, R. E., Barbeau, E., Hunt, M. K., Acevedo-Garcia, D., Emmons, K. M., Gagne, J., et al. (2006). Perceptions of health promotion and cancer prevention among adults in working-class occupations and neighborhoods. Health Education & Behavior.
Hay, J. L., Coups, E., & Ford, J. (2006). Predictors of perceived risk for colon cancer in a national probability sample in the United States. Journal of Health Communication, 11(Suppl. 1), 71–92.
Hay, J., Coups, E. J., Ford, J., & DiBonaventura, M. (2009). Exposure to mass media health information, skin cancer beliefs, and sun protection behaviors in a United States probability sample. Journal of American Academy of Dermatology.
Hay, J. L., Meischke, H. W., Bowen, D. J., Mayer, J., Shoveller, J., Press, N., et al. (2007). Anticipating dissemination of cancer genomics in public health: A theoretical approach to psychosocial and behavioral challenges. Annals of Behavioral Medicine, 34(3), 275–286.
Hay, J., Shuk, E., Brady, M., Berwick, M., Ostroff, J., & Halpern, A. (2008). Family communication after melanoma diagnosis. Archives of Dermatology, 144(4), 553–554.
Henrikson, N. B., Harris, J. N., & Bowen, D. J. (2007). Predictors of self-referral into a cancer genetics registry. Cancer Epidemiology, Biomarkers and Prevention, 16(7), 1387–1392.
Janz, N. K., & Becker, M. H. (1984). The Health Belief Model: A decade later. Health Education Quarterly, 11(1), 1–47.
Kasparian, N. A., Butow, P. N., Meiser, B., & Mann, G. J. (2008). High- and average-risk individuals’ beliefs about, and perceptions of, malignant melanoma: An Australian perspective. Psychooncology, 17(3), 270–279.
Keighley, M. R., O’morain, C., Giacosa, A., Ashorn, M., Burroughs, A., Crespi, M., et al. (2004). Public awareness of risk factors and screening for colorectal cancer in Europe. European Journal of Cancer Prevention, 13(4), 257–262.
Kelly, K., Leventhal, H., Andrykowski, M., Toppmeyer, D., Much, J., Dermody, J., et al. (2005). Using the common sense model to understand perceived cancer risk in individuals testing for BRCA1/2 mutations. Psychooncology, 14, 34–48.
Kulik, L., & Kronfeld, M. (2005). Adjustment to breast cancer: The contribution of resources and causal attributions regarding the illness. Social Work in Health Care, 41(2), 37–57.
Lavery, J. F., & Clarke, V. A. (1996). Causal attributions, coping strategies, and adjustment to breast cancer. Cancer Nursing, 19(1), 20–28.
Lipkus, I. M., Biradavolu, M., Fenn, K., Keller, P., & Rimer, B. K. (2001). Informing women about their breast cancer risks: Truth and consequences. Health Communication, 13(2), 205–226.
Lipkus, I. M., Skinner, C. S., Dement, J., Pompeii, L., Moser, B., Samsa, G. P., et al. (2005). Increasing colorectal cancer screening among individuals in the carpentry trade: Test of risk communication interventions. Preventive Medicine, 40(5), 489–501.
Lipkus, I. M., Skinner, C. S., Green, L. S., Dement, J., Samsa, G. P., & Ransohoff, D. (2004). Modifying attributions of colorectal cancer risk. Cancer Epidemiology, Biomarkers and Prevention, 13(4), 560–566.
Lowery, B. J., Jacobsen, B., & DuCette, J. (1993). Causal attribution, control, and adjustment to breast cancer. Journal of Psychosocial Oncology, 10(4), 37–53.
McCaul, K. D., Branstetter, A. D., Schroeder, D. M., & Glasgow, R. E. (1996). What is the relationship between breast cancer risk and mammography screening? A meta-analytic review. Health Psychology, 15(6), 423–429.
Moss-Morris, R., Weinman, J., Petrie, K., Horne, R., Cameron, L., & Buick, D. (2002). The Revised Illness Perception Questionnaire (IPQ-R). Psychology & Health, 17(1), 1–16.
Nelson, A. A., & Tsao, H. (2009). Melanoma and genetics. Clinics in Dermatology, 27(1), 46–52.
Ostroff, J. S., Hay, J. L., Schantz, S. P., & Maher, M. M. (2000). A survey of smoking status and cancer risk perceptions among participants attending a hospital-based head and neck screening program. Psychology and Health, 14, 979–990.
Parrott, R. L., Silk, K. J., & Condit, C. (2003). Diversity in lay perceptions of the sources of human traits: Genes, environments, and personal behaviors. Social Science and Medicine, 56(5), 1099–1109.
Ponder, M., Lee, J., Green, J., & Richards, M. (1996). Family history and perceived vulnerability to some common diseases: A study of young people and their parents. Journal of Medical Genetics, 33(6), 485–492.
Rabin, C., & Pinto, B. (2006). Cancer-related beliefs and health behavior change among breast cancer survivors and their first-degree relatives. Psychooncology, 15, 701–712.
Rimer, B. K., & Glassman, B. (1999). Is there a use for tailored print communications in cancer risk communication? Journal of the National Cancer Institute (25), 9.
Rogers, R. W., & Mewborn, C. R. (1976). Fear appeals and attitude change: Effects of a threat’s noxiousness, probability of occurrence, and the efficacy of coping responses. Journal of Personality and Social Psychology, 34(1), 54–61.
Shiloh, S., Drori, E., Orr-Urtreger, A., & Friedman, E. (2009). Being ‘at-risk’ for developing cancer: Cognitive representations and psychological outcomes. Journal of Behavioral Medicine, 32(2), 197–208.
Stewart, D. E., Cheung, A. M., Duff, S., Wong, F., McQuestion, M., Cheng, T., et al. (2001). Attributions of cause and recurrence in long-term breast cancer survivors. Psychooncology, 10(2), 179–183.
Sutton, S. R. (1982). Fear-arousing communications: A critical examination of theory and research. In J. R. Eiser (Ed.), Social psychology and behavioral medicine (pp. 303–338). New York: Wiley.
Taylor, S. E., Lichtman, R. R., & Wood, J. V. (1984). Attributions, beliefs about control, and adjustment to breast cancer. Journal of Personality and Social Psychology, 46(3), 489–502.
Veierod, M. B., Adami, H. O., Lund, E., Armstrong, B. K., & Weiderpass, E. (2010). Sun and solarium exposure and melanoma risk: Effects of age, pigmentary characteristics, and nevi. Cancer Epidemiology, Biomarkers and Prevention, 19(1), 111–120.
Weinman, J., Petrie, K., Moss-Morris, R., & Horne, R. (1996). The illness perception questionnaire: A new method for assessing the cognitive representation of illness. Psychology & Health, 11(3), 431–445.
Weinstein, N. D. (1980). Unrealistic optimism about future life events. Journal of Personality and Social Psychology, 39(5), 806–820.
Weinstein, N. D. (1984). Why it won’t happen to me: Perceptions of risk factors and susceptibility. Health Psychology, 3(5), 431–457.
Weinstein, N. D. (1987). Unrealistic optimism about susceptibility to health problems: Conclusions from a community-wide sample. Journal of Behavioral Medicine, 10, 481–500.
Weinstein, N. D., & Lachendro, E. (1982). Egocentrism as a source of unrealistic optimism. Personality and Social Psychology Bulletin, 8, 195–200.
Weinstein, N. D., Sandman, P. M., & Hallman, W. K. (1994). Testing a visual display to explain small probabilities. Risk Analysis, 14(6), 895–897.
Weinstein, N. D., Sandman, P. M., & Roberts, N. E. (1991). Perceived susceptibility and self-protective behavior: A field experiment to encourage home radon testing. Health Psychology, 10(1), 25–33.
Whiteman, D. C., Whiteman, C. A., & Green, A. C. (2001). Childhood sun exposure as a risk factor for melanoma: A systematic review of epidemiologic studies. Cancer Causes and Control, 12(1), 69–82.
Wold, K. S., Byers, T., Crane, L. A., & Ahnen, D. (2005). What do cancer survivors believe causes cancer? (United States). Cancer Causes and Control, 16, 115–123.
Acknowledgments
This manuscript was completed under the grant support of R01 CA107430 to Deborah Bowen, and K07 CA98106 to Jennifer Hay. We also acknowledge the support of John Cardinale, Kira Farberov, and Ollie Ganz in completing the manuscript.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Hay, J., DiBonaventura, M., Baser, R. et al. Personal attributions for melanoma risk in melanoma-affected patients and family members. J Behav Med 34, 53–63 (2011). https://doi.org/10.1007/s10865-010-9286-4
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10865-010-9286-4