Abstract
Background
Little is known about how neighborhood factors are associated with Latinas’ barriers to cancer screening, including mammography. To address this gap, we examined barriers to mammography by neighborhood racial/ethnic composition and socioeconomic status among a federally qualified health center (FQHC)-based sample of non-adherent Latinas in Western Washington State.
Methods
Baseline data were drawn from a larger intervention study (n = 536 Latinas). Women indicated why they had not obtained a mammogram in the past 2 years (no reason, knowledge, psychocultural, economic). American Community Survey (2007–2011) data were used to calculate four neighborhood measures that were categorized in tertiles (T): socioeconomic-based concentration, socioeconomic-based segregation, Latino-based concentration, and Latino-based segregation.
Results
The proportion of women reporting knowledge-, psychocultural-, and economic-based reasons for not obtaining mammograms in the past 2 years was, respectively, 0.35, 0.19, and 0.31. Approximately 14 % indicated no particular reason. Relative to women residing in areas with greater Latino-based segregation, women in areas with less Latino-based segregation were less likely to report knowledge-based and economic-based reasons for not obtaining a mammogram (p ≤ 0.05). Relative to women residing in areas with greater concentration of Latinos, women in areas with the lowest concentrations were less likely to report knowledge-based reasons for not obtaining a mammogram (p ≤ 0.05).
Conclusions
Our findings provide important information about the role of neighborhood characteristics and mammography use among Latinas obtaining care from FQHCs. Future research might examine the mediating role of neighborhood characteristics in the efficacy of mammography screening interventions.
Similar content being viewed by others
References
American Cancer Society. Cancer facts & figures for Hispanics/Latinos: 2009–2011—PDF brochure. 2012 Accessed: February 7th, 2012]; Available from: http://www.cancer.org/Research/CancerFactsFigures/CancerFactsFiguresforHispanicsLatinos/ff-hispanics-latinos-2009-2011-pdf
DeSantis C, Howlader N, Cronin K, Jemal A. Breast cancer incidence rates in US women are no longer declining. Cancer Epidemiol Biomark Prev. 2011;5:733–9.
Alterkruse S, Kosary C, Kraphcho M, Neyman N, Aminou R, Waldron E, et al. SEER cancer statistics review, 1975–2007. Bethesda, MD2010.
DeSantis C, Siegel R, Bandi P, Jemal A. Breast cancer statistics, 2011. CA: Cancer J Clin. 2011;61:408–18.
Li C, Malone K, Daling J. Differences in breast cancer stage, treatment, and survival by race and ethnicity. Arch Inter Med. 2003;163:49–56.
Ooi S, Martinez M, Li C. Disparities in breast cancer characteristics and outcomes by race/ethnicity. Breast Cancer Res Treat. 2011;127:729–38.
Miller A, Wall C, Baines C, Sun P, To T, Narod S. Twenty-five year follow-up for breast cancer incidence and mortality of the Canadian National Breast Screening Study: randomised screenign trial. BMJ. 2014;348:g366.
Gotzche P, Jorgensen K. Screening for breast cancer with mammography. Cochrane Database Systematic Reviews. 2013:CD001877.
Nelson H, Tyne N, Naik A, Bougatsos C, Chan B, Humphrey L. Screening for breast cancer: systematic evidence review update for the US Preventive Services. Rockville, MD: Agency for Healthcare Research and Quality; 2009.
Purc-Stephenson RJ, Gorey KM. Lower adherence to screening mammography guidelines among ethnic minority women in America: a meta-analytic review. Prev Med. 2008;46:479–88.
Warnecke R, Oh A, Breen N, Gehlert S, Paskett E, Tucker K, et al. Approaching health disparities from a population perspective: the National Institutes of Health Centers for Population Health and Health Disparities. Am J Public Heath. 2008;98:1608–15.
Taplin S, Price R, Edwards H, Foster M, Breslau E, Cholette V, et al. Introduction: understanding and influencing multilevel factors across the cancer care continuum. Journal of the National Cancer Institute Monographs. 2012;44:2–10.
Gomez S, Shariff-Marco S, DeRouen M, Keegan T, Yen I, Mujahid M, et al. The impact of neighborhood social and built environment factors across the cancer continuum: current research, methodological considerations, and future directions. Cancer. 2015;121:2314–30.
Lynch S, Rebeeck T. Bridging the gap between biologic, individal, and macroenvironmental factors in cancer: a multilevel approach. Cancer Epidemiol Biomark Prev. 2013;22:485–95.
Gorin S, Badr H, Krebs P, Das I. Multilevel interventions and racial/ethnic health disparities. Monographs - Journal of the National Cancer Institute. 2012;44:100–11.
Austin LT, Ahmad F, McNally M-J, Stewart DE. Breast and cervical screening in Hispanic women: a literature review using the Health Belief Model. Women’s Health Issues. 2002;12:122–9.
Wells K, Roetzheim R. Health disparities in receipt screening mammography in Latinas: a critical review of recent literature. Cancer Control. 2007;14:369–80.
White K, Borrell L. Racial/ethnic residential segregation: framing the context of health risk and health disparities. Health & Place. 2011;17:438–48.
Pruitt SL, Shim MJ, Mullen PD, Vernon SW, Amick BC. Association of area socioeconomic status and breast, cervical, and colorectal cancer screening: a systematic review. Cancer Epidemiol Biomark Prev. 2009;18:2579–99.
Hu Y, van Lenthe F, Mackenbach J. Income inequality, life expectancy, and cause-specific mortality in 43 European countries, 1987-2008: a fixed-effects study. Eur J Epidemiol 2015:1–15.
Dai D. Black residential segregation, disparities in spatial access to health care facilities, and late-stage breast cancer diagnosis to metropolitan Detriot. Health & Place. 2010;16:1038–52.
Plascak J, Llanos A, Pennell M, Weier R, Paskett E. Neighborhood factors associated with time to resolution following an abnormal breast or cervical cancer screening test. Cancer Epidemiol Biomark Prev. 2014;23:2819–28.
Subramanian S, Kawachi I. Income inequality and health: what have we learned so far? Epidemiol Rev. 2004;26:78–91.
Warner E, Gomez S. Impact of neighborhood racial composition and metropolitan residential segregation on disparities in breast cancer stage at diagnosis and survival between black and white women in California. J Community Health. 2010;35:398–408.
Rios R, Aiken L, Zautra A. Neighborhood contexts and the mediating role of neighborhood social cohesion on health and psychological distress among Hispanic and non-Hispanic residents. Ann Behav Med. 2012;43:50–61.
Messer L, Oakes J, Mason S. Effects of socioeconomic and racial residential segregation on preterm birth: a cautionary tale of structural confounding. Am J Epidemiol. 2010;171:664–73.
Acevedo-Garcia D, Lochner K, Osypuk T, Subramanian S. Future directions in residential segregation and health research: a multilevel approach. Am J Public Health. 2003;93:215–21.
Dailey A, Kasl S, Holford T, et al. Neighborhood-level socioeconomic predictors of nonadherence to mammography screening guidelines. Cancer Epidemiology Biomarkers and Prevention. 2007:2331–4.
Peipins L, Graham S, Young R, et al. Time and distance barriers to mammography facilities in the Atlanta metropolitan area. J Community Health. 2011;36:675–83.
Rosenberg L, Wise L, Palmer J, et al. A multilevel study of socioeconomic predictors of regular mammography use among African-American women. Cancer Epidemiol Biomark Prev. 2005;14:2628–33.
Zenk S, Tarlov E, Sun J. Spatial equity in facilities providing low- or no-fee screening mammography in Chicago neighborhoods. J Urban Health. 2006;83:195–210.
Eschbach K, Manken J, Goodwin J. Neighborhood composition and incidence of cancer among Hispanics in the United States. Cancer. 2005;103:10366–1044.
Hiatt R, Pasick R, Stewart S, Bloom J, Davis P, Gardiner P, et al. Cancer screening for underserved women: the Breast and Cervical Cancer Intervention Study. Cancer Epidemiol Biomark Prev. 2008;17:1945–9.
Galster G The mechanism(s) of neighborhood effects: theory, evidence, and policy implications. Neighborhood effects research: new perspectives. Netherlands: Springer; 2012. p. 23–56.
Sampson R, Morneoff J, Gannon-Rowley T. Assessing neighborhood effects: social processes and new directions in research. Annual Review of Sociology. 2002;28:443–78.
Carroll-Scott A, Gilstad-Hayden K, Rosenthal L, Peters S, McCaslin R, Jeannette I. Disentangling neighborhood contextual associations with child body mass index, diet, and physical activity: the role of built, socioeconomic, and social environments. Soc Sci Med. 2013;96:106–14.
Katapodi MC, Facione NC, Dodd MJ, Waters C. The influence of social support on breast cancer screening in a multicultural community sample. Oncol Nurs Forum. 2002;29:845–52.
Molina Y, Martinez-Gutierrez J, Puschel K, Thompson B. Mammography use in Chile: the role of self-efficacy and provider, family, and friend recommendations. Health Education Research. 2013;28:784–92.
Molina Y, Ornelas I, Doty S, Bishop S, Beresford S, Coronado G. Family/friend recommendations and mammography intentions: The roles of perceived mammography norms and support. Health Education Research. Published online.
Christakis N, Fowler J. Social contagion theory: examining dynamic social networks and human behavior. Statistics Med. 2013;32:556–77.
Dailey A, Brumback B, Livingston M, et al. Area-level socioeconomic predictors of nonadherence to mammography screening guidelines. Cancer Epidemiol Biomark Prev. 2011;16:2293–303.
Bodh K, Kumari N, Rangi S, Saini S, Ghoshal S, Thakur M. Awareness and prevalence of risk factors of breast cancer and cervix cancer among women more than 35 years of age residing in low socio income colony. Int J Oncol Nurs. 2015;1:1.
Fanyanju O, Kraenzle S, Drake B, Oka M, Goodman M. Perceived barriers to mammography among underserved women in a Breast Health Center Outreach Program. Am J Surg. 2014;3:425–34.
Meade E ASPE research brief: overview of community characteristics in areas with concentrated poverty 2014.
Fischer M, Tienda M. Redrawing spatial color lines: Hispanic metropolitan dispersal, segregation, and economic opportunity. Hispanics and the future of America. USA: National Academic Press; 2006. p. p. 100–37.
Hall M. Residential integration on the new frontier: immigrant segregation in established and new destinations. Demography. 2013;50:1873–96.
Lichter D, Parisi D, Taquino M. Spatial assimilation in US cities and communities? Emerging patterns of Hispanic segregation from Blacks and Whites. Ann Am Acad Polit SocSci. 2015;660:36–56.
Rugh J, Massey D. Segregation in post-civil rights America. Du Bois Rev: Soc Sci Res Race. 2014;11:205–32.
Tienda M, Fuentes N. Hispanics in metropolitan America: new realities and old debates. Annual Rev Sociol. 2014;40:499–520.
Becares L, Shaw R, Nazroo J, Stafford M, Albor C, Atkin K, et al. Ethnic density effects on physical morbidity, mortality, and health behaviors: a systematic review of the literature. Am J Public Health. 2012;102:e33–66.
Denton E, Shaffer J, Alcantara C, Clemow L, Brondolo E. Hispanic residential ethnic density and depression in post-acute coronary syndrome patients: re-thinking the role of soical support. Int J Soc Psychiatry. 2015;61:225–35.
Viruell-Fuentes E, Morenoff J, Williams D, House J. Contextualizing nativity status, social ties, and ethnic enclaves: implications for understanding immigrant and Latino health paradoxes. Ethnicity Health. 2013;18:589–609.
Wells B, Horm J. Targeting the underserved breast and cervical cancer screening: the utility of ecological analysis using the National Health Interview Survey. Am J Public Health. 1998;88:1484–9.
Jargowsky P Immigrants and neighbourhoods of concentrated poverty: assimilation or stagnation? J Ethn Migr Stud. 2009;35:1129–51.
Almeida J, Kawachi I, Molnar B, Subramanian S. A multilevel analysis of soical ties and social cohesion among Latinos and their neighborhoods: Results from Chicago. J Urban Health. 2009;86:745–59.
Coronado G, Jimenez R, M-G J, McLerran D, Ornelas I, Patrick D, et al. Multi-level intervention to increase participation in mammography screening: ¡Fortaleza Latina! study design. Contemp Clin Trials. 2014;38:350–4.
American Community survey 5 year estimates: 2007–2011. 2014.
Diez-Roux A Bringing context back into epidemiology: variables and fallacies in multilevel analysis. Am J Public Health. 1998;88:216–22.
Diez-Roux A. Multilevel analysis in public health research. Ann Rev Public Health. 2000;21:171–92.
Sampson R, Sharkey P. Neighborhood selection and the social reproduction of concentrated racial inequality. Demography. 2008;45:1–29.
Rothwell J, Massey D. Geographic effects on intergenerational income mobility. Economic Geography. 2014;91:83–106.
Taplin SH, Yabroff KR, Zapka J. A multilevel research perspective on cancer care delivery: the example of follow-up to an abnormal mammogram. Cancer Epidemiol Biomark Prev: Publ Am Assoc Cancer Res Cosponsored Am Soc Prev Oncol. 2012;21:1709–15.
Consedine N. The demographic, system, and psychosocial origins of mammographic screening disparities: prediction of initiation versus maintenance screening among immigrant and non-immigrant women. J Immigrant Minority Health. 2012;14:570–82.
Molina Y, Thompson B, Espinoza N, Ceballos R. Breast cancer interventions serving US-based Latinas: current approaches and directions. Women’s Health. 2013;9:335–50.
Massey D, Gross A, Shibuya K. Migration, segregation, and geographic concentration of poverty. Am Sociol Rev 1994:424-45.
Pager D, Shepherd H. The sociology of discrimination: racial discrimination in employment, housing, credit, and consumer markets. Ann Rev Sociol. 2008;34:181–209.
Portes A, Sensenbrenner J. Embeddedness and immigration: notes on the social determinants of economic action. Am J Sociol. 1993;1320-50.
City files charges against 13 property owners for alleged violations of rental housing discrimination 2015.
Silva C Racial restrictive covenants: enforcing neighborhood segregation in Seattle 2009.
Cohen J, Cohen P, West S, Aiken L. Applied multiple regression/correlation analysis for the behavioral sciences: Routledge; 2013.
Massey D, Fischer M. How segregation concentrates poverty. Ethn Racial Stud. 2000;23:670–91.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
This study protocol was approved by the institutional review boards of the Fred Hutchinson Cancer Research Center, Seattle Cancer Care Alliance, and Sea Mar Community Health Clinics.
Informed Consent
Informed consent was obtained from each study participant.
Conflict of Interest
The authors declare that they have no competing interests.
Funding Support
This work was supported in part by the National Cancer Institute at the National Institutes of Health [P50CA148143, R25CA92408, U54CA203000, U54CA202997, U54CA202995]. Y.M. was also supported by the University of Illinois at Chicago Center for Research on Women and Gender and the University of Illinois Cancer Center.
Rights and permissions
About this article
Cite this article
Molina, Y., Plascak, J.J., Patrick, D.L. et al. Neighborhood Predictors of Mammography Barriers Among US-Based Latinas. J. Racial and Ethnic Health Disparities 4, 233–242 (2017). https://doi.org/10.1007/s40615-016-0222-3
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s40615-016-0222-3