title: Community- and individual-level socioeconomic status and breast cancer risk: multilevel modeling on Cape Cod, Massachusetts.
abstract: BACKGROUND
  Previous research demonstrated increased risk of breast cancer associated with higher socioeconomic status (SES) measured at both the individual and community levels. However, little attention has been paid to simultaneously examining both measures.
  
  
  OBJECTIVE
  We evaluated the independent influences of individual and community SES on the risk of breast cancer using case-control data. Because our previous work suggests that associations may be stronger after including a latency period, we also assessed the effect of community-level SES assuming a 10-year latency period.
  
  
  METHODS
  We obtained individual education for cases and matched controls diagnosed between 1987 and 1993 on Cape Cod, Massachusetts (USA). We acquired community-level SES from census data for 1980 and 1990. Using SES data at diagnosis and 10 years earlier, we constructed models for breast cancer risk using individual-level SES only, community-level SES only, and a multilevel analysis including both. We adjusted models for other individual-level risk factors.
  
  
  RESULTS
  Women with the highest education were at greater risk of developing breast cancer in both 1980 and 1990 [odds ratio (OR) = 1.17 and 1.19, respectively]. Similarly, women living in the highest-SES communities in 1990 had greater risk (OR = 1.30). Results were stronger in the analyses considering a latency period (OR = 1.69). Adjusting for intragroup correlation had little effect on the analyses.
  
  
  CONCLUSIONS
  Models including individual- or community-level measures of SES produced associations similar to those observed in previous research. Results for models including both measures are consistent with a contextual effect of SES on risk of breast cancer independent of individual SES.
authors: Department of Environmental Health, Boston University Schoolof Public Health, Boston, Massachusetts 02118, USA. twebster@bu.edu
authors: Thomas F
authors: TF
authors: Webster
authors: Kate
authors: K
authors: Hoffman
authors: Janice
authors: J
authors: Weinberg
authors: Verónica
authors: V
authors: Vieira
authors: Ann
authors: A
authors: Aschengrau
mesh_terms: D000293:Adolescent; D000328:Adult; D000368:Aged; D000369:Aged, 80 and over; D001943:Breast Neoplasms / Q000453:epidemiology*; D002648:Child; D002675:Child, Preschool; D004522:Educational Status; D005260:Female; D006801:Humans; D015994:Incidence; D007223:Infant; D008404:Massachusetts / Q000453:epidemiology; D008875:Middle Aged; D008962:Models, Theoretical; D012307:Risk Factors; D012959:Socioeconomic Factors; D013029:Space-Time Clustering