Social disparities in heart disease risk and survivor bias among autoworkers: an examination based on survival models and g-estimation

Occup Environ Med. 2015 Feb;72(2):138-44. doi: 10.1136/oemed-2014-102168. Epub 2014 Nov 21.

Abstract

Objectives: To examine gender and racial disparities in ischaemic heart disease (IHD) mortality related to metalworking fluid exposures and in the healthy worker survivor effect.

Methods: A cohort of white and black men and women autoworkers in the USA was followed from 1941 to 1995 with quantitative exposure to respirable particulate matter from water-based metalworking fluids. Separate analyses used proportional hazards models and g-estimation.

Results: The HR for IHD among black men was 3.29 (95% CI 1.49 to 7.31) in the highest category of cumulative synthetic fluid exposure. The HR for IHD among white women exposed to soluble fluid reached 2.44 (95% CI 0.96 to 6.22). However, no increased risk was observed among white men until we corrected for the healthy worker survivor effect. Results from g-estimation indicate that if white male cases exposed to soluble or synthetic fluid had been unexposed to that fluid type, then 1.59 and 1.20 years of life would have been saved on average, respectively.

Conclusions: We leveraged the strengths of two different analytic approaches to examine the IHD risks of metalworking fluids. All workers may have the same aetiological risk; however, black and female workers may experience more IHD from water-based metalworking fluid exposure because of a steeper exposure-response or weaker healthy worker survivor effect.

Keywords: G-Estimation; Health Disparities; Healthy Worker Survivor Effect; Heart Disease; Metalworking Fluid.

Publication types

  • Comparative Study
  • Research Support, U.S. Gov't, P.H.S.

MeSH terms

  • Aged
  • Air Pollutants, Occupational / adverse effects*
  • Automobiles*
  • Bias*
  • Black or African American
  • Female
  • Health Status Disparities
  • Healthy Worker Effect
  • Humans
  • Male
  • Manufacturing Industry*
  • Metals
  • Middle Aged
  • Models, Statistical
  • Myocardial Ischemia / mortality*
  • Occupational Diseases / mortality*
  • Occupational Exposure / adverse effects*
  • Occupations
  • Particulate Matter / adverse effects
  • Risk Factors
  • Sex Factors
  • Survival Rate
  • United States / epidemiology
  • White People

Substances

  • Air Pollutants, Occupational
  • Metals
  • Particulate Matter