ArticleSociological methodology2022
Bayesian Multistate Life Table Methods for Large and Complex State Spaces: Development and Illustration of a New Method.
Article in Sociological methodology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.
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Who cites it
5 citing papers in PubMed.
- Disparity in disease, equality in death? Socioeconomic disparities in life expectancy after disease onset: a full-population cohort study over 64 non-communicable diseases in Denmark 2013-2022.European journal of public health · 2026Article
- Regional disparities in cognitive life expectancy: The role of birth and current residence in the United States.Health & place · 2025Article
- U.S. Trends in Job Stability by Sex, Race, and Ethnicity from 1996 to 2020.The Russell Sage Foundation journal of the social sciences : RSF · 2025Article
- Characterizing Deficit Accumulation Among Gulf War Era Veterans.The Journal of frailty & aging · 2024Article
- Regional differences in the impact of diabetes on population health in the USA.Journal of epidemiology and community health · 2021Article
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Authors and funding
2 authors.
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Abstract
Multistate life table methods are an important tool for producing easily understood measures of population health. Most contemporary uses of these methods involve sample data, thus requiring techniques for capturing uncertainty in estimates. In recent decades, several methods have been developed to do so. Among these methods, the Bayesian approach proposed by Lynch and Brown has several unique advantages. However, the approach is limited to estimating years to be spent in only two living states, such as "healthy" and "unhealthy." In this article, the authors extend this method to allow for large state spaces with "quasi-absorbing" states. The authors illustrate the new method and show its advantages using data from the Health and Retirement Study to investigate U.S. regional differences in years of remaining life to be spent with diabetes, chronic conditions, and disabilities. The method works well and yields rich output for reporting and subsequent analyses. The expanded method also should facilitate the use of multi-state life tables to address a wider array of social science research questions.
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Registered trials
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