Most of the literature linking the living conditions of the elderly with their health outcomes refers to the population living in private dwellings, while studies dealing with the topic from a broader perspective, including the population living in institutions, are sparse. This can be ascribed to the fact that nation-wide surveys on health do not generally include the population living in institutions, and to a strong selection of the institutionalised population, which calls for specific techniques to deal with the induced bias in estimators. Our study aims at highlighting the role of family support on elderly survival looking at private vs collective households. We examine the relationship between several aspects of living conditions and mortality in a cohort of 16,263 individuals aged 55 and over, living in community and in institutions in France. We perform inverse probabilities of treatment weighting (IPTW) with the Cox model so as to include and adjust for confounders. We fit a selection probability model based on a logistic regression with covariates representing ex-ante characteristics (among which disability status) that determine the probability for individuals to entering an institution versus staying at home.
The protective role of family ties on elderly mortality: addressing the bias introduced by the selection of institutionalized population / Giudici, C.; Polettini, S.; Arezzo, M. F.; Brouard, N.. - (2018). (Intervento presentato al convegno 49th Scientific meeting of the Italian Statistical Society tenutosi a Palermo).
The protective role of family ties on elderly mortality: addressing the bias introduced by the selection of institutionalized population
Giudici C.;Polettini S.;Arezzo M. F.;
2018
Abstract
Most of the literature linking the living conditions of the elderly with their health outcomes refers to the population living in private dwellings, while studies dealing with the topic from a broader perspective, including the population living in institutions, are sparse. This can be ascribed to the fact that nation-wide surveys on health do not generally include the population living in institutions, and to a strong selection of the institutionalised population, which calls for specific techniques to deal with the induced bias in estimators. Our study aims at highlighting the role of family support on elderly survival looking at private vs collective households. We examine the relationship between several aspects of living conditions and mortality in a cohort of 16,263 individuals aged 55 and over, living in community and in institutions in France. We perform inverse probabilities of treatment weighting (IPTW) with the Cox model so as to include and adjust for confounders. We fit a selection probability model based on a logistic regression with covariates representing ex-ante characteristics (among which disability status) that determine the probability for individuals to entering an institution versus staying at home.File | Dimensione | Formato | |
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