This chapter presents and discusses two complementary statistical approaches for analyzing trajectories in a life course perspective: Sequence analysis and Markovian models. Sequence analysis is an exploratory approach that focuses on the entire trajectory and aims to identify similar patterns among individuals. Markovian models are instead model-based approaches. In a Markovian perspective, life trajectories are seen as the result of a stochastic process in which the probability of occurrence of a particular state or event depends on its history. The goal is then to identify the data generating process beyond the observed sequence of states. We demonstrate the differences and the complementarities of both approaches for studies on the inequality over the life course with an empirical illustration using retrospective data on life trajectories in Switzerland from age 20 to 65 in three life domains: health status, family situation, and working life. The data are collected in 2013 as part of the Swiss Household Panel study.

The analysis of inequality in life trajectories: An integration of two approaches / Danilo Bolano; André Berchtold. - ELETTRONICO. - Routledge:(2021), pp. 0-0.

The analysis of inequality in life trajectories: An integration of two approaches

Danilo Bolano
;
2021

Abstract

This chapter presents and discusses two complementary statistical approaches for analyzing trajectories in a life course perspective: Sequence analysis and Markovian models. Sequence analysis is an exploratory approach that focuses on the entire trajectory and aims to identify similar patterns among individuals. Markovian models are instead model-based approaches. In a Markovian perspective, life trajectories are seen as the result of a stochastic process in which the probability of occurrence of a particular state or event depends on its history. The goal is then to identify the data generating process beyond the observed sequence of states. We demonstrate the differences and the complementarities of both approaches for studies on the inequality over the life course with an empirical illustration using retrospective data on life trajectories in Switzerland from age 20 to 65 in three life domains: health status, family situation, and working life. The data are collected in 2013 as part of the Swiss Household Panel study.
2021
The Routledge Handbook of Contemporary Inequalities and the Life Course
0
0
Danilo Bolano; André Berchtold
File in questo prodotto:
File Dimensione Formato  
2022_ChapterBolanoBerchtold.pdf

Accesso chiuso

Tipologia: Pdf editoriale (Version of record)
Licenza: Tutti i diritti riservati
Dimensione 2.68 MB
Formato Adobe PDF
2.68 MB Adobe PDF   Richiedi una copia

I documenti in FLORE sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificatore per citare o creare un link a questa risorsa: https://hdl.handle.net/2158/1387155
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus ND
  • ???jsp.display-item.citation.isi??? ND
social impact