Trajectories of Labor Market Inequalities and Health Among Employees in Korea: Multichannel Sequence Analysis

Kang, Ji Young

doi:10.1007/s11205-021-02787-4

Soc Indic Res

2021

DOI: 10.1007/s11205-021-02787-4

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Trajectories of Labor Market Inequalities and Health Among Employees in Korea: Multichannel Sequence Analysis

Ji Young Kang

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Cited by 2 publications

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“…Therefore, some authors (Gauthier et al 2010; Pollock 2007; Stovel, Savage, and Bearman 1996) prefer to derive MD costs additively from domain costs, which is path 2. Currently, this “cost additive trick” (CAT) is perhaps the most frequently adopted strategy; it is also the only method explicitly implemented in the TraMineR sequence analysis software (Gabadinho et al 2011); it was used, for example, by Delaporte and Kulu (2023), Möhring and Weiland (2021), and Kang (2022). Regarding the third path, some authors (e.g., Han and Moen 1999) propose that MD distances may be defined by additively combining distances computed separately for each domain.…”

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confidence: 99%

“…In recent years, applications of MD sequence analysis have proliferated in the social sciences across a range of disciplines to analyze various substantive topics, such as employment and health (Eisenberg-Guyot et al 2020), immigrants’ childbearing and partnership (Delaporte and Kulu 2023), couples’ life-course and income in later life (Möhring and Weiland 2021), health and labor market inequalities (Kang 2022), and patient care consumption (Roux et al 2022).…”

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Strategies for Multidomain Sequence Analysis in Social Research

Ritschard

Liao

Struffolino

2023

Sociological Methodology

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Multidomain/multichannel sequence analysis has become widely used in social science research to uncover the underlying relationships between two or more observed trajectories in parallel. For example, life-course researchers use multidomain sequence analysis to study the parallel unfolding of multiple life-course domains. In this article, the authors conduct a critical review of the approaches most used in multidomain sequence analysis. The parallel unfolding of trajectories in multiple domains is typically analyzed by building a joint multidomain typology and by examining how domain-specific sequence patterns combine with one another within the multidomain groups. The authors identify four strategies to construct the joint multidomain typology: proceeding independently of domain costs and distances between domain sequences, deriving multidomain costs from domain costs, deriving distances between multidomain sequences from within-domain distances, and combining typologies constructed for each domain. The second and third strategies are prevalent in the literature and typically proceed additively. The authors show that these additive procedures assume between-domain independence, and they make explicit the constraints these procedures impose on between-multidomain costs and distances. Regarding the fourth strategy, the authors propose a merging algorithm to avoid scarce combined types. As regards the first strategy, the authors demonstrate, with a real example based on data from the Swiss Household Panel, that using edit distances with data-driven costs at the multidomain level (i.e., independent of domain costs) remains easily manageable with more than 200 different multidomain combined states. In addition, the authors introduce strategies to enhance visualization by types and domains.

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confidence: 99%

mentioning

confidence: 99%

Strategies for Multidomain Sequence Analysis in Social Research

Ritschard

Liao

Struffolino

2023

Sociological Methodology

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Trajectories of NEET in individuals formerly placed in out‐of‐home care: A Swedish national cohort study

Brännström,

Berlin,

Bäckman

et al. 2024

Int J Soc Welfare

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It is widely acknowledged that individuals with out‐of‐home care (OHC) experiences, including foster‐family care and residential care, face an increased risk of poor labour market attachment during emerging adulthood. However, limited understanding exists regarding how this attachment, conceptualized here as ‘not in employment, education, or training’ (NEET), evolves beyond young adulthood and the degree to which this development is marked by persistence or desistance. Using group‐based trajectory modelling and multinomial regression on population‐based register data for over 650,000 Swedish men and women (including approximately 14,000 with OHC experience), followed from birth to age 40, the results indicate that OHC‐experienced individuals, especially those first placed as teenagers, exhibit a substantially higher risk of persistent NEET compared to peers without OHC experience. Nevertheless, the majority of OHC‐experienced individuals followed pathways characterized by desistance. Implications for research, policy and practice are discussed.

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Trajectories of Labor Market Inequalities and Health Among Employees in Korea: Multichannel Sequence Analysis

Cited by 2 publications

References 53 publications

Strategies for Multidomain Sequence Analysis in Social Research

Strategies for Multidomain Sequence Analysis in Social Research

Trajectories of NEET in individuals formerly placed in out‐of‐home care: A Swedish national cohort study

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