Search results for "family and work"

showing 2 items of 2 documents

Mothers’ return-to-work reasons and work–family conflict : does a partner involved in childcare make a difference?

2021

Facilitating mothers’ work–family reconciliation upon their return to work can be considered a viable means of enhancing women’s overall employment participation. This study examined return-to-work reasons among mothers with a one-year-old child, how these reasons are related to mothers’ background characteristics, work-to-family conflict (WFC) and family-to-work conflict (FWC) and whether having a partner home caring for the child protects against such conflicts. Results based on survey data collected from Finnish working mothers (N = 573) in 2016 showed four dimensions of return-to-work reasons: personal importance of work, work- and career-related worries, dissatisfaction with stay-at-ho…

Sociology and Political Sciencefamily and worklastenhoitotyöhönpaluuGeneral Social Sciencesemployed mothersDevelopmenttyöelämäperheetäiditFinlandwork-life balancereturn to work‌
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Combining Sequence Analysis and Hidden Markov Models in the Analysis of Complex Life Sequence Data

2018

Life course data often consists of multiple parallel sequences, one for each life domain of interest. Multichannel sequence analysis has been used for computing pairwise dissimilarities and finding clusters in this type of multichannel (or multidimensional) sequence data. Describing and visualizing such data is, however, often challenging. We propose an approach for compressing, interpreting, and visualizing the information within multichannel sequences by finding (1) groups of similar trajectories and (2) similar phases within trajectories belonging to the same group. For these tasks we combine multichannel sequence analysis and hidden Markov modelling. We illustrate this approach with an …

longitudinal datasekvensointisequence analysisSequence analysisComputer scienceMarkovin ketjutMarkov modelspitkittäistutkimuselämänkaari01 natural sciences010104 statistics & probability03 medical and health sciencesData sequencespopulation dynamicsSannolikhetsteori och statistik0101 mathematicsfamily and work trajectoriesProbability Theory and StatisticsHidden Markov modellife course030505 public healthhidden Markov modelslatent Markov modelsbusiness.industryPattern recognitionTvärvetenskapliga studier inom samhällsvetenskaplife sequence dataLife domainLife course approachPairwise comparisonArtificial intelligenceSocial Sciences Interdisciplinary0305 other medical sciencebusinessväestötilastot
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