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Development and validation of sustainable employability index among older employees

BACKGROUND: Sustainable employability (SE) has become an important factor for keeping people in the labour market and enabling the extension of working life. AIMS: We developed and validated an SE index to predict assured workability in 2 years. Additionally, we developed a scoring tool to use in pr...

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Autores principales: Neupane, S, K C, P, Kyrönlahti, S, Siukola, A, Kosonen, H, Lumme-Sandt, K, Nikander, P, Nygård, C H
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9927810/
https://www.ncbi.nlm.nih.gov/pubmed/36637864
http://dx.doi.org/10.1093/occmed/kqac120
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author Neupane, S
K C, P
Kyrönlahti, S
Siukola, A
Kosonen, H
Lumme-Sandt, K
Nikander, P
Nygård, C H
author_facet Neupane, S
K C, P
Kyrönlahti, S
Siukola, A
Kosonen, H
Lumme-Sandt, K
Nikander, P
Nygård, C H
author_sort Neupane, S
collection PubMed
description BACKGROUND: Sustainable employability (SE) has become an important factor for keeping people in the labour market and enabling the extension of working life. AIMS: We developed and validated an SE index to predict assured workability in 2 years. Additionally, we developed a scoring tool to use in practice. METHODS: A questionnaire survey of postal employees aged ≥50 years was conducted in 2016 and followed up in 2018 (n = 1102). The data were divided into training and validation sets. The outcome was defined as whether the employees had an assured workability after 2 years or not. Multivariable log-binomial regression was used to calculate the SE index. The area under the curve (AUC) was calculated to assess the discriminative power of the index. RESULTS: The probability of assured workability increased with increasing quintiles of the SE index. The highest quintiles of the SE index showed the highest observed and expected assured workability in 2 years. The predictive ability, area under the curve (AUC) for training was 0.79 (95% CI 0.75–0.83) and for validation data was 0.76 (95% CI 0.73–0.80). In the scoring tool, the self-rated health, workability, job satisfaction and perceived employment had the highest contribution to the index. CONCLUSIONS: The SE index was able to distinguish the employees based on whether they had assured workability after 2 years. The scoring method could be used to calculate the potentiality of future employability among late midlife postal employees.
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spelling pubmed-99278102023-02-16 Development and validation of sustainable employability index among older employees Neupane, S K C, P Kyrönlahti, S Siukola, A Kosonen, H Lumme-Sandt, K Nikander, P Nygård, C H Occup Med (Lond) Original Papers BACKGROUND: Sustainable employability (SE) has become an important factor for keeping people in the labour market and enabling the extension of working life. AIMS: We developed and validated an SE index to predict assured workability in 2 years. Additionally, we developed a scoring tool to use in practice. METHODS: A questionnaire survey of postal employees aged ≥50 years was conducted in 2016 and followed up in 2018 (n = 1102). The data were divided into training and validation sets. The outcome was defined as whether the employees had an assured workability after 2 years or not. Multivariable log-binomial regression was used to calculate the SE index. The area under the curve (AUC) was calculated to assess the discriminative power of the index. RESULTS: The probability of assured workability increased with increasing quintiles of the SE index. The highest quintiles of the SE index showed the highest observed and expected assured workability in 2 years. The predictive ability, area under the curve (AUC) for training was 0.79 (95% CI 0.75–0.83) and for validation data was 0.76 (95% CI 0.73–0.80). In the scoring tool, the self-rated health, workability, job satisfaction and perceived employment had the highest contribution to the index. CONCLUSIONS: The SE index was able to distinguish the employees based on whether they had assured workability after 2 years. The scoring method could be used to calculate the potentiality of future employability among late midlife postal employees. Oxford University Press 2023-02-14 /pmc/articles/PMC9927810/ /pubmed/36637864 http://dx.doi.org/10.1093/occmed/kqac120 Text en © The Author(s) 2023. Published by Oxford University Press on behalf of the Society of Occupational Medicine. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Papers
Neupane, S
K C, P
Kyrönlahti, S
Siukola, A
Kosonen, H
Lumme-Sandt, K
Nikander, P
Nygård, C H
Development and validation of sustainable employability index among older employees
title Development and validation of sustainable employability index among older employees
title_full Development and validation of sustainable employability index among older employees
title_fullStr Development and validation of sustainable employability index among older employees
title_full_unstemmed Development and validation of sustainable employability index among older employees
title_short Development and validation of sustainable employability index among older employees
title_sort development and validation of sustainable employability index among older employees
topic Original Papers
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9927810/
https://www.ncbi.nlm.nih.gov/pubmed/36637864
http://dx.doi.org/10.1093/occmed/kqac120
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