Minimum Wages and Wage Distribution in Thailand: A Quantile Selection Model with Copula

Minimum wage policies were designed to raise the wages of low-skilled workers. In this study, we use data from the Thai Labor Force Survey (2011-2020) to examine the impact of the minimum wage policy on the wage distribution using a quantile regression model corrected for sample selection with a cop...

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Main Authors: Pherng, Wittawat, Buddhawongsa, Piyaluk, Leurcharusmee, Supanika, Maneejuk, Paravee
Format: Article
Language:English
Published: UUM Press 2022
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Online Access:https://repo.uum.edu.my/id/eprint/29166/1/JTOM%2017%2002%202022%2040-50.pdf
https://repo.uum.edu.my/id/eprint/29166/
https://doi.org/10.32890/jtom2022.17.2.4
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spelling my.uum.repo.291662023-02-09T02:41:11Z https://repo.uum.edu.my/id/eprint/29166/ Minimum Wages and Wage Distribution in Thailand: A Quantile Selection Model with Copula Pherng, Wittawat Buddhawongsa, Piyaluk Leurcharusmee, Supanika Maneejuk, Paravee TS Manufactures Minimum wage policies were designed to raise the wages of low-skilled workers. In this study, we use data from the Thai Labor Force Survey (2011-2020) to examine the impact of the minimum wage policy on the wage distribution using a quantile regression model corrected for sample selection with a copula. We find that the minimum wage has the strongest effect on the lowest quantile and the effect decreases toward the higher quantiles. This confirms the effectiveness of the minimum wage policy in raising the wages of low-income individuals. In addition, there is also a spill-over effect on individuals in higher wage quantiles. The effect of the minimum wage estimated by our model is smaller compared to the standard quantile regression. This suggests that without correcting for sampling bias, the estimated effect of the minimum wage leads to an upward bias UUM Press 2022 Article PeerReviewed application/pdf en cc4_by https://repo.uum.edu.my/id/eprint/29166/1/JTOM%2017%2002%202022%2040-50.pdf Pherng, Wittawat and Buddhawongsa, Piyaluk and Leurcharusmee, Supanika and Maneejuk, Paravee (2022) Minimum Wages and Wage Distribution in Thailand: A Quantile Selection Model with Copula. Journal of Technology and Operations Management, 17 (2). pp. 40-50. ISSN 2590-4175 (Online) https://doi.org/10.32890/jtom2022.17.2.4
institution Universiti Utara Malaysia
building UUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Utara Malaysia
content_source UUM Institutional Repository
url_provider http://repo.uum.edu.my/
language English
topic TS Manufactures
spellingShingle TS Manufactures
Pherng, Wittawat
Buddhawongsa, Piyaluk
Leurcharusmee, Supanika
Maneejuk, Paravee
Minimum Wages and Wage Distribution in Thailand: A Quantile Selection Model with Copula
description Minimum wage policies were designed to raise the wages of low-skilled workers. In this study, we use data from the Thai Labor Force Survey (2011-2020) to examine the impact of the minimum wage policy on the wage distribution using a quantile regression model corrected for sample selection with a copula. We find that the minimum wage has the strongest effect on the lowest quantile and the effect decreases toward the higher quantiles. This confirms the effectiveness of the minimum wage policy in raising the wages of low-income individuals. In addition, there is also a spill-over effect on individuals in higher wage quantiles. The effect of the minimum wage estimated by our model is smaller compared to the standard quantile regression. This suggests that without correcting for sampling bias, the estimated effect of the minimum wage leads to an upward bias
format Article
author Pherng, Wittawat
Buddhawongsa, Piyaluk
Leurcharusmee, Supanika
Maneejuk, Paravee
author_facet Pherng, Wittawat
Buddhawongsa, Piyaluk
Leurcharusmee, Supanika
Maneejuk, Paravee
author_sort Pherng, Wittawat
title Minimum Wages and Wage Distribution in Thailand: A Quantile Selection Model with Copula
title_short Minimum Wages and Wage Distribution in Thailand: A Quantile Selection Model with Copula
title_full Minimum Wages and Wage Distribution in Thailand: A Quantile Selection Model with Copula
title_fullStr Minimum Wages and Wage Distribution in Thailand: A Quantile Selection Model with Copula
title_full_unstemmed Minimum Wages and Wage Distribution in Thailand: A Quantile Selection Model with Copula
title_sort minimum wages and wage distribution in thailand: a quantile selection model with copula
publisher UUM Press
publishDate 2022
url https://repo.uum.edu.my/id/eprint/29166/1/JTOM%2017%2002%202022%2040-50.pdf
https://repo.uum.edu.my/id/eprint/29166/
https://doi.org/10.32890/jtom2022.17.2.4
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score 13.18916