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The face of debt: Facial width-to-height ratios and regional debt in China

Facial width-to-height ratio (fWHr) has been widely proven to exert a lasting influence on shaping behavior. In this paper, we provide empirical evidence on the relationship between the fWHr level of bureaucrats and local government debt performance and attempt to discuss the demographic differences...

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Detalles Bibliográficos
Autores principales: Zhang, Kezhong, Ma, Tingyu, Wan, Xin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10173601/
https://www.ncbi.nlm.nih.gov/pubmed/37180888
http://dx.doi.org/10.1016/j.heliyon.2023.e15722
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author Zhang, Kezhong
Ma, Tingyu
Wan, Xin
author_facet Zhang, Kezhong
Ma, Tingyu
Wan, Xin
author_sort Zhang, Kezhong
collection PubMed
description Facial width-to-height ratio (fWHr) has been widely proven to exert a lasting influence on shaping behavior. In this paper, we provide empirical evidence on the relationship between the fWHr level of bureaucrats and local government debt performance and attempt to discuss the demographic differences in explaining the fWHr-behavior link. We manually collected the fWHr data of local bureaucrats and used prefecture-level panel data of China from 2006 to 2015. The results show that the fWHr levels of bureaucrats are highly correlated with local government debt—bureaucrats with higher fWHr tend to issue more debt and expand the local debt substantially. Results of heterogeneity analysis suggest that the level of fWHr is gender-related—male bureaucrats tend to issue more debt. In addition, bureaucrats who have higher fWHr and who also hold higher education degrees are more inclined to issue debt. In this paper, we concentrate on the Chinese bureaucrat group and provide new micro-evidence on fWHr-related behavior from the perspective of local debt.
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spelling pubmed-101736012023-05-12 The face of debt: Facial width-to-height ratios and regional debt in China Zhang, Kezhong Ma, Tingyu Wan, Xin Heliyon Research Article Facial width-to-height ratio (fWHr) has been widely proven to exert a lasting influence on shaping behavior. In this paper, we provide empirical evidence on the relationship between the fWHr level of bureaucrats and local government debt performance and attempt to discuss the demographic differences in explaining the fWHr-behavior link. We manually collected the fWHr data of local bureaucrats and used prefecture-level panel data of China from 2006 to 2015. The results show that the fWHr levels of bureaucrats are highly correlated with local government debt—bureaucrats with higher fWHr tend to issue more debt and expand the local debt substantially. Results of heterogeneity analysis suggest that the level of fWHr is gender-related—male bureaucrats tend to issue more debt. In addition, bureaucrats who have higher fWHr and who also hold higher education degrees are more inclined to issue debt. In this paper, we concentrate on the Chinese bureaucrat group and provide new micro-evidence on fWHr-related behavior from the perspective of local debt. Elsevier 2023-04-24 /pmc/articles/PMC10173601/ /pubmed/37180888 http://dx.doi.org/10.1016/j.heliyon.2023.e15722 Text en © 2023 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Research Article
Zhang, Kezhong
Ma, Tingyu
Wan, Xin
The face of debt: Facial width-to-height ratios and regional debt in China
title The face of debt: Facial width-to-height ratios and regional debt in China
title_full The face of debt: Facial width-to-height ratios and regional debt in China
title_fullStr The face of debt: Facial width-to-height ratios and regional debt in China
title_full_unstemmed The face of debt: Facial width-to-height ratios and regional debt in China
title_short The face of debt: Facial width-to-height ratios and regional debt in China
title_sort face of debt: facial width-to-height ratios and regional debt in china
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10173601/
https://www.ncbi.nlm.nih.gov/pubmed/37180888
http://dx.doi.org/10.1016/j.heliyon.2023.e15722
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