TY - JOUR
T1 - Do macroeconomic shocks in the local labor market lead to child maltreatment and death?
T2 - Empirical evidence from Japan
AU - Oikawa, Masato
AU - Kawamura, Akira
AU - Kang, Cheolmin
AU - Yamagata, Zentaro
AU - Noguchi, Haruko
N1 - Funding Information:
This study was partly funded by generous support from Waseda University Research Initiatives, entitled “Empirical and Theoretical Research for Social Welfare in Sustainable Society - Inheritance of human capital beyond ‘an individual’ and ‘a generation’” (PI: Haruko Noguchi); partly by a grant-in-aid for a scientific research project from the Ministry of Health, Labour and Welfare ( H29-Junkankitou-Ippan-002 ), entitled “Effects of the Prevention Policy of Lifestyle-related Disease on Labor Productivity and Macro Economy from Viewpoint of Cost-effective Analysis” (PI: Haruko Noguchi); a grant-in-aid for a scientific research project from the Ministry of Health, Labour and Welfare ( 19-FA1-013 ), entitled “Empirical Evaluation for Socio-economic Impacts of the Prevention Policy of Lifestyle Related Disease across Different Industries and Regions” (PI: Haruko Noguchi); and in part by a grant-in-aid for challenging research (pioneering) (19H05487), entitled “Toward the Implementation of Evidence-based Health Policies to the Real World-A trial of Using Big Data Analyses by the Integration of Arts and Sciences” (PI: Haruko Noguchi). This research received official approval to use secondary data from the Statistics and Information Department of the MHLW under Tohatsu-0507-3 as of May 7, 2018. We thank Yoko Yamamoto for her steady administrative support. The views and opinions expressed by the independent authors in this publication are provided in their personal capacity and are their sole responsibility.
Publisher Copyright:
© 2021 The Authors
PY - 2022/2
Y1 - 2022/2
N2 - Background: Japan is facing a rapid increase in the number of reported child maltreatment cases. Child maltreatment has long-term consequences for the victims, and unemployment rate is considered a strong predictor of it. However, only few studies have analyzed the causal relation between child maltreatment and the unemployment rate—particularly the effects of the latter on the former—in Japan. Methods: Using prefecture-level longitudinal data from 2005 to 2016, we employed a fixed effects instrumental variable estimation. The estimation included a weighted average of the national unemployment rate across industries by industrial structures in 2005 as an instrument to identify the causal effects. Results: The average local unemployment rate changed by approximately 50% from the peak to the bottom in the sample period. A 50% increase in local unemployment rates increased the number of reported child neglect cases and child deaths by 80% and 70% (statistically significant at the 5% level), respectively. Further, it increased cases of death due to external causes, unintentional injuries, and unintentional drowning by 146%, 217%, and 315% (statistically significant at the 5% level), respectively. Conclusion: The local unemployment rate is a risk factor for child maltreatment, resulting in children's death, especially as a result of unintentional drowning—the common cause of death due to child neglect. When the local unemployment rates rise, governments should allocate more financial and human resources for preventive measures to combat child deaths caused by neglect.
AB - Background: Japan is facing a rapid increase in the number of reported child maltreatment cases. Child maltreatment has long-term consequences for the victims, and unemployment rate is considered a strong predictor of it. However, only few studies have analyzed the causal relation between child maltreatment and the unemployment rate—particularly the effects of the latter on the former—in Japan. Methods: Using prefecture-level longitudinal data from 2005 to 2016, we employed a fixed effects instrumental variable estimation. The estimation included a weighted average of the national unemployment rate across industries by industrial structures in 2005 as an instrument to identify the causal effects. Results: The average local unemployment rate changed by approximately 50% from the peak to the bottom in the sample period. A 50% increase in local unemployment rates increased the number of reported child neglect cases and child deaths by 80% and 70% (statistically significant at the 5% level), respectively. Further, it increased cases of death due to external causes, unintentional injuries, and unintentional drowning by 146%, 217%, and 315% (statistically significant at the 5% level), respectively. Conclusion: The local unemployment rate is a risk factor for child maltreatment, resulting in children's death, especially as a result of unintentional drowning—the common cause of death due to child neglect. When the local unemployment rates rise, governments should allocate more financial and human resources for preventive measures to combat child deaths caused by neglect.
KW - Child death cases
KW - Child maltreatment
KW - Child neglect
KW - Japan
KW - Unemployment rate
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U2 - 10.1016/j.chiabu.2021.105430
DO - 10.1016/j.chiabu.2021.105430
M3 - Article
C2 - 34968867
AN - SCOPUS:85122803851
SN - 0145-2134
VL - 124
JO - Child Abuse and Neglect
JF - Child Abuse and Neglect
M1 - 105430
ER -