中国经济评论Pub Date : 2025-05-08DOI: 10.1016/j.chieco.2025.102427
Qingquan Liang, Weihong Zeng, Lan Yi
{"title":"Examining the wage gap between public and non-public sector in China: Insights from a robust quantile selection model","authors":"Qingquan Liang, Weihong Zeng, Lan Yi","doi":"10.1016/j.chieco.2025.102427","DOIUrl":"10.1016/j.chieco.2025.102427","url":null,"abstract":"<div><div>This study examines the wage gap between public and non-public sectors, which constitute a key component of overall wage inequality in China. While quantile models are traditionally employed to analyze such wage gaps, their conventional implementations face methodological challenges, particularly in addressing endogeneity issues stemming from restrictive assumptions. Our empirical analysis of China's sectoral wage gap reveals that these conventional models fail to satisfy model specification tests, primarily due to bias introduced by residual terms in regression coefficient predictions. To address these limitations, we employ a robust quantile selection model that mitigates the restrictive assumptions. The results demonstrate a significant public sector wage premium—approximately 25 % on average—with the disparity being most pronounced among low quantiles. The analysis also reveals that previous models' prediction systematically underestimated public sector wage spillovers, and in some cases, mistakenly concluded that public sector wages were lower than those in the non-public sector. A detailed decomposition indicates that observable characteristics can explain over 80 % of the total wage gap in 2018. In comparison, the more extensive implementation of market-oriented reforms in state-owned enterprises corresponds to a reduced wage premium and unexplained portion. Finally, factor analysis identifies returns to human capital, demographic composition changes, and risk preferences emerge as key drivers, while the impact of industrial restructuring appears negligible.</div></div>","PeriodicalId":48285,"journal":{"name":"中国经济评论","volume":"92 ","pages":"Article 102427"},"PeriodicalIF":5.2,"publicationDate":"2025-05-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143937038","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
中国经济评论Pub Date : 2025-05-06DOI: 10.1016/j.chieco.2025.102430
Sophie Xuefei Wang
{"title":"Long-term consequences of fertility on elderly labor supply","authors":"Sophie Xuefei Wang","doi":"10.1016/j.chieco.2025.102430","DOIUrl":"10.1016/j.chieco.2025.102430","url":null,"abstract":"<div><div>In recent decades, the Chinese demographic structure has been shaped by two major trends: population aging and declining fertility. This study examines the long-term impact of fertility on China's elderly labor supply. The use of instrumental variable methods with data from the China Health and Retirement Longitudinal Study dataset shows that having more children reduces labor supply among the elderly, especially for disadvantaged elderly, including females, those residing in rural regions, and those with low levels of education. The negative effect mainly impacts the extensive margin of labor supply rather than the intensive margin. This study excludes co-residence with adult children and taking care of grandchildren as potential factors contributing to the negative impact on the elderly's labor supply. The rise in net transfers from children, as the number of children increases, may explain the observed negative effect. This relation between fertility and elderly labor supply has significant policy implications.</div></div>","PeriodicalId":48285,"journal":{"name":"中国经济评论","volume":"92 ","pages":"Article 102430"},"PeriodicalIF":5.2,"publicationDate":"2025-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143929137","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
中国经济评论Pub Date : 2025-05-06DOI: 10.1016/j.chieco.2025.102426
Yuexuan Gong , Haiping Xue , Tao Chen
{"title":"Income inequality and shadow education in China: From the perspective of social stratification","authors":"Yuexuan Gong , Haiping Xue , Tao Chen","doi":"10.1016/j.chieco.2025.102426","DOIUrl":"10.1016/j.chieco.2025.102426","url":null,"abstract":"<div><div>Using data from the China Institute for Educational Finance Research-Household Survey and China Household Finance Survey in 2015 and 2017, we examine the relationship between income inequality and expenditures on shadow education. Our results suggest that greater income inequality constrains shadow education expenditure. However, this effect is only significant among the lower social class. Mechanism analysis reveals that income inequality may influence shadow education expenditure through educational expectations, perceptions of fair opportunities, credit constraints, and social networks. Our conclusion reveals increased inequality in access to shadow education stemming from income inequality. The government should thus optimize policies for the distribution of secondary and tertiary education to reduce income inequality and encourage low-income families to value their children's education. This conclusion would help bridge the gap in access to education resources and outcomes among students with different income levels.</div></div>","PeriodicalId":48285,"journal":{"name":"中国经济评论","volume":"92 ","pages":"Article 102426"},"PeriodicalIF":5.2,"publicationDate":"2025-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143937035","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
中国经济评论Pub Date : 2025-05-06DOI: 10.1016/j.chieco.2025.102428
Jinqiao Long , Can Cui , Sebastian Kohl , Yunjia Yang
{"title":"The ladder of prosperity: An analysis of housing wealth accumulation across income groups in urban China","authors":"Jinqiao Long , Can Cui , Sebastian Kohl , Yunjia Yang","doi":"10.1016/j.chieco.2025.102428","DOIUrl":"10.1016/j.chieco.2025.102428","url":null,"abstract":"<div><div>Housing has appreciated at a record pace in the 2010s in many countries, and increasingly accounts for a significant share of total household wealth. This paper investigates the disparities in the accumulation of housing wealth by exploring the relationship between income status and housing price appreciation. Drawing on data from the 2017 China Household Finance Survey, our findings reveal that lower-income households do not experience proportionate increases in housing wealth compared to their higher-income counterparts. This inequality has also been widened by multiple property ownership. Purchasing lower-valued homes does not explain the disparities in the housing price appreciation. Lower-income households are more likely to own low-quality homes, leading to smaller annual housing price appreciation. Lower-income homeowners are less likely to change their primary residence since they moved in. Trading-up strategies or frequent moving, which help to realise higher annualised price appreciation, are more likely to be deployed by high-income households. Meanwhile, lower-income households are less likely to use mortgage loans than higher-income households. However, this does not impede annual housing price appreciation. This paper also finds that the disparities in housing price appreciation among different income groups are particularly greater in higher-tier cities and in cities that implemented the housing purchase restriction policies, as housing prices are more spectacular in these types of cities. Moreover, the disparities can be greater among households that obtained their dwellings through the second-hand commercial housing market and the self-built housing market. These findings suggest that housing wealth may reinforce income inequalities.</div></div>","PeriodicalId":48285,"journal":{"name":"中国经济评论","volume":"92 ","pages":"Article 102428"},"PeriodicalIF":5.2,"publicationDate":"2025-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143937036","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
中国经济评论Pub Date : 2025-05-02DOI: 10.1016/j.chieco.2025.102423
Peng Zhou , Lingyu Mo , Changchun Tan , Huaqing Wu
{"title":"Carbon regulatory risk exposure in the bond market: A quasi-natural experiment in China","authors":"Peng Zhou , Lingyu Mo , Changchun Tan , Huaqing Wu","doi":"10.1016/j.chieco.2025.102423","DOIUrl":"10.1016/j.chieco.2025.102423","url":null,"abstract":"<div><div>This study aims to examine the causal effect of carbon regulatory risk on corporate bond yield spreads in emerging markets through empirical analysis. Exploiting China's commitment to <em>peak CO</em><sub><em>2</em></sub> <em>emissions before 2030 and achieve carbon neutrality before 2060</em> as an exogenous shock to an unexpected increase in carbon regulatory risk, we perform a difference-in-difference-in-differences (DDD) strategy. We find that exposure to carbon regulatory risk leads to an increase in bond yield spreads for carbon-intensive firms located in regions with stricter regulatory enforcement. This positive relationship is more pronounced for firms with financing constraints, belonging to more competitive industries, and located in regions with a high marketization process. We further identify that higher earnings uncertainty and increased investor attention serve as two mechanisms by which carbon regulatory risk influences the yield spreads of corporate bonds. Moreover, the spread decomposition reveals that the rise in bond yield spreads after an increase in carbon regulatory risk is primarily driven by the rise in default risk rather than the rise in liquidity risk. Overall, our findings highlight the importance of considering carbon regulatory risk exposure in financial markets, especially in developing economies like China.</div></div>","PeriodicalId":48285,"journal":{"name":"中国经济评论","volume":"92 ","pages":"Article 102423"},"PeriodicalIF":5.2,"publicationDate":"2025-05-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143906950","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
中国经济评论Pub Date : 2025-04-30DOI: 10.1016/j.chieco.2025.102413
Qin Chen , Jinfeng Ge , Huaqing Xie , Xingcheng Xu , Yanqing Yang
{"title":"Large language models at work in China’s labor market","authors":"Qin Chen , Jinfeng Ge , Huaqing Xie , Xingcheng Xu , Yanqing Yang","doi":"10.1016/j.chieco.2025.102413","DOIUrl":"10.1016/j.chieco.2025.102413","url":null,"abstract":"<div><div>This paper explores the potential impacts of large language models (LLMs) on the Chinese labor market. We analyze occupational exposure to LLM capabilities by incorporating human expertise and LLM classifications, following the methodology of Eloundou et al. (2023). The results indicate a positive correlation between occupational exposure and both wage levels and experience premiums at the occupation level. This suggests that higher-paying and experience-intensive jobs may face greater exposure risks from LLM-powered software. We then aggregate occupational exposure at the industry level to obtain industrial exposure scores. Both occupational and industrial exposure scores align with expert assessments. Our empirical analysis also demonstrates a distinct impact of LLMs, which deviates from the routinization hypothesis. We present a stylized theoretical framework to better understand this deviation from previous digital technologies. By incorporating entropy-based information theory into the task-based framework, we propose an AI learning theory that reveals a different pattern of LLM impacts compared to the routinization hypothesis.</div></div>","PeriodicalId":48285,"journal":{"name":"中国经济评论","volume":"92 ","pages":"Article 102413"},"PeriodicalIF":5.2,"publicationDate":"2025-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143894309","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
中国经济评论Pub Date : 2025-04-28DOI: 10.1016/j.chieco.2025.102422
Yang Yaowu , Cheng Qidong , Liu Yang
{"title":"Board structure and corporate strategic aggressiveness - an examination based on the double machine learning method","authors":"Yang Yaowu , Cheng Qidong , Liu Yang","doi":"10.1016/j.chieco.2025.102422","DOIUrl":"10.1016/j.chieco.2025.102422","url":null,"abstract":"<div><div>China's newly revised “Company Law” makes clear provisions regarding the composition and powers of the board of directors, which impact the formulation and implementation of corporate strategies. Taking the data of A-share listed companies in Shanghai and Shenzhen from 2008 to 2022 as the research sample, we employ double machine learning (DML) to verify the impact of board structure on corporate strategy aggressiveness, its mechanism of action and heterogeneous effects from the perspective of corporate boards. The study reveals that board structure has a significant effect on corporate strategic aggressiveness. Specifically, CEO duality enhances corporate strategic aggressiveness, a large size of the board of directors reduces corporate strategic aggressiveness, and the percentage of independent directors has a significant positive effect on corporate strategic aggressiveness. These effects can be realized through both internal control and compensation incentives. Further research shows that the effect of board structure on corporate strategic aggressiveness is more pronounced in firms whose executives have overseas backgrounds and in firms in highly competitive environments. Moreover, there is significant heterogeneity in the effect of board structure on corporate strategic aggressiveness in the presence of major exogenous shocks.</div></div>","PeriodicalId":48285,"journal":{"name":"中国经济评论","volume":"92 ","pages":"Article 102422"},"PeriodicalIF":5.2,"publicationDate":"2025-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143894310","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
中国经济评论Pub Date : 2025-04-28DOI: 10.1016/j.chieco.2025.102421
Xiaodi Qin, Huichun Sun, Haitao Wu
{"title":"Wealth-based common prosperity and household CO2: Evidence from China","authors":"Xiaodi Qin, Huichun Sun, Haitao Wu","doi":"10.1016/j.chieco.2025.102421","DOIUrl":"10.1016/j.chieco.2025.102421","url":null,"abstract":"<div><div>Can China's pursuit of common prosperity reduce household carbon emissions (HCEs) through equitable wealth growth and distribution? Using panel data from China Family Panel Studies (2014–2018), merged with sectoral emission intensities from Carbon Emission Account & Datasets and Input-Output Tables, we investigate the causal impact of wealth-based common prosperity on consumption-based HCEs. We measure common prosperity through Sen's welfare function and employ instrumental variable estimation to address endogeneity concerns. Our findings reveal that wealth-based common prosperity significantly reduces HCEs through three channels: enhanced environmental consciousness, accelerated clean energy adoption, and reduced conspicuous consumption. Importantly, these effects are more pronounced among middle-and-higher income households and in regions with greater government expenditure. These results provide empirical support for policy complementarity between wealth growth, distribution and carbon neutrality.</div></div>","PeriodicalId":48285,"journal":{"name":"中国经济评论","volume":"92 ","pages":"Article 102421"},"PeriodicalIF":5.2,"publicationDate":"2025-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143904424","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
中国经济评论Pub Date : 2025-04-25DOI: 10.1016/j.chieco.2025.102407
Bei Luo , Xueying Lyu , Ze Song
{"title":"Efficiency and equity of electricity pricing: Evidence from family-size-based IBP in Shanghai, China","authors":"Bei Luo , Xueying Lyu , Ze Song","doi":"10.1016/j.chieco.2025.102407","DOIUrl":"10.1016/j.chieco.2025.102407","url":null,"abstract":"<div><div>This paper investigates the impact of incorporating family size into increasing block pricing (IBP) for residential electricity on social equity and efficiency in Shanghai, China. Using an instrumental variable approach, we first identify the heterogeneous elasticity of electricity demand between small and large families. We then conduct a comparative analysis of IBP with and without family-size adjustments, assessing their redistributional outcomes and transfer-related costs relative to a break-even flat rate. Our findings show that family-size-based IBP achieves the intended redistributional outcomes with minimal efficiency costs, regardless of whether per capita or total income is prioritized when evaluating social equity. These results suggest that incorporating family-size-based criteria into electricity pricing could be an effective and efficient strategy to enhance social equity.</div></div>","PeriodicalId":48285,"journal":{"name":"中国经济评论","volume":"92 ","pages":"Article 102407"},"PeriodicalIF":5.2,"publicationDate":"2025-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143890537","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
中国经济评论Pub Date : 2025-04-23DOI: 10.1016/j.chieco.2025.102420
Jian Zhang , Ashok K. Mishra , Linyi Zheng
{"title":"China's new agricultural subsidy and land rental market development: The dual perspective of efficiency and equity","authors":"Jian Zhang , Ashok K. Mishra , Linyi Zheng","doi":"10.1016/j.chieco.2025.102420","DOIUrl":"10.1016/j.chieco.2025.102420","url":null,"abstract":"<div><div>This study investigates the impact of China's agricultural subsidies on farmers' decisions to participate in the land rental market and analyzes their effects on efficiency and equity. The study uses a double-hurdle method with panel data from rural China. Results show that, on average, a 1 % increase in agricultural subsidies increases the likelihood of farm households renting-in land by 1.0 % and the total amount of land rented-in by 0.6 %. Agricultural subsidies improve the efficiency of the farmland rental market, facilitating the transfer of land to more efficient households. However, agricultural subsidies also tend to benefit village elites more, incentivizing them to acquire land, thus reducing the equity of the land rental market. Mechanism analysis reveals that new subsidies increased farm households' income and alleviated liquidity constraints, improving the comparative returns to farming.</div></div>","PeriodicalId":48285,"journal":{"name":"中国经济评论","volume":"92 ","pages":"Article 102420"},"PeriodicalIF":5.2,"publicationDate":"2025-04-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143877167","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}