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Has R&D contributed to productivity growth in China? The role of basic, applied and experimental R&D 研发是否促进了中国生产力的增长?基础研发、应用研发和实验研发的作用
IF 5.2 1区 经济学 Q1 ECONOMICS Pub Date : 2024-09-11 DOI: 10.1016/j.chieco.2024.102281
Yixiao Zhou , Sudyumna Dahal

Since the early 2000s, R&D expenditure in China has increased rapidly, with the country having the third highest R&D expenditure, next only to the OECD and USA, and having surpassed Japan since 2009. Furthermore, policies in China in recent years have emphasized the need to conduct more basic and applied R&D in order to overcome technological bottlenecks and risks in access to advanced technologies when faced with international geopolitical tension. However, in the meantime, the trend in measured total factor productivity (TFP) in China has been downward since 2010. A lack of TFP growth despite the significant investment in R&D raises the question of the impact of R&D expenditure on productivity growth in China. Therefore, this study aims to investigate this issue and estimate the effects of three types of R&D stocks (basic, applied and experimental R&D stock) on TFP in China, using newly constructed provincial panel data in China from 1998 to 2018. Various empirical models and control variables are adopted to take into account non-stationarity and spatial spill-over of the provincial R&D stock values over time. The analysis results are robust to various specifications and reveal a significant positive effect of overall R&D and experimental R&D on TFP in China, but basic R&D exerts no significant results, and the effects of applied R&D are mixed across specifications. Further analyses using the 1991–2018 national data demonstrated largely consistent results. These results suggest that experimental R&D has been crucial for enhancing TFP growth in China during the decades investigated, but evidence of basic and applied R&D driving TFP growth in China is lacking.

自 21 世纪初以来,中国的研发支出迅速增长,研发支出居世界第三位,仅次于经合组织和美国,并在 2009 年超过日本。此外,中国近年来的政策也强调要加大基础和应用研发力度,以克服技术瓶颈和在面临国际地缘政治紧张局势时获取先进技术的风险。然而,与此同时,自 2010 年以来,中国的全要素生产率(TFP)测算值一直呈下降趋势。在研发投入巨大的情况下,全要素生产率却没有增长,这引发了研发支出对中国生产率增长的影响问题。因此,本研究旨在研究这一问题,并利用新构建的中国1998-2018年省级面板数据,估计中国三类R&D存量(基础性、应用性和实验性R&D存量)对全要素生产率的影响。考虑到各省 R&D 存量值随时间变化的非平稳性和空间溢出效应,采用了多种实证模型和控制变量。分析结果对各种规格都是稳健的,揭示了总体研发和实验研发对中国全要素生产率有显著的正向影响,但基础研发没有显著影响,应用研发的影响在各种规格中表现不一。使用 1991-2018 年全国数据进行的进一步分析表明,结果基本一致。这些结果表明,在所调查的几十年中,实验研究与开发对提高中国全要素生产率的增长至关重要,但缺乏基础研究与应用研究与开发推动中国全要素生产率增长的证据。
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引用次数: 0
Impacts of CEO-employee pay disparity on investor behavior and market dynamics: Evidence from laboratory asset markets 首席执行官与雇员薪酬差距对投资者行为和市场动态的影响:来自实验室资产市场的证据
IF 5.2 1区 经济学 Q1 ECONOMICS Pub Date : 2024-09-10 DOI: 10.1016/j.chieco.2024.102282
Xiaolan Yang , Jiaqi Wang , Shu Chen

This study explores the impacts of CEO-to-employee pay disparity on investor behavior and market dynamics using an experimental methodology. We employed two laboratory asset markets with identical company valuations but differing CEO-employee pay ratios. Our findings reveal that a higher pay ratio leads investors to quote higher prices for the company's stock. This effect is driven by two conflicting mechanisms of social preference: inequality aversion, which motivates investors who value fairness to quote lower prices for stocks of companies with high pay ratios, and social comparison, where the high pay ratio prompts investors to compare their wealth with that of CEOs, thus becoming more risk-seeking and quoting higher prices. Moreover, higher pay ratios contribute to increased stock prices, fostering larger market bubbles, enhancing the dispersion of investor opinions, boosting trading volumes, and escalating market volatility. This study enriches our understanding of how asset markets react to CEO-to-employee pay disparities, providing valuable insights for policymakers and market participants.

本研究采用实验方法探讨首席执行官与员工薪酬差距对投资者行为和市场动态的影响。我们采用了两个公司估值相同但首席执行官与员工薪酬比率不同的实验室资产市场。我们的研究结果表明,薪酬比率越高,投资者对公司股票的报价就越高。这种效应是由两种相互冲突的社会偏好机制驱动的:不平等厌恶和社会比较,前者促使重视公平的投资者为高薪酬比率公司的股票报出较低的价格,后者则促使投资者将自己的财富与首席执行官的财富进行比较,从而变得更加追求风险并报出更高的价格。此外,较高的薪酬比率还有助于提高股票价格,催生更大的市场泡沫,增强投资者意见的分散性,提高交易量,加剧市场波动。这项研究丰富了我们对资产市场如何对首席执行官与员工薪酬差距做出反应的理解,为政策制定者和市场参与者提供了宝贵的见解。
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引用次数: 0
Does survey mode matter? An experimental evaluation of data quality in China 调查模式重要吗?中国数据质量的实验评估
IF 5.2 1区 经济学 Q1 ECONOMICS Pub Date : 2024-09-05 DOI: 10.1016/j.chieco.2024.102271
Shihan Feng, Feng Huang

This study employs experimental data from the Labor Force Survey (LFS) to compare the data quality of computer-assisted web interviewing (CAWI) and computer-assisted personal interviewing (CAPI). The experiment was conducted in 2023 as part of the LFS, an ongoing longitudinal face-to-face survey of Chinese adults aged 16 and above in a mega city. Using the identical questionnaire, respondents were randomly assigned to either the control group (CAPI mode only) or the treatment group (optional CAPI and CAWI modes). The characteristics of households and individuals obtained using mixed-mode design do not significantly differ from those obtained from single-mode design (CAPI), indicating no mode effect on data quality for mixed-mode surveys. Additionally, there are no significant differences in data quality between CAWI and CAPI. CAWI respondents tend to take more time to answer the questions compared to CAPI respondents. Our findings offer valuable insights into enhancing mode-specific targeting and improving the quality of survey data collection by leveraging both existing survey data and paradata.

本研究利用劳动力调查(LFS)的实验数据,比较计算机辅助网络访谈(CAWI)和计算机辅助个人访谈(CAPI)的数据质量。该实验于 2023 年进行,是劳动力调查的一部分。劳动力调查是一项对特大城市中 16 岁及以上中国成年人进行的纵向面对面调查。使用相同的问卷,受访者被随机分配到对照组(仅 CAPI 模式)或治疗组(可选 CAPI 和 CAWI 模式)。采用混合模式设计获得的家庭和个人特征与采用单一模式设计(CAPI)获得的家庭和个人特征没有显著差异,表明混合模式调查对数据质量没有模式影响。此外,CAWI 和 CAPI 在数据质量方面也没有显著差异。与 CAPI 受访者相比,CAWI 受访者往往需要更多时间回答问题。我们的研究结果为利用现有调查数据和范式加强特定调查模式的针对性和提高调查数据收集质量提供了宝贵的见解。
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引用次数: 0
Does air pollution cause more car accidents? Evidence from auto insurance claims 空气污染会导致更多车祸吗?来自汽车保险理赔的证据
IF 5.2 1区 经济学 Q1 ECONOMICS Pub Date : 2024-09-02 DOI: 10.1016/j.chieco.2024.102261
Yongheng Deng , Jia He , Bingqing Li , Xixi Shen

Using a proprietary data set of auto insurance claims from May 2014 to December 2016, this paper examines the influence of air pollution on the number and severity of traffic accidents in China. Combining an instrumental variable strategy with high-dimensional fixed effects, we find that air pollution significantly increases the occurrence of traffic accidents, with each 1 μg/m3 increase in the particulate matter 2.5 (PM2.5) resulting in a 0.12 % increase in traffic accident probability and a 0.40 % increase in traffic accident number within one day. A different pattern is revealed in our analysis of accident severity, evidenced by a decrease of 1.20 % in the average claim ratio compared to its mean value and a reduction of 26 yuan in the average claim amount made with an increase of 1 μg/m3 in PM2.5. Combining the effect on the number and severity of traffic accidents, for each 1 μg/m3 increase in daily PM2.5, the district daily claim amount decreases by approximately 34 yuan. Further analysis indicates that this may be related to cautious driving behavior resulting from the driver's increased risk aversion. By exercising caution and care on the road, drivers can reduce the negative influence of air pollution on road safety and avoid non-subjective behavioral biases.

本文利用 2014 年 5 月至 2016 年 12 月的车险理赔专有数据集,研究了空气污染对中国交通事故数量和严重程度的影响。结合工具变量策略和高维固定效应,我们发现空气污染会显著增加交通事故的发生,颗粒物 2.5(PM2.5)每增加 1 μg/m3 会导致一天内交通事故概率增加 0.12%,交通事故数量增加 0.40%。我们对事故严重性的分析显示了不同的模式,即 PM2.5 每增加 1 μg/m3 ,平均索赔率与平均值相比下降 1.20 %,平均索赔金额减少 26 元。结合对交通事故数量和严重程度的影响,PM2.5日均浓度每增加1微克/立方米,该区日均索赔额减少约34元。进一步分析表明,这可能与驾驶员风险规避意识增强导致的谨慎驾驶行为有关。驾驶员在道路上谨慎小心,可以减少空气污染对道路安全的负面影响,避免非主观行为偏差。
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引用次数: 0
Lights dim, exports down: Examining the trade effects of power shortages on Chinese manufacturing firms 灯光暗淡,出口下降:考察电力短缺对中国制造业企业的贸易影响
IF 5.2 1区 经济学 Q1 ECONOMICS Pub Date : 2024-09-02 DOI: 10.1016/j.chieco.2024.102270
Bingpeng Bao , Dahai Fu , Jian Yu , Ying Zhang

While existing research extensively investigates the repercussions of demand shocks on export performance, limited attention has been given to understanding the trade implications of supply-side input shocks. Utilizing a city-level power shortage index and firm-level data from 2006 to 2014 for the Chinese manufacturing sector, we provide novel evidence of a significant negative impact of power shortages on export performance. This finding remains robust across alternative measurements and in addressing endogeneity concerns. Furthermore, we find that power shortages curtail firms' inventory and innovation activities, which are linked to export performance. Heterogeneity tests reveal insignificant impacts on state-owned firms, those in inland areas and high-energy-consuming industries as well. Additionally, our findings indicate that power shortages exclusively affect the intensive margins of exports rather than the extensive margins. This research offers valuable insights for policymakers and managers in devising strategies to mitigate the adverse effects of power shortages.

虽然现有研究广泛调查了需求冲击对出口表现的影响,但对理解供应方投入冲击的贸易影响的关注却很有限。利用城市一级的电力短缺指数和 2006 年至 2014 年中国制造业的企业级数据,我们提供了电力短缺对出口绩效产生显著负面影响的新证据。在采用其他测量方法和解决内生性问题时,这一发现仍然是稳健的。此外,我们还发现,电力短缺抑制了企业的库存和创新活动,而这些活动与出口绩效息息相关。异质性检验显示,电力短缺对国有企业、内陆地区企业和高耗能行业的影响并不显著。此外,我们的研究结果表明,电力短缺只影响出口的密集边际,而不是广泛边际。这项研究为政策制定者和管理者提供了有价值的见解,有助于他们制定战略来减轻电力短缺的不利影响。
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引用次数: 0
Local government debt and corporate asset-debt maturity mismatches: Evidence from China 地方政府债务与企业资产债务期限错配:来自中国的证据
IF 5.2 1区 经济学 Q1 ECONOMICS Pub Date : 2024-08-30 DOI: 10.1016/j.chieco.2024.102269
Xi Wen , Wanli Li , Zhixuan Shen

In the context of the rapid accumulation of public debt inducing tightened credit supply for firms in China, this paper empirically estimates the effects of local government debt on corporate financing and investment maturity decisions. We find that the increasing local government debt significantly intensifies corporate asset-debt maturity mismatches. Mechanism tests conducted from both the demand and supply side of credit resources indicate that local government debt will enhance corporate maturity mismatches by decreasing firms' availability to long-term credit and increasing the cost of debt financing. Heterogeneity analyses show that the positive relation between government debt and corporate asset-debt maturity mismatches is more pronounced in non-state-owned firms, firms with smaller sizes, higher growth rates, and higher R&D intensity. This study highlights the crucial role of public debt in shaping corporate financing maturity policy and provides important implications for government debt governance reform.

在中国公共债务快速积累导致企业信贷供给收紧的背景下,本文通过实证研究估算了地方政府债务对企业融资和投资期限决策的影响。我们发现,地方政府债务的增加显著加剧了企业资产-债务期限错配。从信贷资源的需求和供给两方面进行的机制检验表明,地方政府债务会通过降低企业的长期信贷可得性和增加债务融资成本来加剧企业的期限错配。异质性分析表明,政府债务与企业资产负债期限错配之间的正相关关系在非国有企业、规模较小、增长率较高、研发强度较高的企业中更为明显。本研究强调了公共债务在影响企业融资期限政策方面的关键作用,并为政府债务治理改革提供了重要启示。
{"title":"Local government debt and corporate asset-debt maturity mismatches: Evidence from China","authors":"Xi Wen ,&nbsp;Wanli Li ,&nbsp;Zhixuan Shen","doi":"10.1016/j.chieco.2024.102269","DOIUrl":"10.1016/j.chieco.2024.102269","url":null,"abstract":"<div><p>In the context of the rapid accumulation of public debt inducing tightened credit supply for firms in China, this paper empirically estimates the effects of local government debt on corporate financing and investment maturity decisions. We find that the increasing local government debt significantly intensifies corporate asset-debt maturity mismatches. Mechanism tests conducted from both the demand and supply side of credit resources indicate that local government debt will enhance corporate maturity mismatches by decreasing firms' availability to long-term credit and increasing the cost of debt financing. Heterogeneity analyses show that the positive relation between government debt and corporate asset-debt maturity mismatches is more pronounced in non-state-owned firms, firms with smaller sizes, higher growth rates, and higher R&amp;D intensity. This study highlights the crucial role of public debt in shaping corporate financing maturity policy and provides important implications for government debt governance reform.</p></div>","PeriodicalId":48285,"journal":{"name":"中国经济评论","volume":"88 ","pages":"Article 102269"},"PeriodicalIF":5.2,"publicationDate":"2024-08-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142150091","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}
引用次数: 0
Gender difference in leaders framed with responsibility or authority: An experimental study 以责任或权力为框架的领导者的性别差异:一项实验研究
IF 5.2 1区 经济学 Q1 ECONOMICS Pub Date : 2024-08-30 DOI: 10.1016/j.chieco.2024.102267
Xu Jiang , Xianghong Wang

The underrepresentation of women in top leadership positions may result in a potential loss in efficiency. In this study, we examine gender differences in leadership emergence and efficiency when a leadership task is framed as authority or responsibility. In a public good game, the group leader is entitled to punish low contributors among the group members in order to increase the group welfare. The experimental design includes a basic treatment—framing the leader's task as authority or responsibility—in occasions where group leaders emerge through self-promotion or voting. We find a more pronounced framing effect among females compared to males. Although women are generally less willing and less voted to lead than men, the responsibility framing enhances female leaders' effectiveness to a larger extent than male leaders': they contribute more to the public good, and are more inclined to punish low contributors when they are voted as leaders. Therefore, when leadership tasks emphasize responsibility, female leaders could enhance social welfare in the provision of public goods.

女性在高层领导职位中所占比例过低,可能会导致潜在的效率损失。在本研究中,我们探讨了当领导任务被设定为权力或责任时,领导力的产生和效率方面的性别差异。在公益博弈中,群体领导者有权惩罚群体成员中的低贡献者,以提高群体福利。实验设计包括一种基本处理方法--将领导者的任务框定为权力或责任--在这种情况下,群体领导者通过自我推销或投票产生。我们发现,与男性相比,女性的框架效应更为明显。虽然女性一般比男性更不愿意领导,也更不容易被投票选举为领导,但与男性领导相比,责任框架在更大程度上提高了女性领导的有效性:她们对公共利益的贡献更大,当她们被投票选举为领导时,她们更倾向于惩罚低贡献者。因此,当领导任务强调责任时,女性领导者可以在提供公共产品方面提高社会福利。
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引用次数: 0
How to encourage consumers' ongoing participation in physical exercise via feedback: Evidence from a longitudinal field experiment 如何通过反馈鼓励消费者持续参与体育锻炼?来自纵向实地实验的证据
IF 5.2 1区 经济学 Q1 ECONOMICS Pub Date : 2024-08-30 DOI: 10.1016/j.chieco.2024.102268
Yifang Zhou, Yi Zhou, Lingfang Ivy Li, Liyin Jin

Improving consumers' ongoing participation in physical activity is crucial to enhance consumer well-being. While many consumers may begin an exercise program, sustaining their continued participation often presents a significant challenge. This study tests the effectiveness of providing different ex post feedback reminders to motivate consumers' ongoing exercise. We developed feedback reminders across two dimensions. One dimension varied the feedback messages according to whether the messages attributed performance to participants' own efforts, and the other dimension used different personal pronouns to examine whether the deictic relational framing of the feedback mattered. We developed an exercise recording application embedded in WeChat to conduct an 8-week longitudinal field experiment in China. We find that when feedback messages were provided, participants in the “I/We” frame and “You frame + effort emphasized” treatment groups achieved their weekly exercise goals more frequently, especially for subjects with low self-regulation. However, when feedback was no longer provided, the influence of the “You frame + effort emphasized” treatment was even reversed.

提高消费者对体育锻炼的持续参与度对于提升消费者的健康水平至关重要。虽然许多消费者可能会开始一项锻炼计划,但要维持他们的持续参与往往是一个巨大的挑战。本研究测试了提供不同的事后反馈提醒来激励消费者持续锻炼的有效性。我们开发了两个维度的反馈提醒。一个维度是根据反馈信息是否将参与者的表现归功于自身的努力来改变反馈信息,另一个维度是使用不同的人称代词来检验反馈信息的虚实关系框架是否重要。我们开发了一个嵌入微信的运动记录应用程序,在中国进行了为期 8 周的纵向实地实验。我们发现,当提供反馈信息时,"我/我们 "框架和 "你框架+强调努力 "处理组的参与者更频繁地完成每周的锻炼目标,尤其是对于自我调节能力较低的受试者。然而,当不再提供反馈信息时,"你的框架+强调努力 "处理组的影响甚至出现了逆转。
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引用次数: 0
Effect of parenting centers on caregiver mental health ——Evidence from a large scale randomized controlled trial in rural China 父母中心对照顾者心理健康的影响--来自中国农村大规模随机对照试验的证据
IF 5.2 1区 经济学 Q1 ECONOMICS Pub Date : 2024-08-29 DOI: 10.1016/j.chieco.2024.102259
Ai Yue, Qiannan Song, Yuan Gao, Shibin Liang, Xinyue Zhang, Yali Zhang, Yuxiu Ding, Yaojiang Shi

In the context of economic development, the escalating prevalence of depression, anxiety and stress poses substantial challenges, not only impacting individuals' physical and mental well-being but also exerting a profound influence on future human capital. This study conducts an exploratory analysis of the effects of a center-based early childhood development intervention on the mental health of the caregivers, utilizing data from a cluster randomized controlled trial involving 1652 caregivers in rural China. Over the course of two years, caregivers and children in 50 villages received individualized parenting training, one-on-one parenting classes, and access to open play spaces in village parenting centers. Our findings reveal sustained and significant intervention effects on caregivers' anxiety and stress symptoms. The primary mechanisms driving these effects include increased parenting time investment, alterations in parenting styles, and changes in the level of trust in others. Furthermore, our research demonstrates that the positive treatment effects on mental health outcomes are more pronounced among caregivers of children who initially lower development skills. The intervention exhibits a stronger impact on caregivers with lower educational attainment, particularly when the caregivers are grandmothers. These results underscore the importance of governmental attention to mental health issues in rural China, suggesting avenues for intervention through the provision of parenting knowledge and spaces facilitating caregiver-child interactions. This research contributes valuable insights into addressing mental health challenges in rural settings, promoting effective strategies for future policy implementation.

在经济发展的背景下,抑郁症、焦虑症和压力症的发病率不断攀升,不仅影响个人的身心健康,还对未来的人力资本产生深远影响,这给我们带来了巨大的挑战。本研究利用中国农村地区 1652 名保育员参与的群组随机对照试验数据,对基于中心的幼儿发展干预对保育员心理健康的影响进行了探索性分析。在为期两年的时间里,50 个村庄的保育员和儿童接受了个性化的育儿培训、一对一的育儿课程,并在村里的育儿中心获得了开放的游戏空间。我们的研究结果显示,干预措施对照顾者的焦虑和压力症状产生了持续而显著的影响。产生这些效果的主要机制包括:育儿时间投入的增加、育儿方式的改变以及对他人信任程度的变化。此外,我们的研究表明,对心理健康结果的积极治疗效果在最初发育技能较低的儿童的照顾者中更为明显。干预措施对教育程度较低的照顾者的影响更大,尤其是当照顾者是祖母时。这些结果强调了政府关注中国农村地区心理健康问题的重要性,并提出了通过提供育儿知识和促进照顾者与儿童互动的空间进行干预的途径。这项研究为应对农村地区的心理健康挑战提供了宝贵的见解,为未来政策的实施提供了有效的策略。
{"title":"Effect of parenting centers on caregiver mental health ——Evidence from a large scale randomized controlled trial in rural China","authors":"Ai Yue,&nbsp;Qiannan Song,&nbsp;Yuan Gao,&nbsp;Shibin Liang,&nbsp;Xinyue Zhang,&nbsp;Yali Zhang,&nbsp;Yuxiu Ding,&nbsp;Yaojiang Shi","doi":"10.1016/j.chieco.2024.102259","DOIUrl":"10.1016/j.chieco.2024.102259","url":null,"abstract":"<div><p>In the context of economic development, the escalating prevalence of depression, anxiety and stress poses substantial challenges, not only impacting individuals' physical and mental well-being but also exerting a profound influence on future human capital. This study conducts an exploratory analysis of the effects of a center-based early childhood development intervention on the mental health of the caregivers, utilizing data from a cluster randomized controlled trial involving 1652 caregivers in rural China. Over the course of two years, caregivers and children in 50 villages received individualized parenting training, one-on-one parenting classes, and access to open play spaces in village parenting centers. Our findings reveal sustained and significant intervention effects on caregivers' anxiety and stress symptoms. The primary mechanisms driving these effects include increased parenting time investment, alterations in parenting styles, and changes in the level of trust in others. Furthermore, our research demonstrates that the positive treatment effects on mental health outcomes are more pronounced among caregivers of children who initially lower development skills. The intervention exhibits a stronger impact on caregivers with lower educational attainment, particularly when the caregivers are grandmothers. These results underscore the importance of governmental attention to mental health issues in rural China, suggesting avenues for intervention through the provision of parenting knowledge and spaces facilitating caregiver-child interactions. This research contributes valuable insights into addressing mental health challenges in rural settings, promoting effective strategies for future policy implementation.</p></div>","PeriodicalId":48285,"journal":{"name":"中国经济评论","volume":"87 ","pages":"Article 102259"},"PeriodicalIF":5.2,"publicationDate":"2024-08-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142099359","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}
引用次数: 0
Regulation-induced digitalization 监管引发的数字化
IF 5.2 1区 经济学 Q1 ECONOMICS Pub Date : 2024-08-25 DOI: 10.1016/j.chieco.2024.102262
Yunqi Zhang , Xiaoyu Zhang

This paper investigates how environmental regulation induces firm digitalization. We construct a digital index based on textual analyses and find that after the implementation of the program, pilot firms' digitalization increased relative to that of a group of carefully matched control firms, which is opposite to the findings in the extant literature on technology adoption. This increase cannot be fully explained by regional unobservables, firms' own innovation, firm selection, or other policies. The results are robust when we consider firm subsidiaries. The increase in digitalization is not due to regulatory arbitrage, and the industry-level concentration of digitalization changes little.

本文研究了环境监管如何诱导企业数字化。我们在文本分析的基础上构建了一个数字化指数,发现在计划实施后,试点企业的数字化程度相对于精心匹配的对照组企业的数字化程度有所提高,这与现有技术采用文献的研究结果相反。地区非观测变量、企业自身创新、企业选择或其他政策都无法完全解释这一增长。当我们考虑企业子公司时,结果是稳健的。数字化程度的提高并非由于监管套利,行业层面的数字化集中度变化不大。
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引用次数: 0
期刊
中国经济评论
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