Difference-in-differences model

差异模型
  • 文章类型: Journal Article
    随着我国人口老龄化步伐的加快和智慧城市试点政策的实施,中老年人群能否融入和适应这个“智慧”社会已经成为一个亟待解决的问题。在这种情况下,探索智慧城市试点政策对中老年人社会适应健康和心理健康的影响已成为我国实施积极应对人口老龄化国家战略的重中之重。因此,本研究基于2011年、2013年和2015年中国健康与退休纵向研究(CHARLS)的面板数据,采用差异分析(DID)方法,考察智慧城市试点政策是否能改善中老年人的社会适应健康和心理健康,并深入探讨其影响机制。研究发现,与非试点城市相比,智慧城市中老年人的社会适应健康和心理健康分别提高了0.6%和2.2%,分别。机制效应研究表明,智慧城市试点政策可以通过信息通信技术(ICT)的运用和人力资本的提升来改善中老年人的心理健康水平。此外,对于中老年人的社会适应性健康,智慧城市试点政策只能通过提升人力资本来改善。异质性分析表明,智慧城市试点政策对社会适应性健康的影响在中年群体中比在老年群体中更为明显。
    With the accelerating pace of population aging in China and the implementation of the smart city pilot policy, whether the middle-aged and elderly population can integrate and adapt to this \"smart\" society has become an urgent problem that needs to be solved. In this context, exploring the impact of smart city pilot policies on the social adaptation health and mental health of middle-aged and elderly people has become a top priority for China to implement a national strategy to actively respond to population aging. Thus, based on panel data from the China Health and Retirement Longitudinal Study (CHARLS) for the years 2011, 2013, and 2015, this study employs the difference-in-differences (DID) method to investigate whether the smart city pilot policy can improve the social adaptive health and mental health of middle-aged and elderly people and to explore in depth the mechanism of its influence. The study finds that compared with non-pilot cities, the social adaptive health and mental health of middle-aged and elderly people in smart cities improve by 0.6% and 2.2%, respectively. The mechanism effect study shows that the smart city pilot policy can improve the mental health of the middle-aged and the elderly through the use of Information and Communication Technology (ICT) and the enhancement of human capital. Furthermore, for the social adaptive health of middle-aged and elderly individuals, the smart city pilot policy can only make improvements through the enhancement of human capital. Heterogeneity analysis shows that the effect of smart city pilot policies on social adaptive health is more pronounced in the middle-aged group than in the elderly group.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    随着人口老龄化,人类健康与生态环境的关系日益受到重视。在中国,必须评估环境保护税(EPT)对改善生态环境和增强中老年人健康的政策效果。
    这项研究,根据中国健康与退休纵向研究(CHARLS)的数据,采用差异差异(DID)模型来评估EPT政策对健康的影响。
    研究结果表明,EPT政策显着改善了中老年人的健康状况,并降低了慢性病的患病率。EPT政策通过减排和心理效应两个主要机制影响中老年人的健康。PM10颗粒浓度和二氧化硫排放量的减少证明了这一点,改善公共睡眠质量和记忆力,以及环境意识和关注的重大变化。
    异质性分析揭示了城乡之间的差异,年龄组,和教育水平。在执行EPT政策之后,农村居民慢性病的减少显着改善,城市居民自评健康状况,老年人和初中以下文化程度的个人的整体健康状况。研究结果证实了环境政策在促进公共卫生方面的重要性,为改进EPT系统提供参考,并为发展中国家的环境污染控制提供见解。
    UNASSIGNED: With the aging population, the relationship between human health and the ecological environment has gained increasing attention. In China, it is imperative to evaluate the policy effects of the Environmental Protection Tax (EPT) on improving the ecological environment and enhancing the health of middle-aged and older adult people.
    UNASSIGNED: This study, based on data from the China Health and Retirement Longitudinal Study (CHARLS), employs a Difference-in-Differences (DID) model to assess the health effects of the EPT policy.
    UNASSIGNED: The findings indicate that the EPT policy significantly improves the health of middle-aged and older adult individuals and reduces the prevalence of chronic diseases. The EPT policy affects the health of middle-aged and older adult through two main mechanisms: emission reduction and psychological effects. These are evidenced by reductions in PM10 particle concentration and sulfur dioxide emissions, improvements in public sleep quality and memory, and significant changes in environmental awareness and concern.
    UNASSIGNED: Heterogeneity analysis reveals differences across urban and rural areas, age groups, and education levels. Following the implementation of the EPT policy, there are notable improvements in reduction of chronic diseases among rural residents, self-rated health among urban residents, and overall health among the older adult and individuals with a junior high school education or lower. The study\'s results confirm the importance of environmental policies in promoting public health, providing a reference for the refinement of the EPT system, and offering insights for environmental pollution control in developing countries.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    环保税收政策的逐步实施,激励了企业从事绿色生产,有效推动我国加快实现“双碳”目标。尽管环境保护税对重污染企业的投融资决策具有重要影响,很少有研究关注环境保护税与融资和投资期限错配之间的关系。在本文中,我们认为中国的环境保护税改革是“准自然实验”,并利用2013年至2022年A股上市公司数据,采用差异分析(DID)模型评估该政策对HPE融资和投资期限错配程度的影响。研究表明,环境保护税收政策(EPTP)的实施显著降低了HPE的投融资期限错配,但是这种效果在高税率地区“失败”,且政策难以扭转自身投融资期限错配程度较大的企业融资难问题。调解机制检验证明,EPTP通过缓解企业面临的融资约束和外部监管压力加大两种路径作用于融资和投资期限错配;政策影响具有时差效应,逐年减弱。
    The gradual implementation of environmental protection tax policies has incentivized enterprises to engage in green production, effectively promoting China\'s accelerated achievement of the \"dual‑carbon\" goal. Although environmental protection tax has an important impact on the investment and financing decisions of heavily polluting enterprises (HPE), few studies have focused on the relationship between environmental protection tax and mismatch of financing and investment maturities. In this paper, we consider China\'s environmental protection tax reform as a \"quasi-natural experiment\", and utilize the data of A-share listed companies from 2013 to 2022, and use a difference-in-differences (DID) model to assess the impact of this policy on the degree of mismatch of financing and investment maturities of HPE. The study shows that the implementation of the environmental protection tax policy (EPTP) significantly reduces the investment and financing maturities mismatch of the HPE, but this effect \"fails\" in the high tax rate area, and the policy is difficult to reverse the financing difficulties of the enterprises with a large degree of their own investment and financing maturities mismatch. The mediation mechanism test proves the EPTP acts on the mismatch of financing and investment maturities through two paths: alleviating the financing constraints faced by enterprises and increasing external supervision pressure; the impact of the policy has a time-differentiated effect, which is weakened year by year.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: English Abstract
    在“双碳”战略目标下,迫切需要审查能源消费许可证交易计划(ECPTS),作为中国能源市场化改革的创新体系,可以促进污染减排和碳减排的协同增强。基于2008-2019年中国省际面板数据,采用差异模型,考察了ECPTS对污染减排与碳减排协同增强的影响。结果表明,ECPTS提高了试点地区的污染减排和碳减排水平。具体来说,ECPTS使试点地区的CO2排放量减少了13.3%,PM2.5浓度减少了3.1%,并使污染减排和碳减排的整体提高了0.237个单位。机理分析表明,能源效率是ECPTS增强污染减排和碳减排协同增强的途径。此外,地方政府环境保护目标的加强增强了ECPTS的污染减排和碳减排效果。令人惊讶的是,ECPTS的有效性没有受到经济增长目标的损害。本研究为理解市场化环境规制与协同治理的关系提供了新的经验证据,为中国实现"双碳"战略目标提供了有力支持。
    Under the \"dual-carbon\" strategic goals, it is urgent to examine whether the energy consumption permit trading scheme (ECPTS), as an innovative system in China\'s market-oriented reform of the energy sector, can promote the synergistic enhancement of pollution reduction and carbon abatement. Based on provincial panel data of China from 2008 to 2019, this study adopted a difference-in-differences model to examine the impacts of the ECPTS on the synergistic enhancement of pollution reduction and carbon abatement. The results demonstrated that the ECPTS improved the level of pollution reduction and carbon abatement in pilot areas. Specifically, the ECPTS led to a reduction of 13.3% in CO2 emissions and 3.1% in PM2.5 concentration in the pilot areas and resulted in an overall improvement of pollution reduction and carbon abatement by 0.237 units. Mechanism analysis revealed that energy efficiency served as a pathway through which the ECPTS empowered the synergistic enhancement of pollution reduction and carbon abatement. Moreover, the strengthening of local government environmental protection goals enhanced the pollution reduction and carbon abatement effects of the ECPTS. Surprisingly, the effectiveness of the ECPTS was not undermined by the goal of economic growth. This study provides new empirical evidence for understanding the relationship between market-based environmental regulation and collaborative governance and provides strong support for China to achieve its \"dual-carbon\" strategic goals.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    建立绿色金融改革创新试验区(GFRIPZ)是协调经济繁荣和环境保护双重目标的关键战略。运用2011-2022年中国A股上市公司面板数据,采用差异-差异(DID)模型,考察了中国绿色金融试点政策对企业环境社会责任(ESR)的影响。研究结果表明,绿色金融试点政策促进了企业的环境社会责任。经过一系列稳健性测试后,结果仍然稳健。此外,机制分析显示,试点政策通过三个关键渠道促进企业的ESR:融资约束,绿色创新,和公司治理机制。此外,分析师的关注可以积极调节绿色金融试点政策对企业ESR的促进作用。此外,这项研究表明,绿色金融试点政策对企业ESR的影响在大型企业和在环境法规严格和市场化程度较高的地区运营的企业中更为明显。实证结果为通过在中国实施绿色金融试点政策提高ESR提供了证据,并为完善绿色金融体系提供了见解。
    The establishment of green finance reform and innovation pilot zone (GFRIPZ) is a pivotal strategy for harmonizing the twin goals of economic prosperity and environmental preservation. By applying panel data on Chinese A-share listed firms from 2011 to 2022, this study examines the influence of China\'s green finance pilot policy on corporate environmental social responsibility (ESR) using a difference-in-differences (DID) model. The study\'s findings indicate that the green finance pilot policy promotes corporate environmental social responsibility. The results remain robust after a series of robustness tests. Moreover, mechanism analysis reveals that the pilot policy promotes firms\' ESR through three key channels: financing constraints, green innovation, and corporate governance mechanisms. Additionally, analyst attention can positively moderate the promotional effect of the green finance pilot policy on corporate ESR. Furthermore, this study reveals that the green finance pilot policy\'s impact on corporate ESR is more pronounced among large-scale firms and firms operating in regions characterized by stringent environmental regulations and greater marketization. The empirical findings present evidence for enhancing ESR through the implementation of the green finance pilot policy in China and offer insights for refining the green finance system.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    高血压在中国迅速增加,但是控制率很低。在初级社区卫生环境中迫切需要有效的管理模式。
    2023年4月,采用多阶段随机抽样方法,纳入来自济南市6个社区的459名患者,并将其分配到由243名参与者组成的对照组或由216名参与者组成的干预组。对照组接受规范的高血压护理,而干预组参与了一项新的基于物联网的远程血压监测计划,为期6个月。通过详细的问卷调查进行数据收集,云平台记录,和社区管理记录,在干预期之前和之后。该研究采用差异差异(DID)和中介效应模型来评估基于物联网的管理模型的效果。
    DID模型表明,干预措施显着降低了收缩压9.883mmHg和舒张压6.553mmHg。中介效应模型显示,血压测量频率和对高血压治疗的态度和信念具有中介效应,占总效应的5.82和8.07%,分别。异质性分析显示出显著的区域差异:农村居民的收缩压和舒张压下降了14.85mmHg和6.591mmHg,分别,与城市居民相比,舒张压下降6.046mmHg。
    建议制定针对特定区域需求的差异化高血压管理策略,以促进智能血压监测技术的深度集成和广泛应用。增强患者的意识和管理其健康状况的能力对于提高社区高血压患者的血压控制水平至关重要。
    UNASSIGNED: Hypertension is rapidly increasing in China, but control rates are significantly low. There is a pressing need for effective management models in primary community health settings.
    UNASSIGNED: In April 2023, 459 patients from six communities in Jinan City were enrolled using a multi-stage random sampling method and assigned to either a control group comprising 243 participants or an intervention group comprising 216 participants. The control group received standard hypertension care, whereas the intervention group participated in a novel IoT-based remote blood pressure monitoring program for 6 months. Data collection was conducted through detailed questionnaire surveys, cloud platform records, and community management records, both before and after the intervention period. The study employed difference-in-differences (DID) and mediation effect models to assess the effects of the IoT-based management model.
    UNASSIGNED: The DID model demonstrated that the intervention significantly reduced systolic blood pressure by 9.883 mm Hg and diastolic blood pressure by 6.553 mm Hg. The mediation effect model showed that the frequency of blood pressure measurement and attitudes and beliefs toward hypertension treatment had mediating effects, accounting for 5.82 and 8.07% of the total effect, respectively. The heterogeneity analysis revealed significant regional differences: rural residents experienced a greater decrease in systolic and diastolic blood pressures by 14.85 mm Hg and 6.591 mm Hg, respectively, compared to urban residents, whose diastolic pressure decreased by 6.046 mm Hg.
    UNASSIGNED: It is advisable to develop differentiated hypertension management strategies tailored to specific regional needs to promote the deep integration and widespread application of smart blood pressure monitoring technology. Enhancing patient awareness and capabilities in managing their health condition is crucial for improving the blood pressure control level among community hypertension patients.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    企业的投资决策受到旨在保护环境的环境法规的影响,因此,环境法规可能会改变公司在环境保护方面的投资行为。这项研究的重点是河长制(RCS)1,这是一项与河流治理相关的创新环境法规,于2014年在中国正式启动。根据从长江三角洲重污染企业收集的数据,我们使用差异模型(DID模型)2,重点研究RCS对微观环保投资的影响。我们的研究结果表明,RCS有利于扩大企业的环保投资规模。产业结构升级似乎具有掩盖作用,即片面追求产业结构升级可能会减缓经济增长并导致企业减少环境投资规模。我们建议环境投资的分配应根据当地市场和公众参与的特点,保持第二产业和第三产业的平衡,政府和企业激励措施。
    The investment decisions of enterprises are affected by environmental regulations designed to protect the environment, so environmental regulations may change companies\' investment behavior in environmental protection. This study focuses on the River Chief System (RCS)1, an innovative environmental regulation related to river governance which officially launched in China in 2014. Based on data collected from heavy-polluting companies in the Yangtze River Delta, we use the difference-in-differences model (DID Model)2 and focus on RCS\'s impacts on micro-environmental protection investments. Our findings reveal that the RCS is conducive to expanding the scale of enterprises\' environmental protection investments. Industrial structural upgrades appear to have a masking effect wherein the one-sided pursuit of industrial structural upgrades may slow economic growth and cause enterprises to reduce the scale of environmental investments. We recommend that the allocation of environmental investment should be based on the characteristics of local markets and public participation, and maintain a balance between secondary and tertiary industries, government and business incentives.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    居民的健康在经济繁荣和国家发展中起着重要作用。
    该研究分析了2010年至2021年期间中国262个地级市的数据。利用绿色信贷政策在中国的实施作为准自然实验,本文采用时变差异(DID)模型来评估绿色信贷政策对居民健康的影响。
    研究结果表明:(1)绿色信贷政策显著改善了居民健康,经过一系列的稳健性检验,这一结论仍然成立。(2)作用机制分析表明,绿色信贷政策通过改善示范城市环境和提高公共服务标准影响居民健康。(3)异质性分析表明,西部城市和资源型城市的绿色信贷政策对居民健康的影响显著高于中部城市和非资源型城市。本文阐述了绿色信贷政策增强居民健康的具体路径和实现,为进一步设计和完善有效的绿色信贷政策提供参考。
    绿色信贷政策的缺陷导致改进有限。建议中国应扩大绿色信贷政策的范围,并完善其执行标准。
    UNASSIGNED: Residents\' health plays an important role in economic prosperity and national development.
    UNASSIGNED: The research analyzes data from 262 prefecture-level cities in China spanning the period from 2010 to 2021. Utilizing the implementation of green credit policy in China as a quasi-natural experiment, the paper employs the time-varying Differences-in- Differences (DID) model to evaluate the influence of green credit policy on residents\' health.
    UNASSIGNED: The paper results show that: (1) the green credit policy significantly improves residents\' health, and this conclusion still holds after a series of robustness tests. (2) Mechanism analysis reveals that the green credit policy affects residents\' health through the improvements of the environment and the elevation of public services standards in demonstration cities. (3) Heterogeneity analysis shows that the impact of green credit policy on residents\' health is more significant in the western cities and resource-based cities than in the central-eastern cities and non-resource-based cities. This paper explains the specific path and realization of green credit policy to enhance residents\' health, which provides a reference for further designing and improving effective green credit policy.
    UNASSIGNED: The deficiencies within the green credit policy has resulted in limited improvements. It is recommended that China should broaden the ambit of the green credit policy and refine the criteria for its execution.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    随着自动化和数字化技术的深入应用,全球汽车价值链正在经历新一轮大规模重组,以整车制造商为核心的传统供应链结构被打破。双重信贷政策(DCP),接管新能源汽车(NEV)补贴,在重建中起着至关重要的作用,转换,升级汽车产业。DCP的目标群体是乘用车制造商,但目前尚不清楚其实施将如何影响新能源汽车产业链。为了解决这个问题,本研究基于2014-2021年中国A股693家上市先进制造企业的数据,运用DID(difference-in-difference)模型,检验了DCP对汽车制造企业创新绩效的影响。实证结果表明,DCP显著促进了汽车制造企业的创新绩效。在供应链角色异质性方面,DCP对零部件制造商创新绩效的影响更为显著。关于企业所有权异质性,DCP对国有企业的创新绩效影响较大。此外,关于区域异质性,东部和中部地区的企业在提高创新绩效方面受到DCP的显著影响。
    With the deep application of automation and digitalization technologies, the global automobile value chains are undergoing a new round of large-scale restructuring, and the traditional supply chain structure taken vehicle manufacturers as the core has been broken. The dual-credit policy (DCP), taking over the subsidies for new energy vehicles (NEVs), plays a vital role in reconstructing, transforming, and upgrading the automobile industry. The target group of DCP is passenger vehicle manufacturers, but it is unclear how its implementation will affect the NEV industry chain. To address this issue, this study examined the impact of the DCP on the innovation performance of automobile manufacturing enterprises using a DID (difference-in-difference) model based on the data of 693 listed advanced manufacturing enterprises in China A-shares from 2014 to 2021. The empirical results show that the DCP has significantly promoted the innovation performance of automobile manufacturing enterprises. In terms of supply chain role heterogeneity, the impact of the DCP on the innovation performance of parts manufacturers is more significant. Regarding enterprise ownership heterogeneity, the DCP has a greater impact on the innovation performance of SOEs(state-owned enterprises). In addition, regarding regional heterogeneity, enterprises in eastern and middle regions are significantly affected by the DCP to improve innovation performance.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    碳排放交易是解决环境污染问题的关键监管方法。本研究以2013年制定的中国碳排放权交易试点政策作为准自然实验,运用DID模型对2006-2019年的城市面板数据进行了实证检验。结果表明,碳排放权交易试点政策能够有效降低城市环境污染,这种影响在中西部城市更加明显,北方城市,资源较少的城市,和大型城市。此外,通过这项政策解决城市环境污染问题,鼓励政府提高环保意识,加大技术创新力度。总的来说,本研究使用来自中国的碳排放交易政策来证实,基于市场的激励环境规制工具可以有效地减少城市地区的环境污染。这些发现可以为政府利用市场机制有效解决污染问题提供更多的理论支持和经验证据,改善生态环境质量,加快实现绿色经济。
    The trading of carbon emissions is a crucial regulatory method to address environmental pollution issues. This study takes China\'s carbon emission trading pilot policy established in 2013 as a quasi-natural experiment and uses the DID model to empirically test the urban panel data from 2006 to 2019. The results show that the carbon emission trading pilot policy can effectively reduce urban environmental pollution, and this effect is more noticeable in mid-western cities, northern cities, cities with fewer resources, and large-scale cities. In addition, to address the urban environmental pollution problem through this policy, the government is encouraged to raise its environmental protection awareness and put more effort into the innovation of technology. In general, this study uses carbon emission trading policies from China to confirm that market-based incentive environmental regulation tools can effectively reduce environmental pollution in urban areas. These findings can provide more theoretical support and empirical evidence for the government to use mechanisms of the market to effectively solve pollution problems, improve ecological environment quality, and accelerate the realization of green economy.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

公众号