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Economic analysis of the environmental sustainability of agriculture: recent studies using quasi-experimental methods 农业环境可持续性的经济学分析:最近使用准实验方法的研究
IF 5.1 2区 经济学 Q1 AGRICULTURAL ECONOMICS & POLICY Pub Date : 2022-01-12 DOI: 10.1108/caer-08-2021-0164
Wei Zhang
PurposeThe purpose of this review article is to demonstrate how the quasi-experimental approach has been used to study environmental and natural resource issues related to agricultural production.Design/methodology/approachThis review article first provides a short introduction to the quasi-experimental approach using the potential outcomes framework and then uses studies on the environmental sustainability of agricultural production to illustrate how quasi-experimental methods have been applied. Papers reviewed consist of studies that estimate the environmental externalities from agricultural production, evaluate agri-environmental and other related policies and programs, and demonstrate issues related to on-farm resource use and climate adaptation.FindingsDifference-in-differences (DID) and two-way fixed effects methods that utilize the spatial and temporal variation in panel data are widely used to estimate the causal impact of changes in agricultural production and policy on the environment. Utilizing the discontinuities and limits created by agricultural policies and regulations, local treatment effects on land and other input use are estimated using regression discontinuity (RD) or instrumental variable (IV) methods with cross-sectional data.Originality/valueChallenges faced by the food systems have made agricultural sustainability more critical than ever. Over the past three decades, the quasi-experimental approach has become the powerhouse of applied economic research. This review article focuses on quasi-experimental studies on the environmental sustainability of agriculture to provide methodological insights and to highlight gaps in the economics literature of agricultural sustainability.
目的这篇综述文章的目的是证明准实验方法是如何用于研究与农业生产有关的环境和自然资源问题的。设计/方法论/方法这篇综述文章首先简要介绍了使用潜在成果框架的准实验方法,然后利用对农业生产环境可持续性的研究来说明准实验方法是如何应用的。所审查的论文包括估计农业生产的环境外部性的研究,评估农业环境和其他相关政策和计划,并展示与农场资源使用和气候适应相关的问题。FindingsDifference in Difference(DID)和利用面板数据中的空间和时间变化的双向固定效应方法被广泛用于估计农业生产和政策变化对环境的因果影响。利用农业政策和法规造成的不连续性和限制,使用回归不连续性(RD)或工具变量(IV)方法和横断面数据来估计当地处理对土地和其他投入使用的影响。独创性/价值粮食系统面临的挑战使农业可持续性比以往任何时候都更加重要。在过去的三十年里,准实验方法已经成为应用经济研究的动力。这篇综述文章侧重于农业环境可持续性的准实验研究,以提供方法论见解,并强调农业可持续性经济学文献中的空白。
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引用次数: 1
Evolution of the rural social security system in a large country over 35 years: institutional transformation and the Chinese experience 35年来大国农村社会保障制度的演变:制度变迁与中国经验
IF 5.1 2区 经济学 Q1 AGRICULTURAL ECONOMICS & POLICY Pub Date : 2022-01-03 DOI: 10.1108/caer-08-2021-0163
Xuan Huo, Mingang Lin
Purpose This paper aims to review the institutional evolution of China's rural social security system in the past 35 years, focusing on major policy transformations of the rural social security system in a large country, and extract the Chinese experience on developing rural social security.Design/methodology/approach This paper systematically reviews the evolution of rural social security system via organizing policy documents, key events and research literature on the construction of rural social security since the Reform and Opening-up.Findings First, institutional transformation is a profound change in China's rural social security system; second, policy transformation has taken place in the main areas of China's rural social security system, including rural endowment insurance, medical insurance and social assistance; third, the policy evolution of China's rural social security system has a unique experience in a large country.Originality/value China is the country with the largest rural population in the world. The process and experience of transforming the social security system in the vast rural areas of China have important value and reference significance for other developing countries.
目的本文旨在回顾中国农村社会保障制度35年来的制度演变,重点关注大国农村社会保障体系的重大政策转变,并总结中国发展农村社会保障的经验。设计/方法论/方法本文通过整理改革开放以来农村社会保障建设的政策文件、重点事件和研究文献,系统回顾了农村社会保障体系的演变。研究发现:第一,制度变迁是中国农村社会保障制度的深刻变革;第二,中国农村社会保障体系的主要领域发生了政策转变,包括农村养老保险、医疗保险和社会救助;第三,我国农村社会保障制度的政策演变具有大国特有的经验。创意/价值中国是世界上农村人口最多的国家。中国广大农村社会保障制度转型的过程和经验对其他发展中国家具有重要的价值和借鉴意义。
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引用次数: 0
Environmental regulation and location dynamics of the livestock industry: evidence from 279 Chinese prefecture-level cities 环境调控与畜牧业区位动态——来自279个地级市的证据
IF 5.1 2区 经济学 Q1 AGRICULTURAL ECONOMICS & POLICY Pub Date : 2021-12-21 DOI: 10.1108/caer-09-2020-0233
Dan Pan, Yingheng Zhou, Liguo Zhang
PurposeThis paper examines the impact of livestock environment regulations (LERs) on the location dynamics of the livestock farming industry. Specifically, it tests whether a “pollution haven effect” (PHE) exists in the Chinese livestock industry.Design/methodology/approachThe authors manually collected LERs data based on the frequency of livestock-related vocabulary in government work reports from 279 prefecture-level cities from 2010 to 2017. Using China's implementation of LERs since 2014 as a natural experiment, the authors employed difference-in-difference (DID) to avoid the endogeneity problem.FindingsLERs have led to a decline in livestock production in regulated areas. Moreover, compared with areas with more stringent LERs – southern China and developed areas, areas where LERs are less stringent – northern China and undeveloped areas, attract more livestock industry. As a result, people in northern China and undeveloped areas are exposed to higher livestock pollution.Originality/valueFirst, most empirical studies on PHE focus on industrial firms. PHE in the livestock industry has received limited attention. This paper aims to fill this gap. Second, this paper regards LERs as an endogenous process and uses the DID method to generate unbiased results. Third, this paper introduces a novel measurement of LERs based on the frequency of livestock-related vocabulary in government work reports from each prefecture city. Fourth, this paper uses prefecture-level data to analyze the PHE of LERs, and thus obtains more reliable results.
目的研究畜牧业环境法规(LERs)对畜牧业区位动态的影响。具体来说,它检验了中国畜牧业是否存在“污染避风港效应”。设计/方法/方法基于2010 - 2017年279个地级市政府工作报告中畜牧相关词汇的频率,作者手工收集了LERs数据。以中国自2014年以来实施的LERs作为自然实验,作者采用差分中差(DID)来避免内生性问题。研究发现,slers导致受管制地区的牲畜产量下降。此外,相对于严格约束的地区(南方和发达地区),严格约束的地区(北方和欠发达地区)吸引了更多的畜牧业。因此,中国北方和欠发达地区的人们面临着更严重的牲畜污染。首先,大多数关于PHE的实证研究集中在工业企业。畜牧业中的PHE受到的关注有限。本文旨在填补这一空白。其次,本文将LERs视为一个内生过程,并使用DID方法生成无偏结果。第三,本文介绍了一种基于地级市政府工作报告中畜牧相关词汇频率的ler测量方法。第四,本文采用地级数据对城乡居民健康状况进行分析,得出更可靠的结果。
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引用次数: 3
The effect of grassland transfer on herders' livestock production and grazing intensity in Inner Mongolia and Gansu, China 内蒙古和甘肃草地转移对牧民畜牧生产和放牧强度的影响
IF 5.1 2区 经济学 Q1 AGRICULTURAL ECONOMICS & POLICY Pub Date : 2021-12-20 DOI: 10.1108/caer-09-2020-0221
Xiaolong Feng, Jianjun Tang, H. Qiu
Purpose The purpose of this study is to understand the impact mechanism of grassland transfer on herders' production behaviour in pastoral areas. The impact of grassland transfer on herders' livestock production and grazing intensity is quantified.Design/methodology/approach Using the survey data collected for 356 herder households from Inner Mongolia and Gansu, China, quantile regression is employed to assess the heterogeneous effects of grassland transfer on livestock production and grazing intensity. To correct the potential self-selection bias of grassland transfer, the propensity score matching technique is used.Findings Results show that labour, percentage of livestock income and livestock stock are the main factors affecting herders' choice to transfer grassland. The positive effect of grassland transfer on livestock numbers on behalf of those who rented additional grassland is statistically significant but declines with livestock numbers. The sustainability-enhancing effect of grassland transfer on grazing intensity is significant, and the effect becomes larger amongst herder households with higher grazing intensity. The analysis on the impact mechanism shows that grassland transfer significantly promotes the adoption of sustainable grazing modes, such as rotational and seasonal rest grazing, which in turn increases herders' livestock numbers and decreases grazing intensity.Originality/value Few studies have empirically analysed the influence of grassland transfer on livestock numbers and grazing intensity. This study fills this gap by employing a quantile regression to assess the heterogeneous effects of grassland transfer on livestock numbers and grazing intensity, while accounting for self-selection bias. In addition, the authors have examined the influencing mechanisms under which grassland transfer impacts on livestock numbers and grazing intensity.
目的了解草原转移对牧区牧民生产行为的影响机制。对草原转移对牧民畜牧生产和放牧强度的影响进行了量化。设计/方法/方法利用对来自内蒙古和甘肃的356户牧民家庭的调查数据,采用分位数回归来评估草原转移对畜牧业生产和放牧强度的异质性影响。为了纠正草原转移潜在的自我选择偏差,使用了倾向得分匹配技术。研究结果表明,劳动力、牲畜收入百分比和牲畜存栏量是影响牧民选择转移草原的主要因素。草地转移对租用额外草地的牲畜数量的积极影响具有统计学意义,但随着牲畜数量的增加而下降。草原转移对放牧强度的可持续性增强效应显著,且在放牧强度较高的牧民家庭中,这种效应更大。对影响机制的分析表明,草原转移显著促进了可持续放牧模式的采用,如轮牧和季节性休息放牧,这反过来又增加了牧民的牲畜数量,降低了放牧强度。原创性/价值很少有研究实证分析草原转移对牲畜数量和放牧强度的影响。这项研究通过采用分位数回归来评估草原转移对牲畜数量和放牧强度的异质性影响,同时考虑到自我选择偏差,填补了这一空白。此外,作者还研究了草原转移对牲畜数量和放牧强度的影响机制。
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引用次数: 6
Are there dynamic productivity gains from agricultural trade? 农业贸易是否带来了动态的生产力增长?
IF 5.1 2区 经济学 Q1 AGRICULTURAL ECONOMICS & POLICY Pub Date : 2021-12-16 DOI: 10.1108/caer-02-2021-0030
W. Moon
PurposeThe primary purpose of this paper is to take an in-depth look at the question of whether liberalizing trade in agriculture can generate dynamic productivity gains comparable to those in the manufacturing sector.Design/methodology/approachIn contrast to the manufacturing sector that has generated firm/plant-level trade data, there is a lack of farm-level trade data that are needed for empirical measurement of dynamic productivity gains. Therefore, the authors use thought experiments to analyze the sequence of events that would occur when trade is liberalized for agriculture; delineate the expected behaviors of the actors involved in the trade and draw inferences about whether there would be dynamic productivity gains from agricultural trade.FindingsThe central finding is that there would be little dynamic gain from agricultural trade at the farm level due to the limited role of producers in shaping their international competitiveness. Yet, agricultural trade may generate dynamic gains if states or input supply corporations respond to the freer trade environment by making more investments for research and development (R&D). Further, when intraindustry prevails, there can be productivity gains at the industry level due to the transfer of resources from less to more efficient farm producers.Originality/valueThe findings of the paper are expected to present insights into value for researchers working in the area of agricultural trade; for agricultural trade policymakers in developing countries and for trade negotiators engaged in reforming or designing World Trade Organization (WTO)’s trade rules for agriculture.
目的本文的主要目的是深入研究农业贸易自由化是否能产生与制造业相当的动态生产力增长的问题。设计/方法/方法与产生企业/工厂层面贸易数据的制造业相比,缺乏对动态生产力增长进行实证测量所需的农场层面贸易数据。因此,作者使用思维实验来分析当农业贸易自由化时会发生的一系列事件;描绘贸易参与者的预期行为,并推断农业贸易是否会带来动态的生产力增长。发现核心发现是,由于生产者在塑造其国际竞争力方面的作用有限,农业贸易在农场层面的动态收益很小。然而,如果各州或投入品供应公司对更自由的贸易环境做出反应,为研发进行更多投资,农业贸易可能会产生动态收益。此外,当行业内部盛行时,由于资源从效率较低的农业生产者转移到效率较高的农业生产者,行业一级的生产力可能会提高。原创性/价值该论文的研究结果有望为农业贸易领域的研究人员提供价值见解;为发展中国家的农业贸易政策制定者和参与改革或设计世界贸易组织(世贸组织)农业贸易规则的贸易谈判代表。
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引用次数: 2
The influence of clan social capital on collective biogas investment 宗族社会资本对集体沼气投资的影响
IF 5.1 2区 经济学 Q1 AGRICULTURAL ECONOMICS & POLICY Pub Date : 2021-12-14 DOI: 10.1108/caer-01-2021-0010
Anbang Wang, K. He, Junbiao Zhang
PurposeThe purpose of this paper is to examine the influence of clan social capital on the willingness to pay (WTP) and WTP value for collective biogas investment.Design/methodology/approachUsing the Heckman two-stage model and a dataset of 1,265 representative observations from three provinces in Central China collected in 2019, this paper utilizes the contingent valuation method to estimate households' WTP value for collective biogas investment. The paper also explores the heterogeneity between households with different clan governance mechanisms and village governance structures.FindingsThe results indicate that clan networks and trust were likely to improve farmer households' WTP, while clan trust and norms could improve their WTP values. For clans with councils and for clans that can influence the decision-making of village committees, their members were more likely to be influenced by the social capital of their clans to pay for collective biogas investment.Originality/valueThis paper focuses on the WTP and WTP values of households for collective biogas investment, which is often neglected in the research. This paper suggests that clans can be used as a medium to urge households to increase their collective power to reduce carbon emissions and climate crises. The findings empirically contribute to efforts to reduce rural carbon emissions.
目的考察宗族社会资本对集体沼气投资的支付意愿和价值的影响。设计/方法/方法利用Heckman两阶段模型和2019年收集的来自中国中部三个省份的1265个代表性观测数据集,本文利用或有估值方法来估计家庭集体沼气投资的WTP价值。本文还探讨了不同家族治理机制和乡村治理结构的家庭之间的异质性。研究结果表明,家族网络和信任有可能提高农户的WTP,而家族信任和规范有可能提高其WTP价值。对于有理事会的部族和能够影响村委会决策的部族,其成员更有可能受到部族社会资本的影响,以支付集体沼气投资。原创性/价值本文关注的是家庭对集体沼气投资的WTP和WTP价值,而这在研究中往往被忽视。本文建议,可以将部族作为一种媒介,敦促家庭增加集体力量,以减少碳排放和气候危机。这些发现从经验上有助于减少农村碳排放。
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引用次数: 4
Homestead reduction, economic agglomeration and rural economic development: evidence from Shanghai, China 宅基地减少、经济集聚与农村经济发展——来自中国上海的证据
IF 5.1 2区 经济学 Q1 AGRICULTURAL ECONOMICS & POLICY Pub Date : 2021-12-13 DOI: 10.1108/caer-02-2021-0035
Hongmei Liu, Guoxiang Li, Keqiang Wang
PurposeThe contradiction of construction land in economically developed regions is becoming more prominent, and the scale of construction land in some large cities is close to the ceiling. Therefore, China implemented the policy of construction land reduction in 2014. The main objective is to optimize the stock of homesteads and then help to realize rural revitalization by transferring land indexes across regions. Shanghai took the lead in implementing the reduction policy in 2014, for which reduction acceptance data are available. Thus, this paper evaluates the impact of homestead reduction on rural economic development based on data from towns in Shanghai.Design/methodology/approachThis paper uses the difference-in-difference (DID) model to analyze the policy effects of homestead reduction on rural residents' income and industrial integration development. Using economic agglomeration (EA) as a mediating variable, the authors explore how homestead reduction (HR) promotes EA to drive rural economic development and analyze the impact of geographic location and government investment.FindingsHR significantly promotes rural economic development and shows a significant cumulative effect. In the long run, HR can improve rural residents' income and promote industrial integration by promoting EA. The positive effect of HR and EA in suburban regions on industrial integration development is gradually increasing. However, the incentive effect on rural residents' income is weakening. The positive mediating effect of EA is significantly higher in regions with low government investment than in regions with high government investment.Originality/valueThis paper contributes to testing the impact of HR policy on rural economic development and can provide a reference for other regions aiming to implement reduction policy.
目的经济发达地区建设用地矛盾日益突出,部分大城市建设用地规模已接近上限。因此,中国在2014年实施了减少建设用地的政策。主要目标是通过土地指数的跨区域转移,优化宅基地存量,实现乡村振兴。上海在2014年率先实施了减量化政策,并有减量化验收数据。因此,本文以上海市城镇为样本,评价了宅基地减量化对农村经济发展的影响。设计/方法/途径本文采用差异中差异(DID)模型分析了宅基地减少对农村居民收入和产业融合发展的政策效应。以经济集聚(EA)为中介变量,探讨宅基地减少(HR)如何促进经济集聚带动农村经济发展,并分析地理位置和政府投资的影响。研究发现,农村重建制对农村经济发展具有显著的促进作用,且具有显著的累积效应。从长期来看,人力资源可以通过促进EA来提高农村居民收入,促进产业融合。城郊地区人力资源和EA对产业融合发展的积极作用正在逐渐增强。但对农村居民收入的激励作用正在减弱。在政府投资低的地区,EA的正向中介作用显著高于政府投资高的地区。本文有助于检验人力资源政策对农村经济发展的影响,并可为其他地区实施减薪政策提供参考。
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引用次数: 6
The impact of land certification on cropland abandonment: evidence from rural China 土地证制对撂荒的影响:来自中国农村的证据
IF 5.1 2区 经济学 Q1 AGRICULTURAL ECONOMICS & POLICY Pub Date : 2021-11-24 DOI: 10.1108/caer-12-2020-0292
Linyi Zheng, W. Qian
PurposeThis study explores how the land tenure system helps in protecting land quantity during agricultural production by estimating the influence of land certification on cropland abandonment, its mechanisms and its heterogeneous effects among groups at the provincial, community and household levels.Design/methodology/approachTo deal with potential homogeneity concerns, the authors investigate the impact of land certification on the area of abandoned croplands using nationally representative panel data from the 2017 and 2019 China Rural Household Panel Survey on 15,000 households across 29 provinces and time-varying difference-in-differences and propensity score matching-difference-in-differences models.FindingsLand certification significantly contributes to the protection of land quantity during agricultural production, and it reduces the area of abandoned croplands by at least 4%. This effect is mainly achieved by improving soil fertility, promoting land transfer, increasing the availability of agricultural subsidies and raising agricultural income. However, while land certification benefits farmers in nonmajor grain-producing areas and western regions, in plain, remote and nonpolitically central villages, and farmers who have not undergone land transfer or land adjustment, it is not beneficial for others.Research limitations/implicationsIn the postepidemic era, food security based on the protection of the amount of cultivated land becomes increasingly important. It is realistic and inevitable to rationally use every inch of cultivated land and curb the cropland abandonment by strengthening land tenure system reform, especially in the case of the insecurity of land tenure.Practical implicationsThere are various factors affecting farmers' cropland abandonment, such as poor soil fertility, unavailable land transfer, too little agricultural subsidies and too low agricultural income, but the root cause is the insecurity of land tenure. Empirical evidence from rural China has shown that a clear definition and effective protection of property rights can help curb the cropland abandonment. Enhancing the land protection behavior of farmers through the reform of land certification and promoting the sustainable use of land are what the reform of land tenure system should be.Social implicationsCultivated land, as the material carrier and endowment basis of grain production, is of great importance to safeguarding national food security, especially in the postepidemic era. At the present stage, it is still necessary for most developing countries to strengthen the construction of land tenure system, to carry out land certification reform and to issue farmers with clearly defined and legally effective land certificates. Equally important, efforts also should be made to promote the diversified utilization of the achievements of the certification after the completion of land certification reform in China and other developing countries.Originality/valueExpropri
目的通过估算土地认证对耕地撂撂率的影响、机制及其在省、社区和家庭层面群体间的异质性效应,探讨土地权属制度在农业生产过程中对土地数量的保护作用。为了解决潜在的同质性问题,作者利用2017年和2019年中国29个省份15,000户家庭的全国代表性面板调查数据,以及时变的差异中的差异和倾向得分匹配-差异中的差异模型,研究了土地认证对撂撂地面积的影响。findingland认证在农业生产过程中对土地数量的保护作用显著,它使废弃农田面积减少了至少4%。这种效果主要是通过改善土壤肥力、促进土地流转、增加农业补贴和提高农业收入来实现的。然而,虽然土地认证有利于非主产区和西部地区的农民,平原、偏远和非政治中心村的农民,以及没有经历过土地流转或土地调整的农民,但对其他人却没有好处。在后疫情时代,以保护耕地数量为基础的粮食安全变得越来越重要。合理利用每一寸耕地,加强土地权属制度改革,遏制耕地撂荒现象是现实和必然的,特别是在土地权属不稳定的情况下。影响农民撂荒的因素多种多样,如土壤肥力差、土地流转难、农业补贴过少、农业收入过低等,但根本原因是土地权属不安全。来自中国农村的经验证据表明,明确的产权界定和有效的产权保护有助于遏制撂荒现象。通过土地证制改革增强农民的土地保护行为,促进土地的可持续利用,是土地权属制度改革的应有之处。耕地作为粮食生产的物质载体和禀赋基础,对保障国家粮食安全具有重要意义,特别是在后疫情时代。现阶段,大多数发展中国家仍需加强土地权属制度建设,进行土地权证改革,向农民发放界定明确、具有法律效力的土地权证。同样重要的是,在中国和其他发展中国家完成土地认证改革后,还应努力促进认证成果的多样化利用。在快速城市化进程中,征占耕地是保护土地数量的必要措施,减少农业生产过程中的耕地撂荒也是必要措施;因此,它值得密切关注。为此,本研究通过估算土地审定制度对撂荒耕地面积的影响,考察其可能产生的机制,识别其异质效应,检验产权理论在中国情境下的适用性,丰富相关文献,为其他发展中国家在不同情况下深化土地权属制度改革,加强土地数量保护提供中国证据。
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引用次数: 4
Digital financial inclusion and vulnerability to poverty: evidence from Chinese rural households 数字金融普惠与贫困脆弱性:来自中国农村家庭的证据
IF 5.1 2区 经济学 Q1 AGRICULTURAL ECONOMICS & POLICY Pub Date : 2021-11-15 DOI: 10.1108/caer-08-2020-0189
X. Wang, Yang Fu
PurposeDigital finance has the transformative power to realise financial inclusion. However, evidence on the relationship between digital finance and poverty reduction remains limited. This study examines the mitigating effects of digital financial inclusion (DFI) on vulnerability to poverty in rural China, explores potential mechanisms at the micro-level, and investigates the external conditions for DFI to validate these effects.Design/methodology/approachRural household data from the China Labour Force Dynamics Survey and the regional DFI index compiled by Peking University are used. The probit and mediation effect models are employed to assess the impacts of the DFI on vulnerability to poverty and explore its mechanisms, with an appropriate instrumental variable to mitigate potential endogeneity.FindingsDFI can mitigate vulnerability to poverty in Chinese rural households. Specifically, both sub-indices – coverage breadth and depth of use – have a significant effect. Further analyses based on the mediation model show that improving agricultural productivity, stimulating entrepreneurial activities and promoting non-agricultural employment are the core mechanisms for alleviating poverty vulnerability. Heterogeneity analysis shows that DFI is pro-poor and benefits those who lack economic opportunities. Moreover, adequate endowment in rural households, such as production and human capital, is an external condition for digital finance to mitigate vulnerability to poverty.Originality/valueThis study is among the first to examine the vulnerability-mitigation effects from the perspective of digital finance development, relying on data from a large-scale, nationwide household survey and the regional DFI index. It also checks for the mechanisms and heterogeneity of the effects, which prove the effects can help balance efficiency and equity.
数字金融具有实现普惠金融的变革力量。然而,关于数字金融与减贫之间关系的证据仍然有限。本研究考察了数字普惠金融(DFI)对中国农村贫困脆弱性的缓解作用,探讨了微观层面的潜在机制,并考察了DFI验证这些效果的外部条件。设计/方法/方法使用中国劳动力动态调查中的农村家庭数据和北京大学编制的地区DFI指数。本文采用probit和中介效应模型来评估DFI对贫困脆弱性的影响,并探讨其机制,并采用适当的工具变量来缓解潜在的内生性。sdfi可以减轻中国农村家庭的贫困脆弱性。具体来说,覆盖广度和使用深度这两个分项指标都有显著的影响。基于中介模型的进一步分析表明,提高农业生产率、刺激创业活动和促进非农就业是缓解贫困脆弱性的核心机制。异质性分析表明,DFI有利于穷人,使缺乏经济机会的人受益。此外,农村家庭拥有充足的生产和人力资本等禀赋,是数字金融减轻贫困脆弱性的外部条件。原创性/价值本研究是第一批从数字金融发展的角度考察脆弱性缓解效应的研究之一,研究数据来自大规模的全国家庭调查和区域DFI指数。检验了效应的机制和异质性,证明了效应有助于平衡效率和公平。
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引用次数: 24
Evaluating anti-poverty policy efficiencies in China: meta-frontier analysis using the two-stage data envelopment analysis model 中国反贫困政策效率评价:基于两阶段数据包络分析模型的元前沿分析
IF 5.1 2区 经济学 Q1 AGRICULTURAL ECONOMICS & POLICY Pub Date : 2021-11-05 DOI: 10.1108/caer-10-2020-0254
Guotao Yang, Yue Wang, Hui-Ju Chang, Qing-jun Chen
PurposeThis study examines the relative efficiencies of anti-poverty policies implemented in 28 Chinese provinces.Design/methodology/approachThis study uses meta-frontier undesirable dynamic two-stage data envelopment analysis. The authors divide the poverty reduction process into two stages: agricultural production and poverty reduction. Public expenditure is the input for the second stage, and the population below the poverty line is the undesirable output. The authors compute the efficiencies (overall efficiency, efficiency of each stage and the efficiencies of individual inputs and outputs) using meta-frontier analysis for the 28 provinces.FindingsThe results show that: (1) a significant imbalance exists between the eastern and western regions in terms of input-output efficiencies; (2) the poverty reduction stage generally fared better than the agricultural production stage did. In particular, most provinces saw increases in poverty reduction efficiencies between 2013 and 2017; (3) the place-based poverty relief policies introduced in recent years are effective at reducing the poverty rate and reaching the government-set goals and (4) while disposable income has increased steadily over the past few years, income inequality has been exacerbated.Research limitations/implicationsThe results show that: (1) a significant imbalance exists between the eastern and western regions in terms of input-output efficiencies; (2) the poverty reduction stage generally fared better than the agricultural production stage did. In particular, most provinces saw increases in poverty reduction efficiencies between 2013 and 2017; (3) the place-based poverty relief policies introduced in recent years are effective at reducing the poverty rate and reaching the government-set goals and (4) while disposable income has increased steadily over the past few years, income inequality has exacerbated.Originality/valueA large amount of attention and public resources are devoted to fighting poverty and associated market failures in China. The extant literature focuses either on the agricultural production itself or the relationship between human capital and productivity levels. Making use of recent developments of the DEA method, the authors propose a new framework for evaluating the efficiencies of the poverty reduction process. Such a framework has the advantage of giving researchers and policymakers a more detailed diagnosis with regard to the components in the endeavor to eliminate poverty and providing useful information for policymakers to optimize public funds use. Methodologically, the framework is flexible enough to be employed for future research in similar appraisals, at different geographic and scale aggregation levels, for public projects including but not limited to poverty reduction.
目的研究中国28个省份反贫困政策的相对效率。设计/方法/方法本研究采用元前沿非期望动态两阶段数据包络分析。作者将减贫过程分为农业生产和减贫两个阶段。公共支出是第二阶段的投入,贫困线以下的人口是不受欢迎的产出。作者利用元前沿分析计算了28个省的效率(总效率、各阶段效率和个别投入产出效率)。结果表明:(1)东西部地区投入产出效率存在显著不平衡;(2)减贫阶段总体优于农业生产阶段。特别是,2013年至2017年期间,大多数省份的减贫效率都有所提高;(3)近年来实施的地域性扶贫政策有效降低了贫困率,实现了政府设定的目标;(4)近年来居民可支配收入稳步增长,但收入不平等加剧。研究结果表明:(1)东西部地区投入产出效率存在显著不平衡;(2)减贫阶段总体优于农业生产阶段。特别是,2013年至2017年期间,大多数省份的减贫效率都有所提高;(3)近年来实施的地域性扶贫政策有效降低了贫困率,达到了政府设定的目标;(4)近年来居民可支配收入稳步增长,但收入不平等加剧。在中国,大量的注意力和公共资源投入到消除贫困和相关的市场失灵上。现有文献要么关注农业生产本身,要么关注人力资本与生产力水平的关系。利用DEA方法的最新发展,作者提出了一个评估减贫进程效率的新框架。这样一个框架的优点是使研究人员和政策制定者对努力消除贫困的组成部分作出更详细的诊断,并为政策制定者优化公共资金的使用提供有用的信息。在方法上,该框架具有足够的灵活性,可用于未来在不同地理和规模汇总水平上对公共项目(包括但不限于减贫项目)进行类似评估的研究。
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引用次数: 4
期刊
China Agricultural Economic Review
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