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Impact of Digital Inclusive Finance on Rural E-Commerce Development in Baoding: An Empirical Study Based on Village-Level Service Station Data
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作者 Jiaxing Liu Shuaiyan Ding Yan Zhang 《Proceedings of Business and Economic Studies》 2025年第3期303-311,共9页
Utilizing data from 5,481 village-level service stations(VS)in Baoding,China,this study empirically investigates the impact of digital inclusive finance(DIF)and VS infrastructure on rural e-commerce(RE)development.Res... Utilizing data from 5,481 village-level service stations(VS)in Baoding,China,this study empirically investigates the impact of digital inclusive finance(DIF)and VS infrastructure on rural e-commerce(RE)development.Results demonstrate that DIF significantly promotes RE by reducing transaction and financing costs(β=0.783,P<0.01).VS as physical infrastructure significantly drives RE growth(β=0.654,P<0.01).Crucially,DIF and VS exhibit synergistic effects(interactionβ=0.421,P<0.01),producing a“1+1>2”enhancement.Regional economic development,population density,and education levels positively influence RE.Current challenges include financial misallocation,infrastructure deficits,and skill gaps.We propose a“One Core,Three Wings”framework—Core:Develop tailored financial products for specialty industries(luggage,textiles,mushrooms);Wings:(1)Upgrade digital infrastructure,(2)Optimize policy synergy,(3)Enhance inclusive capacity through elderly-friendly technologies and training.Implementation strategies include establishing risk-sharing mechanisms,expanding VS functionality,and creating DIF-RE-VS alliances to foster sustainable rural revitalization. 展开更多
关键词 Digital inclusive finance rural e-commerce development Village-level service station Synergistic effect rural revitalization
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Evolutionary Logic Analysis of Rural E-commerce in China
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作者 Ning WANG 《Asian Agricultural Research》 2025年第12期4-8,共5页
This paper systematically reviews the development trajectory of rural e-commerce in China from the late 1990s to the present,categorizing it into three distinct phases:the embryonic stage,the growth stage,and the boom... This paper systematically reviews the development trajectory of rural e-commerce in China from the late 1990s to the present,categorizing it into three distinct phases:the embryonic stage,the growth stage,and the boom stage.It elaborates on the evolutionary process through which rural e-commerce,propelled by strong policy support,driven by market demand,and facilitated by infrastructure improvements,has progressed from providing information services to becoming a pivotal force in advancing rural revitalization.The paper summarizes governmental support measures encompassing policies,training,and logistics,while also conducting an in-depth analysis of the current challenges and opportunities,including infrastructure limitations,market competition,the digital divide,and the application of AI technologies. 展开更多
关键词 rural areas e-commerce EVOLUTION
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Research on the Impact of Rural E-commerce on Multi-dimensional Relative Poverty of Farmers
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作者 Wang Yanqi Chu Chu 《Journal of Northeast Agricultural University(English Edition)》 2025年第1期59-75,共17页
As China enters a new stage of agricultural modernization,understanding how rural e-commerce can address the multidimensional relative poverty of farmers is of significant research importance.This research utilized da... As China enters a new stage of agricultural modernization,understanding how rural e-commerce can address the multidimensional relative poverty of farmers is of significant research importance.This research utilized data from China Household Finance Survey(CHFS)and China Statistical Yearbook to construct a multi-dimensional relative poverty index system and an evaluation index system for rural e-commerce development.A fixed-effect model was employed to test the direct impact,and an intermediary-effect model was used to analyze the mechanism.The study found that rural e-commerce effectively alleviated multidimensional relative poverty among farmers,with varying effects across different dimensions.Notably,improving digital payment levels and non-agricultural employment were effective means by which rural e-commerce mitigated this poverty.However,the impact of rural e-commerce showed regional heterogeneity.Based on these findings,this research offered a series of countermeasures and suggestions. 展开更多
关键词 rural e-commerce relatively poor farmers digital payment non-agricultural employment
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An Empirical Study on the Effectiveness of Improving Farmers’ Digital Skills and Rural E-Commerce in Promoting Farmers’ Income Growth
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作者 Duan Longlong Xu Wanqi Zheng Ziyi 《Contemporary Social Sciences》 2025年第2期66-87,共22页
Continuously broadening the channels for farmers’income growth and effectively narrowing the urban-rural income gap is the central task in the new development stage to comprehensively promote rural revitalization and... Continuously broadening the channels for farmers’income growth and effectively narrowing the urban-rural income gap is the central task in the new development stage to comprehensively promote rural revitalization and achieve the common prosperity of farmers and rural areas.The promotion of rural e-commerce and the enhancement of farmers’digital skills provide potential for this endeavor.Taking Zhejiang province,a demonstration area for common prosperity,as the research object,this study collected 1,119 valid questionnaires through field surveys.Based on the reconstruction of a comprehensive evaluation index for farmers’digital skills using principal component analysis,this paper further investigates the relationship between the level of farmers’digital skills and their income by employing the CRITIC weighting method,mediating mechanism testing,and grouped regression analysis.The research finds that improving digital skills can significantly enhance farmers’income levels,with the income growth effect being more pronounced among older groups with lower educational levels and limited digital skills.Digital skills not only directly promote farmers’income growth but also indirectly further enhance their income level by increasing their use of rural e-commerce,and thus the use of rural e-commerce serves as a significant mediating variable in the relationship between digital skills and farmers’income growth.These conclusions remain valid after a series of robustness tests,including endogeneity tests,the replacement of weight designs for digital skills,and the exclusion of outlier samples.Finally,the paper proposes policy recommendations such as offering more digital skills and e-commerce training,encouraging the return of new rural elites to promote regional clusters of rural e-commerce,and providing targeted policy support for the development of rural e-commerce. 展开更多
关键词 digital skills rural e-commerce farmers’income growth digital village
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Spatial Structure of China's E-commerce Express Logistics Network Based on Space of Flows 被引量:4
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作者 LI Yuanjun WU Qitao +2 位作者 ZHANG Yuling HUANG Guangqing ZHANG Hongou 《Chinese Geographical Science》 SCIE CSCD 2023年第1期36-50,共15页
The intermediate link compression characteristics of e-commerce express logistics ne tworks influence the tradition al mode of circulation of goods and economic organization,and alter the city spatial pattern.Based on... The intermediate link compression characteristics of e-commerce express logistics ne tworks influence the tradition al mode of circulation of goods and economic organization,and alter the city spatial pattern.Based on the theory of space of flows,this study adopts China Smart Logistics Network relational data to build China's e-commerce express logistics network and explore its spatial structure characteristics through social network analysis(SNA),the PageRank technique,and geospatial methods.The results are as follows:the network density is 0.9270,which is close to 1;hence,indicating that e-commerce express logistics lines between Chinese cities are nearly complete and they form a typical network structure,thereby eliminating fragmented spaces.Moreover,the average minimum number of edges is 1.1375,which indicates that the network has a small world effect and thus has a high flow efficiency of logistics elements.A significant hierarchical diffusion effect was observed in dominant flows with the highest edge weights.A diamond-structured network was formed with Shanghai,Guangzhou,Chongqing,and Beijing as the four core nodes.Other node cities with a large logistics scale and importance in the network are mainly located in the 19 city agglomerations of China,revealing the fact that the development of city agglomerations is essential for promoting the separation of experience space and changing the urban spatial pattern.This study enriches the theory of urban networks,reveals the flow laws of modern logistics elements,and encourages coordinated development of urban logistics. 展开更多
关键词 space of flows e-commerce express logistics urban logistics network logistics big data
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Logistics Demand Forecast of Fresh Food E-Commerce Based on Bi-LSTM Model 被引量:1
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作者 Shifeng Ni Yan Peng Zijian Liu 《Journal of Computer and Communications》 2022年第9期51-65,共15页
Fresh products have the characteristics of perishable, small batch and high frequency. Therefore, for fresh food e-commerce enterprises, market demand forecasting is particularly important. This paper takes the sales ... Fresh products have the characteristics of perishable, small batch and high frequency. Therefore, for fresh food e-commerce enterprises, market demand forecasting is particularly important. This paper takes the sales data of a fresh food e-commerce enterprise as the logistics demand, analyzes the influence of time and meteorological factors on the demand, extracts the characteristic factors with greater influence, and proposes a logistics demand forecast scheme of fresh food e-commerce based on the Bi-LSTM model. The scheme is compared with other schemes based on the BP neural network and LSTM neural network models. The experimental results show that the Bi-LSTM model has good prediction performance on the problem of logistics demand prediction. This facilitates further research on some supply chain issues, such as business decision-making, inventory control, and logistics capacity planning. 展开更多
关键词 Data Analysis Bi-LSTM Fresh Food e-commerce logistics Demand Forecast
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Empirical study on evaluation of regional agri-food logistics capability in e-commerce environment based on factor analysis A case study of Hebei province
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作者 YANG Lei ZHANG Yi-zhen 《Chinese Business Review》 2010年第12期38-43,共6页
With SPSS16.0 software, this paper chooses the statistical data of 11 cities in Hebei province to empirically study the agri-food logistics capability based on the method of factor analysis, and finally obtains the ra... With SPSS16.0 software, this paper chooses the statistical data of 11 cities in Hebei province to empirically study the agri-food logistics capability based on the method of factor analysis, and finally obtains the ranking of the 11 cities. It shows that, factor-cluster analysis is an effective method to analyze the logistics capability of agri-food. It can simplify the original complicated problem and lead to an objective, reliable and convincing conclusion. 展开更多
关键词 factor analysis e-commerce agri-food logistics regional logistics capability
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Application of Fuzzy-AHP method in the evaluation of logistics capability in e-commerce environment
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作者 YANG Lei ZHANG Yi-zhen 《Chinese Business Review》 2010年第10期51-56,共6页
In order to solve the complex problem of evaluation of logistics capability in e-commerce environment, an index system model of logistics capability is established based on the method of Fuzzy-AHP in this paper. The r... In order to solve the complex problem of evaluation of logistics capability in e-commerce environment, an index system model of logistics capability is established based on the method of Fuzzy-AHP in this paper. The results show that the method of Fuzzy-AHP is a powerful and flexible multi-criteria decision-making tool for dealing with complex problems where both qualitative and quantitative aspects need to be considered, and the human preference model is uncertain and decision-makers are reluctant or unable to assign exact numerical values to the comparison judgments. The evaluation model of logistics capability based on method of Fuzzy-AHP can help to make an effective decision in the evaluation of logistics capability. By this way we can effectively deal with the uncertainty and vagueness in the evaluation process of logistics capability. Logistics companies can diagnose their own weaknesses in the area of logistics and enhance their competitiveness. 展开更多
关键词 FUZZY-AHP e-commerce logistics capability
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Analyzing Collaborative Development of E-Commerce and Logistics Based on DEA
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作者 Lianhua Wang Wei Qi Shi Hui 《Open Journal of Modelling and Simulation》 2017年第2期158-167,共10页
In order to know the current collaborative development situation and relationship of E-commerce and logistics, the paper evaluates the whole collaborative development level of Chinese E-commerce and logistics from 200... In order to know the current collaborative development situation and relationship of E-commerce and logistics, the paper evaluates the whole collaborative development level of Chinese E-commerce and logistics from 2008 to 2014 using the DEA model. Fund, infrastructure, labor and collaborative development are evaluated and analyzed in this model. The research indicates that E-commerce facilitates the logistics development but logistics can’t support E-commerce development well due to the lag effect which leads to lower collaborative development level. So optimizing the ratio of logistics investment and output, promoting logistics service quality and accelerating logistics development have been the key factors for promoting the collaborative development of E-commerce and logistics. 展开更多
关键词 e-commerce logistics EDA Model COLLABORATIVE Development Assessment
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Cost Management Research Based on E-commerce Logistics Mode
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作者 Zhi Wang 《International Journal of Technology Management》 2014年第12期129-130,共2页
This paper describes the real-time and the importance of the study about e-commerce logistics cost management ,analyzes the development status of today' s e-commerce logistics and compares it with the traditional log... This paper describes the real-time and the importance of the study about e-commerce logistics cost management ,analyzes the development status of today' s e-commerce logistics and compares it with the traditional logistics, defines the e-commerce logistics cost management .Based on this, it summarizes the cost structure of e-commerce logistics, proposes factors affecting the cost of logistics, builds the basic ideas of logistics cost management, and thus introducts the accounting methods about logistics cost .Finally, puts forward to the content and methods of logistics costs budget, controling the cost effectively. 展开更多
关键词 e-commerce logistics model logistics costs Cost Management CONTROL
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Study on the Self-supporting Logistics Mode based on B2C E-commerce Enterprises
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作者 Ting LI 《International Journal of Technology Management》 2015年第2期87-89,共3页
Taking B2C E-commerce enterprises as the center, it can be divided into a set of logistics activities upstream supply chain logistics producer to B2C e-commerce enterprises, and the B2C e-commerce enterprise logistics... Taking B2C E-commerce enterprises as the center, it can be divided into a set of logistics activities upstream supply chain logistics producer to B2C e-commerce enterprises, and the B2C e-commerce enterprise logistics to client consumer, and the paper focuses on the study of self-supporting logistics for the E-commerce enterprise. According to the development status of current B2C electronic commerce enterprise in our country and logistics, the paper study B2C electric business enterprise how to correctly choose the logistics mode and how to promote the business logistics operation level. 展开更多
关键词 B2C e-commerce logistics distribution Self-supporting logistics Mode Operating mechanism
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A Study on Establishing a Cross-border E-commerce Logistics System for Agricultural Products in Sichuan Province in the Context of the Belt and Road Initiative
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作者 You Jing Chen Haonan 《Contemporary Social Sciences》 2021年第5期13-28,共16页
The rapid development of cross-border e-commerce,especially since Chengdu was listed as an Integrated Pilot Zone for Cross-Border E-Commerce in 2016,has led to a rising trade value of agricultural products in the metr... The rapid development of cross-border e-commerce,especially since Chengdu was listed as an Integrated Pilot Zone for Cross-Border E-Commerce in 2016,has led to a rising trade value of agricultural products in the metropolis.This upward trend is also attributed to the China-Europe Railway Express and the Chengdu International Aviation Hub Integrated Functional Area,two infrastructure systems that have opened more international logistics channels for agricultural products in Sichuan province.However,the development of cross-border logistics has failed to respond to the rapid growth of cross-border e-commerce for agricultural products.This problem has given rise to longer delivery cycles,higher costs,and reduced product quality,hindering the development of cross-border e-commerce for agricultural products.Currently,most research efforts are focused on selecting a logistics mode which has created an urgency is to establish a logistics system.To that end,we must utilize the opportunities and preferential policies brought about by the Belt and Road Initiative to advance the establishment of a cross-border logistics system for agricultural products,which will create more channels for selling Sichuan’s agricultural products overseas.This article analyzes the current situation of the cross-border logistics system for agricultural products produced by the province and studies the potential relationships between a logistics system and cross-border trade of agricultural products.It seeks to build a logistics system that meets the demands of cross-border transactions using economic theories focused on cross-border e-commerce and logistics.Such a logistic system will help shorten long delivery cycles,cut delivery costs,and guarantee the quality of agricultural products.Also,it can contribute to the rapid development of cross-border e-commerce of agricultural products and solve problems in developing the agricultural products logistics system of Sichuan province. 展开更多
关键词 the Belt and Road Initiative agricultural products cross-border e-commerce logistics system
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Optimization of E-commerce Logistics Network in African Countries
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作者 Noubaradjim Banyanan 《Proceedings of Business and Economic Studies》 2021年第3期92-99,共8页
The purpose of this research is to assist the Central African's logistics network authorities in making,evaluating,and realizing their decisions in regard to the development and management of e-commerce logistics ... The purpose of this research is to assist the Central African's logistics network authorities in making,evaluating,and realizing their decisions in regard to the development and management of e-commerce logistics network of companies・This article evaluated and used mathematical models which provided a descriptive analysis on the current situation of its'logistics network while applying the e-commerce logistics network optimization method in dealing with common issues of the logistics network in Central Africa,especially Chad.The suggested network in this study would promote the^from plant-to-from DC"ratio of 83%to 17%which conforms to the companies*objective in progressing towards direct plant shipments.In regard to that,it was proved that direct plant shipments could reduce the distribution costs from 12%to 3%of the net sales(approximately$135,000 in monthly savings). 展开更多
关键词 Central Africa logistic network OPTIMIZATION e-commerce
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Research of Order Allocation of E-commerce Logistics Service Supply Chain Considering Customer Evaluation
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作者 HU Yanyong 《International Journal of Plant Engineering and Management》 2020年第1期1-13,共13页
Based on the importance of customer evaluation for developing e-commerce enterprises,this paper analyzes the customer evaluation as a fuzzy variable and establishes a multi-objective mixed integer order allocation pla... Based on the importance of customer evaluation for developing e-commerce enterprises,this paper analyzes the customer evaluation as a fuzzy variable and establishes a multi-objective mixed integer order allocation planning model by considering customer satisfaction,which maximizes customer praise and minimizes procurement cost.As the optimization goal,transaction cost is optimized for the order allocation of the secondary e-commerce logistics service supply chain.In order to defuzzify the customer evaluation,a fuzzy evaluation method is designed to transform the customer evaluation from fuzzy language evaluation to numerical measurement.Finally,the feasibility and effectiveness of the model are verified by using a specific example,and the order is made for the e-commerce enterprise.The allocation provides a theoretical reference. 展开更多
关键词 customer reviews e-commerce logistics service supply chain order allocation
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Analyzing the Construction of the International Logistics Supply Chain Management Model from the Perspective of Cross-Border E-commerce
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作者 Wei Wu 《Journal of Electronic Research and Application》 2022年第3期26-30,共5页
Cross-border e-commerce has progressively evolved with the deepening of economic globalization,and it now holds a significant place in the field of e-commerce.However,due to China’s late entry into the international ... Cross-border e-commerce has progressively evolved with the deepening of economic globalization,and it now holds a significant place in the field of e-commerce.However,due to China’s late entry into the international logistics supply chain,there are issues such as complex environment,uneven information technology,and disagreements on standards,resulting in certain cross-border e-commerce disadvantages in China.Therefore,in this context,this study analyzes the construction of international logistics supply chain management model from the perspective of cross-border e-commerce,so as to provide some reference for the development of China’s international logistics supply chain. 展开更多
关键词 Cross-border e-commerce International logistics Supply chain management
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Poverty alleviation through e-commerce:Village involvement and demonstration policies in rural China 被引量:39
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作者 PENG Chao MA Biao ZHANG Chen 《Journal of Integrative Agriculture》 SCIE CAS CSCD 2021年第4期998-1011,共14页
The diffusion of e-commerce has played a significant role in recent rural economic development in China.E-commerce is also considered as an efficient channel to alleviate poverty in rural China.Voluminous studies have... The diffusion of e-commerce has played a significant role in recent rural economic development in China.E-commerce is also considered as an efficient channel to alleviate poverty in rural China.Voluminous studies have investigated the contribution of e-commerce to agricultural development,yet it is lacking empirical evidence as to the effects of e-commerce on rural poverty alleviation.Since the year of 2014,in order to develop rural e-commerce,Chinese government launched the National Rural E-commerce Comprehensive Demonstration Project.This gradual involvement policy offered a natural experiment for evaluation of e-commerce.Based on village-level survey data from rural China and Heckit method,our study finds that rural e-commerce has a significantly positive effect on rural income.Moreover,the effect is inverted U-shaped for the relative-poverty villages.The estimation of the propensity scores matching model confirms that the results are robust.The following policy recommendations are proposed:(1)policy support to rural e-commerce should prioritize the povertystricken villages.By doing so,the marginal income effects of e-commerce will be maximized.(2)Investment in internet infrastructure and establishment of human resources for e-commerce in rural areas will have spillover effects,increasing rural income through the"digital dividend". 展开更多
关键词 poverty alleviation INCOME National rural e-commerce Comprehensive Demonstration Project Heckit method
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Rural E-commerce and New Model of Rural Development in China:A Comparative Study of "Taobao Village" in Jiangsu Province 被引量:13
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作者 Changyu LIU Jiale LI Jing LIU 《Asian Agricultural Research》 2015年第11期35-37,46,共4页
With the development of electronic commerce,there is a special phenomenon in rural areas of China that a lot of farmers in these areas depend on opening shops on Taobao online for a living. The products are made from ... With the development of electronic commerce,there is a special phenomenon in rural areas of China that a lot of farmers in these areas depend on opening shops on Taobao online for a living. The products are made from the village workshop,and farmers become fullyfledged network businessmen. Electronic business platform mode of " Taobao Village" is the result of integrated development of primary,secondary and tertiary industries. In this study,we take two kinds of typical Taobao villages( Dongfeng Village and Yanxia Village) as sample areas,and conduct comparative analysis of this new rural business model based on field survey data,case studies and theoretical research. We also probe into the problems in the development of Taobao villages,and set forth the recommendations for the new rural business model. 展开更多
关键词 FARMERS e-commerce TAOBAO VILLAGE rural development
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E-commerce development in rural and remote areas of BRICS countries 被引量:16
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作者 Karine HAJI 《Journal of Integrative Agriculture》 SCIE CAS CSCD 2021年第4期979-997,共19页
E-commerce plays an essential role in modern trade today.It is expected that e-commerce volume amounted to 29 trillion USD in the world in 2017,and would grow with the spread of the Internet and information and commun... E-commerce plays an essential role in modern trade today.It is expected that e-commerce volume amounted to 29 trillion USD in the world in 2017,and would grow with the spread of the Internet and information and communication technologies(ICTs).Brazil,Russia,India,China and South Africa(BRICS),together with many others,consider e-commerce a means to facilitate rapid,inclusive and sustainable economic growth,improving the living standards and alleviating poverty.This article examines areas for potential cooperation by BRICS countries in e-commerce development across rural and remote areas to fight poverty.It analyses the current state of e-commerce development in rural and remote areas in each of the BRICS countries,including cases of public and private initiatives to support it.The article also defines the opportunities which e-commerce brings to people living in rural and remote areas.Moreover,it evaluates the existing challenges and risks.The article concludes that despite the rapid e-commerce development in BRICS countries,and significant opportunities created,there are still issues of disproportionate e-commerce in varied regions and the lack of BRICS cooperation in this sphere.Based on a comparative and normative in-depth,systematic analysis,the article develops a set of recommendations for deepening BRICS countries'cooperation in the following areas:infrastructure in rural and remote regions;education;consumer protection;online dispute resolution;coordinated policy in the international scene,including representation of BRICS countries in international indexes,such as the Organization of Economic Co-operation and Development(OECD)Digital Services Trade Restrictiveness Index(STRI). 展开更多
关键词 e-commerce BRICS poverty alleviation international cooperation remote and rural areas ICT infrastructure educational cooperation online dispute resolution consumer protection online Digital STRI
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Problems in Development of Rural E- commerce and Logistics and Recommendations 被引量:3
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作者 Lixin TANG 《Asian Agricultural Research》 2016年第12期41-42,47,共3页
Rural e-commerce and logistics development is of great significance to promote rural economic development and increase farmers' income. This paper analyzed existing problems in development of rural e-commerce and ... Rural e-commerce and logistics development is of great significance to promote rural economic development and increase farmers' income. This paper analyzed existing problems in development of rural e-commerce and logistics in China,mainly including objective restriction of rural e-commerce and logistics by economic level,relatively backward capital construction facilities,lack of logistics information service platform,and insufficient professional personnel,and shortage of rural logistics professional personnel,and weak financial support of government. On the basis of these problems,it came up with pertinent recommendations from government,enterprises,and rural areas. 展开更多
关键词 rural areas e-commerce logistics PROBLEMS RECOMMENDATIONS
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Rural Logistics System Based on Rural Informatization 被引量:2
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作者 HU Cui-hong 《Asian Agricultural Research》 2010年第2期10-12,16,共4页
Current status of rural informatization construction in China,including the relatively weak rural informatization,asymmetric market information,low level of information sharing,dispersedly allocated resources and no c... Current status of rural informatization construction in China,including the relatively weak rural informatization,asymmetric market information,low level of information sharing,dispersedly allocated resources and no cross point among each other are analyzed.The importance of informatization in rural logistic system is introduced:firstly,decision making of logistics system plan is based on information.Secondly,improvement of the overall efficiency of logistics system is based on information.Thirdly,logistics transmission takes the Internet as the carrier.Necessity of rural logistics system is discussed from five aspects of increasing the employment of farmers,enhancing the income of farmers,reducing the blindness of agricultural production and circulation,sharing the risks of agricultural management,and promoting the rural economic restructuring.According to the above five steps,five countermeasures are posed in order to improve the rural logistics system.The countermeasures cover the aspects of deepening the information awareness of government,establishing a rural informatization system suited to the national condition of China,strengthening the information infrastructure in rural areas,promoting the integration of rural information resources and establishing the training system for agricultural information talents. 展开更多
关键词 rural informatization logistics system Information system RESOURCE China
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