The International Journal of Logistics Management最新文献

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Role of digital supply chain in promoting sustainable supply chain performance: the mediating of supply chain integration and information sharing 数字供应链在促进可持续供应链绩效中的作用:供应链整合与信息共享的中介作用
The International Journal of Logistics Management Pub Date : 2024-08-08 DOI: 10.1108/ijlm-01-2024-0031
Thanh Tiep Le, Quynh Phan Vo Nhu, Abhishek Behl
{"title":"Role of digital supply chain in promoting sustainable supply chain performance: the mediating of supply chain integration and information sharing","authors":"Thanh Tiep Le, Quynh Phan Vo Nhu, Abhishek Behl","doi":"10.1108/ijlm-01-2024-0031","DOIUrl":"https://doi.org/10.1108/ijlm-01-2024-0031","url":null,"abstract":"PurposeThe study investigated the relationship between digital supply chain (DSC) and sustainable supply chain performance (SSCP) of small and medium-sized enterprises (SMEs) via the lens of supply chain integration (SCI) and information sharing (IS). This study concentrates more on the mediating role of SCI and IS in the link between DSC and SSCP that no research has mentioned before.Design/methodology/approachThis research figures out how the DSC impacts the performance of the organization and the supply chain. By employing a carefully designed questionnaire to gather data, a quantitative methodology was employed. Managers at the senior and medium levels were the responders who were targeted. There are 467 valid replies gathered from the primary survey. The data results were used in the analysis using partial least squares structural equation modeling (PLS-SEM).FindingsThe findings imply that SCI’s function in the information-sharing process is crucial as it fosters cooperation, coordination and connectivity throughout the DSC. Furthermore, the study’s conclusions offer helpful information on how businesses might enhance supply chain performance through information exchange. Businesses are constantly concentrating on the role that the DSC plays as a catalyst for sustainable growth and are improving supply chain performance through SCI and information exchange.Originality/valueThis study highlights the gaps and unexplored themes in the existing literature, catalogs the DSC published in the main logistics journals and helps people recognize and appreciate this kind of work. It also has the potential to contribute to future research on SSCP. Moreover, the novelty research is further reinforced by the coverage of the newfound mechanism, where SCI and IS mediate the relationship between DSC and SSCP, directly and positively enhancing SSCP.","PeriodicalId":504446,"journal":{"name":"The International Journal of Logistics Management","volume":"121 3","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141926140","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Demand and supply shocks derived from COVID-19 on the freight transportation system in Mexico COVID-19 对墨西哥货运系统产生的供需冲击
The International Journal of Logistics Management Pub Date : 2024-07-22 DOI: 10.1108/ijlm-10-2023-0427
M. Cedillo-Campos, C. Martner-Peyrelongue, Alfonso Herrera-Garcia, Gabriela Garcia-Ortega, Elias Jimenez-Sanchez, Daniel Covarrubias
{"title":"Demand and supply shocks derived from COVID-19 on the freight transportation system in Mexico","authors":"M. Cedillo-Campos, C. Martner-Peyrelongue, Alfonso Herrera-Garcia, Gabriela Garcia-Ortega, Elias Jimenez-Sanchez, Daniel Covarrubias","doi":"10.1108/ijlm-10-2023-0427","DOIUrl":"https://doi.org/10.1108/ijlm-10-2023-0427","url":null,"abstract":"PurposeThis paper's purpose is twofold. First, based on a case study, it aims to comprehend the consequences of COVID-19 on the demand and supply shocks of the freight transportation system in Mexico. Second, it seeks to provide an integrated perspective of four transportation modes, which would help prepare public policies for future global pandemics.Design/methodology/approachAnalyzing the impact of the COVID-19 pandemic on the freight transportation system, which affects national and global economies, is essential to drawing valuable insights for the future. To facilitate international comparative analysis, conducting case studies at a country level was deemed necessary. As a result, a case study was conducted in Mexico using an integrated approach involving four transportation modes.FindingsTo manage disruptions in freight flow during uncertain conditions, a comprehensive perspective on the four modes of transportation and data-driven decision-making is crucial. Under this context, three initiatives can be identified: 1) establishing a National Center for Intelligence in Logistics to improve data-driven governance; 2) appointing the “Integrated Transportation Corridor Management Manager” (ITCMM) function to coordinate multiple authorities with different acting in critical freight transport corridors, and 3) creation of a digital tool based on millions of GPS data to monitor freight flows, allowing for collective intelligence among logistics actors.Research limitations/implicationsThis research's limitations are related to using non-standardized databases to gather information on four transportation modes. However, this limitation is also an interesting discovery. Mexico is becoming a strategic logistics hub between North America and Latin America, especially under the “Nearshoring” trend. Unfortunately, the lack of an integrated public policy in logistics and transportation reduces Mexico's capacity to deal with disruptions and its economic competitiveness.Practical implicationsThis research has identified practices that could be crucial in improving public policies to optimize shipping routes and reduce wait times while minimizing disruptions caused by unforeseen events. A concrete example is the digital platform called “eraclitux,” a computer tool similar to an Enterprise Resource Planning (ERP) system companies use. This tool can enable a “Control Tower” that monitors freight flow in transportation corridors under the supervision of “Integrated Transportation Corridor Management Managers.” The tool can make reactive and predictive decisions that help to enhance the logistics value provided by transportation infrastructure.Social implicationsThe importance of a well-coordinated and integrated public policy for freight transportation was identified to ensure better performance during disruptions. Delays in the flow of goods can significantly impact the supply of essential items such as food and medicine, ultimately affecting the population's","PeriodicalId":504446,"journal":{"name":"The International Journal of Logistics Management","volume":"25 6","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141814528","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Influence of platform governance and community diversity on users' value co-creation in sharing platform? Insights from China 平台治理和社区多样性对共享平台用户价值共创的影响?来自中国的启示
The International Journal of Logistics Management Pub Date : 2024-07-19 DOI: 10.1108/ijlm-10-2023-0415
Liang Xiao, Tongping Ke
{"title":"Influence of platform governance and community diversity on users' value co-creation in sharing platform? Insights from China","authors":"Liang Xiao, Tongping Ke","doi":"10.1108/ijlm-10-2023-0415","DOIUrl":"https://doi.org/10.1108/ijlm-10-2023-0415","url":null,"abstract":"PurposeInstant crowdsourcing logistics (ICL) platform is an emerging business model in the field of logistics services. Crowdsourcees’ active participation in platform value co-creation is the key to success for this business model. This study aims to explore the influence of platform governance mechanisms on crowdsourcees’ participation in value co-creation on the platform.Design/methodology/approachBased on governance theory, this study constructed a model of the influence of platform governance mechanisms on crowdsourcees’ value co-creation intentions and discussed the role of community diversity in this model. The survey data of 319 collected from crowdsourcees on China’s well-known ICL platform were analyzed using a partial least squares structural equation model.FindingsThe results showed that platform governance mechanisms have a significant influence on crowdsourcees’ value co-creation intentions. Among them, the impact of the welfare resource support mechanism is the largest, followed by the reputation reward and punishment mechanism, while the price coordination mechanism has the least impact. Community diversity has a significant positive moderating effect on the welfare resource support mechanism and crowdsourcees’ value co-creation intentions, but not between other governance mechanisms and crowdsourcees’ value co-creation intentions.Originality/valueThe results provide references for ICL platform to develop a targeted governance mechanism to enhance the positive role of community diversity and reduce the negative impact.","PeriodicalId":504446,"journal":{"name":"The International Journal of Logistics Management","volume":" 511","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141823504","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Switching to green vehicles for last-mile delivery: why perceived green product knowledge, consumption values and environmental concern matter 在最后一英里送货过程中改用绿色车辆:为什么绿色产品知识、消费价值观和对环境的关注很重要
The International Journal of Logistics Management Pub Date : 2024-07-16 DOI: 10.1108/ijlm-10-2023-0426
Xuan Cu Le
{"title":"Switching to green vehicles for last-mile delivery: why perceived green product knowledge, consumption values and environmental concern matter","authors":"Xuan Cu Le","doi":"10.1108/ijlm-10-2023-0426","DOIUrl":"https://doi.org/10.1108/ijlm-10-2023-0426","url":null,"abstract":"PurposeThis study investigated the intention of carriers to switch to green vehicles in last-mile delivery (GVLDs) in an emerging market.Design/methodology/approachA research model was developed based on the association between consumption value theory (CVT), perceived GVLD knowledge and environmental concern. An online survey was administered to carriers who use conventional vehicles for last-mile delivery. This study examined the model using structural equation modeling.FindingsResults indicate that environmental concern and attitudes toward adopting GVLDs are significantly cultivated through consumption value. Specifically, epistemic value was the most significant in promoting environmental awareness, while social value was paramount in fostering attitudes toward GVLDs. Furthermore, perceived GVLD knowledge motivated consumption value. Similarly, environmental concern positively impacted attitudes toward adopting GVLDs. Finally, environmental concerns and attitudes induced carriers’ intention to switch to GVLDs.Practical implicationsThe findings can help policymakers, manufacturers and logistics providers understand carriers’ decisions of shifting to GVLDs from a perspective of perceived consumption value, green product knowledge and environmental preservation while discussing practical recommendations for promoting the switch to GVLDs.Originality/valueThis study is an early endeavor that elucidates the switching behavior toward adopting GVLDs. It emphasizes incorporating perceived GVLD knowledge and environmental concern into CVT in the context of a developing country. This study enriches the understanding of how to promote environmental awareness and attitudes toward adopting GVLDs.","PeriodicalId":504446,"journal":{"name":"The International Journal of Logistics Management","volume":"59 33","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141644090","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Understanding the impact of technology investments on financial performance among Latin American supply chains 了解技术投资对拉丁美洲供应链财务业绩的影响
The International Journal of Logistics Management Pub Date : 2024-06-17 DOI: 10.1108/ijlm-01-2024-0048
Samayita Guha, Arun Upadhyay, Manjul Gupta
{"title":"Understanding the impact of technology investments on financial performance among Latin American supply chains","authors":"Samayita Guha, Arun Upadhyay, Manjul Gupta","doi":"10.1108/ijlm-01-2024-0048","DOIUrl":"https://doi.org/10.1108/ijlm-01-2024-0048","url":null,"abstract":"PurposeIn spite of the fact that today’s supply chains are global, it is surprising the current research lacks studies primarily focusing on Latin American (LATAM) firms. To enhance our understanding in this domain, this study examines the impact of technology investments on inventory turnover, asset turnover and employee productivity measures within the LATAM context.Design/methodology/approachWe use an unbalanced panel of over 2,101 firm-year observations from the Worldscope database between 2010 and 2022 and limit our analysis to firms located in the Latin American region. We use panel data and regression analysis to test our hypotheses.FindingsThe findings reveal a positive impact of technology investments on inventory turnover, asset turnover and employee productivity.Originality/valueThere is a dearth of research in the discipline primarily focusing on the firms from the LATAM region. The extant literature has largely focused on the Western firms and we know from prior cross-cultural research that there are significant differences in terms of how firms and governments operate differently in emerging and non-Western regions such as LATAM or parts of Asia and Africa. By specifically focusing on a sample of LATAM firms, the study makes important contributions to the extant literature with respect to the role of technology investments in improving inventory turnover, and also on asset turnover and employee productivity. The study further provides implications for practice.","PeriodicalId":504446,"journal":{"name":"The International Journal of Logistics Management","volume":"11 51","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-06-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141335108","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Prioritizing evaluation criteria of IoT-driven warehousing startups: a silver lining to the unorganized sector in food supply chain 优先考虑物联网驱动的仓储初创企业的评估标准:食品供应链中无组织部门的一线希望
The International Journal of Logistics Management Pub Date : 2024-06-13 DOI: 10.1108/ijlm-12-2023-0509
R. Vedapradha, Deepika Joshi, R. Hariharan
{"title":"Prioritizing evaluation criteria of IoT-driven warehousing startups: a silver lining to the unorganized sector in food supply chain","authors":"R. Vedapradha, Deepika Joshi, R. Hariharan","doi":"10.1108/ijlm-12-2023-0509","DOIUrl":"https://doi.org/10.1108/ijlm-12-2023-0509","url":null,"abstract":"PurposeThis research is designed to meet two research objectives: firstly, to weigh up the criteria of Internet of Things (IoT) adoption in warehousing startups; secondly, to rank warehousing startups on the basis of benefits they derive from IoT adoption catering to an unorganized sector in the food supply chain.Design/methodology/approachA blend of analytic hierarchy process (AHP) and complex proportional assessment (COPRAS) methods of multi-criteria decision-making techniques were applied. AHP determined the weights of various criteria using pairwise comparison, and COPRAS technique ranked the 10 warehousing startups on account of performance indicators. The study has been conducted at the warehousing startups of Bangalore, a hub of food warehousing startups.FindingsThe critical findings of the study revealed that these food warehouse startups attain improved productivity in terms of enhancing efficiency when implemented with IoT adoption. When evaluated using both AHP and COPRAS techniques, the combined results show WH5 as the best performing and WH10 as the least performing warehouse startups.Practical implicationsWarehouses that are embarking on their business opportunity in food storage can strategize to leverage the benefits of IoT in terms of food safety and security, capacity planning, layout design, space utilization and resilience.Originality/valueDespite the numerous research works on food supply chain, the research on IoT in warehousing startups is limited. The rankings for the 10 food warehousing startups integrated with IoT using AHP-COPRAS approaches are the novelty of this work.","PeriodicalId":504446,"journal":{"name":"The International Journal of Logistics Management","volume":"57 9","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-06-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141345491","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A multi-method examination of barriers to traceability in Industry 5.0-enabled digital food supply chains 采用多种方法研究工业 5.0 数字食品供应链中的可追溯性障碍
The International Journal of Logistics Management Pub Date : 2024-06-12 DOI: 10.1108/ijlm-01-2024-0010
Bishal Dey Sarkar, Isha Sharma, Vipulesh Shardeo
{"title":"A multi-method examination of barriers to traceability in Industry 5.0-enabled digital food supply chains","authors":"Bishal Dey Sarkar, Isha Sharma, Vipulesh Shardeo","doi":"10.1108/ijlm-01-2024-0010","DOIUrl":"https://doi.org/10.1108/ijlm-01-2024-0010","url":null,"abstract":"PurposeRecent worldwide developments have altered how businesses operate. As a result, when making business decisions, the emphasis for many industries has shifted towards digital adoption to ensure sustainability, and the food supply chain is no exception. However, a substantial gap exists in assessing the barriers to a digitised food supply chain enabled by Industry 5.0 technologies. This study strives to bridge the gap by identifying and assessing the barriers to improved traceability.Design/methodology/approachFor this study, a mixed method approach was used encompassing both qualitative and quantitative techniques, including an online survey, exploratory factor analysis (EFA), and the fuzzy evidential reasoning approach (FERA). The literature survey and expert opinion first yielded a list of 18 barriers, which were subsequently examined using EFA. As a result, four barriers were removed. The remaining 14 barriers were then assessed using FERA from the perspectives of the Technology, Organisation and Environment (TOE) framework. Further, a sensitivity analysis was performed to test the model’s reliability.FindingsThe present study resulted in the prioritisation of barriers from the TOE perspective. According to the findings, the top three barriers that impede the traceability of Industry 5.0-enabled digital food supply chains are Limited Digital and Physical Infrastructure, Inadequate Capital Investment, and the Intricate Supply Chain Framework.Research limitations/implicationsThe findings from this research will prove valuable for decision-makers, practitioners and policymakers in developing methods for improving traceability within the digital food supply chain. Concerned stakeholders may use the findings to identify and take immediate action for better decision-making.Originality/valueThis study’s originality lies in its position as one of the first to identify and examine the challenges to better traceability in an Industry 5.0-enabled digital food supply chain. It also adds value by broadening the TOE framework’s scope in the Industry 5.0-enabled digital food supply chain context.","PeriodicalId":504446,"journal":{"name":"The International Journal of Logistics Management","volume":"11 4","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-06-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141353716","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Does digital transformation foster carbon emissions reduction? Evidence from China’s manufacturing supply chain 数字化转型能否促进碳减排?来自中国制造业供应链的证据
The International Journal of Logistics Management Pub Date : 2024-06-07 DOI: 10.1108/ijlm-07-2023-0260
Ying Xu, Fu Jia, Lujie Chen, Yonggui Wang
{"title":"Does digital transformation foster carbon emissions reduction? Evidence from China’s manufacturing supply chain","authors":"Ying Xu, Fu Jia, Lujie Chen, Yonggui Wang","doi":"10.1108/ijlm-07-2023-0260","DOIUrl":"https://doi.org/10.1108/ijlm-07-2023-0260","url":null,"abstract":"PurposeScholars and practitioners have long debated carbon dioxide (CO2) emissions reduction via setting double-carbon goals of peak emissions and carbon neutrality in China. Our study, based on dynamic capability and resource dependence theory (RDT), explores whether digital transformation (DT) affects carbon emissions reduction (CER), and the role of operations and supply chain management (OSCM) factors in this relationship.Design/methodology/approachThe samples are constructed with 454 A-shared listed manufacturing firms with complete financial data from 2010–2021. Regression models with fixed effects are applied to estimate the potential parameters.FindingsWe find that DT promotes CER. The performance output of CER is strengthened when supplier concentration and customer concentration are high. In contrast, the performance output of CER is weaker when environmental uncertainty is high.Originality/valueThe findings of our study enrich the literature on CER in Chinese manufacturing firms and highlight DT and OSCM factors as important drivers influencing CER practices.","PeriodicalId":504446,"journal":{"name":"The International Journal of Logistics Management","volume":" 0","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-06-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141372244","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Can smart supply chain bring agility and resilience for enhanced sustainable business performance? 智能供应链能否带来灵活性和弹性,从而提高可持续的业务绩效?
The International Journal of Logistics Management Pub Date : 2024-05-17 DOI: 10.1108/ijlm-09-2023-0381
Mahak Sharma, Rose Antony, Ashu Sharma, Tugrul U. Daim
{"title":"Can smart supply chain bring agility and resilience for enhanced sustainable business performance?","authors":"Mahak Sharma, Rose Antony, Ashu Sharma, Tugrul U. Daim","doi":"10.1108/ijlm-09-2023-0381","DOIUrl":"https://doi.org/10.1108/ijlm-09-2023-0381","url":null,"abstract":"PurposeSupply chains need to be made viable in this volatile and competitive market, which could be possible through digitalization. This study is an attempt to explore the role of Industry 4.0, smart supply chain, supply chain agility and supply chain resilience on sustainable business performance from the lens of natural resource-based view.Design/methodology/approachThe study tests the proposed model using a covariance-based structural equation modelling and further investigates the ranking of each construct using the artificial neural networks approach in AMOS and SPSS respectively. A total of 234 respondents selected using purposive sampling aided in capturing the industry practices across supply chains in the UK. The full collinearity test was carried out to study the common method bias and the content validity was carried out using the item content validity index and scale content validity index. The convergent and discriminant validity of the constructs and mediation study was carried out in SPSS and AMOS V.23.FindingsThe results are overtly inferring the significant impact of Industry 4.0 practices on creating smart and ultimately sustainable supply chains. A partial relationship is established between Industry 4.0 and supply chain agility through a smart supply chain. This work empirically reinstates the combined significance of green practices, Industry 4.0, smart supply chain, supply chain agility and supply chain resilience on sustainable business value. The study also uses the ANN approach to determine the relative importance of each significant variable found in SEM analysis. ANN determines the ranking among the significant variables, i.e. supply chain resilience > green practices > Industry 4.0> smart supply chain > supply chain agility presented in descending order.Originality/valueThis study is a novel attempt to establish the role of digitalization in SCs for attaining sustainable business value, providing empirical support to the mediating role of supply chain agility, supply chain resilience and smart supply chain and manifests a significant integrated framework. This work reinforces the integrated model that combines all the constructs dealt with in silos so far in prior literature.","PeriodicalId":504446,"journal":{"name":"The International Journal of Logistics Management","volume":"39 36","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-05-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140966119","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Artificial intelligence-based reverse logistics for improving circular economy performance: a developing country perspective 基于人工智能的逆向物流改善循环经济绩效:发展中国家的视角
The International Journal of Logistics Management Pub Date : 2024-04-16 DOI: 10.1108/ijlm-03-2023-0102
Subhodeep Mukherjee, Ramji Nagariya, K. Mathiyazhagan, Manish Mohan Baral, M.R. Pavithra, Andrea Appolloni
{"title":"Artificial intelligence-based reverse logistics for improving circular economy performance: a developing country perspective","authors":"Subhodeep Mukherjee, Ramji Nagariya, K. Mathiyazhagan, Manish Mohan Baral, M.R. Pavithra, Andrea Appolloni","doi":"10.1108/ijlm-03-2023-0102","DOIUrl":"https://doi.org/10.1108/ijlm-03-2023-0102","url":null,"abstract":"PurposeReverse logistics services are designed to move goods from their point of consumption to an endpoint to capture value or properly dispose of products and materials. Artificial intelligence (AI)-based reverse logistics will help Micro, Small, and medium Enterprises (MSMEs) adequately recycle and reuse the materials in the firms. This research aims to measure the adoption of AI-based reverse logistics to improve circular economy (CE) performance.Design/methodology/approachIn this study, we proposed ten hypotheses using the theory of natural resource-based view and technology, organizational and environmental framework. Data are collected from 363 Indian MSMEs as they are the backbone of the Indian economy, and there is a need for digital transformation in MSMEs. A structural equation modeling approach is applied to analyze and test the hypothesis.FindingsNine of the ten proposed hypotheses were accepted, and one was rejected. The results revealed that the relative advantage (RA), trust (TR), top management support (TMS), environmental regulations, industry dynamism (ID), compatibility, technology readiness and government support (GS) positively relate to AI-based reverse logistics adoption. AI-based reverse logistics indicated a positive relationship with CE performance. For mediation analysis, the results revealed that RA, TR, TMS and technological readiness are complementary mediation. Still, GS, ID, organizational flexibility, environmental uncertainty and technical capability have no mediation.Practical implicationsThe study contributed to the CE performance and AI-based reverse logistics literature. The study will help managers understand the importance of AI-based reverse logistics for improving the performance of the CE in MSMEs. This study will help firms reduce their carbon footprint and achieve sustainable development goals.Originality/valueFew studies focused on CE performance, but none measured the adoption of AI-based reverse logistics to enhance MSMEs’ CE performance.","PeriodicalId":504446,"journal":{"name":"The International Journal of Logistics Management","volume":"104 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-04-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140698522","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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