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Digital Transformation in Supply Chain Management: Artificial Intelligence (AI) and Machine Learning (ML) as Catalysts for Value Creation
Full text linkIn the rapidly evolving landscape of supply chain management (SCM), digital transformation has become a cornerstone for achieving competitive advantage. This paper explores the pivotal role of Artificial Intelligence (AI) and Machine Learning (ML) as catalysts in this transformation, driving significant value creation across various facets of SCM. Through a comprehensive literature review, including an analysis of 12 key papers, this study examines the integration of AI and ML in enhancing supply chain operations, from predictive analytics in demand forecasting to real-time decision-making in logistics and inventory management. The findings highlight the transformative impact of these technologies in optimizing efficiency, reducing costs, and improving overall supply chain resilience. The paper also addresses the challenges and ethical considerations inherent in implementing AI and ML, such as data privacy and workforce implications. Concluding with a look towards the future, this study underscores the growing importance of AI and ML in shaping the next generation of SCM practices. This research not only contributes to the academic discourse on digital supply chain transformation but also offers practical insights for industry professionals navigating this digital shift
Examining the Direct and Indirect Impacts of E-Supply Chain Implementation on Performance: A Collaborative Approach
Full text linkThe paper examines both the direct and indirect impact of implementing E-Supply Chain Management (E-SC) practices on performance of Omani manufacturing firms. A Structural Equation Modelling analysis was conducted based on a large scale survey applied to 108 manufacturing firms. Results of the research revealed that E-SC practices had a direct positive effect on both business and operational performance, where their direct effects on operational performance was stronger than their effect on business performance. The results also showed that while the indirect effect of E-SC on operational performance was partially supported, a full indirect effect between E-SC and business performance was found. Our findings imply that although a substitutive implementation of various types of E-SC can lead to marginal positive performance outcomes, achieving substantial performance outcomes might require more collaborative and highly coordinated approach of implementing these practices. Several other theoretical and practical insights are provided by the findings of this paper on understanding the potential benefits of the direct and indirect implementation of E-SC practices
An Information Model for Asset Management in Higher Education Institutions in Thai Supply Chain
Full text linkThe research aim were to develop and to evaluate an information system model for asset management for higher education institution in thai supply chain . The samples are ten experts in the field of information system and supply chain. The data is analysed by means and standardized deviations. The research result shows that the model consists of four elements namely main components, Suppliers, Manufacturer, Customers, The result shows the overall rating mean of 3.65 and standard deviation of 0.66, which means that an information system model for asset management for higher education institution in thai supply chain is appropriate at the high level.The model can develop an information system
The Service Agile Supply Chain Information System Model for ASEAN University Network Quality Assurance at Institution Level
Full text linkThe research title The service agile Supply chain information system model for ASEAN University Network Quality Assurance at institution level. The objectives of research to study the model and to study method including, to assess The service agile Supply chain information system model for ASEAN University Network Quality Assurance at institution level. A sample group consisted of ten in field of 5 expert in supply chain ,two expert in information system and three experts in the field Quality Assurance . All totalling ten experts. The research tool was questionnaire about The service agile Supply chain information system model for ASEAN University Network Quality Assurance at institution level. The findings reveal that The service agile Supply chain information system model for ASEAN University Network Quality Assurance at institution level is consisted of five key elements which are 1) main elements 2) suppliers /services 3) university 4) customers 5)consumer. The model development process has 5 components that This model develop to information system .As the overall model was shown at a very good level, the experts agreed
A Study on the Emergence of SMEs & e- Commerce
Full text linkAbstract– The Covid-19 pandemic aggravated the effects of economic slowdown. With the closure of brick-and-mortar stores during lockdowns, restriction on physical movement of consumers and resulting rapid decline in sales businesses were force to turn digital and go online. It was this struggle for survival that forced the small and mid-sized enterprises (SMEs) to enter the international e-commerce arena. This article examines the scenario that propelled the SMEs into the global e-commerce, evaluates the present scenario and explores the way forward
Supply Chain Management in Digital System Model for Product Management for the Bank in Thailand
Full text linkThe objectives of this research are to design supply chain management in digital system model for product management for the bank in Thailand and to evaluate the model. The Samples are ten experts on supply chain. The data is analysed by means and standardized deviations. The research result shows that model consists of eight elements namely main components, Supplier, Manufacture, Distributor. Retailers Customer, Satisfaction. Feedback. supply chain management in digital system model for product management for the bank in Thailand using Black-Box technique method. and the result of the assessment of supply chain management in digital system model for product management for the bank in Thailand is appropriate at the high level ( X = 3.62, S.D. = 0.82 ) . The model can be appropriately applied in actual work settings.
Supply Chain Model for Universities Management According to Education Criteria for Performance Excellence in Thailand
Full text linkThe research was aimed to study and to evaluate the appropriateness of supply chain model for universities management according to education Criteria for performance excellence in Thailand. The samples in the research study consisted of ten purposively selected experts in supply chain. he research instruments included supply chain model for universities management according to education Criteria for performance excellence in Thailand and the evaluation form regarding the appropriateness of the model process Data were analysed using mean and standard deviation . The research findings model consists of seven components namely main components ,suppliers, Manufacture, excellence university , Customers, Satisfaction, feedback and to sum up, supply chain model for universities management according to education Criteria for performance excellence in Thailand process is appropriate and applicable to real practice.
Supply Chain Management Information System Model for Agricultural Management in a Large Plots in Thailand
Full text linkThe research aimed to develop supply chain management information system model for agricultural management in a large plots in Thailand and an evaluation of the model. Samples are ten experts in the field of information system and supply chain. The data is analysed by means and standardized deviations. The research result shows that 1) the model consists of five elements namely main components, Farmer group ( Producers) , Field manager, Finished large plots. Consumers. the assessment of supply chain management information system model for agricultural management in a large plots in Thailand using Black-Box technique and the result of the assessment of supply chain management information system model for agricultural management in a large plots in Thailand shows the overall rating mean of 3.68 and standard deviation of 0.88, which means that the model is appropriate at the high level and can support sustainable Information system development.
An Information System Model for Higher Certificate Management in Thai Supply Chain
Full text linkThe purpose of this research aim to develop an information system model for higher certificate management in Thai supply chain. The research was conducted with research and development methodusing questionnaires, and the model was assessed by experts. The research found there were five type of an information system model for higher certificate management in Thai supply chain namely Raw materials, Supplier, organization ( Manufacturer) , Finished product and Customers. The data analysed by using arithmetic mean and standard deviation . an information system model for higher certificate management in Thai supply chain using Back-Box technique. The results from experts have evaluated the model and commented that the model is high level of appropriateness.
Information Model for Distance Education Management in Thai Supply Chain
Full text linkThe aims of this research was to develop and to evaluate information Model for distance education management in Thai supply chain . The samples are ten experts selected by purposive sampling. The data is analysed by means and standardized deviations. The research result shows that the model consists of five elements namely main components, Suppliers, Manufacturer, ,finished product ,Customers, The assessment of information Model for distance education management in Thai supply chain is rated as absolutely appropriate in overall. The rating mean of 3.67 and standard deviation of 0.73, which means that the model is appropriate at the high level which that mean The model to support information system development