Abstract
Supply Chain Finance (SCF) is evolving rapidly, driven by innovative technological solutions that enhance transparency and flexibility while seamlessly integrating capital and logistics flows within the financial service sector. This paper aims to advance SCF research by applying the TF-IDF technique and exploring various SCF dimensions in relation to SCF solution implementation.
Drawing from a comprehensive review of over 250 academic databases, this study showcases the importance of Frequency-Inverse Document Frequency (TF-IDF) in information retrieval through text mining. Emphasizing the SCF mechanism and technological innovation as pivotal factors, we analyse keyword frequencies and assess term relevance within this document collection, focusing on the financial liquidity and feasibility of SCF.
Our findings provide valuable insights into capital gain, sustainability, and feasible replenishments within SCF. In conclusion, this paper identifies potential research avenues based on the current framework and data analysis, offering a roadmap for future exploration in this dynamic field.
References
- Kang Y, Cai Z, Tan CW, Huang Q, Liu H. Natural language processing (NLP) in management research: A literature review. Journal of Management Analytics. 2020 Apr 2;7(2):139-72. https://doi.org/10.1080/23270012.2020.1756939
- Peng J, Zhou Z. Working capital optimization in a supply chain perspective. European Journal of Operational Research. 2019 Sep 19;277(3):846-56. https://doi.org/10.1016/j.ejor.2019.03.022
- Wang L, Luo XR, Lee F, Benitez J. Value creation in blockchain-driven supply chain finance. Information & Management. 2022 Nov 1;59(7):103510. https://doi.org/10.1016/j.im.2021.103510
- Kubíčková L, Morávková M, Tuzová M, Nečas I. The role of small and medium-sized enterprises in the development of rural areas. Acta Universitatis Agriculturae et Silviculturae Mendelianae Brunensis. 2017. https://dx.doi.org/10.11118/actaun201765061987
- Xia X, Gan L. SME financing with new credit guarantee contracts over the business cycle. International Review of Economics & Finance. 2020 Sep 1; 69:515-38. https://doi.org/10.1016/j.iref.2020.04.015
- Plé L. Studying customers’ resource integration by service employees in interactional value co-creation. Journal of Services Marketing. 2016 Apr 11;30(2):152-64. https://doi.org/10.1108/JSM-02-2015-0065
- Dekker HC, Ding R, Groot T. Collaborative performance management in interfirm relationships. Journal of Management Accounting Research. 2016 Sep 1;28(3):25-48. https://doi.org/10.2308/jmar-51492
- Fabbri D, Klapper LF. Bargaining power and trade credit. Journal of corporate finance. 2016 Dec 1;41:66-80. https://doi.org/10.1016/j.jcorpfin.2016.07.001
- Jia F, Blome C, Sun H, Yang Y, Zhi B. Towards an integrated conceptual framework of supply chain finance: An information processing perspective. International Journal of Production Economics. 2020 Jan 1;219:18-30. https://doi.org/10.1016/j.ijpe.2019.05.013
- Conte SD, De Boor C. Elementary numerical analysis: an algorithmic approach. Society for Industrial and Applied Mathematics; 2017 Dec 27. https://doi.org/10.1016/j.ijpe.2019.05.013
- Song H, Han S, Liu W, Ganguly A. What role do FinTech companies play in supply chain finance? A signaling intermediary perspective. Journal of Business & Industrial Marketing. 2023 Apr 25;38(6):1279-94. https://doi.org/10.1108/JBIM-12-2021-0587
- Simon A, Yaya LH, Karapetrovic S, Casadesús M. An empirical analysis of the integration of internal and external management system audits. Journal of Cleaner Production. 2014 Mar 1; 66:499-506. https://doi.org/10.1016/j.jclepro.2013.11.020
- Sun H, Ni W. The impact of upstream supply and downstream demand integration on quality management and quality performance. International Journal of Quality & Reliability Management. 2012 Aug 31;29(8):872-90. https://doi.org/10.1108/02656711211270342
- Chod J. Inventory, risk shifting, and trade credit. Management Science. 2017 Oct;63(10):3207-25. https://doi.org/10.1287/mnsc.2016.2515
