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<article xsi:noNamespaceSchemaLocation="http://jats.nlm.nih.gov/publishing/1.1/xsd/JATS-journalpublishing1-mathml3.xsd" dtd-version="1.1" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"><front><journal-meta><journal-id journal-id-type="publisher-id">PBES</journal-id><journal-title-group><journal-title>Proceedings of Business and Economic Studies</journal-title></journal-title-group><issn>2209-2641</issn><eissn>2209-265X</eissn><publisher><publisher-name>Bio-Byword Scientific Publishing Pty. Ltd.</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.26689/pbes.v8i2.10290</article-id><article-categories><subj-group subj-group-type="heading"><subject>Article</subject></subj-group></article-categories><title>A Study on the Impact of Data Assetization on Supply Chain Resilience of SRDI SMEs and the Mechanism of Its Role</title><url>https://artdesignp.com/journal/PBES/8/2/10.26689/pbes.v8i2.10290</url><author>KanRuohan,WangSijia</author><pub-date pub-type="publication-year"><year>2025</year></pub-date><volume>8</volume><issue>2</issue><history><date date-type="pub"><published-time>2025-04-28</published-time></date></history><abstract>This paper selects the data of China’s specialized, special and new “small giants” listed companies from 2011 to 2021, and starts from the key production factor and strategic asset of data assets, empirically examines the impact of data assetization on the supply chain resilience of SRDI SMEs, and examines the impact of data assetization on the supply chain resilience of SRDI SMEs using the role of the mechanism model. Through the mechanism model, the mediating effects of financing constraints and technological innovation are examined, and a path of action is drawn, which provides theoretical evidence and policy recommendations for promoting the digital transformation of SRDI SMEs and improving supply chain resilience.</abstract><keywords/></article-meta></front><body/><back><ref-list><ref id="B1" content-type="article"><label>1</label><element-citation publication-type="journal"><p>Hannila HR, Harkonen S, Haapasalo H, 2022, Data-driven Begins with Data; Potential of Data Assets. Journal of Computer Information Systems, 62(1): 29–38.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B2" content-type="article"><label>2</label><element-citation publication-type="journal"><p>Li Y, Zhang Y, Geng L, 2024, Digital finance, Financing Constraints and Supply Chain Resilience. International Review of Economics and Finance, 96(PA): 103545.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B3" content-type="article"><label>3</label><element-citation publication-type="journal"><p>Zhai Y, Liu B, Wang Y, et al., 2024, Research on Influencing Factors of Medical Health Big Data Assetization from the Perspective of Data Lifecycle. Journal of Intelligence, 43(1): 183–190.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B4" content-type="article"><label>4</label><element-citation publication-type="journal"><p>Li W, Ma Y, 2022, How to Construct an Effective Mechanism for Supply Chain Resilience? Contemporary Economic Management, 44(12): 27–38.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B5" content-type="article"><label>5</label><element-citation publication-type="journal"><p>Liang L, Li Y, Chen S, 2023, Examining the Effect and Mechanism of Digital Inclusive Finance on Enterprise Green Technology Innovation. Statistics and Decision, 39(11): 168–173.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B6" content-type="article"><label>6</label><element-citation publication-type="journal"><p>Sharma SK, Routroy S, Singh RK, et al., 2024, Analysis of Supply Chain Vulnerability Factors in Manufacturing Enterprises: A Fuzzy DEMATEL Approach. International Journal of Logistics Research and Applications, 27(5): 814–841.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B7" content-type="article"><label>7</label><element-citation publication-type="journal"><p>He Y, Chen L, Du Y, 2024, Can Data Assetization Alleviate Financing Constraints of “Specialized, Refined, Differential, and Innovative” SMEs? China Industrial Economics, (08): 154–173.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B8" content-type="article"><label>8</label><element-citation publication-type="journal"><p>Cull R, Xu L, Zhu T, 2009, Formal Finance and Trade Credit During China’s transition. Journal of Financial Intermediation, 18(2): 173–192.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B9" content-type="article"><label>9</label><element-citation publication-type="journal"><p>Wang Y, Ma Y, Cheng P, 2024, Cross-border E-Commerce Empowers the Enhancement of Corporate Supply Chain Resilience: Micro-evidence from Chinese Listed Companies. World Economy Studies, (06): 105–119 + 137.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B10" content-type="article"><label>10</label><element-citation publication-type="journal"><p>Zhang S, Hu H, Sun L, et al., 2021, Supply Chain Digitization and Supply Chain Security Stability-a Quasi-Natural Experiment. China Soft Science, (12): 21–30 + 40.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B11" content-type="article"><label>11</label><element-citation publication-type="journal"><p>Jiang T, 2022, Mediating and Moderating Effects in Empirical Studies of Causal Inference. China Industrial Economy, (05): 100–120</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B12" content-type="article"><label>12</label><element-citation publication-type="journal"><p>Shi, K, Sun Y, Li K, 2024, The Impact of Digital Finance on Supply Chain Resilience: Empirical Evidence from Manufacturing Enterprises. Journal of Industrial Technological Economics, 43(02): 142–151.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B13" content-type="article"><label>13</label><element-citation publication-type="journal"><p>Song D, Liu F, Ding W, 2024, Corporate Digital Transformation and Supply Chain Resilience: A Social Network Analysis Perspective. Journal of Southeast University (Philosophy and Social Science), 26(05): 47–60 + 149 + 2.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B14" content-type="article"><label>14</label><element-citation publication-type="journal"><p>Yuan Y, Wu D, 2025, Corporate Digital Transformation and Supply Chain Resilience: A Supply Chain Spillover Perspective. Systems Engineering—Theory &amp; Practice, 1–22.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B15" content-type="article"><label>15</label><element-citation publication-type="journal"><p>Wang X, Hu L, Fan G, 2021, China Provincial Marketization Index Report (2021), Social Sciences Academic Press, Beijing.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B16" content-type="article"><label>16</label><element-citation publication-type="journal"><p>Zhang S, Gu C, 2024, Corporate Digital Transformation and Supply Chain Resilience. South China Journal of Economics, (08): 137–158.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B17" content-type="article"><label>17</label><element-citation publication-type="journal"><p>Hu C, Li Y, Zheng X, 2022, Data Assets, Information Uses, and Operational Efficiency. Applied Economics, 54(60): 6887–6900.</p><pub-id pub-id-type="doi"/></element-citation></ref></ref-list></back></article>
