How to cite this paper
Yang, F., Panichakarn, B & Thimthon, S. (2025). Navigating digital transformation challenges: The role of utilization and exploratory innovation in chinese logistics SMEs.Decision Science Letters , 14(3), 661-676.
Refrences
Abdullahi, U., Martadha Mohamed, A., & Senasi, V. Digital orientation and organizational resilience: the contingent effect of dynamic capabilities. Sustainable and Resilient Infrastructure, 1-18. https://doi.org/10.1080/23789689.2024.2403897
Abukalusa, K., & Oosthuizen, R. (2025). An adaptive organisational leadership framework through systems thinking. International Journal of Organizational Analysis, ahead-of-print(ahead-of-print). https://doi.org/10.1108/IJOA-07-2024-4635
Aghimien, D., Aigbavboa, C., & Matabane, K. (2023). Dynamic capabilities for construction organizations in the fourth industrial revolution era. International Journal of Construction Management, 23(5), 855-864. https://doi.org/10.1080/15623599.2021.1940745
Akgün, A. E., & Keskin, H. (2014). Organisational resilience capacity and firm product innovativeness and performance. International Journal of Production Research, 52(23), 6918-6937. https://doi.org/10.1080/00207543.2014.910624
Annamalah, S., Paraman, P., Ahmed, S., Pertheban, T. R., Marimuthu, A., Venkatachalam, K. R., & T, R. (2023). Exploitation, exploration and ambidextrous strategies of SMES in accelerating organisational effectiveness. Journal of Global Operations and Strategic Sourcing, ahead-of-print(ahead-of-print). https://doi.org/10.1108/JGOSS-08-2022-0090
Awad, J., Martín‐Rojas, R. J. C. S. R., & Management, E. (2024). Enhancing social responsibility and resilience through entrepreneurship and digital environment. Corporate Social Responsibility and Environmental Management, 31(3), 1688-1704. https://doi.org/10.1002/csr.2655
Benjamin, O. O., & Foye, V. O. (2022). Inclusion, Organizational Resilience, and Sustainable Development in Nigeria: The Role of Digital Innovations. Environmental Sciences Proceedings, 15(1).
Bernardes, E. S., Hanna, M. D. J. I. J. o. O., & Management, P. (2009). A theoretical review of flexibility, agility and responsiveness in the operations management literature: Toward a conceptual definition of customer responsiveness. International Journal of Operations & Production Management, 29(1), 30-53. https://doi.org/10.1108/01443570910925352
Bonanno, G. A., Romero, S. A., & Klein, S. I. (2015). The Temporal Elements of Psychological Resilience: An Integrative Framework for the Study of Individuals, Families, and Communities. Psychological Inquiry, 26(2), 139-169. https://doi.org/10.1080/1047840X.2015.992677
Bonett, D. G., & Wright, T. A. (2015). Cronbach's alpha reliability: Interval estimation, hypothesis testing, and sample size planning. Journal of organizational behavior, 36(1), 3-15. https://doi.org/10.1002/job.1960
Caliskan, A., Eryilmaz, S., & Ozturkoglu, Y. (2025). Investigating the effects of barriers and challenges on Logistics 4.0 in the era of evolving digital technology. Journal of Modelling in Management, 20(3), 949-973. https://doi.org/10.1108/JM2-01-2024-0026
Chang, Y., Iakovou, E., & Shi, W. (2020). Blockchain in global supply chains and cross border trade: a critical synthesis of the state-of-the-art, challenges and opportunities. International Journal of Production Research, 58(7), 2082-2099. https://doi.org/10.1080/00207543.2019.1651946
Chapman, R. L., Soosay, C., & Kandampully, J. (2003). Innovation in logistic services and the new business model. International Journal of Physical Distribution & Logistics Management, 33(7), 630-650. https://doi.org/10.1108/09600030310499295
Chatterjee, S., Moody, G., Lowry, P. B., Chakraborty, S., & Hardin, A. (2015). Strategic Relevance of Organizational Virtues Enabled by Information Technology in Organizational Innovation. Journal of Management Information Systems, 32(3), 158-196. https://doi.org/10.1080/07421222.2015.1099180
Cheng, J.-H., & Lu, K.-L. (2017). Enhancing effects of supply chain resilience: insights from trajectory and resource-based perspectives. Supply Chain Management: An International Journal, 22(4), 329-340. https://doi.org/10.1108/SCM-06-2016-0190
da Silva, A., & Cardoso, A. J. M. (2024). Enhancing customer satisfaction through IIoT-Enabled coopetition: Strategic insights and impacts. Internet of Things, 28, 101408. https://doi.org/10.1016/j.iot.2024.101408
Demmer, W. A., Vickery, S. K., & Calantone, R. (2011). Engendering resilience in small- and medium-sized enterprises (SMEs): a case study of Demmer Corporation. International Journal of Production Research, 49(18), 5395-5413. https://doi.org/10.1080/00207543.2011.563903
Ding, Y., Jin, M., Li, S., & Feng, D. (2021). Smart logistics based on the internet of things technology: an overview. International Journal of Logistics Research and Applications, 24(4), 323-345. https://doi.org/10.1080/13675567.2020.1757053
Do, H., Budhwar, P., Shipton, H., Nguyen, H.-D., & Nguyen, B. (2022). Building organizational resilience, innovation through resource-based management initiatives, organizational learning and environmental dynamism. Journal of Business Research, 141, 808-821. https://doi.org/10.1016/j.jbusres.2021.11.090
Dovbischuk, I. (2022). Innovation-oriented dynamic capabilities of logistics service providers, dynamic resilience and firm performance during the COVID-19 pandemic. The International Journal of Logistics Management, 33(2), 499-519. https://doi.org/10.1108/IJLM-01-2021-0059
Ezcan, V., Goulding, J. S., & Arif, M. (2020). Redefining ICT embeddedness in the construction industry: maximizing technology diffusion capabilities to support agility. Building Research & Information, 48(8), 922-944. https://doi.org/10.1080/09613218.2019.1709786
Fan, M., Tang, Y., Qalati, S. A., & Ibrahim, B. (2025). Can logistics enterprises improve their competitiveness through ESG in the context of digitalization? Evidence from China. The International Journal of Logistics Management, 36(1), 196-224. https://doi.org/10.1108/IJLM-05-2023-0216
Fareed, A. G., De Felice, F., Forcina, A., & Petrillo, A. (2024). Role and applications of advanced digital technologies in achieving sustainability in multimodal logistics operations: A systematic literature review. Sustainable Futures, 8, 100278. https://doi.org/10.1016/j.sftr.2024.100278
Feng, B., & Ye, Q. (2021). Operations management of smart logistics: A literature review and future research. Frontiers of Engineering Management, 8(3), 344-355. https://doi.org/10.1007/s42524-021-0156-2
Fernando, Y., Chiappetta Jabbour, C. J., & Wah, W.-X. (2019). Pursuing green growth in technology firms through the connections between environmental innovation and sustainable business performance: Does service capability matter? Resources, Conservation and Recycling, 141, 8-20. https://doi.org/10.1016/j.resconrec.2018.09.031
Fornell, C., & Bookstein, F. L. (1982). Two Structural Equation Models: LISREL and PLS Applied to Consumer Exit-Voice Theory. Journal of Marketing Research, 19(4), 440-452. https://doi.org/10.1177/002224378201900406
Francisco, M., & Linnér, B.-O. (2023). AI and the governance of sustainable development. An idea analysis of the European Union, the United Nations, and the World Economic Forum. Environmental Science & Policy, 150, 103590. https://doi.org/10.1016/j.envsci.2023.103590
Gao, J.-L., Chen, Y., & Zhang, X.-Q. (2023). Digital Technology Driving Exploratory Innovation in the Enterprise: A Mediated Model with Moderation. Systems, 11(3).
Garrido-Moreno, A., Martín-Rojas, R., & García-Morales, V. J. (2024). The key role of innovation and organizational resilience in improving business performance: A mixed-methods approach. International Journal of Information Management, 77, 102777. https://doi.org/10.1016/j.ijinfomgt.2024.102777
Garzoni, A., De Turi, I., Secundo, G., & Del Vecchio, P. (2020). Fostering digital transformation of SMEs: a four levels approach. Management Decision, 58(8), 1543-1562. https://doi.org/10.1108/MD-07-2019-0939
Goh, M., & Ling, C. (2003). Logistics development in China. International Journal of Physical Distribution & Logistics Management, 33(10), 886-917. https://doi.org/10.1108/09600030310508708
Goretzko, D., Siemund, K., & Sterner, P. (2024). Evaluating Model Fit of Measurement Models in Confirmatory Factor Analysis. Educational and Psychological Measurement, 84(1), 123-144. https://doi.org/10.1177/00131644231163813
Guo, J., Jia, F., Yan, F., & Chen, L. (2024). E-commerce supply chain finance for SMEs: the role of green innovation. International Journal of Logistics Research and Applications, 27(9), 1596-1615. https://doi.org/10.1080/13675567.2023.2167959
Guo, L., Xu, L., Wang, J., & Li, J. (2024). Digital transformation and financing constraints of SMEs: evidence from China. Asia-Pacific Journal of Accounting & Economics, 31(6), 966-986. https://doi.org/10.1080/16081625.2023.2257235
Gupta, A., Singh, R. K., & Gupta, S. (2022). Developing human resource for the digitization of logistics operations: readiness index framework. International Journal of Manpower, 43(2), 355-379. https://doi.org/10.1108/IJM-03-2021-0175
Hair Jr, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2021). A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM) (3rd ed.). SAGE Publications, Inc. https://doi.org/10.1080/1743727X.2015.1005806
Halme, M., Korpela, M. J. B. S., & Environment, t. (2014). Responsible innovation toward sustainable development in small and medium‐sized enterprises: A resource perspective. Business Strategy and the Environment, 23(8), 547-566. https://doi.org/10.1002/bse.1801
Hao, J., Shi, H., Shi, V., & Yang, C. (2020). Adoption of Automatic Warehousing Systems in Logistics Firms: A Technology–Organization–Environment Framework. Sustainability, 12(12).
He, Z., Huang, H., Choi, H., & Bilgihan, A. (2023). Building organizational resilience with digital transformation. Journal of Service Management, 34(1), 147-171. https://doi.org/10.1108/JOSM-06-2021-0216
Henseler, J., Ringle, C. M., & Sarstedt, M. (2015). A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal of the Academy of Marketing Science, 43(1), 115-135. https://doi.org/10.1007/s11747-014-0403-8
Hillmann, J., & Guenther, E. J. I. j. o. m. r. (2021). Organizational resilience: a valuable construct for management research? International Journal of Management Reviews, 23(1), 7-44. https://doi.org/10.1111/ijmr.12239
Hokmabadi, H., Rezvani, S. M. H. S., & de Matos, C. A. (2024). Business Resilience for Small and Medium Enterprises and Startups by Digital Transformation and the Role of Marketing Capabilities—A Systematic Review. Systems, 12(6).
Hou, B., Hong, J., & Zhu, R. (2019). Exploration/exploitation innovation and firm performance: the mediation of entrepreneurial orientation and moderation of competitive intensity. Journal of Asia Business Studies, 13(4), 489-506. https://doi.org/10.1108/JABS-11-2017-0206
Huang, K.-E., Wu, J.-H., Lu, S.-Y., & Lin, Y.-C. (2016). Innovation and technology creation effects on organizational performance. Journal of Business Research, 69(6), 2187-2192. https://doi.org/10.1016/j.jbusres.2015.12.028
Huang, K., Wang, K., Lee, P. K. C., & Yeung, A. C. L. (2023). The impact of industry 4.0 on supply chain capability and supply chain resilience: A dynamic resource-based view. International Journal of Production Economics, 262, 108913. https://doi.org/10.1016/j.ijpe.2023.108913
Hunziker, S., & Blankenagel, M. (2024). Cross-Sectional Research Design. In S. Hunziker & M. Blankenagel (Eds.), Research Design in Business and Management: A Practical Guide for Students and Researchers (pp. 187-199). Springer Fachmedien Wiesbaden. https://doi.org/10.1007/978-3-658-42739-9_10
Ibidunni, A. S. (2024). Cross-border knowledge transfer and the innovation performance of developing economy small and medium enterprises: A moderated mediation effect of industry networks and localization of knowledge. Technological Forecasting and Social Change, 208, 123702. https://doi.org/10.1016/j.techfore.2024.123702
Iversen, A., Liddell, K., Fear, N., Hotopf, M., & Wessely, S. J. B. (2006). Consent, confidentiality, and the data protection act. Bmj, 332(7534), 165-169. https://doi.org/10.1136/bmj.332.7534.165
Jansen, J. J., Van Den Bosch, F. A., & Volberda, H. W. J. M. s. (2006). Exploratory innovation, exploitative innovation, and performance: Effects of organizational antecedents and environmental moderators. Management Science, 52(11), 1661-1674. https://doi.org/10.1287/mnsc.1060.0576
Jawad, M., Naz, M., Maroof, Z. J. B. S., & Development. (2021). Era of digital revolution: Digital entrepreneurship and digital transformation in emerging economies. Business Strategy & Development, 4(3), 220-228. https://doi.org/10.1002/bsd2.145
Julienti Abu Bakar, L., & Ahmad, H. (2010). Assessing the relationship between firm resources and product innovation performance. Business Process Management Journal, 16(3), 420-435. https://doi.org/10.1108/14637151011049430
Kim, D.-Y., Kumar, V., & Kumar, U. (2012). Relationship between quality management practices and innovation. Journal of Operations Management, 30(4), 295-315. https://doi.org/10.1016/j.jom.2012.02.003
Kock, N. (2015). Common method bias in PLS-SEM: A full collinearity assessment approach. International Journal of e-Collaboration (ijec), 11(4), 1-10. https://doi.org/10.4018/ijec.2015100101
Kock, N. J. I. J. o. e.-C. (2016). Hypothesis testing with confidence intervals and P values in PLS-SEM. International Journal of e-Collaboration (ijec), 12(3), 1-6. https://doi.org/10.4018/IJeC.2016070101
Kumar, N., Brint, A., Shi, E., Upadhyay, A., & Ruan, X. (2019). Integrating sustainable supply chain practices with operational performance: an exploratory study of Chinese SMEs. Production Planning & Control, 30(5-6), 464-478. https://doi.org/10.1080/09537287.2018.1501816
Kurzhals, K. (2021). Quantitative Research: Questionnaire Design and Data Collection. In K. Kurzhals (Ed.), Resource Recombination in Firms from a Dynamic Capability Perspective (pp. 177-207). Springer Fachmedien Wiesbaden. https://doi.org/10.1007/978-3-658-35666-8_5
Kyrdoda, Y., Balzano, M., & Marzi, G. (2023). Learn to survive crises: The role of firm resilience, innovation capabilities and environmental dynamism. Technology in Society, 74, 102285. https://doi.org/10.1016/j.techsoc.2023.102285
Lewrick, M., Raeside, R. J. I. J. o. B. I., & Research. (2010). Transformation and change process in innovation models: start-up and mature companies. International Journal of Business Innovation and Research, 4(6), 515-534. https://doi.org/10.1504/IJBIR.2010.035711
Li, L. (2022). Digital transformation and sustainable performance: The moderating role of market turbulence. Industrial Marketing Management, 104, 28-37. https://doi.org/10.1016/j.indmarman.2022.04.007
Liang, L., & Li, Y. (2024). How does organizational resilience promote firm growth? The mediating role of strategic change and managerial myopia. Journal of Business Research, 177, 114636. https://doi.org/10.1016/j.jbusres.2024.114636
Liang, R., & Li, Y. J. I. T. o. E. M. (2024). How digital transformation affects exploitative and exploratory innovation: an innovation structure perspective. IEEE Transactions on Engineering Management. https://doi.org/10.1109/tem.2024.3408322
Liao, Y., & Barnes, J. (2015). Knowledge acquisition and product innovation flexibility in SMEs. Business Process Management Journal, 21(6), 1257-1278. https://doi.org/10.1108/BPMJ-05-2014-0039
Liu, Q. (2022). Prospects for China’s Economic Development During the 14th Five-Year Plan Period. In F. Cai, Y. Ma, & Z. Jin (Eds.), Annual Report on China’s Petroleum, Gas and New Energy Industry (2021) (pp. 3-24). Springer Nature Singapore. https://doi.org/10.1007/978-981-19-6076-5_1
London, T., & Hart, S. L. (2004). Reinventing strategies for emerging markets: beyond the transnational model. Journal of International Business Studies, 35(5), 350-370. https://doi.org/10.1057/palgrave.jibs.8400099
Lu, Q., Zhou, Y., Luan, Z., & Song, H. (2024). The effect of SMEs' ambidextrous innovations on supply chain financing performance: balancing effect and moderating effect. International Journal of Operations & Production Management, 44(2), 424-461. https://doi.org/10.1108/IJOPM-10-2022-0684
Luo, G., Guo, J., Yang, F., & Wang, C. (2023). Environmental regulation, green innovation and high-quality development of enterprise: Evidence from China. Journal of Cleaner Production, 418, 138112. https://doi.org/10.1016/j.jclepro.2023.138112
McCarthy, I. P., Collard, M., & Johnson, M. (2017). Adaptive organizational resilience: an evolutionary perspective. Current Opinion in Environmental Sustainability, 28, 33-40. https://doi.org/10.1016/j.cosust.2017.07.005
Mehmood, S., Nazir, S., Fan, J., & Nazir, Z. (2024). Navigating uncertainties: impact of supply chain resilience on organizational performance, mediated and moderated model: Pakistan manufacturing sector case. Kybernetes, ahead-of-print(ahead-of-print). https://doi.org/10.1108/K-02-2024-0380
Muhammad Javid, N., Shakir, I., Zafar, I., Arshad, A., Wong Tze, J., & Qurat Ul, A. (2024). The Impact of Green Supply Chain Management (Gscm) on Green Consumption intention(Gci):Mediating and Moderating Role of Green Image and Environmental Responsibility. Kurdish Studies, 12(2), 6282-6295. https://doi.org/10.58262/ks.v12i2.465
Musa, S., & Enggarsyah, D. T. P. (2024). Absorptive capacity, organizational creativity, organizational agility, organizational resilience and competitive advantage in disruptive environments. Journal of Strategy and Management, ahead-of-print(ahead-of-print). https://doi.org/10.1108/JSMA-10-2023-0265
Newbert, S. L. J. S. m. j. (2008). Value, rareness, competitive advantage, and performance: a conceptual‐level empirical investigation of the resource‐based view of the firm. Strategic management journal, 29(7), 745-768. https://doi.org/10.1002/smj.686
Önsel Ekici, Ş., Kabak, Ö., & Ülengin, F. (2016). Linking to compete: Logistics and global competitiveness interaction. Transport Policy, 48, 117-128. https://doi.org/10.1016/j.tranpol.2016.01.015
Önsel Ekici, Ş., Kabak, Ö., & Ülengin, F. (2019). Improving logistics performance by reforming the pillars of Global Competitiveness Index. Transport Policy, 81, 197-207. https://doi.org/10.1016/j.tranpol.2019.06.014
Pan, L., Panichakarn, B., & Garin, M. E. (2024). The Redesign of Logistics Network of Fresh Fruit in Guangxi Province of China. Journal of Information Systems Engineering and Management, 9(2), 25198. http://doi.org/10.55267/iadt.07.14856
Pan, L., Panichakarn, B., & Garin, M. E. (2023). Fresh Fruit Supply Based on Market Competition Model: Empirical Evidence from 14 cities in Guangxi, China. AgBioForum, 25(2): 42-50.
Pan, Q., Luo, W., & Fu, Y. (2022). A csQCA study of value creation in logistics collaboration by big data: A perspective from companies in China. Technology in Society, 71, 102114. https://doi.org/10.1016/j.techsoc.2022.102114
Panichakarn & Pochan (2023), Analysis of the efficiency of land transport connectivity for international trade between Thailand and China. Cogent Social Sciences (2023), 9: 2196820. http://doi.org/10.1080/23311886.2023.2196820
Rai, A., Patnayakuni, R., & Seth, N. J. M. q. (2006). Firm performance impacts of digitally enabled supply chain integration capabilities. MIS quarterly, 225-246. https://doi.org/10.2307/25148729
Ramilo, R., & Embi, M. R. B. (2014). Critical analysis of key determinants and barriers to digital innovation adoption among architectural organizations. Frontiers of Architectural Research, 3(4), 431-451. https://doi.org/10.1016/j.foar.2014.06.005
Razavi Hajiagha, S. H., Alaei, S., Sadraee, A., & Nazmi, P. (2024). A perspective of international performance improvement concentrating on innovation and digital resilience of SMEs: the case of an emerging economy. Journal of Enterprise Information Management, 37(5), 1709-1736. https://doi.org/10.1108/JEIM-02-2023-0078
Rindfleisch, A., & Moorman, C. (2001). The Acquisition and Utilization of Information in New Product Alliances: A Strength-of-Ties Perspective. Journal of Marketing, 65(2), 1-18. https://doi.org/10.1509/jmkg.65.2.1.18253
Saqib, Z. A., & Qin, L. (2024). Investigating Effects of Digital Innovations on Sustainable Operations of Logistics: An Empirical Study. Sustainability, 16(13).
Shan, S., Luo, Y., Zhou, Y., & Wei, Y. (2019). Big data analysis adaptation and enterprises’ competitive advantages: the perspective of dynamic capability and resource-based theories. Technology Analysis & Strategic Management, 31(4), 406-420. https://doi.org/10.1080/09537325.2018.1516866
Sindhwani, R., Behl, A., Sharma, A., & Gaur, J. (2024). What makes micro, small, and medium enterprises not adopt Logistics 4.0? A systematic and structured approach using modified-total interpretive structural modelling. International Journal of Logistics Research and Applications, 27(6), 880-905. https://doi.org/10.1080/13675567.2022.2081672
Sjödin, D., Parida, V., & Kohtamäki, M. (2023). Artificial intelligence enabling circular business model innovation in digital servitization: Conceptualizing dynamic capabilities, AI capacities, business models and effects. Technological Forecasting and Social Change, 197, 122903. https://doi.org/10.1016/j.techfore.2023.122903
Sun, F., Qu, Z., Wu, B., & Bold, S. (2024). Enhancing global supply chain distribution resilience through digitalization: Insights from natural resource sector of China. Resources Policy, 95, 105169. https://doi.org/10.1016/j.resourpol.2024.105169
Teece, D. J. J. S. m. j. (2007). Explicating dynamic capabilities: the nature and microfoundations of (sustainable) enterprise performance. Strategic management journal, 28(13), 1319-1350. https://doi.org/10.1002/smj.640
Urbinati, A., Chiaroni, D., Chiesa, V., Frattini, F. J. R., & Management, d. (2020). The role of digital technologies in open innovation processes: an exploratory multiple case study analysis. R&d Management, 50(1), 136-160. https://doi.org/10.1111/radm.12313
Xia, Q., Xie, Y., Hu, S., & Song, J. (2024). Exploring how entrepreneurial orientation improve firm resilience in digital era: findings from sequential mediation and FsQCA. European Journal of Innovation Management, 27(1), 96-122. https://doi.org/10.1108/EJIM-12-2021-0593
Xie, X., Wu, Y., Palacios-Marqués, D., & Ribeiro-Navarrete, S. (2022). Business networks and organizational resilience capacity in the digital age during COVID-19: A perspective utilizing organizational information processing theory. Technological Forecasting and Social Change, 177, 121548. https://doi.org/10.1016/j.techfore.2022.121548
Yang, M., Fu, M., & Zhang, Z. (2021). The adoption of digital technologies in supply chains: Drivers, process and impact. Technological Forecasting and Social Change, 169, 120795. https://doi.org/10.1016/j.techfore.2021.120795
Ye, F., Ke, M., Ouyang, Y., Li, Y., Li, L., Zhan, Y., & Zhang, M. (2024). Impact of digital technology usage on firm resilience: a dynamic capability perspective. Supply Chain Management: An International Journal, 29(1), 162-175. https://doi.org/10.1108/SCM-12-2022-0480
Yong, C., Firdousi, S. F., Afzal, A., Florjančič, V., & Awais, M. (2022). The Influence of Internal and External Stakeholder Mechanisms on Entrepreneurial Success: The Moderating Role of Digital Technology Adoption [Original Research]. Frontiers in psychology, 12. https://doi.org/10.3389/fpsyg.2021.821725
Zhang, G., Wang, X., Xie, J., & Hu, Q. (2024). A Mechanistic Study of Enterprise Digital Intelligence Transformation, Innovation Resilience, and Firm Performance. Systems, 12(6).
Zhang, J., & Chen, Z. (2024). Exploring Human Resource Management Digital Transformation in the Digital Age. Journal of the Knowledge Economy, 15(1), 1482-1498. https://doi.org/10.1007/s13132-023-01214-y
Zhang, J., Long, J., & Von Schaewen, A. M. E. J. S. (2021). How does digital transformation improve organizational resilience?—findings from PLS-SEM and fsQCA. Sustainability, 13(20), 11487. https://doi.org/10.1109/TEM.2022.3220946
Zhang, J., Yang, Z., & He, B. (2024). Empowerment of Digital Technology for the Resilience of the Logistics Industry: Mechanisms and Paths. Systems, 12(8).
Zhang, Z. (2025). E-commerce logistics performance and resilience: The influence of inter-organizational trust and organizational flexibility. Technology in Society, 81, 102777. https://doi.org/10.1016/j.techsoc.2024.102777
Zhang, Z., & Bai, Y. (2024). Research on Whether Quality Policies Can Promote the High-Quality Development of China’s Manufacturing Industry and Its Configuration Paths in the Context of Sustainable Development. Sustainability, 16(21).
Zhou, H., Wang, Q., Wang, L., Zhao, X., & Feng, G. (2023). Digitalization and third-party logistics performance: exploring the roles of customer collaboration and government support. International Journal of Physical Distribution & Logistics Management, 53(4), 467-488. https://doi.org/10.1108/IJPDLM-12-2021-0532