Accelerating Digital Supply Chain Management Practices, Customer Development, and Firm Performance: Organizational Culture Matters

• Autorzy: My-Trinh Bui , Don Jyh-Fu Jeng , Huy Hung Ta
• Języki publikacji: EN

Abstrakty

EN

Firms and suppliers are now using new digital technologies to make decisions for successful strategies. Firms are struggling with the supply chain dynamics needed to increase revenue and mitigate risk, and improve resilience after COVID-19. With the setting of strong competition and firms' business models shifting to digital transformation, this study examines the link between organizational culture (OC) and digital supply chain management practices (DSCMP) in generating a positive impact on firm performance (FP), including both direct and indirect influences via customer development (CD). Smart PLS 3.3.3 was used to analyze data from 326 respondents who registered as business managers who operate their supply chains using digital technologies. The findings indicated that DSCMP, CD, and OC had a favorable impact on FP, while DSCMP and OC had a beneficial impact on CD. It was also determined that DSCMP and CD played a mediating role in both of the above-mentioned associations. DSCMP and OC are two essential enablers for developing a firm's customer base and improving performance efficiency in digital supply chains. Based on the Resource Dependence Theory (RDT), this study found that digitalization-related capabilities in supply chain management practices must be developed inside the company to improve the firm's efficiency. Firm culture, accompanied by dominant characteristics, organizational leaders, organizational glue, and strategic emphasis should become essential components of DSCMP in organizations. (original abstract)

Słowa kluczowe

EN

Supply Chain Management (SCM); Digitizing; Organizational culture study; Customer

PL

Zarządzanie łańcuchem dostaw; Digitalizacja; Badanie kultury organizacyjnej; Klient

• Czasopismo: Contemporary Economics
• Rocznik: 2024
• Tom: 18
• Numer: nr 1
• Strony: 40--66

Twórcy

autor

My-Trinh Bui

• International School, Vietnam National University, Hanoi, Vietnam

autor

Don Jyh-Fu Jeng

• Graduate Institute of Technology, Innovation and Intellectual Property Management, College of Commerce, National Chengchi University, Taiwan

autor

Huy Hung Ta

• International School, Vietnam National University, Hanoi, Vietnam

Bibliografia

• Akhtar, F., Wang, Q., & Huo, B. (2023). The effect of relational investments on supply chain quality integration: protection or constraint of legal bonds? International Journal of Quality & Reliability Management, ahead-of-print(ahead-of-print). https://doi.org/10.1108/IJQRM-12-2021-0455
• Al-Omoush, K. S., de Lucas, A., & del Val, M. T. (2023). The role of e-supply chain collaboration in collaborative innovation and value-co creation. Journal of Business Research, 158, 113647. https://doi.org/10.1016/j.jbusres.2023.113647
• Al-Shboul, M. A. R., Barber, K. D., Garza-Reyes, J. A., Kumar, V., & Abdi, M. R. (2017). The effect of supply chain management practices on supply chain and manufacturing firms' performance. Journal of Manufacturing Technology Management, 28(5), 577-609. https://doi.org/10.1108/JMTM-11-2016-0154
• Altay, N., & Pal, R. (2023). Coping in supply chains: a conceptual framework for disruption management. 34(2), 261-279. https://doi.org/10.1108/IJLM-05-2021-0305
• Amedofu, M., Asamoah, D., & Agyei-Owusu, B. (2019). Effect of supply chain management practices on customer development and start-up performance. Benchmarking: An International Journal, 26(7), 2267-2285. https://doi.org/10.1108/BIJ-08-2018-0230
• Asamoah, D., Nuertey, D., Agyei-Owusu, B., & Akyeh, J. (2021). The effect of supply chain responsiveness on customer development. The International Journal of Logistics Management, ahead-of-print(ahead-of-print). https://doi.org/10.1108/IJLM-03-2020-0133
• Ata, S., Arslan, H., Baydaş, A., & Pazvant, E. (2022). The effect of social media influencers' credibility on consumer's purchase intentions through attitude toward advertisement. ESIC MARKET Economic and Business Journal, 53. https://doi.org/10.7200/esicm.53.280
• Attaran, M. (2017). The rise of 3-D printing: The advantages of additive manufacturing over traditional manufacturing. Business Horizons, 60(5), 677-688. https://doi.org/10.1016/j.bushor.2017.05.011
• Attaran, M. (2020). Digital technology enablers and their implications for supply chain management. Paper presented at the Supply Chain Forum: An International Journal. https://doi.org/10.1080/16258312.2020.1751568
• Beidokhti, A. A. A., & Ghaderi, M. M. (2011). Studying the relationship between organizational culture and customer satisfaction in Bank Mellat. International Journal of Business and Commerce, 1(4), 74-89. ijbcnet.com/1-4/IJBC-11-1409.pdf
• Benitez, J., Llorens, J., & Braojos, J. (2018). How information technology influences opportunityexploration and exploitation firm's capabilities. Information & Management, 55(4), 508-523. https://doi.org/10.1016/j.im.2018.03.001
• Blank, S. (2013). The four steps to the epiphany. K&S Ranch Press.
• Braunscheidel, M. J., Suresh, N. C., & Boisnier, A. D. (2010). Investigating the impact of organizational culture on supply chain integration. Human Resource Management, 49(5), 883-911.
• Brzeziński, S., & Bitkowska, A. (2022). Integrated Business Process Management in Contemporary Enterprises - a Challenge or a Necessity? Contemporary Economics, 16, 374-386. 10.5709/ce.1897-9254.488 https://doi.org/10.1002/hrm.20381
• Büyüközkan, G., & Göçer, F. (2018). Digital supply chain: Literature review and a proposed framework for future research. Computers in Industry, 97, 157-177. https://doi.org/10.1016/j.compind.2018.02.010
• Cao, Z., Huo, B., Li, Y., & Zhao, X. (2015). The impact of organizational culture on supply chain integration: A contingency and configuration approach. Supply Chain Management: An International Journal, 20, 24-41. https://doi.org/10.1108/SCM-11-2013-0426
• Cepoi, C.-O. (2020). Asymmetric dependence between stock market returns and news during COVID-19 financial turmoil. Finance research letters, 36, 101658. https://doi.org/10.1016/j.frl.2020.101658
• Chase, C. (2019). How the Digital economy is impacting the supply chain. Journal of Business Forecasting, 38(2).
• Christopher, M. (2016). Logistics & supply chain management. Pearson UK.
• Chu, Z., Wang, Q., Lai, F., & Collins, B. (2017). Managing interdependence: Using Guanxi to cope with supply chain dependency. Journal of Business Research, 103. https://doi.org/10.1016/j.jbusres.2017.11.035
• Chunsheng, L., Wong, C. W., Yang, C. C., Shang, K. C., & Lirn, T. C. (2020). Value of supply chain resilience: roles of culture, flexibility, and integration. International Journal of Physical Distribution & Logistics Management, 50(1), 80-100. https://doi.org/10.1108/IJPDLM-02-2019-0041
• Dai, J., Chan, H. K., & Yee, R. W. Y. (2018). Examining moderating effect of organizational culture on the relationship between market pressure and corporate environmental strategy. Industrial Marketing Management, 74, 227-236. https://doi.org/10.1016/j.indmarman.2018.05.003
• Deepu, T. S., & Ravi, V. (2021). A conceptual framework for supply chain digitalization using integrated systems model approach and DIKW hierarchy. Intelligent Systems with Applications, 10-11, 200048. https://doi.org/10.1016/j.iswa.2021.200048
• Dmuchowski, R. (2021). Methods of measuring the effectiveness of logistics activities. Contemporary Economics, 15(3), 309-320. https://doi.org/10.5709/ce.1897-9254.451
• Dubey, R., Bryde, D. J., Dwivedi, Y. K., Graham, G., Foropon, C., & Papadopoulos, T. (2023). Dynamic digital capabilities and supply chain resilience: The role of government effectiveness. International Journal of Production Economics, 258, 108790. https://doi.org/10.1016/j.ijpe.2023.108790
• Estrada, M. A. R., Koutronas, E., & Lee, M. (2021). Stagpression: The economic and financial impact of the COVID-19 pandemic. Contemporary Economics, 15(1), 19-33. https://doi.org/10.5709/ce.1897-9254.433
• Fares, N., & Lloret, J. (2023). Barriers to supply chain performance measurement during disruptions such as the COVID-19 pandemic. International Journal of Quality & Reliability Management, 40(5), 1316-1342. https://doi.org/10.1108/IJQRM-03-2022-0095
• Faruquee, M., Paulraj, A., & Irawan, C. A. (2021). Strategic supplier relationships and supply chain resilience: is digital transformation that precludes trust beneficial?. International Journal of Operations & Production Management, 41(7), 1192-1219. https://doi.org/10.1108/ IJOPM-10-2020-0702
• Galvão, A., Marques, C., Franco, M., & Mascarenhas, C. (2019). The role of start-up incubators in cooperation networks from the perspective of resource dependence and interlocking directorates. Management Decision, 57(10), 2816-2836. https://doi.org/10.1108/MD-10-2017-0936
• Gandhi, A. V., Shaikh, A., & Sheorey, P. A. (2017). Impact of supply chain management practices on firm performance: Empirical evidence from a developing country. International Journal of Retail & Distribution Management, 45(4), 366-384. https://doi.org/10.1108/IJRDM-06-2015-0076
• Garay-Rondero, C. L., Martinez-Flores, J. L., Smith, N. R., Caballero Morales, S. O., & Aldrette- Malacara, A. (2020). Digital supply chain model in Industry 4.0. Journal of Manufacturing Technology Management, 31(5), 887-933. https://doi.org/10.1108/JMTM-08-2018-0280
• Geisser, S. (1974). A Predictive Approach to the Random Effect Model. Biometrika, 61(1), 101-107. https://doi.org/10.2307/2334290
• Gligor, D., Bozkurt, S., Russo, I., & Omar, A. (2018). A look into the past and future: theories within supply chain management, marketing and management. Supply Chain Management: An International Journal. https://doi.org/10.1108/SCM-03-2018-0124
• Golicic, S. L., & Smith, C. D. (2013). A meta-analysis of environmentally sustainable supply chain management practices and firm performance. Journal of supply chain management, 49(2), 78-95. https://doi.org/10.1111/jscm.12006
• Goodell, J. W. (2020). COVID-19 and finance: Agendas for future research. Finance research letters, 35, 101512. https://doi.org/10.1016/j.frl.2020.101512
• Gopalakrishnan, S., & Zhang, H. (2017). Client dependence and vendor innovation: The moderating role of organizational culture. Industrial Marketing Management, 66. https://doi.org/10.1016/j.indmarman.2017.07.012
• Gordon, G. G., & DiTomaso, N. (1992). Predicting corporate performance from organizational culture. Journal of Management Studies, 29(6), 783- 798. https://doi.org/10.1111/j.1467-6486.1992.tb00689.x
• Green, W., & Cluley, R. (2014). The field of radical innovation: Making sense of organizational cultures and radical innovation. Industrial Marketing Management, 43(8), 1343-1350. https://doi.org/10.1016/j.indmarman.2014.08.008
• Gunasekaran, A., & Kobu, B. (2007). Performance measures and metrics in logistics and supply chain management: a review of recent literature (1995-2004) for research and applications. International Journal of Production Research, 45(12), 2819-2840. https://doi.org/10.1080/00207540600806513
• Gunasekaran, A., Papadopoulos, T., Dubey, R., Wamba, S. F., Childe, S. J., Hazen, B., & Akter, S. (2017). Big data and predictive analytics for supply chain and organizational performance. Journal of Business Research, 70, 308-317. https://doi.org/10.1016/j.jbusres.2016.08.004
• Hair, J. F., Black, W. C., Babin, B. J., & Anderson, a. R. E. (2010). Multivariate data analysis. NJ: Prentice Hall.
• Handfield, R. B. (1993). A resource dependence perspective of just-in-time purchasing. Journal of Operations Management, 11(3), 289-311. https://doi.org/10.1016/0272-6963(93)90005-A
• Hanson, J. D., & Melnyk, S. A. (2020). How to deal with company culture "eating" your supply chain strategy. SupplyChain247. https://www.supplychain247.com/article/how_to_deal_with_company_culture_eating_your_supply_chain_strategy.
• Harmancioglu, N., Sääksjärvi, M., & Hultink, E. (2020). Cannibalize and combine? The impact of ambidextrous innovation on organizational outcomes under market competition. Industrial Marketing Management, 85, 44-57. https://doi.org/10.1016/j.indmarman.2019.07.005
• Harrison, J. S., Hitt, M. A., Hoskisson, R. E., & Ireland, R. D. (1991). Synergies and post-acquisition performance: Differences versus similarities in resource allocations. Journal of management, 17(1), 173-190. https://doi. org/10.1177/014920639101700111
• Hartmann, G., Nduru, G., & Dannenberg, P. (2020). Digital connectivity at the upstream end of value chains: A dynamic perspective on smartphone adoption amongst horticultural smallholders in Kenya. Competition & Change, 25(2), 167-189. https://doi.org/10.1177/1024529420914483
• Hautala-Kankaanpää, T. (2022). The impact of digitalization on firm performance: examining the role of digital culture and the effect of supply chain capability. Business Process Management Journal, 28(8), 90-109. https://doi.org/10.1108/BPMJ-03-2022-0122
• Helo, P., & Hao, Y. (2021). Artificial intelligence in operations management and supply chain management: an exploratory case study. Production Planning & Control, 1-18. https://doi.org/10.1080/09537287.2021.1882690
• Henseler, J. (2017). ADANCO 2.0.1 User Manual. https://doi.org/10.13140/RG.2.2.30154.16321
• 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
• Hieu, V., & Chi, H. (2022). The factors of financial performance of SMEs (Case of Vietnam). Contemporary Economics, 16, 346-360. https://doi.org/10.5709/ce.1897-9254.486
• Hillman, A. J., Withers, M. C., & Collins, B. J. (2009). Resource Dependence Theory: A Review. Journal of Management, 35(6), 1404-1427. https://doi.org/10.1177/0149206309343469
• Hofmann, E., & Rüsch, M. (2017). Industry 4.0 and the current status as well as future prospects on logistics. Computers in Industry, 89, 23-34. https://doi.org/10.1016/j.compind.2017.04.002
• Holmström, J., Holweg, M., Lawson, B., Pil, F. K., & Wagner, S. M. (2019). The digitalization of operations and supply chain management: Theoretical and methodological implications. Journal of Operations Management, 65(8), 728-734. https://doi.org/10.1002/joom.1073
• Hong, J., Guo, P., Chen, M., & Li, Y. (2022). The adoption of sustainable supply chain management and the role of organisational culture: A Chinese perspective. International Journal of Logistics Research and Applications, 25(1), 52-76. https://doi.org/10.1080/13675567.2020.1795094
• Hsiang, S., Allen, D., Annan-Phan, S., Bell, K., Bolliger, I., Chong, T., Druckenmiller, H., Huang, L. Y., Hultgren, A., Krasovich, E., Lau, P., Lee, J., Rolf, E., Tseng, J., & Wu, T. (2020). The effect of large-scale anti-contagion policies on the COVID-19 pandemic. Nature, 584(7820), 262-267. https://doi.org/10.1038/s41586-020-2404-8
• Hsu, C.-C., Tan, K.-C., Kannan, V. R., & Keong Leong, G. (2009). Supply chain management practices as a mediator of the relationship between operations capability and firm performance. International Journal of Production Research, 47(3), 835-855. https://doi.org/10.1080/00207540701452142
• Hult, G. T. M., Ketchen Jr, D. J., & Nichols Jr, E. L. (2002). An examination of cultural competitiveness and order fulfillment cycle time within supply chains. Academy of Management Journal, 45(3), 577-586. https://doi.org/10.5465/3069382
• Hunt, S. D., & Davis, D. F. (2012). Grounding supply chain management in resource-advantage theory: In defense of a resource-based view of the firm. Journal of Supply Chain Management, 48(2), 14-20. https://doi.org/10.1111/j.1745-493X.2012.03266.x
• Huo, L., Shao, Y., Wang, S., & Yan, W. (2022). Identifying the role of alignment in developing innovation ecosystem: value co-creation between the focal firm and supplier. Management Decision, 60(7), 2092-2125. https://doi.org/10.1108/MD-03-2021-0433
• Hutter, K., Brendgens, F.-M., Gauster, S. P., & Matzler, K. (2023). Scaling organizational agility: Key insights from an incumbent firm's agile transformation. Management Decision, ahead-of-print(ahead-of-print). https://doi.org/10.1108/MD-05-2022-0650
• Jajja, M. S. S., Asif, M., Montabon, F. L., & Chatha, K. A. (2019). The influence of institutional pressures and organization culture on Supplier Social Compliance Management Systems. International Journal of Physical Distribution & Logistics Management, 49(5), 552-574. https://doi.org/10.1108/IJPDLM-11-2017-0359
• Jean, R. J. B., Kim, D., & Bello, D. C. (2017). Relationship-based product innovations: Evidence from the global supply chain. Journal of Business Research, 80, 127-140. https://doi.org/10.1016/j.jbusres.2017.07.008
• Jiang, H., Luo, Y., Xia, J., Hitt, M., & Shen, J. (2023). Resource dependence theory in international business: Progress and prospects. Global Strategy Journal, 13(1), 3-57. https://doi.org/10.1002/gsj.1467
• Jiang, M., Chen, L., Blome, C., & Jia, F. (2023). Digital technology adoption for modern slavery risk mitigation in supply chains: An institutional perspective. Technological Forecasting and Social Change, 192, 122595. https://doi.org/10.1016/j.techfore.2023.122595
• Jianyin, Q., Bin, S., Min, Z., Zhen, W., Bin, X., & Yifeng, X. (2020). A nationwide survey of psychological distress among Chinese people in the COVID-19 epidemic: implications and policy recommendations. General Psychiatry, 33(2), e100213. https://doi.org/10.1136/gpsych-2020-100213
• Jogaratnam, G. (2017). How organizational culture influences market orientation and business performance in the restaurant industry. Journal of Hospitality and Tourism Management, 31, 211-219. https://doi.org/10.1016/j.jhtm.2017.03.002
• Karimi, E., & Rafiee, M. (2014). Analyzing the impact of supply chain management practices on organizational performance through competitive priorities (case study: Iran pumps company). International Journal of Academic Research in Accounting, Finance and Management Sciences, 4(1), 1-15. https://doi.org/10.6007/IJARAFMS/v4-i1/503
• Khan, A., Khan, N., & Shafiq, M. (2021). The economic impact of COVID-19 from a global perspective. Contemporary Economics, 15(1), 64-75. https://doi.org/10.5709/ce.1897-9254.436
• Khan, K., & Mujitaba, A. (2023). Development and validation of brand strategies evaluation scale for mobile network users. ESIC Market, 54, e291. https://doi.org 10.7200/esicm.53.291
• Khan, M. (2019). Challenges with big data analytics in service supply chains in the UAE. Management Decision, 57(8), 2124-2147. https://doi.org/10.1108/MD-06-2018-0669
• Kim, S. W. (2006). Effects of supply chain management practices, integration and competition capability on performance. Supply Chain Management: An International Journal, 1(3), 241-248.
• Klein, R., & Rai, A. (2009). Interfirm Strategic Information Flows in Logistics Supply Chain Relationships. MIS Quarterly, 33(4), 735-762. https://doi.org/10.2307/20650325
• Klimas, P. (2016). Organizational culture and coopetition: An exploratory study of the features, models and role in the Polish Aviation Industry. Industrial Marketing Management, 53, 91-102. https://doi.org/10.1016/j.indmarman.2015.11.012
• Lardo, A., Mancini, D., Paoloni, N., & Russo, G. (2020). The perspective of capability providers in creating a sustainable I4.0 environment. Management Decision, 58(8), 1759-1777. https://doi.org/10.1108/MD-09-2019-1333
• Lee, R. P., & Wei, S. (2023). Do employee orientation and societal orientation matter in the customer orientation-Performance link? Journal of Business Research, 159, 113722. https://doi.org/10.1016/j.jbusres.2023.113722
• Leisen, B., Lilly, B., & Winsor, R. D. (2002). The effects of organizational culture and market orientation on the effectiveness of strategic marketing alliances. Journal of Services Marketing, 16(2), 201-222. https://doi.org/10.1108/08876040210427209
• Levin, A. T., Hanage, W. P., Owusu-Boaitey, N., Cochran, K. B., Walsh, S. P., & Meyerowitz-Katz, G. (2020). Assessing the age specificity of infection fatality rates for COVID-19: Systematic review, meta-analysis, and public policy implications. European Journal of Epidemiology, 35(12), 1123-1138. https://doi.org/10.1007/s10654-020-00698-1
• Li, S., Ragu-Nathan, B., Ragu-Nathan, T., & Rao, S. S. (2006). The impact of supply chain management practices on competitive advantage and organizational performance. Omega, 34(2), 107-124. https://doi.org/10.1016/j.omega.2004.08.002
• Lin, S., & Lin, J. (2023). How organizations leverage digital technology to develop customization and enhance customer relationship performance: An empirical investigation. Technological Forecasting and Social Change, 188, 122254. https://doi.org/10.1016/j.techfore.2022.122254
• Liu, H., Lu, F., Shi, B., Hu, Y., & Li, M. (2023). Big data and supply chain resilience: Role of decision-making technology. Management Decision, 61(9), 2792-2808. https://doi.org/10.1108/MD-12-2021-1624
• Luu, T. (2019). Promoting logistics performance in Vietnam-based manufacturing firms. International Journal of Physical Distribution & Logistics Management, 49(1), 52-74. https://doi.org/10.1108/IJPDLM-07-2017-0238
• Lytras, M. D., Serban, A. C., Ruiz, M. J. T., Ntanos, S., & Sarirete, A. (2022). Translating knowledge into innovation capability: An exploratory study investigating the perceptions on distance learning in higher education during the COVID-19 pandemic-the case of Mexico. Journal of Innovation Knowledge, 7(4), 100258. https://doi.org/10.1016/j.jik.2022.100258
• MacKenzie, S. B., Podsakoff, P. M., & Podsakoff, N. P. (2011). Construct measurement and validation procedures in MIS and behavioral research: Integrating new and existing techniques. MIS Quarterly, 35(2), 293-334. https://doi.org/10.2307/23044045
• Mahfouz, M. A., & Muhumed, D. A. (2020). Linking organizational culture with financial performance: A literature review. Bussecon Review of Social Sciences (2687-2285), 2(1), 38-43. https://doi.org/10.36096/brss.v2i1.171
• Mariadoss, B. J., Chi, T., Tansuhaj, P., & Pomirleanu, N. (2016). Influences of firm orientations on sustainable supply chain management. Journal of Business Research, 69(9), 3406-3414. https://doi. org/10.1016/j.jbusres.2016.02.003
• Martínez, J. M. G., Carracedo, P., Comas, D. G., & Siemens, C. H. (2022). An analysis of the blockchain and COVID-19 research landscape using a bibliometric study. Sustainable Technology Entrepreneurship 1(1), 100006. https://doi.org/10.1016/j.stae.2022.100006
• Matsuno, K., & Kohlbacher, F. (2019). Firms' (non) responses: The role of ambivalence in the case of population aging in Japan. Long Range Planning, 52(2), 236-254. https://doi.org/10.1016/j.lrp.2018.02.006
• Mello, J., & Stank, T. (2005). Linking Firm Culture and Orientation to Supply Chain Success. International Journal of Physical Distribution & Logistics Management, 35, 542-554. https://doi.org/10.1108/09600030510623320
• Min, S., Zacharia, Z. G., & Smith, C. D. (2019). Defining supply chain management: In the past, present, and future. Journal of Business Logistics, 40(1), 44-55. https://doi.org/10.1111/jbl.12201
• Mishra, R., Kr Singh, R., & Gunasekaran, A. (2023). Digitalization of supply chains in Industry 4.0 environment of manufacturing organizations: Conceptualization, scale development & validation. Production Planning & Control, 1-20. https://doi.org/10.1080/09537287.2023.2172622
• Mukherjee, S., Baral, M. M., Lavanya, B. L., Nagariya, R., Singh Patel, B., & Chittipaka, V. (2023). Intentions to adopt the blockchain: investigation of the retail supply chain. Management Decision, 61(5), 1320-1351. https://doi.org/10.1108/MD-03-2022-0369
• Nandi, S., Sarkis, J., Hervani, A. A., & Helms, M. M. (2021). Redesigning supply chains using blockchain-enabled circular economy and COVID-19 experiences. Sustainable Production and Consumption, 27, 10-22. https://doi.org/10.1016/j.spc.2020.10.019
• Nasiri, M., Ukko, J., Saunila, M., & Rantala, T. (2020). Managing the digital supply chain: The role of smart technologies. Technovation, 96-97, 102121. https://doi.org/10.1016/j.technovation.2020.102121
• Nunally, J. C. (1978). Psychometric theory. McGraw-Hill.
• Olakojo, S. A., Onanuga, A. T., & Onanuga, O. T. (2021). COVID-19: Putting stock markets back on recovery among the crude oil producing economies. Contemporary Economics 15(1), 34-52. https://doi.org/10.5709/ce.1897-9254.434
• Ou, C. S., Liu, F. C., Hung, Y. C., & Yen, D. C. (2010). A structural model of supply chain management on firm performance. International Journal of Operations & Production Management, 30(5), 526-545. https://doi.org/10.1108/01443571011039614
• Paulraj, A., Chen, I. J., & Blome, C. (2017). Motives and performance outcomes of sustainable supply chain management practices: A multi-theoretical perspective. Journal of Business Ethics, 145(2), 239-258. https://doi.org/10.1007/s10551-015-2857-0
• Peng, S. (2023). Sharing economy and sustainable supply chain perspective the role of environmental, economic and social pillar of supply chain in customer intention and sustainable development. Journal of Innovation & Knowledge, 8(1), 100316. https://doi.org/10.1016/j.jik.2023.100316
• Perano, M., Cammarano, A., Varriale, V., Del Regno, C., Michelino, F., & Caputo, M. (2023). Embracing supply chain digitalization and unphysicalization to enhance supply chain performance: A conceptual framework. International Journal of Physical Distribution & Logistics Management, 53(5/6), 628-659. https://doi.org/10.1108/IJPDLM-06-2022-0201
• Pfeffer, J. (2003). The external control of organizations: A resource dependence perspective. In G. R. Salancik (Ed.), Organizational behavior 2 (pp. 373-388). Stanford Business Books.
• Philsoophian, M., Akhavan, P., & Namvar, M. (2022). The mediating role of blockchain technology in improvement of knowledge sharing for supply chain management. Management Decision, 60(3), 784-805. https://doi.org/10.1108/MD-08-2020-1122
• Presbitero, A., Roxas, B., & Chadee, D. (2017). Sustaining innovation of information technology service providers: focus on the role of organisational collectivism. International Journal of Physical Distribution & Logistics Management, 47, 156-174. https://doi.org/10.1108/IJPDLM-07-2015-0171
• Queiroz, M. M., Ivanov, D., Dolgui, A., & Wamba, S. F. (2020). Impacts of epidemic outbreaks on supply chains: mapping a research agenda amid the COVID-19 pandemic through a structured literature review. Annals of Operations Research, 1-38. https://doi.org/10.1007/s10479-020-03685-7
• Ranney, M. L., Griffeth, V., & Jha, A. K. (2020). Critical supply shortages-the need for ventilators and personal protective equipment during the Covid-19 pandemic. New England Journal of Medicine, 382(18), e41. https://doi.org/10.1056/NEJMp2006141
• Ríos-Pérez, E., Castro-Gonzáles, S., & Picón-García, N. (2022). Benefits of spirituality in the workplace: The retail industry evidence. ESIC Market, 53, e284. https://doi.org/10.7200/esicm.53.284
• Roh, J., Hong, P., & Park, Y. (2008). Organizational culture and supply chain strategy: a framework for effective information flows. Journal of Enterprise Information Management, 21(4), 361-376. https://doi.org/10.1108/17410390810888651
• Ruzo-Sanmartín, E., Abousamra, A. A., Otero-Neira, C., & Svensson, G. (2023). The impact of the relationship commitment and customer integration on supply chain performance. Journal of Business & Industrial Marketing, 38(4), 943-957. https://doi.org/10.1108/JBIM-07-2021-0349
• Sączewska-Piotrowska, A., & Piotrowski, D. (2021). Effects of air temperature on COVID-19 case fatality rate. Contemporary Economics, 15, 53-63. https://doi.org/10.5709/ce.1897-9254.435
• Sambasivan, M., & Nget Yen, C. (2010). Strategic alliances in a manufacturing supply chain. International Journal of Physical Distribution & Logistics Management, 40(6), 456-474. https://doi.org/10.1108/09600031011062191
• Sarstedt, M., Hair, J. F., Cheah, J.-H., Becker, J.-M., & Ringle, C. M. (2019). How to specify, estimate, and validate higher-order constructs in PLS-SEM. Australasian Marketing Journal (AMJ), 27(3), 197-211. https://doi.org/10.1016/j.ausmj.2019.05.003
• Schein, E. H. (2010). Organizational culture and leadership (Vol. 2): John Wiley & Sons.
• Schoemaker, P. J. H., Heaton, S., & Teece, D. (2018). Innovation, dynamic capabilities, and leadership. California Management Review, 61(1), 15-42. https://doi.org/10.1177/0008125618790246
• Schulze, A., Townsend, J. D., & Talay, M. B. (2022). Completing the market orientation matrix: The impact of proactive competitor orientation on innovation and firm performance. Industrial Marketing Management, 103, 198-214. https://doi.org/10.1016/j.indmarman.2022.03.013
• Seetharaman, P. (2020). Business models shifts: Impact of Covid-19. International Journal of Information Management, 54, 102173. https://doi.org/10.1016/j.ijinfomgt.2020.102173
• Seyedghorban, Z., Tahernejad, H., Meriton, R., & Graham, G. (2020). Supply chain digitalization: past, present and future. Production Planning & Control, 31(2-3), 96-114. https://doi.org/10.1080/09537287.2019.1631461
• Shan, H., Bai, D., Li, Y., Shi, J., & Yang, S. (2023). Supply chain partnership and innovation performance of manufacturing firms: Mediating effect of knowledge sharing and moderating effect of knowledge distance. Journal of Innovation & Knowledge, 8(4), 100431. https://doi.org/10.1016/j.jik.2023.100431
• Sharma, A., Adhikary, A., & Borah, S. B. (2020). Covid-19's impact on supply chain decisions: Strategic insights from NASDAQ 100 firms using Twitter data. Journal of Business Research, 117, 443-449. https://doi.org/10.1016/j.jbusres.2020.05.035
• Sharma, M., & Joshi, S. J. T. T. J. (2023). Digital supplier selection reinforcing supply chain quality management systems to enhance firm's performance. 35(1), 102-130. https://doi.org/10.1108/TQM-07-2020-0160
• Statista. (2023). Size of the logistics industry worldwide 2018-2028. https://www.statista.com/statistics/943517/logistics-industry-global-cagr/.
• Stern, R. N., Pfeffer, J., & Salancik, G. R. (1979). The External Control of Organizations: A Resource Dependence Perspective. Contemporary Sociology, 8, 612. https://doi.org/10.2307/2065200
• Stone, M. (1974). Cross-Validatory Choice and Assessment of Statistical Predictions. Journal of the Royal Statistical Society: Series B (Methodological), 36(2), 111-133. https://doi.org/10.1111/j.2517-6161.1974.tb00994.x
• Suhartini, Hudayati, A., Alsayegh, M. F., Rahman, R. A., & Kamarulzaman, R. (2020). The Corporateculture's moderating effect on the logistics service quality and market flexibility relationship of Indonesian manufacturing companies. Contemporary Economics, 14(4), 501-512. https://doi.org/10.5709/ce.1897-9254.422
• Sundram, V. P. K., Chandran, V., & Bhatti, M. A. (2016). Supply chain practices and performance: the indirect effects of supply chain integration. Benchmarking: An International Journal, 23(6), 1445-1471. https://doi.org/10.1108/BIJ-03-2015-0023
• Sung, H., & Kim, S. (2019). The effect of organizational culture on supply chain management in uncertain environments. Asia Pacific Journal of Marketing and Logistics. https://doi.org/10.1108/APJML-04-2018-0159
• Suradi, S., Mahrinasari MS, M., & Hasnawati, S. (2020). The mediating effect of strategic agility in the relationship of supply chain management activities and firm performance of the textile industry of Indonesia. International Journal of Supply Chain Management, 9(3), 649-656. http://repository.lppm.unila.ac.id/id/eprint/24461
• Truong, H. Q., Sameiro, M., Fernandes, A. C., Sampaio, P., Duong, B. A. T., Duong, H. H., & Vilhenac, E. (2017). Supply chain management practices and firms' operational performance. International Journal of Quality & Reliability Management. https://doi.org/10.1108/IJQRM-05-2015-0072
• Tu, M., Lim, M. K., & Yang, M.-F. (2018). IoT-based production logistics and supply chain system-Part 2: IoT-based cyber-physical system: A framework and evaluation. Industrial Management & Data Systems, 118(1), 96-125. https://doi.org/10.1108/IMDS-11-2016-0504
• Venâncio, A., Picoto, W., & Pinto, I. (2023). Time-to-unicorn and digital entrepreneurial ecosystems. Technological Forecasting and Social Change, 190, 122425. https://doi.org/10.1016/j.techfore.2023.122425
• Yeung, M. C., & Ennew, C. T. (2000). From customer satisfaction to profitability. Journal of strategic marketing, 8(4), 313-326. https://doi.org/10.1080/09652540010003663
• Yunus, E., & Tadisina, S. (2016). Drivers of supply chain integration and the role of organizational culture: Empirical evidence from Indonesia. Business Process Management Journal, 22. https://doi.org/10.1108/BPMJ-12-2014-0127
• Zailani, S., Subaramaniam, K., Iranmanesh, M., & Shaharudin, M. R. (2015). The Impact of supply chain security practices on security operational performance among logistics service providers in an emerging economy: Security culture as moderator. International Journal of Physical Distribution & Logistics Management, 45. https://doi.org/10.1108/IJPDLM-12-2013-0286
• Zinn, W., & Goldsby, T. J. (2017). In search of research ideas? Call a professional. Journal of Business Logistics, 38(1), 4-5. https://doi.org/10.1111/jbl.12160

Identyfikatory

DOI

10.5709/ce.1897-9254.525