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The direct and indirect effects of internal enablers on internal integration and business performance

Abstract

The present paper aims to assess both the direct as well as the indirect effects of internal enablers on internal integration and business performance in the supply chain. A full managerial comprehension of the connection between supply chain integration (SCI) and business performance is missing so far and earlier results are inconclusive. To fill this gap, this study expands the growing body of research on SCI and contributes to the SCM field by explaining the direct and indirect effects of internal enablers on internal integration and business performance. Results show that hierarchical organizational culture influences internal integration and supply chain performance, that top management support and information technology department size influence internal integration, and, finally, that supply chain performance impacts operational performance. These findings confirm the relevance for firms to pay attention to those key internal enablers of internal integration, and their benefits on business performance. Considering our results, future research should deepen on the influence of internal integration on business performance by focusing on the links between internal integration and the other dimensions of SCI, that is supplier and customer integration, as well as with the external side of the supply chain performance.

Keyword : supply chain, supply chain internal integration, internal enablers, information technology department, top management support, hierarchical organizational culture, business performance

How to Cite
Ruzo-Sanmartín, E., Abousamra, A. A., Otero-Neira, C., & Svensson, G. (2023). The direct and indirect effects of internal enablers on internal integration and business performance. Journal of Business Economics and Management, 24(4), 633–652. https://doi.org/10.3846/jbem.2023.20115
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Oct 18, 2023
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References

Akkermans, H., & van Helden, K. (2002). Vicious and virtuous cycles in ERP implementation: A case study of interrelations between critical success factors. European Journal of Information Systems, 11(1), 35–46. https://doi.org/10.1057/palgrave.ejis.3000418

Alfalla-Luque, R., Marin-Garcia, J. A., & Medina-Lopez, C. (2015). An analysis of the direct and mediated effects of employee commitment and supply chain integration on organisational performance. International Journal of Production Economics, 162, 242–257. https://doi.org/10.1016/j.ijpe.2014.07.004

Anderson, J. C., & Gerbing, D. W. (1988). Structural equation modeling in practice: A review and recommended two-step approach. Psychological Bulletin, 103(3), 411–423. https://doi.org/10.1037/0033-2909.103.3.411

Armstrong, J. S., & Overton, T. S. (1977). Estimating nonresponse bias in mail surveys. Journal of Marketing Research, 14(3), 396–402. https://doi.org/10.1177/002224377701400320

Atadeniz, S. N., Acar, Y., & Sridharan, V. (2021). A review of supply chain integration constructs and a framework for future research. International Journal of Applied Decision Sciences, 14(2), 151–184. https://doi.org/10.1504/IJADS.2021.113527

Aunyawong, W., Wararatchai, P., & Hotrawaisaya, C. (2020). The influence of supply chain integration on supply chain performance of auto-parts manufacturers in Thailand: A mediation approach. International Journal of Supply Chain Management, 9(3), 578–590.

Bagozzi, R. P., & Yi, Y. (1988). On the evaluation of structural equation models. Journal of Academy of Marketing Science, 16, 74–94. https://doi.org/10.1007/BF02723327

Bollen, K. A. (1989). A new incremental fit index for general structural equation models. Sociological Methods & Research, 17(3), 303–316. https://doi.org/10.1177/0049124189017003004

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. https://doi.org/10.1002/hrm.20381

Bruque-Cámara, S., Moyano-Fuentes, J., & Maqueira-Marín, J. M. (2016). Supply chain integration through community cloud: Effects on operational performance. Journal of Purchasing and Supply Management, 22(2), 141–153. https://doi.org/10.1016/j.pursup.2016.04.003

Cameron, K. S., & Quinn, R. E. (2005). Diagnosing and changing organizational culture: Based on the competing values framework. John Wiley & Sons.

Cantor, D. E., Morrow, P. C., & Montabon, F. (2012). Engagement in environmental behaviors among supply chain management employees: An organizational support theoretical perspective. Journal of Supply Chain Management, 48(3), 33–51. https://doi.org/10.1111/j.1745-493X.2011.03257.x

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(1), 24–41. https://doi.org/10.1108/SCM-11-2013-0426

Chen, H., Daugherty, P. J., & Landry, T. D. (2009). Supply chain process integration: A theoretical framework. Journal of Business Logistics, 30(2), 27–46. https://doi.org/10.1002/j.2158-1592.2009.tb00110.x

Chen, P.-K., & Lu, Y. Y. (2020). Development of a revised taxonomic approach for improving supply chain integration and collaboration. Journal of Business Economics and Management, 21(4), 945–966. https://doi.org/10.3846/jbem.2020.12427

Di Vaio, A., & Varriale, L. (2020). Blockchain technology in supply chain management for sustainable performance: Evidence from the airport industry. International Journal of Information Management, 52, 102014. https://doi.org/10.1016/j.ijinfomgt.2019.09.010

Droge, C., Vickery, S. K., & Jacobs, M. A. (2012). Does supply chain integration mediate the relationships between product/process strategy and service performance? An empirical study. International Journal of Production Economics, 137(2), 250–262. https://doi.org/10.1016/j.ijpe.2012.02.005

Eisenberger, R., Huntington, R., Hutchison, S., & Sowa, D. (1986). Perceived organizational support. Journal of Applied Psychology, 71(3), 500–507. https://doi.org/10.1037/0021-9010.71.3.500

Flamholtz, E., & Kannan-Narasimhan, R. (2005). Differential impact of cultural elements on financial performance. European Management Journal, 23(1), 50–64. https://doi.org/10.1016/j.emj.2004.12.009

Flynn, B. B., Huo, B., & Zhao, X. (2010). The impact of supply chain integration on performance: A contingency and configuration approach. Journal of Operations Management, 28(1), 58–71. https://doi.org/10.1016/j.jom.2009.06.001

Fornell, C., & Larcker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of Marketing Research, 18(1), 39–50. https://doi.org/10.1177/002224378101800104

Frohlich, M. T., & Westbrook, R. (2001). Arcs of integration: An international study of supply chain strategies. Journal of Operations Management, 19(2), 185–200. https://doi.org/10.1016/S0272-6963(00)00055-3

Gerbing, D. W., & Anderson, J. C. (1988). An updated paradigm for scale development incorporating unidimensionality and its assessment. Journal of Marketing Research, 25(2), 186–192. https://doi.org/10.1177/002224378802500207

Germain, R., & Iyer, K. N. S. (2006). The interaction of internal and downstream integration and its association with performance. Journal of Business Logistics, 27(2), 29–52. https://doi.org/10.1002/j.2158-1592.2006.tb00216.x

Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2019). Multivariate data analysis (8 ed.). Cengage Learning, EMEA.

Hambrick, D. C. (2007). Upper echelons theory: an update. Academy of Management Review, 32, 334–343. https://doi.org/10.5465/amr.2007.24345254

Hou, C.-K. (2020). The effects of IT infrastructure integration and flexibility on supply chain capabilities and organizational performance: An empirical study of the electronics industry in Taiwan. Information Development, 36(4), 576–602. https://doi.org/10.1177/0266666919884352

Hu, L., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling: A Multidisciplinary Journal, 6(1), 1–55. https://doi.org/10.1080/10705519909540118

Huber, G. P., & Power, D. J. (1985). Retrospective reports of strategic-level managers: Guidelines for increasing their accuracy. Strategic Management Journal, 6(2), 171–180. https://doi.org/10.1002/smj.4250060206

Huo, B. (2012). The impact of supply chain integration on company performance: An organizational capability perspective. Supply Chain Management: An International Journal, 17(6), 596–610. https://doi.org/10.1108/13598541211269210

Huo, B., Qi, Y., Wang, Z., & Zhao, X. (2014). The impact of supply chain integration on firm performance: The moderating role of competitive strategy. Supply Chain Management: An International Journal, 19(4), 369–384. https://doi.org/10.1108/SCM-03-2013-0096

Jajja, M. S. S., Chatha, K. A., & Farooq, S. (2018). Impact of supply chain risk on agility performance: Mediating role of supply chain integration. International Journal of Production Economics, 205, 118–138. https://doi.org/10.1016/j.ijpe.2018.08.032

Jayaram, J., & Tan, K.-C. (2010). Supply chain integration with third-party logistics providers. International Journal of Production Economics, 125(2), 262–271. https://doi.org/10.1016/j.ijpe.2010.02.014

Jones, O. W., Devins, D., & Barnes, G. (2023). Developing SME performance management practices: Interventions for improving productivity. International Journal of Productivity and Performance Management. https://doi.org/10.1108/IJPPM-03-2022-0157

Kache, F., & Seuring, S. (2014). Linking collaboration and integration to risk and performance in supply chains via a review of literature reviews. Supply Chain Management: An International Journal, 19(5/6), 664–682. https://doi.org/10.1108/SCM-12-2013-0478

Ke, W., & Wei, K. K. (2008). Organizational culture and leadership in ERP implementation. Decision Support Systems, 45(2), 208–218. https://doi.org/10.1016/j.dss.2007.02.002

Kim, H. J. (2017). Information technology and firm performance: The role of supply chain integration. Operations Management Research, 10(1–2), 1–9. https://doi.org/10.1007/s12063-016-0122-z

Knemeyer, A. M., & Fawcett, S. E. (2015). Supply chain design and integration: Why complex collaborative systems are easy to talk about but hard to do. Journal of Business Logistics, 3(36), 301–302. https://doi.org/10.1111/jbl.12093

Lambert, D. M., & Cooper, M. C. (2000). Issues in supply chain management. Industrial Marketing Management, 29(1), 65–83. https://doi.org/10.1016/S0019-8501(99)00113-3

Lee, J.-C., Shiue, Y.-C., & Chen, C.-Y. (2016). Examining the impacts of organizational culture and top management support of knowledge sharing on the success of software process improvement. Computers in Human Behavior, 54, 462–474. https://doi.org/10.1016/j.chb.2015.08.030

Leuschner, R., Rogers, D. S., & Charvet, F. F. (2013). A meta-analysis of supply chain integration and firm performance. Journal of Supply Chain Management, 49(2), 34–57. https://doi.org/10.1111/jscm.12013

Liu, A., Liu, H., & Gu, J. (2021). Linking business model design and operational performance: The mediating role of supply chain integration. Industrial Marketing Management, 96, 60–70. https://doi.org/10.1016/j.indmarman.2021.04.009

Liu, H., Ke, W., Wei, K. K., Gu, J., & Chen, H. (2010). The role of institutional pressures and organizational culture in the firm’s intention to adopt internet-enabled supply chain management systems. Journal of Operations Management, 28(5), 372–384. https://doi.org/10.1016/j.jom.2009.11.010

Loury-Okoumba, W. V, & Mafini, C. (2021). Supply chain management antecedents of performance in small to medium scale enterprises. South African Journal of Economic and Management Sciences, 24(1), 1–13. https://doi.org/10.4102/sajems.v24i1.3661

McDermott, C. M., & Stock, G. N. (1999). Organizational culture and advanced manufacturing technology implementation. Journal of Operations Management, 17(5), 521–533. https://doi.org/10.1016/S0272-6963(99)00008-X

Morgan, N. A., Kaleka, A., & Katsikeas, C. S. (2004). Antecedents of export venture performance: a theoretical model and empirical assessment. Journal of Marketing, 68(1), 90–108. https://doi.org/10.1509/jmkg.68.1.90.24028

Naor, M., Goldstein, S. M., Linderman, K. W., & Schroeder, R. G. (2008). The role of culture as driver of quality management and performance: Infrastructure versus core quality practices. Decision Sciences, 39(4), 671–702. https://doi.org/10.1111/j.1540-5915.2008.00208.x

Narasimhan, R., & Kim, S. W. (2002). Effect of supply chain integration on the relationship between diversification and performance: Evidence from Japanese and Korean firms. Journal of Operations Management, 20(3), 303–323. https://doi.org/10.1016/S0272-6963(02)00008-6

Nasir, A. M., Ahmed, A., & Barkat, W. (2017). Operational performance and financial performance of Malaysia Airlines. Paradigms: A Research Journal of Commerce, Economics, and Social Sciences, 11(1), 34–40. https://doi.org/10.24312/paradigms110106

Nayal, K., Kumar, S., Raut, R. D., Queiroz, M. M., Priyadarshinee, P., & Narkhede, B. E. (2022). Supply chain firm performance in circular economy and digital era to achieve sustainable development goals. Business Strategy and the Environment, 31(3), 1058–1073. https://doi.org/10.1002/bse.2935

Nunnally, J. (1978). Psychometric methods. McGraw-Hill.

Oubrahim, I., Sefiani, N., & Happonen, A. (2023). The influence of digital transformation and supply chain integration on overall sustainable supply chain performance: An empirical analysis from manufacturing companies in Morocco. Energies, 16(2), 1004. https://doi.org/10.3390/en16021004

Oubrahim, I., Sefiani, N., Happonen, A., & Savastano, M. (2022). Sustainable supply chain performance evaluation: An empirical study using Best Worst Method. 2022 In International Interdisciplinary Humanitarian Conference for Sustainability (IIHC), (pp. 1184–1190). https://doi.org/10.1109/IIHC55949.2022.10059815

Pagell, M. (2004). Understanding the factors that enable and inhibit the integration of operations, purchasing and logistics. Journal of Operations Management, 22(5), 459–487. https://doi.org/10.1016/j.jom.2004.05.008

Piprani, A. Z., Mohezar, S., & Jaafar, N. I. (2020). Supply chain integration and supply chain performance: The mediating role of supply chain resilience. International Journal of Supply Chain Management, 9, 58–73.

Podsakoff, P. M., MacKenzie, S. B., Lee, J.-Y., & Podsakoff, N. P. (2003). Common method biases in behavioral research: A critical review of the literature and recommended remedies. Journal of Applied Psychology, 88(5), 879–903. https://doi.org/10.1037/0021-9010.88.5.879

Pratt, J. A., Chen, L., Kishel, H. F., & Nahm, A. Y. (2022). Information systems and operations/supply chain management: A systematic literature review. Journal of Computer Information Systems, 63(2), 334–350. https://doi.org/10.1080/08874417.2022.2065649

Qrunfleh, S., & Tarafdar, M. (2014). Supply chain information systems strategy: Impacts on supply chain performance and firm performance. International Journal of Production Economics, 147, 340–350. https://doi.org/10.1016/j.ijpe.2012.09.018

Ruzo-Sanmartín, E., Abousamra, A. A., Otero-Neira, C., & Svensson, G. (2023a). The role of supply chain integration between integrated information technology and financial performance – a disaggregated framework and findings. The International Journal of Logistics Management. https://doi.org/10.1108/IJLM-02-2022-0040

Ruzo-Sanmartín, E., Abousamra, A. A., Otero-Neira, C., & Svensson, G. (2023b). 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

Sacristán-Díaz, M., Garrido-Vega, P., & Moyano-Fuentes, J. (2018). Mediating and non-linear relationships among supply chain integration dimensions. International Journal of Physical Distribution & Logistics Management, 48(7), 698–723. https://doi.org/10.1108/IJPDLM-06-2017-0213

Stank, T. P., Keller, S. B., & Closs, D. J. (2001). Performance benefits of supply chain logistical integration. Transportation Journal, 41(2/3), 32–46. http://www.jstor.org/stable/20713491

Swink, M., Narasimhan, R., & Wang, C. (2007). Managing beyond the factory walls: Effects of four types of strategic integration on manufacturing plant performance. Journal of Operations Management, 25(1), 148–164. https://doi.org/10.1016/j.jom.2006.02.006

Szymczak, M., Ryciuk, U., Leończuk, D., Piotrowicz, W., Witkowski, K., Nazarko, J., & Jakuszewicz, J. (2018). Key factors for information integration in the supply chain–measurement, technology and information characteristics. Journal of Business Economics and Management, 19(5), 759–776. https://doi.org/10.3846/jbem.2018.6359

Tiwari, S. (2021). Supply chain integration and Industry 4.0: A systematic literature review. Benchmarking: An International Journal, 28(3), 990–1030. https://doi.org/10.1108/BIJ-08-2020-0428

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, 34(2), 176–193. https://doi.org/10.1108/IJQRM-05-2015-0072

Turkulainen, V., Kauppi, K., & Nermes, E. (2017). Institutional explanations: Missing link in operations management? Insights on supplier integration. International Journal of Operations & Production Management, 37(8), 1117–1140. https://doi.org/https://doi.org/10.1108/IJOPM-10-2015-0608

Vandenberg, R. J., & Lance, C. E. (2000). A review and synthesis of the measurement invariance literature: Suggestions, practices, and recommendations for organizational research. Organizational Research Methods, 3(1), 4–70. https://doi.org/10.1177/109442810031002

Weiss, A. M., & Heide, J. B. (1993). The nature of organizational search in high technology markets. Journal of Marketing Research, 30(2), 220–233. https://doi.org/10.1177/002224379303000207

Wiengarten, F., Li, H., Singh, P. J., & Fynes, B. (2019). Re-evaluating supply chain integration and firm performance: Linking operations strategy to supply chain strategy. Supply Chain Management: An International Journal, 24(4), 540–559. https://doi.org/10.1108/SCM-05-2018-0189

Yeh, T.-M., Pai, F.-Y., & Wu, L.-C. (2020). Relationship stability and supply chain performance for SMEs: From Internal, supplier, and customer integration perspectives. Mathematics, 8(11), 1902. https://doi.org/10.3390/math8111902

Yu, Y., Huo, B., & Zhang, Z. J. (2021). Impact of information technology on supply chain integration and company performance: Evidence from cross-border e-commerce companies in China. Journal of Enterprise Information Management, 24(1), 460–489. https://doi.org/10.1108/JEIM-03-2020-0101

Zhao, G., Feng, T., & Wang, D. (2015). Is more supply chain integration always beneficial to financial performance? Industrial Marketing Management, 45, 162–172. https://doi.org/10.1016/j.indmarman.2015.02.015

Zhao, X., Wang, P., & Pal, R. (2021). The effects of agro-food supply chain integration on product quality and financial performance: Evidence from Chinese agro-food processing business. International Journal of Production Economics, 231, 107832. https://doi.org/10.1016/j.ijpe.2020.107832