Moderating effect of supply chain complexity in governance mechanisms and operational performance relationship: Evidence from a sub-Saharan African market

References

• Abdi, M., & Aulakh, P. S. (2012). Do country-level institutional frameworks and inter-firm governance arrangements substitute or complement in international business relationships? Journal of International Business Studies, 43(5), 477–497.
   Web of Science ®Google Scholar
• Acquaah, M. (2007). Managerial social capital, strategic orientation, and organizational performance in an emerging economy. Strategic Management Journal, 28, 1235–1255.
   Web of Science ®Google Scholar
• Adler, P. S. (2001). Market, hierarchy, and trust: The knowledge economy and the future of capitalism. Organization Science, 12(2), 215–234.
   Web of Science ®Google Scholar
• Adomako, S., Danso, A., & Ofori Damoah, J. (2016). The moderating influence of financial literacy on the relationship between access to finance and firm growth in Ghana. Venture Capital, 18(1), 43–61.
   Web of Science ®Google Scholar
• Adomako, S., Opoku, R. A., & Frimpong, K. (2018). Entrepreneurs’ improvisational behavior and new venture performance: Firm-level and institutional contingencies. Journal of Business Research, 83, 10–18.
   Web of Science ®Google Scholar
• African Development Bank Group. (2018). African economic outlook: Ghana. https://www.afdb.org/fileadmin/uploads/afdb/.../Generic.../Ghana_country_note.pdf
   Google Scholar
• African Development Bank Group. (2020). 2020 African economic outlook: Developing Africa’s workforce for the future. https://www.afdb.org/en/knowledge/publications/african-economic-outlook
   Google Scholar
• Aldrich, J. E. (1979). Organizations and environments. Englewood Cliffs, NJ: Prentice-Hall.
   Google Scholar
• Amankwah-Amoah, J., Debrah, Y. A., & Nuertey, D. (2018). Institutional legitimacy, cross-border trade and institutional voids: Insights from the cocoa industry in Ghana. Journal of Rural Studies, 58, 136–145.
   Web of Science ®Google Scholar
• Bagozzi, R. P., & Yi, Y. (2012). Specification, evaluation, and interpretation of structural equation models. Journal of the Academy of Marketing Science, 40(1), 8–34.
   Web of Science ®Google Scholar
• Banin, Y. A., Boso, N., Hultman, M., Souchon, A. L., Hughes, P., & Nemkova, E. (2016). Salesperson improvisation: Antecedents, performance outcomes, and boundary conditions. Industrial Marketing Management, 59, 120–130.
   Web of Science ®Google Scholar
• Baron, R. M., & Kenny, D. A. (1986). The moderator-mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations. Journal of Personality and Social Psychology, 51(6), 1173–1182.
   PubMed Web of Science ®Google Scholar
• Bode, C., & Wagner, S. M. (2015). Structural drivers of upstream supply chain complexity and the frequency of supply chain disruptions. Journal of Operations Management, 36, 215–228.
   Web of Science ®Google Scholar
• Boso, N., Cadogan, J. W., & Story, V. M. (2013). Entrepreneurial orientation and market orientation as drivers of product innovation success: A study of exporters from a developing economy. International Small Business Journal: Researching Entrepreneurship, 31(1), 57–81.
   Web of Science ®Google Scholar
• Boso, N., Donbesuur, F., Bendega, T., Annan, J., & Adeola, O. (2017). Does organizational creativity always drive market performance? Psychology & Marketing, 34(11), 1004–1015.
   Web of Science ®Google Scholar
• Bozarth, C. C., Warsing, D. P., Flynn, B. B., & Flynn, E. J. (2009). The impact of supply chain complexity on manufacturing plant performance. Journal of Operations Management, 27(1), 78–93.
   Web of Science ®Google Scholar
• Brinks, D., Leiras, M., & Mainwaring, S. (Eds.). (2014). Reflections on uneven democracies: The legacy of Guillermo O'Donnell. Baltimore, MD: John Hopkins University Press.
   Google Scholar
• Burkert, M., Ivens, B. S., & Shan, J. (2012). Governance mechanisms in domestic and international buyer–supplier relationships: An empirical study. Industrial Marketing Management, 41(3), 544–556.
   Web of Science ®Google Scholar
• Cai, S., Yang, Z., & Hu, Z. (2009). Exploring the governance mechanisms of quasi-integration in buyer-supplier relationships. Journal of Business Research, 62(6), 660–666.
   Web of Science ®Google Scholar
• Campbell, D. (1988). Task complexity: A review and analysis. The Academy of Management Review, 13(1), 40–52.
   Web of Science ®Google Scholar
• Cannon, J. P., Achrol, R. S., & Gundlach, G. T. (2000). Contracts, norms, and plural form governance. Journal of the Academy of Marketing Science, 28(2), 180–194.
   Web of Science ®Google Scholar
• Cao, M., & Zhang, Q. (2011). Supply chain collaboration: Impact on collaborative advantage and firm performance. Journal of Operations Management, 29(3), 163–180.
   Web of Science ®Google Scholar
• Cao, Z., & Lumineau, F. (2015). Revisiting the interplay between contractual and relational governance: A qualitative and meta-analytic investigation. Journal of Operations Management, 33–34, 15–42.
   Web of Science ®Google Scholar
• Carson, S. J., Madhok, A., & Wu, T. (2006). Uncertainty, opportunism, and governance: The effects of volatility and ambiguity on formal and relational contracting. Academy of Management Journal, 49(5), 1058–1077.
   Web of Science ®Google Scholar
• Cavusgil, S. T., Deligonul, S., & Zhang, C. (2004). Curbing foreign distributor opportunism: An examination of trust, contracts, and the legal environment in international channel relationships. Journal of International Marketing, 12(2), 7–27.
   Web of Science ®Google Scholar
• Child, J. (1972). Organizational structure, environment and performance: The role of strategic choice. Sociology, 6(1), 1–22.
   Google Scholar
• Choi, T. Y., & Krause, D. R. (2006). The supply base and its complexity: implications for transaction costs, risks, responsiveness, and innovation. Journal of Operations Management, 24(5), 637–652.
   Web of Science ®Google Scholar
• Chowdhury, M. M. H., Quaddus, M., & Agarwal, R. (2019). Supply chain resilience for performance: role of relational practices and network complexities. Supply Chain Management: An International Journal, 24(5), 659–676.
   Web of Science ®Google Scholar
• Christopher, M. (2012). Managing supply chain complexity: identifying the requisite skills. Supply Chain Forum: An International Journal, 13(2), 4–9.
   Google Scholar
• Claycomb, C., & Frankwick, G. L. (2010). Buyers’ perspectives of buyer–seller relationship development. Industrial Marketing Management, 39(2), 252–263.
   Web of Science ®Google Scholar
• Coase, R. H. (1937). The nature of the firm. Econometrica, 4(16), 386–405.
   Google Scholar
• Coltman, T., Bru, K., Perm-Ajchariyawong, N., Devinney, T. M., & Beniot, G. R. (2009). Supply chain contract evolution. European Management Journal, 27(6), 388–401.
   Web of Science ®Google Scholar
• Conner, K. R. (1991). A historical comparison of resource-based theory and five schools of thought within industrial organization economics: Do we have a new theory of the firm? Journal of Management, 17(1), 121–154.
   Web of Science ®Google Scholar
• Crocker, K. J., & Masten, S. E. (1991). Pretia ex machina? Prices and process in long-term contracts. The Journal of Law and Economics, 34(1), 69–99.
   Web of Science ®Google Scholar
• Dadzie, K. Q., Winston, E., & Hinson, R. (2015). Competing with marketing channels and logistics in Africa’s booming markets: An investigation of emerging supply chain management practices in Ghana. Journal of Marketing Channels, 22(2), 137–152.
   Web of Science ®Google Scholar
• Dyer, J. H., & Chu, W. (2003). The role of trustworthiness in reducing transaction costs and improving performance: Empirical evidence from the United States, Japan, and Korea. Organization Science, 14(1), 57–68.
   Web of Science ®Google Scholar
• Dyer, J. H., & Singh, H. (1998). The relational view: Cooperative strategy and sources of inter-organizational competitive advantage. Academy of Management Review, 23(4), 660–679.
   Web of Science ®Google Scholar
• El Baz, J., Laguir, I., & Stekelorum, R. (2019). Logistics and supply chain management research in Africa. The International Journal of Logistics Management, 30(1), 8–38.
   Web of Science ®Google Scholar
• Ferguson, R. J., Paulin, M., & Bergeron, J. (2005). Contractual governance, relational governance, and the performance of interfirm service exchanges: The influence of boundary-spanner closeness. Journal of the Academy of Marketing Science, 33(2), 217–234.
   Web of Science ®Google Scholar
• 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.
   Web of Science ®Google Scholar
• Ghana Statistical Service. (2016). Integrated business establishment survey: Regional spatial business report. http://www.statsghana.gov.gh/gssmain/fileUpload/pressrelease/REGIONAL%20SPATIAL%20BUSINESS%20REPORT.pdf
   Google Scholar
• Hair, J. F. J., Black, C. W., Babin, J. B., & Anderson, E. R. (2014). Multivariate data analysis. Edinburgh Gata, Harlow: Pearson Education.
   Google Scholar
• Haugland, S. A. (1999). Factors influencing the duration of international buyer–seller relationships. Journal of Business Research, 46(3), 273–280.
   Web of Science ®Google Scholar
• Hawkins, T. G., Wittmann, C. M., & Beyerlein, M. M. (2008). Antecedents and consequences of opportunism in buyer–supplier relations: Research synthesis and new frontiers. Industrial Marketing Management, 37(8), 895–909.
   Web of Science ®Google Scholar
• Hitt, M. A., Hoskisson, R. E., & Kim, H. (1997). International diversification: Effects on innovation and firm performance in product-diversified firms. Academy of Management Journal, 40(4), 767–798.
   Web of Science ®Google Scholar
• Hoetker, G., & Mellewigt, T. (2009). Choice and performance of governance mechanisms: matching alliance governance to asset type. Strategic Management Journal, 30(10), 1025–1044.
   Web of Science ®Google Scholar
• Homburg, C., Cannon, J. P., Krohmer, H., & Kiedaisch, I. (2009). Governance of international business relationships: A cross-cultural study on alternative governance modes. Journal of International Marketing, 17(3), 1–20.
   Web of Science ®Google Scholar
• Huang, M. C., Cheng, H. L., & Tseng, C. Y. (2014). Reexamining the direct and interactive effects of governance mechanisms upon buyer-supplier cooperative performance. Industrial Marketing Management, 43(4), 704–716.
   Web of Science ®Google Scholar
• Huber, T. L., Fischer, T. A., Dibbern, J., & Hirschheim, R. (2013). A process model of complementarity and substitution of contractual and relational governance in IS outsourcing. Journal of Management Information Systems, 30, 81–114.
   Web of Science ®Google Scholar
• Ivens, B. S., & Blois, K. J. (2004). Relational exchange norms in marketing: a critical review of Macneil’s contribution. Marketing Theory, 4(3), 239–263.
   Google Scholar
• Jacobs, M. A., & Swink, M. (2011). Product portfolio architectural complexity and operational performance: Incorporating the roles of learning and fixed assets. Journal of Operations Management, 29(7–8), 677–691.
   Web of Science ®Google Scholar
• Jayaraman, V., Narayanan, S., Luo, Y., & Swaminathan, J. M. (2013). Offshoring business process services and governance control mechanisms: An examination of service providers from India. Production and Operations Management, 22(2), 314–334.
   Web of Science ®Google Scholar
• John, G. (1984). An empirical investigation of some antecedents of opportunism in a marketing channel. Journal of Marketing Research, 21, 278–289.
   Web of Science ®Google Scholar
• Joshi, A. W., & Stump, R. L. (1999). The contingent effect of specific asset investments on joint action in manufacturer-supplier relationships: An empirical test of the moderating role of reciprocal asset investments, uncertainty, and trust. Journal of the Academy of Marketing Science, 27(3), 291–305.
   Web of Science ®Google Scholar
• Li, Y., Xie, E., Teo, H. H., & Peng, M. W. (2010). Formal control and social control in domestic and international buyer-supplier relationships. Journal of Operations Management, 28(4), 333–344.
   Web of Science ®Google Scholar
• Lindell, M. K., & Whitney, D. J. (2001). Accounting for common method variance in cross-sectional research designs. Journal of Applied Psychology, 86(1), 114–121.
   PubMed Web of Science ®Google Scholar
• Little, T. D., Bovaird, J. A., & Widaman, K. F. (2006). On the merits of orthogonalizing powered and product terms: Implications for modeling interactions among latent variables. Structural Equation Modeling: A Multidisciplinary Journal, 13(4), 497–519.
   Web of Science ®Google Scholar
• Liu, Y., Li, Y., & Zhang, L. (2010). Control mechanisms across a buyer–supplier relationship quality matrix. Journal of Business Research, 63(1), 3–12.
   Web of Science ®Google Scholar
• Lu, G., & Shang, G. (2017). Impact of supply base structural complexity on financial performance: Roles of visible and not-so-visible characteristics. Journal of Operations Management, 53–56, 23–44.
   Web of Science ®Google Scholar
• Lu, P., Guo, S., Qian, L., He, P., & Xu, X. (2015). The effectiveness of contractual and relational governances in construction projects in China. International Journal of Project Management, 33(1), 212–222.
   Web of Science ®Google Scholar
• Malhotra, N. K., Kim, S. S., & Patil, A. (2006). Common method variance in IS research: A comparison of alternative approaches and a reanalysis of past research. Management Science, 52(12), 1865–1883.
   Web of Science ®Google Scholar
• Manuj, I., & Sahin, F. (2011). A model of supply chain and supply chain decision-making complexity. International Journal of Physical Distribution & Logistics Management, 41(5), 511–549.
   Web of Science ®Google Scholar
• Martinez, J. I., & Jarillo, J. C. (1989). The evolution of research on coordination mechanisms in multinational corporations. Journal of International Business Studies, 20(3), 489–514.
   Web of Science ®Google Scholar
• Mazzocchi, F. (2008). Complexity in biology: Exceeding the limits of reductionism and determinism using complexity theory. EMBO Reports, 9(1), 10–14.
   PubMed Web of Science ®Google Scholar
• Narayanan, S., & Narasimhan, R. (2014). Governance choice, sourcing relationship characteristics, and relationship performance. Decision Sciences, 45(4), 717–751.
   Web of Science ®Google Scholar
• Noordewier, T. G., John, G., & Nevin, J. R. (1990). Performance outcomes of purchasing arrangements in industrial buyer-vendor relationships. Journal of Marketing, 54(4), 80–93.
   Web of Science ®Google Scholar
• Novak, S., & Eppinger, S. D. (2001). Sourcing by design: Product complexity and the supply chain. Management Science, 47(1), 189–204.
   Web of Science ®Google Scholar
• Olander, H., Hurmelinna-Laukkanen, P., Blomqvist, K., & Ritala, P. (2010). The dynamics of relational and contractual governance mechanisms in knowledge sharing of collaborative R&D projects. Knowledge and Process Management, 17(4), 188–204.
   Google Scholar
• Osmonbekov, T., Gregory, B., Chelariu, C., & Johnston, W. J. (2016). The impact of social and contractual enforcement on reseller performance: the mediating role of coordination and inequity during adoption of a new technology. Journal of Business & Industrial Marketing, 31(6), 808–818.
   Web of Science ®Google Scholar
• Panayides, P. M., & Lun, Y. V. (2009). The impact of trust on innovativeness and supply chain performance. International Journal of Production Economics, 122(1), 35–46.
   Web of Science ®Google Scholar
• Parente, R., Rong, K., Geleilate, J. M. G., & Misati, E. (2019). Adapting and sustaining operations in weak institutional environments: A business ecosystem assessment of a Chinese MNE in Central Africa. Journal of International Business Studies, 50(2), 275–291.
   Web of Science ®Google Scholar
• Penttinen, E., & Palmer, J. (2007). Improving firm positioning through enhanced offerings and buyer–seller relationships. Industrial Marketing Management, 36(5), 552–564.
   Web of Science ®Google Scholar
• Podsakoff, P. M., MacKenzie, S. B., Lee, J., & 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.
   PubMed Web of Science ®Google Scholar
• Poppo, L., & Zenger, T. (2002). Do formal contracts and relational governance function as substitutes or complements? Strategic Management Journal, 23(8), 707–725.
   Web of Science ®Google Scholar
• Poppo, L., Zhou, K. Z., & Li, J. J. (2016). When can you trust “trust”? Calculative trust, relational trust, and supplier performance. Strategic Management Journal, 37(4), 724–741.
   Web of Science ®Google Scholar
• Reuer, J. J., & Arino, A. (2007). Strategic alliance contracts: Dimensions and determinants of contractual complexity. Strategic Management Journal, 28(3), 313–330.
   Web of Science ®Google Scholar
• Rhee, J. H., Kim, J. W., & Lee, J. H. (2014). Interaction effects of formal and social controls on business-to-business performance. Journal of Business Research, 67(10), 2123–2131.
   Web of Science ®Google Scholar
• Rothaermel, F. T., Hitt, M. A., & Jobe, L. A. (2006). Balancing vertical integration and strategic outsourcing: Effects on product portfolio, product success, and firm performance. Strategic Management Journal, 27(11), 1033–1056.
   Web of Science ®Google Scholar
• Rousseau, D. M., Sitkin, S. B., Burt, R. S., & Camerer, C. (1998). Not so different after all: A cross-discipline view of trust. Academy of Management Review, 23(3), 393–404.
   Web of Science ®Google Scholar
• Rutenberg, D. P., & Shaftel, T. L. (1971). Product design: Subassemblies for multiple markets. Management Science, 18(4), B-220–B-231.
   Web of Science ®Google Scholar
• Ryall, M. D., & Sampson, R. C. (2009). Formal contracts in the presence of relational enforcement mechanisms: Evidence from technology development projects. Management Science, 55(6), 906–925.
   Web of Science ®Google Scholar
• Sanchez, R., & Mahoney, J. T. (1996). Modularity, flexibility, and knowledge management in product and organization design. Strategic Management Journal, 17(S2), 63–76.
   Web of Science ®Google Scholar
• Simon, H. A. (1982). Models of bounded rationality. vol. 2, Behavioral economics and business organization. Cambridge, MA: MIT Press.
   Google Scholar
• Slade Shantz, A. F., Kistruck, G. M., Pacheco, D. F., & Webb, J. W. (2020). How formal and informal hierarchies shape conflict within cooperatives: A field experiment in Ghana. Academy of Management Journal, 63(2), 503–529.
   Web of Science ®Google Scholar
• Tatikonda, M. V., & Stock, G. N. (2003). Product technology transfer in the upstream supply chain. The Journal of Product Innovation Management, 20(6), 444–467.
   Web of Science ®Google Scholar
• Thorgren, S., & Wincent, J. (2011). Interorganizational trust: Origins, dysfunctions and regulation of rigidities. British Journal of Management, 22(1), 21–41.
   Web of Science ®Google Scholar
• Uniform Commercial Code. (1978). American Law Institute and the National Conference of Commissioners on Uniform State Laws.
   Google Scholar
• Wacker, J. G., Yang, C., & Sheu, C. (2016). A transaction cost economics model for estimating performance effectiveness of relational and contractual governance: Theory and statistical results. International Journal of Operations & Production Management, 36(11), 1551–1575.
   Web of Science ®Google Scholar
• Wang, E. T., & Wei, H. L. (2007). Interorganizational governance value creation: coordinating for information visibility and flexibility in supply chains. Decision Sciences, 38(4), 647–674.
   Web of Science ®Google Scholar
• Wang, L., Yeung, J. H. Y., & Zhang, M. (2011). The impact of trust and contract on innovation performance: The moderating role of environmental uncertainty. International Journal of Production Economics, 134(1), 114–122.
   Web of Science ®Google Scholar
• Wathne, K. H., & Heide, J. B. (2000). Opportunism in inter-firm relationships: Forms, outcomes, and solutions. Journal of Marketing, 64(4), 36–51.
   Web of Science ®Google Scholar
• Whetten, D. A., & Aldrich, H. (1979). Organization setsize and diversity: People-processing organizations and their environments. Administration & Society, 11(3), 251–281.
   Web of Science ®Google Scholar
• Williamson, O. E. (1975). Markets and hierarchies: Analysis and antitrust implications. New York, NY: Free Press.
   Google Scholar
• Williamson, O. E. (1985). The economic institutions of capitalism: Firms, markets, relational contracting. New York, NY: The Free Press.
   Google Scholar
• Williamson, O. E. (1991). Comparative economic organization: The analysis of discrete structural alternatives. Administrative Science Quarterly, 36, 269–296.
   Web of Science ®Google Scholar
• World Bank. (2017). Annual report 2017, World Bank. http://pubdocs.worldbank.org/en/908481507403754670/Annual-Report-2017-WBG.pdf
   Google Scholar
• Zhang, J., & Keh, H. T. (2010). Inter-organizational exchanges in China: Organizational forms and governance mechanisms. Management and Organization Review, 6(1), 123–147.
   Web of Science ®Google Scholar