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Analyzing the impact on logistics outsourcing success for Ugandan food processing firms through third-party logistics service providers' capabilities

제3자 물류 서비스공급자의 역량을 통한 우간다 식품 가공업체의 물류 아웃소싱 성공에 대한 영향 분석

  • Received : 2022.11.29
  • Accepted : 2022.12.27
  • Published : 2022.12.31

Abstract

Due to the recent and rapid globalization, logistics outsourcing has expanded globally and is seen as a means of creating a robust logistics system. However, many businesses continue to have difficulties with their logistics outsourcing contracts, which compels them to reinstate the logistics function for internal management. This study aims to investigate how organizational capabilities of logistics service providers (LSPs), notably flexibility, integration, innovation, and technological capabilities, impact on the logistics outsourcing success in Ugandan food processing firms. Using a structured questionnaire survey, cross-sectional data collected from 211 food processing firms in Kampala - Uganda were analyzed by partial least squares-structural equation modeling (PLS-SEM) using SmartPLS 3.3.7 software to examine the theorized relationships. The study findings revealed that whereas the technological and innovation capabilities positively and significantly influence logistics outsourcing success, the effects of flexibility and integration capabilities were insignificant. Additionally, the importance-performance map analysis (IPMA) reveals that the technological capability is a priority capability, followed by the innovation capability if logistics outsourcing success is to be achieved. Conversely, flexibility and integration capabilities are of low priority.

최근 급속한 세계화로 인해 물류 아웃소싱이 전 세계적으로 확대되고 있으며, 이것은 견고한 물류시스템을 구축하는 수단으로 간주되고 있다. 그러나 많은 기업이 물류 아웃소싱 계약에 어려움을 겪고 있어 기업의 내부 관리를 위해 물류 기능을 회복해야 하는 어려움이 계속되고 있다. 본 연구는 유연성, 통합, 혁신 및 기술 역량과 같은 물류 서비스 제공자(LSP)의 조직 역량이 우간다 식품 가공 회사의 물류 아웃소싱 성공에 어떤 영향을 미치는지 평가하는 것을 목표로 한다. 구조화된 설문조사를 이용하여 우간다 캄팔라에 있는 211개 식품 가공 회사에서 수집한 횡단면 데이터를 SmartPLS 3.3.7 소프트웨어를 통한 PLS-SEM(부분 최소제곱-구조방정식 모형화)으로 분석하여 이론적 관계를 검토하였다. 연구 결과에 따르면 기술 및 혁신 역량은 물류 아웃소싱 성공에 긍정적이고 상당한 영향을 미치지만, 유연성 및 통합 역량의 효과는 미미한 것으로 나타났다. 또한 중요도성과분석(IPMA) 결과 물류 아웃소싱 성공을 위해서는 기술 역량이 우선순위가 가장 높고 그다음이 혁신 역량인 것으로 나타났다. 그러나 유연성과 통합 역량은 우선순위가 낮았다.

Keywords

Acknowledgement

이 논문은 해양수산부 제4차 해운항만물류 전문인력양성사업의 지원을 받아 수행된 연구임.

References

  1. Afuah, A. (2002). Mapping technological capabilities into product markets and competitive advantage: the case of cholesterol drugs. Strategic Management Journal, 23(2), 171-179.
  2. Ayoub, H.F., Abdallah, A.B., Suifan, T.S. (2017). The effect of supply chain integration on technical innovation in Jordan: The mediating role of knowledge management. Benchmarking: An International Journal, 24(3), 594-616. https://doi.org/10.1108/BIJ-06-2016-0088
  3. Aziz, Z.A., Razak, R.C., Yaacob, M.R., & Rahim, R.C. (2015). Logistics resources as a source of competitive advantage for logistics service providers, Journal of Scientific Research and Development, 2(10), 105-111.
  4. Barney, J. (1991). Firm resources and sustained competitive advantage. Journal of Management, 17(1), 99-120. https://doi.org/10.1177/014920639101700108
  5. Barney, J., Wright, M., & Ketchen, J.D.J. (2001). The resource-based view of the firm: Ten years after 1991. Journal of Management, 27(6), 625-641. https://doi.org/10.1177/014920630102700601
  6. Bharadwaj, A.S. (2000). A resource-based perspective on information technology capability and firm performance: An empirical investment. MIS Quarterly, 24(1), 169-196.
  7. Chin, W.W. (1998). The partial least squares approach to structural equation modeling. In G.A. Marcoulides (Eds.), Modern Methods for Business Research (pp. 295-358). Mahwah, New Jersey: Lawrence Erlbaum Associates.
  8. Chin, W. W., Cheah, J.-H., Liu, Y., Ting, H., Lim, X.-J., & Cham, T. H. (2020). Demystifying the role of causal-predictive modeling using partial least squares structural equation modeling in information systems research. Industrial Management & Data Systems, 120(12), 2161-2209. https://doi.org/10.1108/IMDS-10-2019-0529
  9. Cichosz, M., Goldsby, T.J., Knemeyer, A.M., & Taylor, D.F. (2017). Innovation in logistics outsourcing relationship - In the search of customer satisfaction. LogForum, 13(2), 209-219.
  10. Cohen, J. (Ed.). (1988). Statistical power analysis for the behavioral sciences (2nd ed.). Hillsdale, New Jersey: Lawrence Erlbaum Associates.
  11. Dang, D.D., Ha, D.L., Tuan, V.B., Nguyen, V.T., Nguyen, T.L.H., Dang, T.H., & Le, T.T.H. (2021). Factors affecting logistics capabilities for logistics service providers: A case study in Vietnam. Journal of Asian Finance, Economics and Business, 8(5), 81-89.
  12. Das, T.K., & Teng, B-S. (2000). Instabilities of strategic alliances: An internal tensions perspective. Organization Science, 11(1), 77-101. https://doi.org/10.1287/orsc.11.1.77.12570
  13. Daugherty, P.J., Chen, H., & Ferrin, B.G. (2011). Organizational structure and logistics service innovation. The International Journal of Logistics Management, 22(1), 26-51.
  14. Daugherty, P.J., Chen, H., Mattioda, D.D., & Grawe, S.J. (2009). Marketing/Logistics relationships: Influence on capabilities and performance. Journal of Business Logistics, 30(1), 1-18.
  15. Devaraj, S., Krajewski, L., & Wei, J.C. (2007). Impact of e-business technologies on operational performance: the role of production information in the supply chain. Journal of Operations Management, 25(6), 1199-1216.
  16. El Meladi, Y. (2016). The antecedents and the consequent effect of logistics outsourcing performance on the buyer logistics performance. Doctoral Thesis. Molde: Molde University College.
  17. El Meladi, Y., Glavee-Geo, R., & Buvik, A. (2017). Textile and clothing exporting firms' evaluation of LSPs' capabilities and logistics outsourcing performance. In L. Saglietto & C. Cezanne (Eds.), Global intermediation and logistics service providers (185-207). Hershey, United States of America: IGI Global
  18. El Meladi, Y., Glavee-Geo, R., & Buvik, A. (2018). Understanding how opportunism and resource capability affect performance in exporter-LSP outsourcing relationships. Logistique & Management, 26(4), 229-246. https://doi.org/10.1080/12507970.2018.1526655
  19. Ellouze, H.T., & Chaabouni, J. (2019). The effect of client firm's capability on is outsourcing success in Tunisia: The mediating role of relationship quality. International Journal of Business and Economics Research, 8(4), 170-179. https://doi.org/10.11648/j.ijber.20190804.12
  20. Fawcett, S.E., Calantone, R.J., & Smith, S.R. (1996). An investigation of the impact of flexibility on global reach and firm performance. Journal of Business Logistics, 17(2), 167-96.
  21. Flint, D.J., Larson, E., Gammelgaard, B., & Mentzer, J.T. (2005). Logistics innovation: A customer value-oriented social process. Journal of Business Logistics, 26(1), 113-147. https://doi.org/10.1002/j.2158-1592.2005.tb00196.x
  22. 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
  23. Fowler, M., & Rauschendorfer, J. (2019). Agro-industrialisation in Uganda: Current status, future prospects and possible solutions to pressing challenges. International Growth Centre. https://www.theigc.org/wp-content/uploads/2019/11/Fowler-and-Rauschendorfer-2019-Working-paper-v2.pdf
  24. Gilley, K.M., & Rasheed, A. (2000). Making more by doing less: An analysis of outsourcing and its effects on firm performance. Journal of Management, 26(4), 763-790.
  25. Goo, J., Huang, C.D., & Hart, P. (2008). A path to successful it outsourcing: Interaction between service-level agreements and commitment. Decision Sciences, 39(3), 469-506. https://doi.org/10.1111/j.1540-5915.2008.00200.x
  26. Gecse, G.(2012), Logistics practice of small and medium sized enterprises, Corvinus University of Budapest, Doctorial Dissertation. 
  27. Gerwin, D.(1993), Manufacturing flexibility: A strategic perspective, Management Science, 39(4), 395-410. https://doi.org/10.1287/mnsc.39.4.395
  28. Grover, V., Cheon, M.J., & Teng, J.T.C. (1996). The effect of service quality and partnership on the outsourcing of information systems functions. Journal of Management Information Systems, 12(4), 89-116. https://doi.org/10.1080/07421222.1996.11518102
  29. Gupta, Y. P. & Somers, T. M.(1996). Business strategy, manufacturing flexibility, and organizational performance relationships: A path analysis approach. Production and Operations Management, 5(3), 203-233.
  30. Hair, J.F., Hult, G.T.M., Ringle, C. M., & Sarstedt, M.(2014). A primer on partial least structural equation modeling (PLS-SEM) (1st ed.). London, United Kingdom: Sage Publishing Inc.
  31. Hair, J.F., Hult, G.T.M., Ringle, C.M., & Sarstedt, M.(2017). A primer on partial least squares structural equation modelling (PLS-SEM) (2nd ed.). London, United Kingdom: Sage Publishing Inc.
  32. Hair, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2022). A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM). 3nd ed., Thousand Oaks, CA: Sage.
  33. Han, H-S., Lee, J-N., & Seo, Y-W. (2008). Analyzing the impact of a firm's capability on outsourcing success: A process perspective. Information & Management, 45(1), 31-42. https://doi.org/10.1016/j.im.2007.09.004
  34. Han, H-S., Lee, J-N., Chun, J.U., Seo, Y-W. (2013). Complementarity between client and vendor IT capabilities: An empirical investigation in IT outsourcing projects. Decision Support Systems, 55(3), 777-791. https://doi.org/10.1016/j.dss.2013.03.003
  35. Hinton, P., McMurray, I., Brownlow, C., & Cozens, B. (Ed.). (2004). SPSS Explained (1st ed.). London, United Kingdom: Routledge.
  36. Hsiao, H.I., van der Vorst, J.G.A.J., Kemp, R.G.M., & Omta, S.W.F. (2010). Developing a decision-making framework for levels of logistics outsourcing in food supply chain networks. International Journal of Physical Distribution & Logistics Management, 40(5), 395-414. https://doi.org/10.1108/09600031011052840
  37. Huang, C-J., & Huang, K-P. (2012). The logistics capabilities scale for logistics service providers. Journal of Information and Optimization Sciences, 33(1), 135-148. https://doi.org/10.1080/02522667.2012.10700139
  38. Karia, N., & Wong, C.Y. (2013). The impact of logistics resources on the performance of Malaysian logistics service providers. Production Planning & Control: The Management of Operations, 24(7), 589-606. https://doi.org/10.1080/09537287.2012.659871
  39. Kline, R.B.(2016). Principles and practice of structural equation modeling (4th ed.). New York, United States of America: The Guilford Press.
  40. Knemeyer, A.M., & Murphy, P.R. (2004). Evaluating the performance of third-party logistics arrangements: a relationship marketing perspective. The Journal of Supply Chain Management: A Global Review of Purchasing and Supply, 40(4), 35-51. https://doi.org/10.1111/j.1745-493X.2004.tb00254.x
  41. Krejcie, R.V., & Morgan, D.W. (1970). Determining sample size for research activities. Educational and Psychological Measurement, 30(3), 607-610. https://doi.org/10.1177/001316447003000308
  42. Krizman, A. (2009). Involvement, Knowledge sharing and proactive improvement as antecedents of logistics outsourcing performance. Economic And Business Review, 11(3), 233-256.
  43. Langley, J. C. (2017). 2018 third-party logistics study: the state of logistics outsourcing. Date of access: 14/12/2021. https://mymaritimeblog.files.wordpress.com/2017/10/3pl_2018_study/
  44. Lee, H-Y., Seo, Y-J., & Dinwoodie, J. (2016). Supply chain integration and logistics performance: The role of supply chain dynamism. The International Journal of Logistics Management, 27(3), 668-685.
  45. Lee, J-N. (2001). The impact of knowledge sharing, organizational capability and partnership quality on IS outsourcing success. Information & Management, 38(5), 323-335.
  46. Lee, J-N., & Kim, Y-G. (2003). Exploring a causal model for the understanding of outsourcing partnership. Proceedings of the 36th Annual Hawaii International Conference on System Sciences, USA, 1-10. http://doi.10.1109/HICSS.2003.1174790.
  47. Liu, C., Huo, B., Liu, S., & Zhao, X. (2015). Effect of information sharing and process coordination on logistics outsourcing. Industrial Management & Data Systems, 115(1), 41-63. https://doi.org/10.1108/IMDS-08-2014-0233
  48. Liu, Z., & Jayaraman, V. (2019). Exploring the effect of internal and external integration on the performance of professional service outsourcing. Journal of Global Operations and Strategic Sourcing, 12(3), 410-428. https://doi.org/10.1108/JGOSS-01-2019-0001
  49. Lusch, R.F., & Brown, J.R. (1996). Interdependency, contracting, and relational behavior in marketing channels. Journal of Marketing, 60(4), 19-38. https://doi.org/10.1177/002224299606000404
  50. Lyu, G., Chen, L., & Huo, B. (2019). Logistics resources, capabilities and operational performance: A contingency and configuration approach. Industrial Management & Data Systems, 119(2), 230-250. https://doi.org/10.1108/IMDS-01-2018-0024
  51. Mageto, J., Prinsloo., & Luke, R. (2018). Logistics outsourcing and performance of manufacturing small and medium-sized enterprises in Nairobi. The Southern African Journal of Entrepreneurship and Small Business Management, 10(1), 1-11.
  52. Martilla, J.A., & James, J.C. (1977). Importance-performance analysis. The Journal of Marketing, 41(1), 77-79. https://doi.org/10.1177/002224297704100112
  53. Matanda, M.J., Ndubisi, N.O., & Jie, F. (2014). Effects of relational capabilities and power asymmetry on innovativeness and flexibility of Sub-Sahara Africa small exporting firms. Journal of Small Business Management, 51(1), 1-21.
  54. Mentzer, J.T., Min, S., & Bobbitt, L.M. (2004). Toward a unified theory of logistics. International Journal of Physical Distribution & Logistics Management, 34(8), 606-627. https://doi.org/10.1108/09600030410557758
  55. Moorees, T.T., & Chang, J.C-J. (2006). Ethical decision making in software piracy: Initial development and test of a four-component model. MIS Quarterly, 30(1), 167-180.
  56. Muntaka, A.S., Haruna. A., & Mensah, H.K. (2017). Supply chain integration and flexibility and its impact on business performance. International Journal of Business and Management, 12(4), 130-143.
  57. Narayanan, S., Jayaraman, V., Luo, Y., & Swaminathan, J.M. (2011). The antecedents of business process integration in business process outsourcing and its effect on firm performance. Journal of Operations Management, 29(1-2), 3-16. https://doi.org/10.1016/j.jom.2010.05.001
  58. Nunnally, J.C. (1967). Psychometric theory. New York, United States of America: McGraw-Hill.
  59. Panayides, P. (2006). Enhancing innovation capability through relationship management and implications for performance. European Journal of Innovation Management, 9(4), 466-483. https://doi.org/10.1108/14601060610707876
  60. Penrose, E.T. (1959). The Theory of the Growth of the Firm. New York, United State of America: John Wiley.
  61. Popoli, P. (2017). Conceptualizing relational resources as critical factor for IT outsourcing success. International Journal of Business and Management, 12(10), 1-15.
  62. Rajesh, R., Pugazhendhi, S., Muralidharan, C., & Sathiamoorthy, R. (2011). Influence of 3PL service offerings on client performance in India. Transportation Research Part E, 47(2), 149-165. https://doi.org/10.1016/j.tre.2010.09.008
  63. Ringle, C.M. & Sarstedt, M. (2016). Gain more insight from your pls-SEM results: The importance-performance map analysis. Industrial Management & Data Systems, 119(9), 1865-1889. https://doi.org/10.1108/IMDS-10-2015-0449
  64. Ringle, C.M., Wende, S., & Becker, J.M. (2015). SmartPLS 3. Boenningstedt: SmartPLS GmbH.
  65. Ringle, C. M., Wende, S., and Becker, J.-M. (2022), SmartPLS 4, Oststeinbek: SmartPLS, GmbH, http://www.smartpls.com.
  66. Rua, O.L., & Franca, A. (2017). The linkage between intangible resources and export performance: the mediating effect of innovation. International Journal of Innovation, 5(3), 399-410.
  67. Schwarz, C. (2014). Toward an understanding of the nature and conceptualization of outsourcing success. Journal of Information & Management, 51(1), 152-164. https://doi.org/10.1016/j.im.2013.11.005
  68. Sheel, A., Singh, Y.P., & Nath, V. (2019). Antecedents of logistics integration and firm performance for downstream petroleum supply chain. International Journal of Value Chain Management, 10(2), 141-161.
  69. Shmueli, G., Ray, S., Velasquez Estrada, J. M., & Chatla, S. B. (2016). The elephant in the room: Evaluting the predictive performance of PLS models. Journal of Business Research, 69(10), 4552-4564. https://doi.org/10.1016/j.jbusres.2016.03.049
  70. Sinkovics, R.R., & Roath, A.S. (2008). Strategic orientation, capabilities, and performance in manufacturer - 3PL relationships. Journal of Business Logistics, 25(2), 43-64. https://doi.org/10.1002/j.2158-1592.2004.tb00181.x
  71. Song, X-F., Du, R., & Ai, S-Z. (2011). Relationship quality, knowledge sharing and outsourcing performance in information technology outsourcing. Proceedings of the International Conference on Management and Service Science, China, 1-4. doi: 10.1109/ICMSS.2011.5998894.
  72. Strandhagen, J.O., Vallandingham, L.R., Fragapane, G., Strandhagen, J.W., Stangeland, A.B.H., & Sharma, N. (2017). Logistics 4.0 and emerging sustainable business models, Advances in Manufacturing, 5(4), 359-369. https://doi.org/10.1007/s40436-017-0198-1
  73. Uganda Bureau of Statistics(2011). Report on the census of business establishments. https://www.ubos.org/wp-content/uploads/publications/03_20182010_COBEReport.pdf/
  74. Uganda Bureau of Statistics(2019). Statistical Abstract. http://library.health.go.ug/sites/default/files/resources/BOS%20Statistical%20Abstract%202019.pdf
  75. Wang, M-M., & Wang, J-J. (2019). How vendor capabilities impact IT outsourcing performance: An investigation of moderated mediation mode. Journal of Enterprise Information Management, 32(2), 325-344. https://doi.org/10.1108/JEIM-07-2018-0167
  76. Wesana, J., Gellynck, X., Dora, M. K., Peace, D. & Steur, H.D. (2019). Measuring food and nutritional losses through value stream mapping along the dairy value chain in Uganda. Journal of Resources, Conservation and Recycling, 150(2019), 1-13.
  77. Yang, C-C., Marlow, P.B., & Lu, C-S. (2009). Assessing resources, logistics service capabilities, innovation capabilities and the performance of container shipping services in Taiwan. International Journal Production Economics, 122(1), 4-20. https://doi.org/10.1016/j.ijpe.2009.03.016
  78. Yang, Q., Zhao, X., Yeung, H.Y., Liu, Y. (2016). Improving logistic outsourcing performance through transactional and relational mechanisms under transaction uncertainties: Evidence from China. International Journal of Production Economics, 175(C), 12-23. https://doi.org/10.1016/j.ijpe.2016.01.022
  79. Yozgat, U., Demirba?, O., & ?ahin, S. (2013). The impact of knowledge sharing and partnership quality on outsourcing success, 50-54. http://www.ipedr.com/vol63/010-ICMAI2013-M10015.pdf
  80. Yuan, Y., Chu, Z., Lai, F., & Wu, H. (2020). The impact of transaction attributes on logistics outsourcing success: A moderated mediation model. International Journal of Production Economics, 219(2020), 54-65. https://doi.org/10.1016/j.ijpe.2019.04.038
  81. Zahra, S.A., Naubaum, D.O., & Larra?eta, B. (2017). Knowledge sharing and technological capabilities: The moderating role of family involvement. Journal of Business Research 60(10), 1070-1079.
  82. Zailani, S., Shaharudin, M.R., Razmil, K., & Iranmanesh, M. (2015). Influential factors and performance of logistics outsourcing practices: Evidence of Malaysian companies. Review of Managerial Science. 11(1), 53-93.
  83. Zhao, M., Droge, C., & Stank, T.P. (2001). The effects of logistics capabilities on firm performance: Customer-focused versus information-focused capabilities. Journal of Business Logistics, 22(2), 91-107. https://doi.org/10.1002/j.2158-1592.2001.tb00005.x
  84. Zhou, K.Z., & Wu, F. (2010). Technological capability, strategic flexibility, and product innovation. Strategic Management Journal, 31(5), 547-561.