Examining the Impact of Miles & Snow's Business Strategy, Operational Efficiency, and Logistics Efficiency on Company Performance
Abstract
The COVID-19 pandemic has caused major disruptions to the global economy, resulting in significant economic contraction and rising unemployment across many nations. This study explores the influence of Miles & Snow’s business strategy typology, alongside operational and logistics efficiency, on the financial performance of companies. This study employs a quantitative approach, with data collected from 45 respondents serving as managers and supervisors at Midea-Toshiba Electronics during the 2021-2024 period. Purposive sampling method was used to ensure that only functionally relevant participants were involved. The survey instrument was distributed online and analyzed using the Partial Least Squares (PLS) approach. Hypothesis testing results show that all three independent variables significantly influence company performance. Logistics efficiency demonstrates the strongest influence (β = 0.481; f² = 0.524), followed by operational efficiency (β = 0.296; f² = 0.433), and business strategy (β = 0.253; f² = 0.884). These findings emphasize that optimal company performance is determined not only by appropriate strategic direction, but also by operational effectiveness and supply chain efficiency. This study provides contextual contribution in applying Miles & Snow's strategy typology in the regional industrial sector and serves as a foundation for formulating data-based company performance improvement policies.
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Adawiyah, K. R., & Takaya, R. (2025). Analisis Pengaruh Just-In-Time terhadap efisiensi Logistik dan pengendalian inventaris di Perusahaan TOYOTA. Innovative: Journal Of Social Science Research, 5(1), 1265–1275. https://doi.org/10.31004/innovative.v5i1.17276
Aguinis, H., & Burgi-Tian, J. (2021). Talent management challenges during COVID-19 and beyond: Performance management to the rescue. BRQ Business Research Quarterly, 24(3), 233–240. https://doi.org/10.1177/23409444211009528
Aji, G., Anggraini, I. A., Mahfudhoh, A., & Khasanah, N. F. (2023). Pengaruh Strategi Operasional, Strategi Pemasaran, Dan Strategi Keuangan Terhadap Kinerja Perusahaan. OPTIMAL Jurnal Ekonomi Dan Manajemen, 3(2), 97–106. https://doi.org/10.55606/optimal.v3i2.1399
Akingbade, W. A. (2024). Comparative Performance of Organisational Strategies in Nigerian Telecommunication Industry: Miles & Snow and Porter’s Strategic Views. Economic Insights-Trends and Challenges, 13(1), 51–60. https://doi.org/10.51865/eitc.2024.01.05
Alam, M. N., Hassan, M. M., Bowyer, D., & Reaz, M. (2020). The Effects of Wages and Welfare Facilities on Employee Productivity: Mediating Role of Employee Work Motivation. Australasian Accounting Business & Finance Journal, 14(4), 38–60. https://doi.org/10.14453/aabfj.v14i4.4
Alfalla-Luque, R., García, D. E. L., & Marin-Garcia, J. A. (2023). Supply chain agility and performance: evidence from a meta-analysis. International Journal of Operations & Production Management, 43(10), 1587–1633. https://doi.org/10.1108/IJOPM-05-2022-0316
Annisa, N. (2024). Impact Of Implementation and Operational Efficience on the Profitability of Indonesia’s Principal Bank Period 2014-2023. Kontigensi: Scientific Journal of Management, 12(1), 424–432. https://doi.org/10.56457/jimk.v12i1.568
Baye, M. R. (2017). Managerial economics and business strategy. In McGraw-Hill.
Brigham, E. F., & Houston, J. F. (2019). Fundamentals of Financial Management 15th. Cengage.
Christopher, M. (2022). Logistics and supply chain management. Pearson Uk.
Cobbinah, J., Osei, A., & Amoah, J. O. (2025). Innovating for a greener future: Do digital transformation and innovation capacity drive enterprise green total factor productivity in the knowledge economy? Journal of the Knowledge Economy, 1–39. https://doi.org/10.1007/s13132-025-02673-1
Conte, J. M. (2024). Work in the 21st Century, with EEPUB Access: An Introduction to Industrial and Organizational Psychology. John Wiley & Sons.
DeSarbo, W. S., Anthony Di Benedetto, C., Song, M., & Sinha, I. (2005). Revisiting the Miles and Snow strategic framework: uncovering interrelationships between strategic types, capabilities, environmental uncertainty, and firm performance. Strategic Management Journal, 26(1), 47–74. https://doi.org/10.1002/smj.431
Emmanuel, I. E., Esther, L.-O. O., Attayi, I. F., & Taiwo, O. S. (2023). Strategic Management and Performance of Information Technology Firms in Nigeria. Advancement in Management and Technology (AMT), 3(3), 38–49. https://doi.org/10.46977/apjmt.2023.v03i03.005
Faraiddin, N. N., Hutabarat, C. C., & Munthe, O. (2023). Peranan Integrasi Bisnis Dalam Meningkatkan Efisiensi Operasional Perusahaan (Studi Kasus PT Dland Bimasakti Property). Jurnal Ilmiah Ekonomi Dan Manajemen, 1(4), 213–223. https://doi.org/10.61722/jiem.v1i4.353
Febriyanti, S., & Citradewi, A. (2025). Efisiensi Operasional sebagai Mediator antara Likuiditas, Leverage, dan Profitabilitas Perusahaan Properti. EL MUHASABA: Jurnal Akuntansi (e-Journal), 16(1), 28–44. https://doi.org/10.18860/em.v16i1.26589
Gelle-Jimenez, M. H., Jimenez, F. C., & Aguiling, H. M. (2023). Designing a values-based performance management system towards promoting congruence of personal and organizational core values. International Journal of Research in Business & Social Science, 12(4), 175. https://doi.org/10.20525/ijrbs.v12i4.2577
Gittins, P., & McElwee, G. (2024). Farm adaptive business strategies in crisis management: COVID-19. Journal of Rural Studies, 111, 103393. https://doi.org/10.1016/j.jrurstud.2024.103393
Govindan, K., Karaman, A. S., Uyar, A., & Kilic, M. (2023). Board structure and financial performance in the logistics sector: Do contingencies matter? Transportation Research Part E: Logistics and Transportation Review, 176, 103187. https://doi.org/10.1016/j.tre.2023.103187
Hair Jr, J. F., Hult, G. T. M., Ringle, C. M., Sarstedt, M., Danks, N. P., & Ray, S. (2021). Partial least squares structural equation modeling (PLS-SEM) using R: A workbook. Springer Nature. https://doi.org/10.1007/978-3-030-80519-7
Hair Jr, J., Hair Jr, J. F., Sarstedt, M., Ringle, C. M., & Gudergan, S. P. (2023). Advanced issues in partial least squares structural equation modeling. saGe publications.
Handoyo, S., Suharman, H., Ghani, E. K., & Soedarsono, S. (2023). A business strategy, operational efficiency, ownership structure, and manufacturing performance: The moderating role of market uncertainty and competition intensity and its implication on open innovation. Journal of Open Innovation: Technology, Market, and Complexity, 9(2), 100039. https://doi.org/10.1016/j.joitmc.2023.100039
Hasim, R. P., & Holiawati. (2022). Effect of Cash Flow Volatility, Growth Opportunities, and Dividend Policy on Hedging Decisions: (Empirical Study on Mining Companies Listed on the Indonesia Stock Exchange 2016-2020). JOURNAL OF MANAGEMENT, ACCOUNTING, GENERAL FINANCE AND INTERNATIONAL ECONOMIC ISSUES, 1(4), 109–124. https://doi.org/10.55047/marginal.v1i4.310
Hokianto, H. F. (2023). Implementation of blue ocean strategy: Review of previous cases. Sinergi International Journal of Management and Business, 1(2), 116–125. https://doi.org/10.61194/ijmb.v1i2.64
Huda, R. N., & Lingga, F. R. (2023). Analisis Analisis Strategi Korporat Terhadap Kinerja PT. Arma Anugerah Abadi Medan. Jurnal Ilmiah Mahasiswa Manajemen, Bisnis Dan Akuntansi (JIMMBA), 5(1), 74–86. https://doi.org/10.32639/jimmba.v5i1.235
John, V., Broni, G., Nick, K., Vassilios, L., Eleytherios, A., & George, K. (2020). Business Ethics and Corporate Social Responsibility: Moral and Ethical Evaluation. Int J Econ Manag Sci, 9(5), 1–5. https://doi.org/10.37421/ijems.2020.9.584
Jonsdottir, A. T., Johannsdottir, L., & Davidsdottir, B. (2024). Systematic literature review on system dynamic modeling of sustainable business model strategies. Cleaner Environmental Systems, 13(June), 100200. https://doi.org/10.1016/j.cesys.2024.100200
Kakeesh, D. F., Al-Weshah, G. A., & Alalwan, A. A. (2024). Entrepreneurial marketing and business performance in SMEs: the mediating role of competitive aggressiveness. Journal of Marketing Analytics, 1–24. https://doi.org/10.1057/s41270-024-00310-5
Kurtz, D. L., Khan, M. H., Boone, L. E., Canzer, B., Harms, R., & Moreira, P. M. (2023). Contemporary business. John Wiley & Sons.
Lee, R. (2021). The effect of supply chain management strategy on operational and financial performance. Sustainability, 13(9), 5138. https://doi.org/10.3390/su13095138
Leemann, N., & Kanbach, D. K. (2022). Toward a taxonomy of dynamic capabilities–a systematic literature review. Management Research Review, 45(4), 486–501. https://doi.org/10.1108/MRR-01-2021-0066
Leiblein, M. J., & Reuer, J. J. (2020). Foundations and futures of strategic management. Strategic Management Review, 1(1), 1–33. https://doi.org/10.1561/111.00000001
Liu, F., Yu, Y., Fang, Y., Zhu, M., Shi, Y., & Xiao, S. S. (2024). Lean strategy in SMEs: Inventory leanness, operational leanness, and financial performance. The Asian Journal of Shipping and Logistics, 40(2), 109–117. https://doi.org/10.1016/j.ajsl.2024.02.003
Liu, Y., Kim, S., & Sun, J. (2024). The implications of smart logistics policy on corporate performance: Evidence from listed companies in China. Heliyon, 10(17), e36623. https://doi.org/10.1016/j.heliyon.2024.e36623
Mahpour, A., Farzin, I., Baghestani, A., Ashouri, S., Javadi, Z., & Asgari, L. (2023). Modeling the impact of logistic performance, economic features, and demographic factors of countries on the seaborne trade. The Asian Journal of Shipping and Logistics, 39(2), 60–66. https://doi.org/10.1016/j.ajsl.2023.02.003
Mangla, S. K., Kusi-Sarpong, S., Luthra, S., Bai, C., Jakhar, S. K., & Khan, S. A. (2020). Operational excellence for improving sustainable supply chain performance. Resources, Conservation and Recycling, 162, 105025. https://doi.org/10.1016/j.resconrec.2020.105025
Martínez, A., Schmuck, C., Pereverzyev Jr, S., Pirker, C., & Haltmeier, M. (2020). A machine learning framework for customer purchase prediction in the non-contractual setting. European Journal of Operational Research, 281(3), 588–596. https://doi.org/10.1016/j.ejor.2018.04.034
Mtau, T. T., & Rahul, N. A. (2024). Optimizing business performance through KPI alignment: a comprehensive analysis of key performance indicators and strategic objectives. American Journal of Industrial and Business Management, 14(1), 66–82. https://doi.org/10.4236/ajibm.2024.141003
Powell, D. J. (2024). Lean and the green economy: the promise of a waste-free society? In Research Handbook on the Green Economy (pp. 244–257). Edward Elgar Publishing. https://doi.org/10.4337/9781789904833.00025
Prakoso, B. I., Huda, M., Fauzianto, I., Junaedi, D., & Sunandar, L. (2025). Pengaruh Efisiensi Supply Chain Terhadap Pencapaian Target Produksi dan Kinerja Perusahaan. Innovative: Journal Of Social Science Research, 5(2), 357–365. https://doi.org/10.31004/innovative.v5i2.17405
Sanusi, S. A., Ramli, N. A., Shariff, S. S. R., & Masudin, I. (2025). Evaluating the Efficiency Measurement of Malaysian Logistics Company. Semarak International Journal of Transportation and Logistics, 2(1), 1–14. https://doi.org/10.37934/sijtl.2.1.114b
Schäfers, A., Bougioukos, V., Karamatzanis, G., & Nikolopoulos, K. (2024). Prediction-led prescription: Optimal Decision-Making in times of turbulence and business performance improvement. Journal of Business Research, 182, 114805. https://doi.org/10.1016/j.jbusres.2024.114805
Shah, A., Rose, C., Ibrahim, A., Khan, S. A. R., & Tanveer, M. (2023). A resource and leagile strategy in business operations for performance improvement. Decision Analytics Journal, 7, 100197. https://doi.org/10.1016/j.dajour.2023.100197
Shahbaz, M. S., Soomro, M. A., Bhatti, N. U. K., Soomro, Z., & Jamali, M. Z. (2019). The impact of supply chain capabilities on logistic efficiency for the construction projects. Civil Engineering Journal, 5(6), 1249–1256. https://doi.org/10.28991/cej-2019-03091329
Sijabat, R. (2022). The effects of business digitalization and knowledge management practices on business performance: Findings from Indonesian micro, small, and medium enterprises. BISNIS & BIROKRASI: Jurnal Ilmu Administrasi Dan Organisasi, 29(2), 4. https://doi.org/10.20476/jbb.v29i2.1350
Tania, T., & Abdi, M. (2023). Pengaruh efisiensi operasional, efektivitas pemasaran, dan financial leverage terhadap kinerja keuangan perusahaan publik. Jurnal Manajerial Dan Kewirausahaan, 5(1), 76–83. https://doi.org/10.24912/jmk.v5i1.22515
Taylor, H. (2017). B2B marketing strategy: differentiate, develop and deliver lasting customer engagement. Kogan Page Publishers.
Vrontis, D., Shams, R., Thrassou, A., & Kafouros, M. (2024). Global strategy evolution, devolution or revolution: Disruptions to globalization and international business introversion. Journal of International Management, 30(5), 101188. https://doi.org/10.1016/j.intman.2024.101188
Waal, A. de. (2021). The high performance organization: proposed definition and measurement of its performance. Measuring Business Excellence, 25(3), 300–314. https://doi.org/10.1108/MBE-04-2020-0064
Wiryawan, I., Pratama, S. B. A. Y., Lestari, H. S., & Margaretha, F. (2024). The Effect Of Operational Efficiency On The Financial Performance Of Banks In Indonesia. Jurnal Ekonomi, 13(03), 1806–1813.
World Bank. (2021a). Indonesia Economic Prospects : A Green Horizon: Toward a High Growth and Low Carbon Economy - December 2021 (Inglês). https://documents.worldbank.org/pt/publication/documents-reports/documentdetail/099530012142131068/p17477602b68b604c0aa770a6e0f78eac0e
World Bank. (2021b). Indonesia Economic Prospects (IEP), June 2021: Boosting the recovery. https://www.worldbank.org/en/country/indonesia/publication/indonesia-economic-prospects-iep-june-2021-boosting-the-recovery
Yao, C.-L., & Wang, L.-Y. (2024). Corporate sustainable development performance through top management team’s transactive memory system and organizational resilience: A moderated mediation analysis. Heliyon, 10(3), e24674. https://doi.org/10.1016/j.heliyon.2024.e24674
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