Cost efficiency analysis of logistics and warehouse business


  • Rizka Amalia Nur Hasana Universitas Dian Nusantara
  • Setiyo Purwanto Universitas Dian Nusantara



Cost efficiency is a key focus in various aspects of a company's operational activities, and the supply chain plays an important role in achieving this goal. To better understand how the supply chain may affect cost-effectiveness, this study examines just-in-time, total quality management, and performance measurement systems in the context of Kosambi Warehouse Area, Tangerang, which involves collecting primary and secondary data using a quantitative approach. A total of 138 respondents were selected using a simple random sampling technique. SPSS software was used to analyze the data. The findings demonstrate that just-in-time has a negative and significant effect on cost efficiency. However, total quality management has a positive and significant influence on cost efficiency. The performance measurement system has a positive and significant influence on cost efficiency.


Abbas, J. (2020). Impact of total quality management on corporate green performance through the mediating role of corporate social responsibility. Journal of Cleaner Production, 242, 118458.

Abdurahimovna, C. D., & Sultanbekovna, M. M. (2022). Cost and accounting concepts in accounting and their accounting. Global Scientific Review, 4, 21–26.

Agarwal, A. (2021). Investigating design targets for effective performance management system: applying balance scorecard using QFD. Journal of Advances in Management Research, 18(3), 353–367.

Albloushi, B. (2023). Total quality management practices and corporate sustainable development in manufacturing companies: The mediating role of green innovation. Management Research Review, 46(1), 20–45.

Alzoubi, H. M., In’airat, M., & Ahmed, G. (2022). Investigating the impact of total quality management practices and six sigma processes to enhance the quality and reduce the cost of quality: The case of Dubai. International Journal of Business Excellence, 27(1), 94–109.

Balkhi, B., Alshahrani, A., & Khan, A. (2022). Just-in-time approach in healthcare inventory management: Does it work ? Saudi Pharmaceutical Journal, 30(12), 1830–1835.

Belhadi, A. (2021). Manufacturing and service supply chain resilience to the COVID-19 outbreak: Lessons learned from the automobile and airline industries. Technological Forecasting and Social Change, 163.

Chen, R., Lee, Y. D., & Wang, C. H. (2020). Total quality management and sustainable competitive advantage: Serial mediation of transformational leadership and executive ability. Total Quality Management & Business Excellence, 31(5–6), 451–468.

Chi, O. H., Gursoy, D., & Chi, C. G. (2020). Tourists’ attitudes toward the use of artificially intelligent (AI) devices in tourism service delivery: Moderating role of service value seeking. Journal of Travel Research, 61(1), 170–185.

Chiarini, A. (2020). Industry 4.0, quality management, and TQM world. A systematic literature review and a proposed agenda for further research. The TQM Journal, 32(4), 603–616.

Damasceno, B. (2020). Hypothesis testing BT research on cognition disorders: Theoretical and methodological issues. Springer International Publishing.

Elvina, E., Anggraeni, S., Sasongko, S. N., & Erlandian, A. Y. (2022). The influence of total quality management (TQM) on quality cost efficiency and managerial performance and the implications for company performance. Indonesian Interdisciplinary Journal of Sharia Economics, 5(2), 459-480.

Ewing, R., & Park, K. (2020). Basic quantitative research methods for urban planners. Taylor & Francis.

Frederico, G. F. (2020). Supply chain 4.0: Concepts, maturity and research agenda. Supply Chain Management, 25(2), 262–282.

Frederico, G. F., Garza-Reyes, J. A., Kumar, A., & Kumar, V. (2021). Performance measurement for supply chains in the Industry 4.0 era: A balanced scorecard approach. International Journal of Productivity and Performance Management, 70(4), 789–807.

Giannakis, M., Dubey, R., Vlachos, I., & Ju, Y. (2020). Supplier sustainability performance evaluation using the analytic network process. Journal of Cleaner Production, 247, 119439.

Green, K. W., Inman, R. A., Sower, V. E., & Zelbst, P. J. (2019). Impact of JIT, TQM and green supply chain practices on environmental sustainability. Journal of Manufacturing Technology Management, 30(1), 26–47.

Haekal, J., & Setiawan, I. (2020). Comparative analysis of raw materials control using JIT and EOQ method for cost efficiency of raw material supply in automotive components company Bekasi, Indonesia. International Journal of Engineering Research and Advanced Technology, 06(10), 76–82.

Hussein, M., & Zayed, T. (2021). Critical factors for successfully implementing the just-in-time concept in modular integrated construction: A systematic review and meta-analysis. Journal of Cleaner Production, 284, 124716.

Kamble, S. S., Gunasekaran, A., Ghadge, A., & Raut, R. (2020). A performance measurement system for industry 4.0 enabled smart manufacturing system in SMEs: A review and empirical investigation. International Journal of Production Economics, 229.

Karamouz, S. S., Kahnali, R. A., & Ghafournia, M. (2021). Supply chain quality management performance measurement: Systematic review. International Journal of Quality & Reliability Management, 38(2), 484–504.

Khalfallah, M., & Lakhal, L. (2021). The relationships between TQM, TPM, JIT and agile manufacturing: An empirical study in industrial companies. The TQM Journal, 33(8), 1735–1752.

Khan, S. A. R. (2021). Industry 4.0 and circular economy practices: A new era business strategies for environmental sustainability. Business Strategy and the Environment, 30(8), 4001–4014.

Kraus, S., Rehman, S. U., & García, F. J. S. (2020). Corporate social responsibility and environmental performance: The mediating role of environmental strategy and green innovation. Technological Forecasting and Social Change, 160, 120262.

Kula, E., Greuter, E., Deursen, A. V., & Gousios, G. (2022). Factors affecting on-time delivery in large-scale agile software development. IEEE Transactions on Software Engineering, 48(9), 3573–3592.

Kumar, P. (2021). Managing supply chains for sustainable operations in the era of industry 4.0 and circular economy: Analysis of barriers. Resources, Conservation and Recycling, 164.

Lahane, S., Kant, R., & Shankar, R. (2020). Circular supply chain management: A state-of-art review and future opportunities. Journal of Cleaner Production, 258, 120859.

Lambert, D. M., & Cooper, M. C. (2000). Issues in supply chain management. Industrial Marketing Management, 29(1), 65–83.

Liao, S. (2023). Review of just-in-time material distribution scheduling for mixed flow assembly lines considering transfer vehicle handling energy consumption. Journal of Innovation and Development, 3(1), 126-131.

Liu, Z., & Nishi, T. (2020). Analyzing just-in-time purchasing strategy in supply chains using an evolutionary game approach. Journal of Advanced Mechanical Design, Systems, and Manufacturing, 14(5).

Lohr, S. L. (2021). Sampling: Design and analysis. CRC Press.

Lopes, M. A., & Martins, R. A. (2021). Mapping the impacts of industry 4.0 on performance neasurement systems. IEEE Latin America Transactions, 19(11), 1912–1923.

Ma, B., Limierta, J., Teo, C. C., & Wong, Y. D. (2024). Unveiling consumers’ nonlinear evaluation of service performances in online food delivery: A quantitative Kano analysis. British Food Journal, 126(2), 834–863.

Msallam, A. A., Al Hila, A. A., Naser, S. S. A., & Al Shobaki, M. J. (2020). The effect of total quality management in achieving the requirements of quality of career among university colleges employees. International Journal of Academic Management Science Research (IJAMSR), 4 (10), 45-65.

Nudurupati, S. S., Garengo, P., & Bititci, U. S. (2021). Impact of the changing business environment on performance measurement and management practices. International Journal of Production Economics, 232, 107942.

Nugroho, A., Christiananta, B., Wulani, F., & Pratama, I. (2022). Exploring the association among just in time, total quality and supply chain management influence on firm performance: Evidence from Indonesia (doctoral dissertation, Universitas Ciputra).

Patrucco, A. S., Moretto, A., & Knight, L. (2021). Does relationship control hinder relationship commitment? The role of supplier performance measurement systems in construction infrastructure projects. International Journal of Production Economics, 233, 108000.

Phan, A. C., Nguyen, H. T., Nguyen, H. A., & Matsui, Y. (2019). Effect of total quality management practices and JIT production practices on flexibility performance. Empirical Evidence from International Manufacturing Plants, 11(11), 3093.

Reddivari, S., Bhowmik, T., & Hollis, C. (2019). Automated support to capture verbal just-in-time requirements via audio mining and cluster-based visualization. Journal of Industrial Information Integration, 14, 41–49.

Sadriddinovich, J. T. (2023). Capabilities of SPSS software in high volume data processing testing. American Journal of Public Diplomacy and International Studies, 1(9), 82-86.

Saffar, N. A. G. A., & Obeidat, A. (2020). The effect of total quality management practices on employee performance: The moderating role of knowledge sharing. Management Science Letters, 10(1), 77-90.

Sekaran, U. (2017). Metode Penelitian untuk Bisnis Pendekatan Pengembangan-Keahlian. Salemba Empat.

Shafiq, M., Lasrado, F., & Hafeez, K. (2019). The effect of TQM on organisational performance: Empirical evidence from the textile sector of a developing country using SEM. Total Quality Management & Business Excellence, 30(1–2), 31–52.

Sjödin, D., Parida, V., Jovanovic, M., & Visnjic, I. (2020). Value creation and value capture alignment in business model innovation: A process view on outcome-based business models. Journal of Product Innovation Management, 37(2), 158–183.

Sugiyono. (2019). E-book metode penelitian kuantitatif, kualitatif, dan R&D. Alfabeta.

Tine, B. P., Yalamanchili, S., & Kim, H. (2020). Tango: An optimizing compiler for just-in-time RTL simulation. In 2020 Design, Automation & Test in Europe Conference & Exhibition (pp. 157-162). IEEE.

Ye, Y., Suleiman, M. A., & Huo, B. (2022). Impact of just-in-time (JIT) on supply chain disruption risk: the moderating role of supply chain centralization. Industrial Management and Data Systems, 122(7), 1665–1685.

Yusuf, A., & Soediantono, D. (2022). Supply chain management and recommendations for implementation in the defense industry: A literature review. International Journal of Social and Management Studies, 3(3), 63-77.

Zhou, B., & Peng, T. (2017). Scheduling the in-house logistics distribution for automotive assembly lines with just-in-time principles. Assembly Automation, 37(1), 51–63.




How to Cite

Hasana, R. A. N., & Purwanto, S. (2024). Cost efficiency analysis of logistics and warehouse business. Jurnal Fokus Manajemen Bisnis, 14(1), 97–107.