Analysis of Relationship Between Manufacturing Flexibility and Lean Manufacturing Using Structural Equation Modelling
Tóm tắt
In today’s world of fierce competition, lean manufacturing practices enable companies to meet challenges and be competitive. Uncertainties and dynamic changing situations in the market condition pose problems towards achieving aim of becoming lean. Manufacturing flexibility empowers companies to efficiently tackle these uncertainties and ever changing market conditions. In the present work, the effect of manufacturing flexibilities such as labour flexibility, machine flexibility, volume flexibility, routing flexibility, product flexibility and material handling flexibility on lean manufacturing has been studied and analysed by using structural equation modelling. Structural model depicting relationship between lean manufacturing and various elements of manufacturing flexibility was tested using AMOS and modified to attain the best fit. The study brings out the importance of managing machine flexibility and its significant impact on lean manufacturing. The study focuses on automobile component industry in Pune region in India.
Tài liệu tham khảo
Abdulmalek, F. A., & Rajgopal, J. (2007). Analyzing the benefits of lean manufacturing and value stream mapping via simulation: A process sector case study. International Journal of Production Economics, 107(1), 223–236.
Ali, M., & Ahmad, Z. (2014). A simulation study of FMS under routing and part mix flexibility. Global Journal of Flexible Systems Management, 15(4), 277.
Ali, M., & Murshid, M. (2016). Performance evaluation of flexible manufacturing system under different material handling strategies. Global Journal of Flexible Systems Management, 17(3), 287–305.
Asadi, N., Fundin, A., & Jackson, M. (2015). The essential constituents of flexible assembly systems: A case study in heavy vehicle manufacturing industry. Global Journal of Flexible Systems Management, 16(3), 235–250.
Bernardo, J. J., & Mohamed, Z. (1992). The measurement and use of operational flexibility in the loading of flexible manufacturing systems. European Journal of Operational Research, 60, 144–155.
Bhamu, J., & Sangwan, K. S. (2014). Lean manufacturing: Literature review and research issues. International Journal of Operations & Production Management, 34(7), 876–940.
Boyle, T. A. (2006). Towards best management practices for implementing manufacturing flexibility. Journal of Manufacturing Technology Management, 17(1), 6–21.
Browne, M. W., & Cudeck, R. (1992). Alternative ways of assessing model fit. Sociological Methods and Research, 21(2), 230–258.
Browne, J., Dubois, D., Rathmill, K., Sethi, S. P., & Stecke, K. E. (1984). Classification of flexible manufacturing systems. The FMS magazine, 2(2), 114–117.
Byrne, B. M. (1994). Structural equation modelling with EQS and EQS/Windows: Basic concepts, applications, and programming. SAGE: Canada.
Chatterjee, A., Cohen, M., & Maxwell, W. (1984). Manufacturing flexibility: Models and measurement. In First ORSA/TIMS conference on flexible manufacturing systems, Ann Arbor, MI.
Chauhan, G., & Singh, T. P. (2012). Measuring parameters of lean manufacturing realisation. Measuring Business Excellence, 16(3), 57–71.
Chauhan, G., & Singh, T. P. (2013). Development and validation of resource flexibility. Journal of Industrial Engineering and Management, 1, 21–41.
Chauhan, G., Singh, T. P., & Sharma, S. K. (2008). Flexibility implications in manufacturing system: a framework. International Journal of Engineering Research and Industrial Applications, 1(VII), 83–98.
Chauhan, G., Singh, T. P., & Sharma, S. K. (2009a). Cost reduction through lean manufacturing: A case study. International Journal of Industrial Engineering Practice, 1(1), 1–8.
Chauhan, G., Singh, T. P., & Sharma, S. K. (2009b). Role of machine flexibility in lean manufacturing. International Journal of Applied Engineering Research, 4(1), 25–33.
Chauhan, G., Singh, T. P., & Sharma, S. K. (2010). Measuring status of lean manufacturing using AHP. International Journal of Emerging Technologies, 1(2), 115–120.
Chauhan, G., Singh, T. P., & Sharma, S. K. (2011). Lean manufacturing through management of labour and machine flexibility: A comprehensive review. Global Journal of Flexible Systems Management, 12(1–2), 69–90.
Chen, I. J., Calantone, R. J., & Chung, C. H. (1992). The marketing–manufacturing interface and manufacturing flexibility. Omega International Journal of Management Science, 20(4), 431–443.
Cook, T. D., & Campbell, D. T. (1979). Quasi experimentation: Design and analytical issues for field settings. Chicago: Rand McNally.
Coyle, J. J., Bardi, E. J., & Novack, R. A. (1992). The management of business logistics (5th ed.). St. Paul, MN: West Publishing.
Fercoq, A., Lamouri, S., & Carbone, V. (2016). Lean/Green integration focused on waste reduction techniques. Journal of Cleaner Production, 137(20), 567–578.
Gerwin, D. (1987). An agenda for research on the flexibility of manufacturing processes. International Journal of Operations and Production Management, 7(1), 38–49.
Goyal, M., & Netessine, S. (2011). Volume flexibility, product flexibility, or both: The role of demand correlation and product substitution. Manufacturing and service operations management, 13(2), 180–193.
Gupta, D. (1993). On measurement and valuation of manufacturing flexibility. International Journal of Production Research, 31(12), 2947–2958.
Gupta, Y. P., & Goyal, S. (1992). Flexibility trade-offs in a random flexible manufacturing system: A simulation study. International Journal of Production Research, 30(3), 527–557.
Gupta, Y. P., & Somers, T. M. (1996). Business strategy, manufacturing flexibility, and organisational performance relationships: A path analysis approach. Production and Operations Management, 5(3), 204–233.
Haque, B., & Moore, M. J. (2004). Measures of performance for lean product introduction in the aerospace industry. Proceedings of the Institution of Mechanical Engineers, Part B-Journal of Engineering Manufacture, 218(10), 1387–1398.
Hayes, R. H., & Schmenner, R. W. (1978). How should you organize manufacturing? Havard Business Review, 56, 105–108.
Hu, L. T., & Bentler, P. M. (1998). Fit indices in covariance structure modelling: Sensitivity to under parameterized model misspecification. Psychological Methods, 3, 424–453.
Hung, R. (1993) Improving productivity and quality through workforce scheduling. In Utility and energy industries: Quest for quality and productivity conference, March 8–9, Charlotte, NC.
Hutchinson, J. (1991). Current and future issues concerning FMS scheduling. Omega, 19(6), 529–719.
Hyer, N. L., & Wemmerlov, U. (1989). Group technology in the US manufacturing industry: A survey of current practices. International Journal of Production Research, 27(8), 1287–1304.
Hyun, J., & Ahn, B. H. (1992). A unifying framework for manufacturing flexibility. Manufacturing Review, 5(4), 251–260.
Jack, E. P., & Raturi, A. S. (2003). Measuring and comparing volume flexibility in the capital goods industry. Production and Operations Management, 12, 480–501.
Jain, A., et al. (2013). A review: Manufacturing flexibility. International Journal of Production Research, 51(19), 5946–5970.
Jordan, W. C., & Graves, S. C. (1995). Principles on the benefits of manufacturing process flexibility. Management Science, 41(4), 577–594.
Karlsson, C., & Ahlstorm, P. (1996). Assessing changes towards lean production. International Journal of Operations and Production Management, 16(2), 24–41.
Kaur, S. P., Kumar, J., & Kumar, R. (2016). Impact of flexibility of manufacturing system components on competitiveness of SMEs in Northern India. Journal of Engineering, Project and Production Management, 6(1), 63–76.
Kaur, S. P., Kumar, J., & Kumar, R. (2017). The relationship between flexibility of manufacturing system components, competitiveness of SMEs and business performance: A study of manufacturing SMEs in Northern India. Global Journal of Flexible Systems Management, 18(2), 123–137.
Ketokivi, M. A., & Schroeder, R. G. (2004). Perceptual measures of performance: Fact or fiction? Journal of Operations Management, 22, 247–264.
Kline, R. B. (1998). Principle and practice of structural equation modelling. New York: The Guilford Press.
Koste, L. L., & Malhotra, M. K. (1999). A theoretical framework for analysing the dimensions of manufacturing flexibility. Journal Operations Management, 18(1), 75–93.
Koste, L. L., Malhotra, M. K., & Sharma, S. (2004). Measuring dimensions of manufacturing flexibility. Journal of Operations Management, 22(2), 171–196.
Liker, J. K. (1996). Becoming lean. Portland, OR: Productivity Press.
Liker, J. K., & Wu, Y. C. (2000). Japanese automakers, US suppliers and supply-chain superiority. Sloan Management Review, 42(1), 81–93.
Malhotra, M. K., & Grover, V. (1998). An assessment of survey research in POM: From constructs to theory. Journal of Operations Management, 16(4), 407–425.
Mendes, L., & Machado, J. (2014). Employees’ skills, manufacturing flexibility and performance: A structural equation modelling applied to the automotive industry. International Journal of Production Research, 53(13), 4087–4101.
Mishra, R., Pundir, A., & Ganapaty, L. (2014). Manufacturing flexibility research: A review of literature and agenda for future research. Global Journal of Flexible Systems Management, 15(2), 101–112.
Monden, Y. (1983). The Toyota production system. Portland, OR: Productivity Press.
Motwani, J. (2003). A business process change framework for examining lean manufacturing: A case study. Industrial Management and Data Systems, 103(5), 339–346.
Nagarur, N. (1992). Long range planning: Some performance measures of flexible manufacturing system. International Journal of Production Research, 30(4), 799–809.
Nandakumar, M. K., Jharkharia, S., & Nair, A. (2012). Environmental uncertainty and flexibility. Global Journal of Flexible Systems Management, 13(3), 121–122.
Ohno, T. (1998). The Toyota production system: Beyond large scale production. Portland, Oregon: Productivity Press.
Parker, R. P., & Wirth, A. (1999). Manufacturing flexibility, measures and relationships. European Journal of Operational Research, 118(3), 429–449.
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.
Pyoun, Y. S., & Choi, B. K. (1984). Quantifying the flexibility value in automated manufacturing system. Journal of Manufacturing System, 13(2), 108–118.
Radhakrishna, R. B. (2007). Tips for developing and testing questionnaires/instruments. Journal of Extension, 45(1), 1–4.
Ramasesh, R. V., & Jayakumar, M. D. (1991). Measurement of manufacturing flexibility: A value based approach. Journal of Operation Management, 10(4), 446–468.
Ranta, J., & Alabian, A. (1988). Interactive analysis of FMS productivity and flexibility, W.P.88-098. Laxenburg: International Institute of Applied Systems Analysis (IIASA).
Rothstein, J. S. (2004). Creating lean industrial relations: General motors in Silao. Mexico, Competition and Change, 8, 203–221.
Saaty, T. L. (1990). How to make a decision: The analytic hierarchy process. European Journal of Operational Research, 48, 9–28.
Sajan, M. P., Shalij, P. R., Ramesh, A., & Biju Augustine, P. (2016). Lean manufacturing practices in Indian manufacturing SMEs and their effect on sustainability performance. Journal of Manufacturing Technology Management. https://doi.org/10.1108/JMTM-12-2016-0188.
Schumacker, R. E., & Lomax, R. G. (2004). A beginner’s guide to structural equation modelling (2nd ed.). Mahwah, NJ: Erlbaum.
Sethi, V., & King, W. R. (1994). Development of measures to assess the extent to which an information technology application provides competitive advantage. Management Science, 40(12), 1601–1627.
Sethi, A. K., & Sethi, S. P. (1990). Flexibility in manufacturing: A survey. International Journal of Flexible Manufacturing Systems, 2(4), 289–328.
Shah, R., & Ward, P. T. (2003). Lean manufacturing: Context, practice bundles, and performance”. Journal of Operations Management, 21(2), 129–149.
Shahu, R., Pundir, A. K., & Ganapathy, L. (2012). An empirical study on flexibility: A critical success factor of construction projects. Global journal of flexible systems management, 3(3), 123–128.
Shewchuk, J. P., & Moodie, C. L. (1998). Definition and classification of manufacturing flexibility types and measures. International Journal of Flexible Manufacturing Systems, 10(4), 325–349.
Simpson, D. F., & Power, D. J. (2005). Use the supply relationship to develop lean and green suppliers. Supply Chain Management: An International Journal, 10(1), 60–68.
Singh, T. P., & Chauhan, G. (2013). Significant parameters of labour flexibility contributing to lean manufacturing. Global Journal of Flexible Systems Management, 14(2), 93–105.
Soriano-Meier, H., & Forrester, P. L. (2002). A model for evaluation the degree of leanness of manufacturing firms. Integrated Manufacturing System, 13(2), 104–109.
Stecke, K., & Kim, I. (1989). Performance evaluation for systems of pooled machines of unequal sizes: Unbalancing versus balancing. European Journal of Operational Research, 42(1), 22–38.
Steiger, J. H. (1990). Structural model evaluation and modification: An interval estimation approach. Multivariate Behavioural Research, 25(2), 173–180.
Suarez, F. F., Cusumano, M. A., & Fine, C. H. (1996). An empirical study of manufacturing flexibility in printed circuit board assembly. Operations Research, 44(1), 223–240.
Sushil, (2012). Multiple perspectives of flexible systems management. Global Journal of Flexible Systems Management, 13(1), 1–2.
Toni, D. A., & Tonchia, S. (1998). Manufacturing flexibility: A literature review. International Journal of Production Research, 36(6), 1587–1617.
Treleven, M. (1989). A review of the dual resource constrained system research. IIE Transactions, 21(3), 279–287.
Tsourveloudis, N. C., & Phillis, Y. A. (1998). Fuzzy assessment of machine flexibility. IEEE Transactions on Engineering Management, 45(1), 78–88.
Ullman, J. B. (2001). Structural equation modelling. In B. G. Tabachinick & L. S. Fiedell (Eds.), Using multivariate statistics (4th ed.). Needham Heights, MA: Allyn & Bacon.
Upton, D. M. (1994). Management of manufacturing technology. California Management Review, 36(2), 72–89.
Vasanthakumar, C., Vinodh, S., & Ramesh, K. (2016). Application of interpretive structural modelling for analysis of factors influencing lean remanufacturing practices. International Journal of Production Research. https://doi.org/10.1080/00207543.2016.1192300.
Vinodh, S., & Joy, D. (2012). Structural equation modelling of lean manufacturing practices. International Journal of Production Research, 50(6), 1598–1607. https://doi.org/10.1080/00207543.2011.560203.
Wei, Z., Song, X., & Wang, D. (2017). Manufacturing flexibility, business model design, and firm performance. International Journal of Production Economics, 193, 87–97.
Womack, J. P., Jones, D. T., & Roos, D. (1990). The machine that changed the world. New York: Rawson Associates.
Worley, J. (2004). The role of socio-cultural factors in a lean manufacturing implementation. Unpublished master thesis, Oregon State University, Corvallis, OH.
Zhang, Q., Vonderembse, M. A., & Lim, J.-S. (2003). Manufacturing flexibility: Defining and analysing relationships among competence, capability and customer satisfaction. Journal of Operations Management, 21, 173–191.
Zhu, X., & Lin, Y. (2017). Does lean manufacturing improve firm value? Journal of Manufacturing Technology Management, 28(4), 422–437.