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Assessment of static complexity in design and manufacturing of a product family and its impact on manufacturing performance

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  • Park, Kijung
  • Okudan Kremer, Gül E.

Abstract

As products and their manufacturing systems have become more sophisticated and complex, both industry and academia have widely discussed complexity in product design and manufacturing to understand its impact. However, the impact of complexity on manufacturing performance has not been clearly articulated in the previous empirical studies despite the widely expected negative relationship between them. As a response, this paper considers static complexity, which is due to inherent structural characteristics in product design and manufacturing, to elucidate the impact of design and manufacturing complexity on manufacturing performance. Metrics to properly capture design and manufacturing complexity in a product family are proposed and applied to a screwdriver product family case. Then, regression analysis is performed to identify the impact of complexity on manufacturing performance under different demand levels and manufacturing strategies. As a result, the negative impacts of design and manufacturing complexity on lead time and total production cost and their changes commensurate to the increase in demand are observed under the make-to-order policy. On the other hand, similar negative impacts are not statistically significant under the make-to-stock policy. These results indicate that static complexity negatively affects manufacturing performance only in the make-to-order system; and the inventory held of common parts in the make-to-stock system decreases the influence of static complexity on manufacturing performance.

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  • Park, Kijung & Okudan Kremer, Gül E., 2015. "Assessment of static complexity in design and manufacturing of a product family and its impact on manufacturing performance," International Journal of Production Economics, Elsevier, vol. 169(C), pages 215-232.
    • Handle: RePEc:eee:proeco:v:169:y:2015:i:c:p:215-232
    DOI: 10.1016/j.ijpe.2015.07.036
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    References listed on IDEAS

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    1. Wu, Y. & Frizelle, G. & Efstathiou, J., 2007. "A study on the cost of operational complexity in customer-supplier systems," International Journal of Production Economics, Elsevier, vol. 106(1), pages 217-229, March.
    2. Perona, Marco & Miragliotta, Giovanni, 2004. "Complexity management and supply chain performance assessment. A field study and a conceptual framework," International Journal of Production Economics, Elsevier, vol. 90(1), pages 103-115, July.
    3. Nihal Orfi & Janis Terpenny & Asli Sahin-Sariisik, 2011. "Harnessing Product Complexity: Step 1—Establishing Product Complexity Dimensions and Indicators," The Engineering Economist, Taylor & Francis Journals, vol. 56(1), pages 59-79.
    4. Taylor Randall & Karl Ulrich, 2001. "Product Variety, Supply Chain Structure, and Firm Performance: Analysis of the U.S. Bicycle Industry," Management Science, INFORMS, vol. 47(12), pages 1588-1604, December.
    5. Nihal Orfi & Janis Terpenny & Asli Sahin-Sariisik, 2012. "Harnessing Product Complexity: Step 2—Measuring and Evaluating Complexity Levels," The Engineering Economist, Taylor & Francis Journals, vol. 57(3), pages 178-191.
    6. Sivadasan, S. & Efstathiou, J. & Calinescu, A. & Huatuco, L. Huaccho, 2006. "Advances on measuring the operational complexity of supplier-customer systems," European Journal of Operational Research, Elsevier, vol. 171(1), pages 208-226, May.
    7. John Paul MacDuffie & Kannan Sethuraman & Marshall L. Fisher, 1996. "Product Variety and Manufacturing Performance: Evidence from the International Automotive Assembly Plant Study," Management Science, INFORMS, vol. 42(3), pages 350-369, March.
    8. Sunder Kekre & Kannan Srinivasan, 1990. "Broader Product Line: A Necessity to Achieve Success?," Management Science, INFORMS, vol. 36(10), pages 1216-1232, October.
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    Cited by:

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