Open Journal Systems


Jorge Muniz Jr, Luis Oliveira Nascimento, Henrique Rocha Martins, Luis Alberto Duncan Rangel


New products are continuously developed in order to support customized demands. Flexibility supports customized demands, low costs, and agility, but it remains a challenge with regards to high-volume and high-diversity complexity as observed in trucks production. This research aims to discuss an assessment approach based on AHP application to rank flexibility projects. It is a multi-criteria decision method based on the Analytic Hierarchy Process (AHP). Decision-makers (88 managers) from different truck plant areas (production, logistics, quality, sales and finance) were interviewed and asked to consider lean thinking, mass customization, and agility to rank flexibility improvement projects that aim to reduce time-to-market and increase company competitiveness increase.


flexibility; lean; agility; complexity; trucks

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Agarwal, A., Shankar, R., &Tiwari, M.K. (2006). Modeling the metrics of lean, agile and leagile supply chain: An ANP-based approach. European Journal of Operational Research, 173, 211-225. Doi:

Baines, T., Lightfoot, H., Williams, G.M., & Greenough, R. (2006). State-of-the-art in lean design engineering: A literature review on white collar lean. Proceedings of the Institution of Mechanical Engineers Part B-Journal of Engineering Manufacture, 220(9), 1539-1547.

Baykasoglu, A., & Ozbakir, L. (2008). Analysing the effect of flexibility on manufacturing systems performance. Journal of Manufacturing Technology Management. 19(2), 172-193. Doi:

Bertrand, J. W. M. and Fransoo, J. C. (2002). Operations management research methodologies using quantitative modeling, International Journal of Operations & Production Management, 22(2), 241-264 Doi:

Boyle, T. A. (2006) Towards best management practices for implementing manufacturing flexibility. Journal of Manufacturing Technology Management. 17(1), 6-21. Doi:

Boyton, A.C., Victor, B., & Pine II, B. J. (1993). New competitive strategies: Challenges to organizations and information technology. IBM Systems Journal, 32(1), 40-64. Doi: 10.1147/sj.321.0040

Bozókia, S., Fülöpa, J., &Rónyaib, L. (2007). On optimal completion of incomplete pairwise comparison matrices. Mathematical and Computer Modelling, 52(1-2), 318-333. Doi:

Cachon, G. Olivares, M. (2010). Drivers of finished goods inventory in the U.S. automobile industry. Management Science, 56(1), 202-216. Doi:

Chang, S., Lin, R., Chang, F., Chen, R. (2007). Achieving manufacturing flexibility through entrepreneurial orientation. Industrial Management & Data Systems, 107(7), 997-1017.Doi:

Chen, I.J., Paulraj, A., Lado, A.A. (2004). Strategic purchasing, supply management and firm performance. Journal of Operations Management, 22, 505-523. Doi:

Emiliani, M.L, Stec, D.J. (2004). Using value stream mapping to improve leadership. Leadership & Organization Development Journal, 25, 622-645. Doi:

Fedrizzia, M. &Gioveb, S. (2007). Incomplete pairwise comparison and consistency optimization. European Journal of Operational Research, 183(1), 303-313. Doi:

Forman, E. & Peniwati, K. (1998). Aggregating individual judgments and priorities with the analytic hierarchy process. European Journal of Operational Research, 108(1), 165-169. Doi: 10.1016/S0377-2217(97)00244-0

Guo, Y.; Xu, Z. A. (2007). Model of lean supplier management based on the lean production. International Federation for Information Processing, 254(1), 717-726. Doi: 10.1007/978-0-387-75902-9_81

Gupta, D. and Buzacott, J. A. (1989). A framework for understanding flexibility of manufacturing systems. Journal of Manufacturing Systems, 8(2), 89-96. Doi:

Hallgren, M., Olhager, J. (2009). Lean and agile manufacturing: External and internal drivers and performance outcomes. International Journal of Operations & Production Management, 29(10), 976-999. Doi:

Harker, I.J. (1987). Incomplete pairwise comparison in the Analytic Hierarchy Process. Mathematical Modelling, 9(11), 837-848. Doi:

Hayes, R. H., Wheelwright, S. C. (1979). Link manufacturing process and product life cycles. Harvard Business Review, 133-140. Doi: 10.1002/9780470618813.app3

Holweg, M. (2006). The genealogy of lean production. Journal of Operation Management, 25(2), 420-437. Doi:

Hu, S. J., Ko, J., Weyand, L. Elmaraghy, H. A. Lien, T. K. Koren, Y., Bley, H., Chryssolouris, G., Nasr, N., Shpitalni, M. (2011). Assembly system design and operations for product variety. CIRP Annals - Manufacturing Technology, 60(2), 715–733. Doi:

Jeyaraman, K., Kee Leo, L. (2010). A conceptual framework for critical success factors of lean six sigma. International Journal of Lean Six Sigma. 1, 191-215. Doi:

Kara, S., & Kayis, B. (2004). Manufacturing flexibility and variability: An overview. Journal of Manufacturing Technology Management, 15(6), 466-478. Doi:

Kerbache, L., Van Delft, C. (2014). Efficient purchaser incentive when dealing with suppliers implementing continuous improvements plans. International Transactions in Operations Research, 21, 673-701. Doi: 10.1111/itor.12059

Kwiesielewicz, M., van Uden, E. (2003). Ranking decision variants by subjective paired comparisons in cases with incomplete data. In: V. Kumar (Ed.), et al., Computational Science and Its Applications–ICCSA 2003, Lecture Notes in Computer Science, 2669, Springer-Verlag, Berlin/Heidelberg, 208–215. Doi: 10.1007/3-540-44842-X_22

Leeuw, S., Holweg, M., Williams, G. (2011). The impact of descentralized control on firm-level inventory. International Journal of Physical Distribution & Logistics Management, 41(5), 435-456. Doi:

MacCormack, A., Verganti, R., &Iansiti, M. (2001). Developing products on “Internet time”: The anatomy of a flexible development process. Management Science, 47(1), 133-152. Doi:

Modrak, V., Marton, D., &Bednar, S. (2015). The influence of mass customization strategy on configuration complexity of assembly systems. Conference of Intelligent Computation on Manufacturing Engineering (CIRP), 33, 538-543. Doi:

Naga, V. & Kodali, J.M. (2016). An empirical study for implementation of lean principles in Indian manufacturing industry. Benchmarking: An International Journal, 23(1),183-207.Doi:

Powell, D. (2013). ERP Systems in lean production: New Insights from a review of lean and ERP literature. International Journal of Operations & Production Management, 33(11/13), 1490-1510. Doi:

Riesenbeck, H., Herrmann, A., Heitmann, M., Algesheimer, R. (2006). An approach to profit-maximizing product design on the basis of the platform concept. International Journal of Quality & Reliability Management, 23(7), 788-806. Doi:

Saaty, T.L. (1980). The Analytic Hierarchy Process. New York, NY: McGraw-Hill. Doi:

Salgado, E. G., Salomon, V. A. P., Carlos H. P. Mello, C. H. P. (2012). Analytic Hierarchy prioritization of new product development activities for electronics manufacturing. International Journal of Production Research, 50(17), 4860-4866. Doi:

Slack, N. (2005). The flexibility of manufacturing systems. International Journal of Operations & Production Management, 25(12), 1190-1200.

Smith, S., Smith, G.C., Jiao, R., & Chu, C. (2013). Mass customization in the product life cycle. Journal of Intelligent Manufacturing, 24(5), 877-885. Doi:10.1007/s10845-012-0691-0

Swink, M., Melnyk, S. A., Cooper, M. B., & Hartley, J. L (2013). Managing operations across the supply chain 2nd. ed., McGraw Hill.

Wahab, M.I. M., Wu, D. & Lee, C. (2008). A generic approach to measuring the machine flexibility of manufacturing systems. European Journal of Operational Research, 186, 137–149. Doi:

Wang, R., Zhang, T., Ying, S. (2007). Analysis of supply chain contract on supplier flexibility. International Conference on Management Science & Engineering. Doi: 10.1109/ICMSE.2007.4421915 Doi: 10.1109/ICMSE.2007.4421915

Wedley. W.C. (1993). Consistency prediction for incomplete AHP matrices. Mathematical and Computer Modelling, 17(4–5), 151-161. Doi:

Wee, H.M., We, S. (2009). Lean supply chain and its effect on product cost and quality: a case study on Ford Motor Company. Supply Chain Management: an International Journal,14/15, 335-341. Doi:

Witell, L., Gustafsson, A., Johnson, M. (2014). The effect of customer information during new product development on profits from goods and services. European Journal of Marketing, 48(9), 1709-1730.