Abstract
In many industries the pricing of a product over time can be used to manage demand for the product. Lead time, or promised delivery time is often a significant factor in price negotiations. However, the production planning literature has largely treated pricing decisions as exogeneous while focusing on the allocation of production capacity between products over time. On the other hand, the marketing literature has generally ignored the effects of capacity constraints and focused on the effects of pricing.
In this paper, we begin by reviewing the existing literature on integrative production-marketing research, focusing on those models that consider lead times and capacity. We suggest a number of directions for future research that take advantage of recent developments in production planning models, as well as explicit modeling of feedback loops governing key parameters, which suggest a broader view of the problem.
Similar content being viewed by others
References
Abad, P. L. (1982). Approach to decentralized marketing-production planning. International Journal of Systems Science, 13(3), 227–235.
Asmundsson, J. M., Rardin, R. L., & Uzsoy, R. (2006). Tractable nonlinear production planning models for semiconductor wafer fabrication facilities. IEEE Transactions on Semiconductor Manufacturing, 19, 95–111.
Banker, R. D., Datar, S., & Kekre, S. (1986). Relevant costs, congestion and stochasticity in production environments. Journal of Accounting and Economics, 10, 171–197.
Bergstrom, G. L., & Smith, B. E. (1970). Multi-item production planning—an extension of the HMMS rules. Management Science, 16(10), B614–B629.
Boyaci, T., & Ray, S. (2003). Product differentiation and capacity cost interaction in time and price sensitive markets. Manufacturing and Service Operations Management, 5(1), 18–36.
Cachon, G. (2004). Supply chain coordination with contracts. In Handbooks in operations research and management science: Supply chain management. Amsterdam: North-Holland.
Chan, L. M. A., Shen, Z. J. M., Simchi-Levi, D., & Swann, J. L. (2004). Coordination of pricing and inventory decisions: A survey and classification. In D. Simchi-Levi, S. D. Wu, & Z.-J. M. Shen (Eds.), Handbook of quantitative supply chain analysis: modeling in the E-business era (pp. 335–392). Dordrecht: Kluwer Academic.
Charnsirisakskul, K., Griffin, P., & Keskinocak, P. (2004). Order selection and scheduling with leadtime flexibility. IIE Transactions, 36, 697–707.
Charnsirisakskul, K., Griffin, P., & Keskinocak, P. (2006). Pricing and scheduling decisions with leadtime flexibility. European Journal of Operational Research, 171(1), 153–169.
Chatterjee, S., Slotnick, S. A., & Sobel, M. J. (2002). Delivery guarantees and the interdependence of marketing and operations. Production and Operations Management, 11(3), 393–410.
Chen, M., & Chu, M. (2003). The analysis of optimal control model in matching problem between manufacturing and marketing. European Journal of Operational Research, 150, 293–303.
Damon, W. W., & Schramm, R. (1972). A simultaneous decision model for production, marketing and finance. Management Science, 19(2), 161–172.
Deng, S., & Yano, C. A. (2006). Joint production and pricing decisions with setup costs and capacity constraints. Management Science, 52(5), 741–756.
Donohue, K. L. (1994). The economics of capacity and marketing measures in a simple manufacturing environment. Production and Operations Management, 3(2), 78–99.
Duran, S., Gulcu, A., Keskinocak, P., & Swann, J. (2005). Quoting customer lead times when the demand depends on service. In MSOM Conference.
Easton, F. F., & Moodie, D. R. (1999). Pricing and lead time decisions for make-to-order firms with contingent orders. European Journal of Operational Research, 116, 305–318.
Elhafsi, M. (2000). An operational decision model for lead-time and price quotation in congested manufacturing systems. European Journal of Operational Research, 126, 355–370.
Elhafsi, M., & Rolland, E. (1999). Negotiating price/delivery date in a stochastic manufacturing environment. IIE Transactions, 31, 255–270.
Eliashberg, J., & Steinberg, R. (1991). Marketing-production joint decision-making. In J. Eliashberg & J. D. Lilien (Eds.), Management science in marketing. Handbooks in operations research and management science (pp. 827–880). Amsterdam: North-Holland.
Feichtinger, G., & Hartl, R. (1985). Optimal pricing and production in an inventory model. European Journal of Operational Research, 19, 45–56.
Freeland, J. R. (1980). Coordination strategies for production and marketing in a functionally decentralized firm. AIIE Transactions, 12(2), 126–132.
Gaimon, C. (1988). Simultaneous and dynamic price, production, inventory and capacity decisions. European Journal of Operational Research, 35, 426–441.
Gilbert, S. M. (1999). Coordination of pricing and multi-period production for constant priced goods. European Journal of Operational Research, 114, 330–337.
Gilbert, S. M. (2000). Coordination of pricing and multi-period production across multiple constant priced goods. Management Science, 46(12), 1602–1616.
Holt, C. C., Modigliani, F., Muth, J. F., & Simon, H. A. (1960). Planning production, inventories and work force. Englewood Cliffs: Prentice Hall.
Hopp, W., & Spearman, M. L. (2001). Factory physics. Boston: Irwin.
Johnson, L. A., & Montgomery, D. C. (1974). Operations research in production planning, scheduling and inventory control. New York: Wiley.
Karmarkar, U. S. (1996). Integrative research in marketing and operations management. Journal of Marketing Research, 33, 125–133.
Karmarkar, U. S., & Lele, M. M. (2004). The marketing-manufacturing interface: Strategic issues. In A. Charkarvarty & J. Eliashberg (Eds.), Managing business interfaces: Marketing, engineering and manufacturing perspectives (pp. 311–328). Dordrecht: Kluwer Academic.
Keskinocak, P., & Tayur, S. (2004). Due-date management policies. In D. Simchi-Levi, S. D. Wu, & Z. M. Shen (Eds.), Handbook of quantitative supply chain analysis: modeling in the E-business era. Dordrecht: Kluwer Academic.
Kim, D., & Lee, W. J. (1998a). Optimal coordination strategies for production and marketing decisions. Operations Research Letters, 22, 41–47.
Kim, D., & Lee, W. J. (1998b). Optimal joint pricing and lot sizing with fixed and variable capacity. European Journal of Operational Research, 109, 212–227.
Lariviere, M. (1999). Supply chain contracting and coordination with stochastic demand. In S. Tayur, R. Ganeshan, & M. Magazine (Eds.), Quantitative models for supply chain management. Dordrecht: Kluwer Academic.
Lederer, P. J., & Li, L. (1999). Pricing, production, scheduling and lead time competition. Operations Research, 45(3), 407–420.
Lee, W. J., & Lee, K. C. (1999a). A meta decision support systems approach to coordinating production/marketing decisions. Decision Support Systems, 25, 239–250.
Lee, W. J., & Lee, K. C. (1999b). Promise: A distributed DDS approach to coordinating production and marketing decisions. Computers and Operations Research, 26, 901–920.
Leitch, R. A. (1974). Marketing strategy and the optimal production schedule. Management Science, 21(3), 302–312.
Li, L., & Lee, Y. S. (1994). Pricing and delivery-time performance in a competitive environment. Management Science, 40(5), 633–646.
Montgomery, D. B., & Hausman, W. H. (1986). Managing the marketing/manufacturing interface. Gestion 2000: Management and Perspective, 5, 69–85.
Morton, T. E., & Singh, M. R. (1988). Implicit costs and prices for resources with busy periods. Journal of Manufacturing and Operations Management, 1, 305–332.
Morton, T. E., Lawrence, S. R., Rajagopalan, S., & Kekre, S. (1988). Sched-star: A price-based shop scheduling module. Journal of Manufacturing and Operations Management, 1, 131–181.
Ozkaya, B., & Keskinocak, P. (2006). A model on dynamic decentralized price and lead time quotation (Working Paper). Atlanta, GA, School of Industrial and Systems Engineering, Georgia Institute of Technology.
Pahl, J., Voss, S., & Woodruff, D. L. (2005). Production planning with load dependent lead times. 4OR: A Quarterly Journal of Operations Research, 3, 257–302.
Palaka, K., Erlebacher, S., & Kropp, D. H. (1998). Lead-time setting capacity utilization, and pricing decisions under lead-time dependent demand. IIE Transactions, 30, 151–163.
Pekelman, D. (1974). Simultaneous price-production decisions. Operations Research, 22(4), 788–794.
Pekelman, D. (1975). Production smoothing with fluctuating price. Management Science, 21(5), 576–590.
Ray, S., & Jewkes, E. M. (2004). Customer lead time management when both demand and price are lead time sensitive. European Journal of Operational Research, 153, 769–781.
Shapiro, B. P. (1977). Can manufacturing and marketing coexist? Harvard Business Review, 55, 104–114.
So, K. C. (2000). Price and time competition for service delivery. Manufacturing and Service Operations Management, 2(4), 392–409.
So, K. C., & Song, J.-S. (1998). Price, delivery time guarantees and capacity selection. European Journal of Operational Research, 111, 28–49.
Sogomonian, A. G., & Tang, C. S. (1993). A modeling framework for coordinating promotion and production decisions within a firm. Management Science, 39(2), 191–203.
Sterman, J. D. (2000). Business dynamics: Systems thinking and modeling for a complex world. New York: McGraw-Hill.
Swann, J. L. (2001). Dynamic pricing models to improve supply chain performance. Department of Industrial Engineering and Management Sciences. Evanston, IL 60601, Northwestern University.
Thomas, L. J. (1970). Price-production decisions with deterministic demand. Management Science, 16(11), 747–750.
Thomas, L. J. (1971). Linear programming models for production advertising decisions. Management Science, 17(8), B474–B484.
Thomas, L. J. (1974). Price-production decisions with random demand. Operations Research, 22(3), 513–518.
Thompson, G. L., Sethi, S. P., & Teng, T. J. (1984). Strong planning and forecast horizons for a model with simultaneous price and production decisions. European Journal of Operational Research, 16, 378–388.
Tuite, M. F. (1968). Merging marketing strategy selection and production scheduling: A higher order optimum. Journal of Industrial Engineering, 19(2), 76–84.
Upasani, A., & Uzsoy, R. (2006). Integrated production planning and pricing decisions in congestion-prone capacitated production systems (Research Report). Laboratory for Extended Enterprises at Purdue. West Lafayette, IN, School of Industrial Engineering, Purdue University.
Vanthienen, L. G. (1975). Simultaneous price-production decision making with production adjustment costs. In TIMS XX international meeting.
Vidale, M. L., & Wolfe, H. B. (1957). An operations research study of sales response to advertising. Operations Research, 5(3), 370–381.
Wagner, H. M., & Whitin, T. M. (1958). Dynamic version of the economic lot size model dynamic version of the economic lot size model. Management Science, 5, 89–96.
Webster, S. (2002). Dynamic pricing and lead time policies for make to order systems. Decision Sciences, 33(4), 579–599.
Yano, C. A., & Gilbert, S. M. (2003). Coordinated pricing and production/procurement decisions: A review. In A. Charkarvarty & J. Eliashberg (Eds.), Managing business interfaces: Marketing, engineering and manufacturing perspectives (pp. 65–103). Dordrecht: Kluwer Academic.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Upasani, A., Uzsoy, R. Incorporating manufacturing lead times in joint production-marketing models: A review and some future directions. Ann Oper Res 161, 171–188 (2008). https://doi.org/10.1007/s10479-007-0294-x
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10479-007-0294-x