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Managing a product family under stochastic technological changes

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  • Liu, Heng
  • Özer, Özalp

Abstract

This paper characterize a decision framework by which a firm can manage generational product replacements under stochastic technological changes. First, we characterize an optimal threshold-based product replacement policy that maximizes the firm's expected total profit for a finite planning horizon. With this policy, the firm should optimally replace its current product when the performance gap of the product is above a threshold. Upon each product replacement, we also show that the firm should adopt the latest technology for the new product. Second, using stochastic ordering concepts, we quantify the negative impact from the accelerated technological changes on the expected total profit. Finally, we provide an analytical example based on a consumer choice model and characterize a technology follower's joint product replacement and pricing decisions upon the arrival of each innovation from a technology leader.

Suggested Citation

  • Liu, Heng & Özer, Özalp, 2009. "Managing a product family under stochastic technological changes," International Journal of Production Economics, Elsevier, vol. 122(2), pages 567-580, December.
    • Handle: RePEc:eee:proeco:v:122:y:2009:i:2:p:567-580
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    References listed on IDEAS

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    1. Rosenberg, Nathan, 1976. "On Technological Expectations," Economic Journal, Royal Economic Society, vol. 86(343), pages 523-535, September.
    2. Balcer, Yves & Lippman, Steven A., 1984. "Technological expectations and adoption of improved technology," Journal of Economic Theory, Elsevier, vol. 34(2), pages 292-318, December.
    3. Sanderson, Susan & Uzumeri, Mustafa, 1995. "Managing product families: The case of the Sony Walkman," Research Policy, Elsevier, vol. 24(5), pages 761-782, September.
    4. Kathy A. Paulson Gjerde & Susan A. Slotnick & Matthew J. Sobel, 2002. "New Product Innovation with Multiple Features and Technology Constraints," Management Science, INFORMS, vol. 48(10), pages 1268-1284, October.
    5. Uzumeri, Mustafa & Sanderson, Susan, 1995. "A framework for model and product family competition," Research Policy, Elsevier, vol. 24(4), pages 583-607, July.
    6. Elie Ofek & V. Srinivasan, 2002. "How Much Does the Market Value an Improvement in a Product Attribute?," Marketing Science, INFORMS, vol. 21(4), pages 398-411, June.
    7. Chambers, Chester, 2004. "Technological advancement, learning, and the adoption of new technology," European Journal of Operational Research, Elsevier, vol. 152(1), pages 226-247, January.
    8. Garrett van Ryzin & Siddharth Mahajan, 1999. "On the Relationship Between Inventory Costs and Variety Benefits in Retail Assortments," Management Science, INFORMS, vol. 45(11), pages 1496-1509, November.
    9. V. Krishnan & Rahul Singh & Devanath Tirupati, 1999. "A Model-Based Approach for Planning and Developing a Family of Technology-Based Products," Manufacturing & Service Operations Management, INFORMS, vol. 1(2), pages 132-156.
    10. Kornish, Laura J., 1999. "On Optimal Replacement Thresholds with Technological Expectations," Journal of Economic Theory, Elsevier, vol. 89(2), pages 261-266, December.
    11. Morris A. Cohen & Jehoshua Eliasberg & Teck-Hua Ho, 1996. "New Product Development: The Performance and Time-to-Market Tradeoff," Management Science, INFORMS, vol. 42(2), pages 173-186, February.
    12. R. Mark Krankel & Izak Duenyas & Roman Kapuscinski, 2006. "Timing Successive Product Introductions with Demand Diffusion and Stochastic Technology Improvement," Manufacturing & Service Operations Management, INFORMS, vol. 8(2), pages 119-135, June.
    13. Suresh K. Nair, 1995. "Modeling Strategic Investment Decisions Under Sequential Technological Change," Management Science, INFORMS, vol. 41(2), pages 282-297, February.
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    Cited by:

    1. Biswas, Sumana & Ali, Ismail & Chakrabortty, Ripon K. & Turan, Hasan Hüseyin & Elsawah, Sondoss & Ryan, Michael J., 2022. "Dynamic modeling for product family evolution combined with artificial neural network based forecasting model: A study of iPhone evolution," Technological Forecasting and Social Change, Elsevier, vol. 178(C).
    2. Nur Sunar & John R. Birge & Sinit Vitavasiri, 2019. "Optimal Dynamic Product Development and Launch for a Network of Customers," Operations Research, INFORMS, vol. 67(3), pages 770-790, May.
    3. Liao, Shuangqing & Seifert, Ralf W., 2015. "On the optimal frequency of multiple generation product introductions," European Journal of Operational Research, Elsevier, vol. 245(3), pages 805-814.

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