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Integrating efforts for product development and market penetration

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  • Demirci, Ece Zeliha
  • Erkip, Nesim

Abstract

In this paper, we build a decision model to explore an innovative firm’s budget allocation problem, which needs to be solved for each successive generation of a product. The firm introduces the product to the market through a distributor while aiming to maximize the market potential. This goal can be achieved by investing in R&D and increasing availability using subsidies registered to the distributor. We analyze the problem using a game theoretical model and provide a guideline for the funding strategy. We show that the optimal budget allocation decision is characterized by two budget thresholds and a threshold on the cost efficiency of R&D. We identify and analyze the effects of two significant parameters, total available budget and efficiency level of R&D, on the optimal solution. In addition, we assess the model’s applicability by examining the expected excess budget requirement and the distributor’s expected profit. We provide valuable managerial insights on when and how to prioritize the two components of the budget.

Suggested Citation

  • Demirci, Ece Zeliha & Erkip, Nesim, 2024. "Integrating efforts for product development and market penetration," European Journal of Operational Research, Elsevier, vol. 312(3), pages 927-937.
    • Handle: RePEc:eee:ejores:v:312:y:2024:i:3:p:927-937
    DOI: 10.1016/j.ejor.2023.07.017
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    as
    1. Foucart, Renaud & Wan, Cheng & Wang, Shidong, 2018. "Innovations and technological comebacks," International Journal of Research in Marketing, Elsevier, vol. 35(1), pages 1-14.
    2. Ilan Lobel & Jigar Patel & Gustavo Vulcano & Jiawei Zhang, 2016. "Optimizing Product Launches in the Presence of Strategic Consumers," Management Science, INFORMS, vol. 62(6), pages 1778-1799, June.
    3. Hagspiel, Verena & Huisman, Kuno J.M. & Kort, Peter M. & Lavrutich, Maria N. & Nunes, Cláudia & Pimentel, Rita, 2020. "Technology adoption in a declining market," European Journal of Operational Research, Elsevier, vol. 285(1), pages 380-392.
    4. Farzin, Y. H. & Huisman, K. J. M. & Kort, P. M., 1998. "Optimal timing of technology adoption," Journal of Economic Dynamics and Control, Elsevier, vol. 22(5), pages 779-799, May.
    5. Impullitti, Giammario & Akcigit, Ufuk & Ates, Sina T., 2018. "Innovation and Trade Policy in a Globalized World," CEPR Discussion Papers 15804, C.E.P.R. Discussion Papers.
    6. Junghee Lee & Vish Krishnan & Hyoduk Shin, 2020. "Business Models for Technology-Intensive Supply Chains," Management Science, INFORMS, vol. 66(5), pages 2120-2139, May.
    7. Zhiling Guo & Jianqing Chen, 2018. "Multigeneration Product Diffusion in the Presence of Strategic Consumers," Information Systems Research, INFORMS, vol. 29(1), pages 206-224, March.
    8. Demirci, Ece Zeliha & Erkip, Nesim K., 2017. "Designing an intervention strategy for public-interest goods: The California electric vehicle market case," Omega, Elsevier, vol. 69(C), pages 53-69.
    9. Mohan V. Tatikonda & Mitzi M. Montoya-Weiss, 2001. "Integrating Operations and Marketing Perspectives of Product Innovation: The Influence of Organizational Process Factors and Capabilities on Development Performance," Management Science, INFORMS, vol. 47(1), pages 151-172, January.
    10. Sunil Kumar & Jayashankar M. Swaminathan, 2003. "Diffusion of Innovations Under Supply Constraints," Operations Research, INFORMS, vol. 51(6), pages 866-879, December.
    11. 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.
    12. Wang, Jingqi & Shin, Hyoduk & Zhou, Qin, 2021. "The optimal investment decision for an innovative supplier in a supply chain," European Journal of Operational Research, Elsevier, vol. 292(3), pages 967-979.
    13. Aydin, Ayhan & Parker, Rodney P., 2018. "Innovation and technology diffusion in competitive supply chains," European Journal of Operational Research, Elsevier, vol. 265(3), pages 1102-1114.
    14. Lin, Ping & Saggi, Kamal, 2002. "Product differentiation, process R&D, and the nature of market competition," European Economic Review, Elsevier, vol. 46(1), pages 201-211, January.
    15. Jeremy Hutchison-Krupat & Stylianos Kavadias, 2015. "Strategic Resource Allocation: Top-Down, Bottom-Up, and the Value of Strategic Buckets," Management Science, INFORMS, vol. 61(2), pages 391-412, February.
    16. Raul O. Chao & Stylianos Kavadias, 2008. "A Theoretical Framework for Managing the New Product Development Portfolio: When and How to Use Strategic Buckets," Management Science, INFORMS, vol. 54(5), pages 907-921, May.
    17. Raul O. Chao & Stylianos Kavadias & Cheryl Gaimon, 2009. "Revenue Driven Resource Allocation: Funding Authority, Incentives, and New Product Development Portfolio Management," Management Science, INFORMS, vol. 55(9), pages 1556-1569, September.
    18. Hao, Zhaowei & Qi, Wei & Gong, Tianxiao & Chen, Lihua & Shen, Zuo-Jun Max, 2019. "Innovation uncertainty, new product press timing and strategic consumers," Omega, Elsevier, vol. 89(C), pages 122-135.
    19. Fei Gao & Shiliang Cui & Morris Cohen, 2021. "Performance, Reliability, or Time‐to‐Market? Innovative Product Development and the Impact of Government Regulation," Production and Operations Management, Production and Operations Management Society, vol. 30(1), pages 253-275, January.
    20. Jean Tirole, 1988. "The Theory of Industrial Organization," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262200716, December.
    21. Mark S. Zschocke & Benny Mantin & Elizabeth M. Jewkes, 2014. "The Effect of Competition on R&D Portfolio Investments," Production and Operations Management, Production and Operations Management Society, vol. 23(8), pages 1439-1449, August.
    22. Hagspiel, Verena & Huisman, Kuno J.M. & Nunes, Clàudia, 2015. "Optimal technology adoption when the arrival rate of new technologies changes," European Journal of Operational Research, Elsevier, vol. 243(3), pages 897-911.
    23. Kahn, Kenneth B., 2018. "Understanding innovation," Business Horizons, Elsevier, vol. 61(3), pages 453-460.
    24. Benoît Colson & Patrice Marcotte & Gilles Savard, 2007. "An overview of bilevel optimization," Annals of Operations Research, Springer, vol. 153(1), pages 235-256, September.
    25. 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.
    26. 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.
    27. Sima Sabahi & Mahour M. Parast, 2023. "An operations and supply chain management perspective to product innovation," Operations Management Research, Springer, vol. 16(2), pages 808-829, June.
    28. 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.
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