Modeling the Effect of Advertising and Subsidy Transfer in a Three-Level Channel Using Game Theory
Subject Areas : Game TheoryPeter Ezimadu 1 , Joshua Apanapudor 2 , Sophia Ezimadu 3
1 - Department of Mathematics, Delta State University, Abraka, Nigeria
2 - Department of Mathematics, Delta State University, Abraka, Nigeria
3 - Department of Mathematics, Delta State University, Abraka, Nigeria
Keywords: Supply Chain, Stackelberg game, Cooperative advertising, differential game, subsidy rate,
Abstract :
Most cooperative advertising works assume that subsidy is usually given directly to the retailer. This work addresses a three-level supply chain setting where advertising subsidy is transferable from the manufacturer to the retailer through the distributor, together with a situation where both the retailer and the distributor directly engage in advertising. The parties in the channel are considered to play an infinite horizon Stackelberg differential game with the manufacturer as the leader, and the distributor and the retailer as the first and the last followers respectively. The work studies the effect of subsidy on the players’ profits in a four-channel setting where both the manufacturer and the distributor do not subsidise advertising; the manufacturer’s provided retail subsidy is not transferred to the retailer; the distributor provides retail subsidy without the manufacturer’s involvement; and the distributor transfers the manufacturer’s provided subsidy to the retailer. It determines the players’ optimal advertising efforts, subsidy policies, and profits for the four channel settings. It also obtains the players’ appropriate subsidy limits. The work shows that the channel profits are best with the distributor’s participation, followed by transfer of subsidy setting, and worst with non-provision of subsidy by both manufacturer and distributor.
[1] A. Apornak, A. Keramati, Pricing and cooperative advertising decisions in a two-echelon dual-channel supply chain. International Journal of Operational Research, (2020), 39(3), 306-324.
[2] J. Zarei, M. Rasti-Barzoki, S. R. Hejazi, A game theoretic approach for integrated pricing, lot-sizing and advertising decisions in a dual-channel supply chain. International Journal of Operational Research, (2021), 40(3), 342-365.
[3] P. Guatam, A. Kishore, A. Khanna, C. K. Jaggi, Strategic defect management for a sustainable green supply chain. Journal of Cleaner Production, (2019), 233, 226-241.
[4] Priyamvada, P. Guatam, A. Khanna, An integrated inventory model for imperfect production system incorporating marketing decisions with an investment in preservation technology. International Journal of Services Operations and Informatics, (2021), 11(2/3), 280-299.
[5] Y. Liu, W. Ren, Q. Xu, Z. Liu, Decision analysis of supply chains considering corporate social responsibility and government subsidy under different channel power structures. Annals of Operations Research. (2021)
https://doi.org/10.1007/s10479-021-04213-x
[6] M. Altaher, O. Nomir, S. ElMougy, Intercepting a Superior Missile: Trajectory Optimization approach to a Pursuit-Evasion game, International Game Theory Review, (2020)
[7] A. Jean-Marie, M. Tidball, V. B. Lopez, The Stackelberg Games of Water Extraction with Myopic Agents, International Game Theory Review, (2021), 23(4), 2150023
[8] R. S. Perera, Transboundary Emission Under Stochastic Differential Game, International Game Theory Review, (2021), 23(1), 2050009
[9] B. Crettez, N. Hayek, A Dynamic Multi-Objective Duopoly Game with Environmentally Concerned Firms, International Game Theory Review, (2022), 24(1), 2150008
[10] P. E. Ezimadu, Cooperative advertising in a manufacturer-distributor-retailer supply chain. Transactions of the Nigerian Association of Mathematical Physics, (2016), 2, 205–216.
[11] Berger, P. D. Vertical cooperative advertising ventures. Journal of Marketing Research, (1972), 9(3), 309–312.
[12] R. P. Dant, P. D. Berger, Modeling cooperative advertising decisions in franchising. The Journal of Operational Research Society, (1996), 47(9), 1120–1136.
[13] M. Bergen, G. John, Understanding cooperative advertising participation rates in conventional channels. Journal Marketing Research, (1997), 34(3), 357–369.
[14] Z. Huang, S. X. Li, V. Mahajan, An analysis of manufacturer-retailer supply chain coordination in cooperative advertising. Decision Science, (2002), 33(3), 469–494.
[15] J. Xie, J. Wei, Coordinating advertising and pricing in a manufacturer-retailer channel. European Journal of Operational Research, (2009), 197(2),785–791.
[16] Y. He, Z. Liu, K. Usman, Coordination of cooperative advertising in a two-period fashion and textiles supply chain. Mathematical Problems in Engineering, (2014), http://dx.doi.org/10.1155/2014/356726.
[17] P. E. Ezimadu, A game-theoretic cooperative advertising model: the feasibility of the distributor’s involvement in a manufacturer-distributor-retailer channel. FUW Trends in Science and Technology Journal, (2019), 4(2), 416 – 421.
[18] P. E. Ezimadu, A Stackelberg game-theoretic cooperative advertising model: the effect of players’ strategies in a three-member channel. FUW Trends in Science and Technology Journal, (2019), 4(3), 939 – 945.
[19] S. Jorgensen, S. Taboubi, G. Zaccour, Retail promotions with negative brand image effects: Is cooperation possible? European Journal of Operational Research. (2003),150(2), 395–405.
[20] M. Nerlove, K. J. Arrow, Optimal advertising policy under dynamic conditions. Economica, (1962), 29, 129–142.
[21] S. P. Sethi, Deterministic and stochastic optimization of a dynamic advertising model. Optimal Control Applications and Methods, (1983), 4(2), 179–184.
[22] X. He, A. Prasad, S. P. Sethi, Cooperative advertising and pricing in a dynamic stochastic supply chain: feedback Stackelberg strategies. Production and Operations Management, (2009), 18(1), 78–94.
[23] X. He, A. Krshnamoorthy, A. Prasad, S. P. Sethi, Retail competition and cooperative advertising. Operations Research Letters, (2011), 39(1), 11–16.
[24] A. Chutani, S. P. Sethi, Cooperative advertising in a dynamic retail market oligopoly, Dynamic Games and Applications, (2012), 2(4), 347–375.
[25] A. Chutani, S. P. Sethi, A feedback Stackelberg game of cooperative advertising in a durable goods oligopoly. In: Haunschmied, J. Veliov, V. & Wrzaczek, S. (eds.) Dynamic Games in Economics. Dynamic Modeling and Econometrics in Economics and Finance, (2014), Vol 16. Springer, Berlin, Heidelberg.
[26] P. E. Ezimadu, C. R. Nwozo, Stochastic cooperative advertising in a manufacturer-retailer decentralized supply channel. Journal of Industrial Engineering International, (2017), 13, 1-12.
[27] P. E. Ezimadu, C. R. Nwozo, A manufacturer-retailers dynamic cooperative advertising with retail competition. International Journal of Operational Research, (2019), 34(1), 104–143.
[28] A. Chutani, S. P. Sethi, Dynamic cooperative advertising under manufacturer and retailer level competition. European Journal of Operational Research, (2018), 268(2), 635–652.
[29] Q. Tan, F. Yao, T. Li and B. Liu, Cooperative Advertising in Dual Channel Supply Chain System with Different Contracting Schemes, Mathematical Problems in Engineering, (2022), 3, 1-17
[30] H. Zeng, D. Jiang, Y. Li, Cooperative and non-cooperative green advertising in the low-carbon supply chain under monopoly or competitive market, sustainability 2022, 14, 1990. https://doi.org/10.3390/su14159190
[31] J. Li, X. Ji, Z. Chen, J. Wu, How cooperative advertising interacts with distributional contracts in a dual-channel system, RAIRO – Operations Research, (2022), 56, 1655-1684 https://doi.org/10.1051/ro/2022081
[32] B. Xie, W. Li, P. Jiang, X. Han, L. Qi , Cooperative advertising strategy selection problem for considering pricing and advertising decisions in a twoperiod online supply chain Mathematical Problems in Engineering, (2022), Article ID 8922589, 15 pages https://doi.org/10.1155/2022/8922589
[33] P. E. Ezimadu, A mathematical model of the effect of subsidy transfer in cooperative advertising using differential game theory. Journal of Industrial Engineering International, (2019). 15, 351–366.
[34] P. E. Ezimadu, Modelling cooperative advertising decisions in a manufacturer-distributor-retailer supply chain using game theory. Yugoslav Journal of Operations Research, (2020), 30(2), 147–176.
[35] P. K. Chintagunta, D. C. Jain, A dynamic model of channel member strategies for marketing expenditures. Marketing Science, (1992), 11(2), 168– 188.
[36] S. Jorgensen, S. P. Sigue, G. Zaccour, Dynamic cooperative advertising in a channel. Journal of Retailing, (2000), 76(1), 71–92.
[37] A. Prasad, S. P. Sethi, Competitive advertising under uncertainty: A stochastic differential game approach. Journal of Optimization Theory and Applications, (2004), 123(1), 163–185.
[38] G. M. Erickson, An oligopoly model of dynamic advertising competition. European Journal of Operational Research, (2009), 197(1), 374–388.
[39] F. M. Bass, A. Krishnamoorthy, A. Prasad, S. P. Sethi, Generic and brand advertising strategies in a dynamic duopoly. Marketing Science, (2005),24(4), 556–568.
[40] P. K. Chintagunta, D. C. Jain, Empirical analysis of a dynamic duopoly model of competition. Journal of Economics and Management Strategy, (1995), 4(1), 109–131.
[41] P. A. Naik, A. Prasad, S. P. Sethi, Building brand awareness in dynamic oligopoly markets. Management Science, (2008), 54(1), 129–138.
[42] G. Sorger, Competitive dynamic advertising: A modification of the case game. Journal of Economic Dynamics and Control, (1989), 13(1), 55–80.