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Bargaining on supply chain networks with heterogeneous valuations

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Abstract

In this paper, we generalize the two-sided bargaining model which is developed in Manea (Am Econ Rev 101(5):2042–2080, 2011) to analyse the trade dynamics in supply chains. No further restrictions on the network structure are imposed. Both buyers and sellers can assume the role of a proposer in the bargaining game. Any finite number of buyers and sellers is allowed. More importantly, valuations of the buyers are heterogeneous. This generalized model allows us to investigate the impact of network structure and the heterogeneous pie size (resulting from heterogeneous valuations) on the equilibrium in full generality which is lack in the existing supply chain literature.

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Notes

  1. Choi (1991), Lariviere and Porteus (2001), Cachon and Lariviere (2001), Bernstein and Federgruen (2003), Gerchak and Wang (2003, 2004), Wang (2006), Perakis and Roels (2007), Song et al. (2008), Adida and DeMiguel (2011), Huang et al. (2014) and David and Adida (2015) are some papers adopting Stackelberg modelling approach.

  2. Manea (2011) explores the influence of the network structure on the bargaining outcome with homogeneous agents. He shows that the bargaining power of a player does not depend only on the number of links he has and his position in the network but also his neighbours’ positions.

  3. Rubinstein (1982) and Rubinstein and Wolinsky (1985) are pioneering papers of non-cooperative bargaining literature.

  4. The replacement of the players in the agreement pair with their clones makes the model stationary. This modelling assumption is followed by Gale (1987), Manea (2011), Polanski and Lazarova (2015) and Nguyen (2012).

  5. In our game, a player may strategically prefer not to trade with some of his neighbours since engaging in a trade with them may lower his payoff. Hence, the valuations of the buyers may change the links at which trade occurs in equilibrium and may provide advantage or disadvantage to a player.

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Acknowledgements

I would like to thank to my Ph.D. supervisor Emin Karagözoğlu, Tarık Kara and Çağrı Sağlam for fruitful discussions and valuable comments.

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Correspondence to Elif Özcan-Tok.

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Appendix

Appendix

Proof of Lemma 1

Without loss of generality, suppose that \(\max \{\omega _{1}, \omega _{2}, \omega _{3}, \omega _{4} \} = \omega _{1}\). Hence,

$$\begin{aligned} |\max \{ \omega _{1}, \omega _{2} \} - \max \{ \omega _{3}, \omega _{4} \} | \le \omega _{1} - \omega _{3} = |\omega _{1} - \omega _{3}| \le \max \{ |\omega _{1} - \omega _{3}|,|\omega _{2} - \omega _{4}| \}. \end{aligned}$$

\(\square \)

Proof of Lemma 2

By the definition of contraction mapping, we need to prove that

$$\begin{aligned} \forall u,w \in [0,1]^{n}: \, \Vert f^{\delta }(u) - f^{\delta }(w) \Vert \le \delta \Vert u - w \Vert , \end{aligned}$$

which means for all \(k \in S \cup B\), \(|f_{k}^{\delta }(u) - f_{k}^{\delta }(w)| \le \delta \Vert u - w \Vert \).

Without loss of generality, we prove the above inequality for all \(s \in S\). This inequality can be easily shown for any buyer \(b \in B\).

$$\begin{aligned}&\Vert f_{s}^{\delta }(u) - f_{s}^{\delta }(w)| \\&\quad = \Bigg |\Bigg (1-\sum \limits _{\{b|(s,b) \in G\}} \dfrac{p_{sb}}{2}\Bigg ) \delta (u_{s} - w_{s}) + \sum \limits _{\{b|(s,b) \in G\}} \dfrac{p_{sb}}{2} (\max \{ v_{b} - \delta u_{b} , \delta u_{s} \}\\&\qquad - \max \{ v_{b} - \delta w_{b} , \delta w_{s} \}) \Bigg | \\&\quad \le \Bigg |\Bigg (1-\sum \limits _{\{b|(s,b) \in G\}} \dfrac{p_{sb}}{2}\Bigg ) \delta (u_{s} - w_{s})| + \sum \limits _{\{b|(s,b) \in G\}} \dfrac{p_{sb}}{2} \delta (\max \{ | u_{b} - w_{b} |, | u_{s} - w_{s} |\}) \Bigg | \\&\quad \le \Bigg (1-\sum \limits _{\{b|(s,b) \in G\}} \dfrac{p_{sb}}{2}\Bigg ) \delta \Vert u-w\Vert + \sum \limits _{\{b|(s,b) \in G\}} \dfrac{p_{sb}}{2} \delta \Vert u-w\Vert \\&\quad = \delta \Vert u - w \Vert , \end{aligned}$$

implying that the function \(f^{\delta }\) is a contraction mapping. Hence, the function has a unique fixed point. \(\square \)

Proof of Lemma 3

\((s,b) \in G^{*\delta }\) means that that s and b are connected and \(\max \{ v_{b} - \delta u_{s}^{*\delta }, \delta u_{b}^{*\delta } \} = v_{b} - \delta u_{s}^{*\delta }\). Since \(u^{*\delta }\) is the fixed point of \(f^{\delta }\), \(u^{*\delta }\) is the solution of the following linear equations system

$$\begin{aligned} u_{s}&= \Bigg (1-\sum \limits _{\{b|(s,b) \in G^{*\delta }\}} \dfrac{p_{sb}}{2}\Bigg ) \delta u_{s} + \sum \limits _{\{b|(s,b) \in G^{*\delta }\}} \dfrac{p_{sb}}{2} (v_{b} - \delta u_{b} ), \,\, \forall s \in S \\ u_{b}&= \Bigg (1-\sum \limits _{\{ s|(s,b) \in G^{*\delta }\}} \dfrac{p_{sb}}{2}\Bigg ) \delta u_{b} + \sum \limits _{\{s|(s,b) \in G^{*\delta }\}} \dfrac{p_{sb}}{2} (v_{b} - \delta u_{s} ), \,\, \forall b \in B. \end{aligned}$$

Take any non-empty subnetwork H of G and define a mapping \(h^{\delta , H}: {\mathbb {R}}^{n} \rightarrow {\mathbb {R}}^{n}\) such that for each \(s \in S\) and \(b \in B\),

$$\begin{aligned} h_{s}^{\delta , H}(u)= & {} \Bigg (1-\sum \limits _{\{b|(s,b) \in H\}} \dfrac{p_{sb}}{2}\Bigg ) \delta u_{s} + \sum \limits _{\{b|(s,b) \in H\}} \dfrac{p_{sb}}{2} (v_{b} - \delta u_{b} ), \, \forall s \in S \nonumber \\ h_{b}^{\delta , H}(u)= & {} \Bigg (1-\sum \limits _{\{ s|(s,b) \in H\}} \dfrac{p_{sb}}{2}\Bigg ) \delta u_{b} + \sum \limits _{\{s|(s,b) \in H\}} \dfrac{p_{sb}}{2} (v_{b} - \delta u_{s} ), \, \forall b \in B. \end{aligned}$$
(9)

\(h^{\delta , H}\) is a contraction mapping. All equations in the system (9) are linear functions of \(\delta \), implying that for each \(k \in S \cup B\), \(u_{k}^{\delta , H}\) is given by the Cramer’s rule

$$\begin{aligned} u_{k}^{\delta , H} = \dfrac{P_{k}^{H}(\delta )}{Q_{k}^{H}(\delta )}, \end{aligned}$$
(10)

where \(P_{k}^{H}\) and \(Q_{k}^{H}\) are polynomials in \(\delta \). Since the linear system in (10) is non-singular, \(Q_{k}^{H}(\delta ) \ne 0\) for all \(\delta \in (0,1)\) and for all non-empty subnetworks H of G.

Take any \(s \in S\), \(b \in B\) and any non-empty subnetwork H of G. \(\delta (u_{s}^{\delta , H} + u_{b}^{\delta , H}) = v_{b} \) is equivalent to

$$\begin{aligned} v_{b} = \delta \left ( \dfrac{P_{s}^{H}(\delta )}{Q_{s}^{H}(\delta )} + \dfrac{P_{b}^{H}(\delta )}{Q_{b}^{H}(\delta )} \right ). \end{aligned}$$

Since the equation above is valid for all \(\delta \in (0,1)\), it holds also for \(\delta = 1/3\). Rewriting the equation for this specific value of \(\delta \), we have

$$\begin{aligned} 3v_{b} = u_{s}^{1/3,H} + u_{b}^{1/3,H}, \end{aligned}$$

which contradicts with for all \(k \in S \cup B\), \(u_{k}^{1/3,H} \le v_{b}\). It follows that for all (sbH) the statement \(\delta (u_{s}^{1/3,H} + u_{b}^{1/3,H}) = v_{b}\) holds for a finite set of solutions \(\delta \), which concludes the proof. \(\square \)

Proof of Lemma 4

Take any link \((s,b) \in G\). \((s,b) \in G \backslash G^{*}\) implies that for all \(\delta > {\underline{\delta }}\) (\({\underline{\delta }}\) is determined in Theorem 2),

$$\begin{aligned} \delta (u_{s}^{*\delta } + u_{b}^{*\delta }) > v_{b}. \end{aligned}$$
(11)

If the link (sb) is involved in the limit equilibrium agreement network \(G^{*}\), then for all \(\delta > {\underline{\delta }}\),

$$\begin{aligned} u_{s}^{*\delta }&= \Bigg (1-\sum \limits _{\{b|(s,b) \in G\}} \dfrac{p_{sb}}{2}\Bigg ) \delta u_{s}^{*\delta } + \sum \limits _{\{b|(s,b) \in G\}} \dfrac{p_{sb}}{2} ( v_{b} - \delta u_{b}^{*\delta } ) \\ u_{b}^{*\delta }&= \Bigg (1-\sum \limits _{\{s|(s,b) \in G\}} \dfrac{p_{sb}}{2}\Bigg ) \delta u_{b}^{*\delta } + \sum \limits _{\{s|(s,b) \in G\}} \dfrac{p_{sb}}{2} (v_{b} - \delta u_{s}^{*\delta } ). \end{aligned}$$

Since for all \(k \ne s \in S\) with \((k,b) \in G^{*}\), \(v_{b} - \delta u_{k}^{*\delta } \ge \delta u_{b}^{*\delta }\) and for all \(l \ne b \in B\) with \((s,l) \in G^{*}\), \(v_{l} - \delta u_{l}^{*\delta } \ge \delta u_{s}^{*\delta }\) we obtain

$$\begin{aligned} u_{s}^{*\delta }\ge & {} \Bigg (1-\dfrac{p_{sb}}{2}\Bigg ) \delta u_{s}^{*\delta } + \dfrac{p_{sb}}{2} ( v_{b} - \delta u_{b}^{*\delta } ) \nonumber \\ u_{b}^{*\delta }\ge & {} \Bigg (1-\dfrac{p_{sb}}{2}\Bigg ) \delta u_{b}^{*\delta } + \dfrac{p_{sb}}{2} (v_{b} - \delta u_{s}^{*\delta } ). \end{aligned}$$
(12)

As \(\delta \rightarrow 1\), by (11), we have \(u_{s}^{*} + u_{b}^{*} \ge v_{b}\) for all \((s,b) \in G \backslash G^{*}\). And from (11) and (12), for all \((s,b) \in G^{*}\), \(u_{s}^{*} + u_{b}^{*} = v_{b}\). \(\square \)

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Özcan-Tok, E. Bargaining on supply chain networks with heterogeneous valuations. TOP 28, 506–525 (2020). https://doi.org/10.1007/s11750-020-00540-7

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