Vertical collaboration in the semiconductor industry: A decision framework for supply chain relationships

https://doi.org/10.1016/j.cie.2011.10.017Get rights and content

Abstract

Vertical collaboration problem focuses on integrating and modeling the decision problems of the suppliers and buyers together with the market intermediary by identifying the inefficiencies in the traditional marketplace and aligning the incentives of members in the e-marketplace. The present work develops and solves real life e-marketplace models for complex buyers–suppliers procurement problems by estimating the order quantities in the collaborated supply chain. The newsvendor framework considers demand to be independent of the selling price as is generally the case in the semiconductor industry supply chain dealing with techno-savvy customers. The vertical collaboration process would be more effective if the length of the planning horizon and order size is considered as a negotiation parameter between the buyer and supplier. It is observed that the supplier’s expected profit function increases with the buyers’ ordering quantity, which is important in characterizing the general structure of the collaboration scheme of the supply chain.

Highlights

► This work models the expected cost of buyer–supplier collaborative relationships. ► Two parameters (T, Q) negotiation contract is proposed. ► A decision approach determines the nature of relationships.

Introduction

Due to globalization and sustained demand growth, the semiconductor industries are focusing more to sustain their customer base and to enhance revenue opportunities; so, they must manage successive technological innovations effectively (Cao and Zhang, 2011, Fabbe-Costes et al., 2011). The most ideal approach is to introduce high margin innovative products at the right time through optimal use of the resources and realignment of the supply chain members to adjust to this trend (Ku, Gurumurthy, & Kao, 2007). Due to rapid evolution and change of technology, the future semiconductor manufacturers must work collaboratively with its extended supply chain to bring about enhanced synchronization of procurement business functions (Wu et al., 2005, Flynn et al., 2010).

The collaborative activities include information sharing, joint relationship effort, and dedicated investments, which lead to improved customer satisfaction and supply chain performance (Nyaga, Whipple, & Lynch, 2010). The collaborative relationships, based on trust and commitment with their supply chain partners, are critical to achieve efficiencies, flexibility, and sustainable competitive advantage (Chen et al., 2011, Cao and Zhang, 2011, Panayides and Lun, 2009). This collaborative advantage is the strategic benefits gained over competitors in the marketplace through partner enabled inventory centralization and ordering, and supply chain partnering, which is the desired synergistic outcome (Cao & Zhang, 2010).

The semiconductor industry sector is characterized by a number of key and unique characteristics from the perspective of product features and the sector’s structure, where collaborative practices are developed in response to the economic pressures and customer requirement, driving the evolution of the chain and encourage greater horizontal and vertical coordination (Kapur, Peters, & Berman, 2003). With the objective of manufacturing and supplying a specific product or component, or locating new enterprises, all enterprises in the semiconductor manufacturing cooperate as synergetic unit to pursue for success (Zhang, Xu, & Wang, 2004).

The vertical collaboration problem in the semiconductor industry forms the basis of multi-echelon inventory theory, since it considers only two stock keeping locations, i.e., buyer and supplier. Classical works in multi-echelon inventory theory assume that these entities cooperate and hence solve their problems using a centralized approach (Goyal, 1976). This theory suggests integrating and modeling the decision problems of the suppliers and buyers together with the market intermediary. This is a valid assumption if the SC entities belong to the same company or operate under long-term agreements, such as supplier-owned inventory (SOI) systems (Centikaya and Lee, 2000, Centikaya and Lee, 2002). Supply chain management (SCM) considers both logistics and information issues as well as dominance relationships between the entities. As a result, SC studies focus on more than the system wide optimization of inventory problems.

The typical activities which are critical to the management of vertical collaborative relationships from a procurement perspective are: selecting suppliers, motivating, time of involvement, assigning physical and human resources, information sharing, synchronizing standards and coordination among supply chain members. So, any member and any relationship within a supply network are affected by the actions of other members, and thus have to cope with these to enable successful collaborative relationships (Grover & Saeed, 2007).

The emerging idea is that the greater the extent to which manufacturers engage in e-market enabled transactions with upstream and downstream members the better the performance (Rosenzweig, 2009). The research reveals that the collaborative e-marketplace is still a relatively new business model (Wu & Chuang, 2010). It has potential for growth in optimizing supply chain networks, enabling vertical collaboration between buyers, suppliers and logistic providers (Wang, Potter, Naim, & Beevor, 2011).

Current research in vertical collaboration in semiconductor industry focuses on inventory management within the firm as well as throughout the supply chain, to gain cost advantage. This collaborative procurement can be operationalized through the participation of all SC members in a private exchange (e-market) to gain cost advantage and enhance responsiveness. So, it is imperative to consider both e-market (centralized) models and traditional market (decentralized) models for complex supply/replenishment problems with the objective of obtaining collaborated decentralized solutions for these problems. In order to maintain and improve the competitive power of these industries, it is critical to select agile, competent and compatible partners quickly and rationally during the formation phase of the collaborative relationship. Further, an adaptable and reasonable modeling approach is necessary to determine the nature of relationships between buyer and supplier enterprise (Saen, 2007). This may be possible by developing an analytical framework to generate an evaluation system and to provide the information regarding the nature or intensity of buyer–supplier relationships. This approach would facilitate decision-making pertaining to vertical collaboration in the semiconductor industry supply chain.

The general relationships between the members of fabless semiconductor industry supply chain (subcontractors, and customers) are depicted in Fig. 1. As the customer demands are placed at finished goods level, manufacturing requirements are communicated to final test, assembly, wafer probe, and to the foundries. Efficient means of communication are necessary to ensure the success of the process, which can be achieved through the participation of the supply chain partners in the e-marketplace.

Section snippets

Motivation and research objectives

The semiconductor industry is a rapidly changing industry with shortening life cycles, fluctuating demand and continuous price and cost pressures. In order to sustain the dynamic and competitive environment, these enterprises must be flexible in the quantity and type of product kept in inventory (Wu et al., 2005). The business partners share resources to the relationship, establishing mutual commitment, which reduces opportunistic ambitions and promotes bilateral governance (Grover & Saeed, 2007

Literature review

Vertical collaboration in buyer–supplier network requires that sensitive information and knowledge may be exchanged to other parties including competitors through common suppliers (Barratt, 2004). So, the role of e-market is particularly important who act as intermediaries to maintain the confidentiality of information and knowledge shared by network members (Cheng, Chen, & Mao, 2010).

In semiconductor industries, an enterprise’s ability to manage resources and inventory is the most critical

Vertical collaboration in supply chains

The literature has identified two perspectives of buyer–supplier relationships in supply chains: a purchasing and supply perspective, and a transportation and logistics perspective (Tan, 2001). The objective of the first perspective is to reduce the supply base and inventory, and to increase customer satisfaction. The objective of the second perspective is to reduce transportation costs, reduce demand uncertainty and provide supply chain visibility. In order to achieve these goals,

Research methodology for e-market supported vertical collaboration model

In this section, an attempt has been made to develop an analytical collaboration model when the demand for the product/component is independent of the selling price of the product/component. The problem has been approached by a newsboy setting due to the following reasons:

  • (a)

    It is widely applicable for components with short product life cycles, such as consumer electronics, software/hardware products in semiconductor industry supply chain.

  • (b)

    The newsboy problem provides the solution for the last

Development of algorithms for vertical collaboration problem

The analytical model for the vertical collaboration problem is the foundation for the developing insights in the real-time procurement scenario in the semiconductor industry supply chain dealing with short life-cycle components and products. So, the next step is to develop algorithms for solving the traditional market model and e-market models to generate the scheme for this collaborative initiative, and to gain research insights. The model has been operated for several simulation runs to

Perspectives and contributions

The major contribution of the present work is the characterization and analysis of a critical aspect of the supply chain collaboration based on the vertical relationships among stakeholders, which is lacking in the existing literature. The present work has attempted to redefine collaboration from the perspective of procurement practices in the semiconductor industry supply chain (Bahinipati, 2009).

Collaboration creates a synergistic business environment which needs more than partnerships and

Concluding remarks

The present work aims at developing generic analytical modeling frameworks for vertical collaboration initiatives in the semiconductor industry supply chain dealing with short lifecycle products where the demand is independent of the selling price. The procurement process has been investigated by characterizing the market space into three different types, such as traditional marketplace, hybrid marketplace and e-marketplace. This process has explored the conditions in which vertical

Acknowledgment

The authors are grateful to the reviewers and the area editor for their valuable comments and suggestions, which led to significant improvement in the manuscript.

References (92)

  • S. Croom et al.

    Supply chain management: An analytical framework for critical literature review

    European Journal of Purchasing and Supply Management

    (2000)
  • U. Dinesh Kumar et al.

    Optimal selection of obsolescence mitigation strategies using a restless bandit model

    European Journal of Operational Research

    (2010)
  • E. Esposito et al.

    The evolution of supply chain relationships: An interpretative framework based on the Italian inter-industry experience

    Journal of Purchasing & Supply Management

    (2009)
  • B.B. Flynn et al.

    The impact of supply chain integration on performance: A contingency and configuration approach

    Journal of Operations Management

    (2010)
  • S.J. Garcia-Dastugue et al.

    Internet-enabled coordination in the supply chain

    Industrial Marketing Management

    (2003)
  • S.K. Goyal

    A one-vendor multi-buyer integrated inventory model: A comment

    European Journal of Operational Research

    (1995)
  • M.J. Gravier et al.

    The dark side of innovation: Exploring obsolescence and supply chain evaluation for sustainment-dominated systems

    Journal of High Technology Management Research

    (2009)
  • M. Holweg et al.

    Supply Chain Collaboration: Making Sense of the Strategy Continuum

    European Management Journal

    (2005)
  • S.D. Jap

    Perspectives on joint competitive advantages in buyer–supplier relationships

    International Journal of Research in Marketing

    (2001)
  • K.K. Kim et al.

    Inter-organizational cooperation in buyer–supplier relationships: Both perspectives

    Journal of Business Research

    (2010)
  • K.-C. Ku et al.

    Inter-firms collaboration of joint ventures in IC foundry business

    Technovation

    (2007)
  • R.A. Lancioni et al.

    Strategic internet application trends in supply chain management

    Industrial Marketing Management

    (2003)
  • D. Lanier et al.

    Concentrated supply chain membership and financial performance. Chain- and firm-Level perspectives

    Journal of Operations Management

    (2010)
  • L. Lu

    Theory and methodology: A one-vendor multi buyer integrated inventory model

    European Journal of Operational Research

    (1995)
  • A. Meca et al.

    Inventory games

    European Journal of Operational Research

    (2004)
  • A. Nair et al.

    An examination of the impact of coordinating supply chain policies and price markdowns on short lifecycle product retail performance

    International Journal of Production Economics

    (2006)
  • G. Nyaga et al.

    Examining supply chain relationships: Do buyer and supplier perspectives on collaborative relationships differ?

    Journal of Operations Management

    (2010)
  • P.M. Panayides et al.

    The impact of trust on innovativeness and supply chain performance

    International Journal of Production Economics

    (2009)
  • E.D. Rosenzweig

    A contingent view of e-collaboration and performance in manufacturing

    Journal of Operations Management

    (2009)
  • R.F. Saen

    Supplier selection in the presence of both cardinal and ordinal data

    European Journal of Operational Research

    (2007)
  • P. Sandborn et al.

    Forecasting electronic part procurement lifetimes to enable the management of DMSMS obsolescence

    Microelectronics Reliability

    (2011)
  • M. Slikker et al.

    Cooperation between multiple news-vendors with transshipments

    European Journal of Operational Research

    (2005)
  • Q. Su et al.

    The impact of supply chain relationship quality on cooperative strategy

    Journal of Purchasing & Supply Management

    (2008)
  • K.C. Tan

    A framework of supply chain management literature

    European Journal of Purchasing and Supply Management

    (2001)
  • Y. Wang et al.

    A case study exploring drivers and implications of collaborative electronic logistics marketplaces

    Industrial Marketing Management

    (2011)
  • I.-L. Wu et al.

    Examining the diffusion of electronic supply chain management with external antecedents and firm performance: A multi-stage analysis

    Decision Support Systems

    (2010)
  • Z.G. Zacharia et al.

    Capabilities that enhance outcomes of an episodic supply chain collaboration

    Journal of Operations Management

    (2011)
  • R. Anupindi et al.

    Centralization of stocks: Retailers vs. manufacturer

    Management Science

    (1999)
  • P.K. Bagchi et al.

    Supply chain integration: A European survey

    The International Journal of Logistics Management

    (2005)
  • Bahinipati, B. K. (2009). A framework for collaborative procurement. Ph. D. Thesis, IIT Delhi, New Delhi,...
  • B.K. Bahinipati et al.

    Coordinated supply management: Review, insights and limitations

    International Journal of Logistics: Research and Applications

    (2009)
  • B.K. Bahinipati et al.

    Revenue sharing in semiconductor industry supply chain: Cooperative game theoretic approach

    SADHANA–Academy Proceeding in Engineering Sciences

    (2009)
  • A. Banerjee

    A joint economic lot size model for a purchaser and vendor

    Decision Science

    (1986)
  • M. Barratt

    Understanding the meaning of collaboration in the supply chain

    Supply Chain Management: An International Journal

    (2004)
  • M. Barratt et al.

    Exploring the experiences of collaborative planning initiatives

    International Journal of Physical Distribution and Logistics Management

    (2001)
  • A.O. Brown et al.

    Xiling improves its semiconductor supply chain using product and process postponement

    Interfaces

    (2000)
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      Supply chain collaboration can mainly be categorised into the following three categories: Vertical collaboration refers to collaborative actions conducted inside a company's supply chain where supply chain activities at different levels are planned through joint decision-making and information-sharing (Bahinipati and Deshmukh, 2012). Horizontal collaboration refers to collaborative actions conducted between two or more companies at the same level in the supply chain network to streamline their cooperation in the pursuit of achieving a common objective (Bahinipati et al., 2009).

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    This manuscript was processed by Area Editor Mohamad Y. Jaber.

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