Optimal Contract Selection for the Global Supply and Distribution of Raw
Materials
Mukta Bansal,
²
I. A. Karimi,*
,²
and Rajagopalan Srinivasan
²,‡
Department of Chemical and Biomolecular Engineering, National UniVersity of Singapore, 4 Engineering
DriVe 4, Singapore 117576, and Process Sciences and Modeling, Institute of Chemical and Engineering
Sciences, 1 Pesek Road, Jurong Island, Singapore 627833
A multinational company’s purchases go well beyond basic raw materials; they include catalysts, indirect
materials, additives, etc. Strategic sourcing contracts offer several advantages and are common practice in
many industries, especially the chemical industry. However, contracts come in various shades of price,
commitments, duration, terms, flexibility, lead time, quality, discounts, product bundling, etc. Selecting the
best contracts and suppliers for a company’s globally distributed sites in an integrated and global business
environment can be nontrivial. In this paper, we propose a relatively comprehensive classification of material
supply contracts and propose a multiperiod mathematical programming model that selects optimal contracts
for the minimum total procurement cost in the face of several practical considerations such as different contract
types, multitier prices and discounts, logistics and inventory costs, quantity/dollar purchase commitments,
spot market, product bundling, etc. The model also identifies the optimal distribution of materials from various
suppliers to plant sites. Our examples demonstrate substantial savings over ad hoc or heuristic methods.
1. Introduction
Raw material purchases comprise a major portion of the total
production costs in many companies. Automobile manufacturers
spend 60% of their revenues on material purchases, food
processors spend 70%, and oil refineries spend 80% (Chaudhry
et al.).
1
Purchased materials and services represent up to 80%
of total product costs for high technology firms (Burton).
2
Coal
purchases for large electric utilities, such as TVA, approach $1
billion annually (Bendor et al.).
3
The percentages of sales
revenues spent on materials vary from more than 80% in the
petroleum refining industry to only 25% in the pharmaceutical
industry (Krajewski and Ritzman).
4
Clearly, it is vital for
companies to reduce their material purchase costs.
Globalization is offering new opportunities, and global
competition is forcing companies to seek ways of reducing
purchase costs. Many companies, especially the chemical
companies, often prefer long-term contracts with their raw
material suppliers. Such a supply contract is an agreement
between a buyer (company) and a supplier for a fixed duration,
which stipulates certain terms, conditions, and commitments.
Negotiating the best supply contracts with each supplier and
selecting the right contracts with the right suppliers are crucial
tasks. Shah
5
identifies the negotiation of long-term supply
contracts as a typical supply chain problem.
One motivation for a supply contract is to share the risks
arising from various uncertainties in demand, supply, delivery,
inventory, price, exchange rate, etc. in the business environment.
Contracts often specify fixed amounts of materials that the
supplier agrees to deliver at various times in the future at some
agreed prices. These prices are not necessarily fixed; for
instance, the price of liquefied natural gas (LNG) in most supply
contracts is pegged to the price of crude oil. Whether they use
fixed or pegged prices, contracts reduce price uncertainty to
some extent. In addition, contracts increase supply reliability
and may save costs for the buyer. Many contracts stipulate
purchase commitments, which guarantee orders for the sup-
pliers and reduce demand and inventory uncertainty for the
supplier.
A company’s goal is to fulfill the demands of raw materials
over time at all its plant sites. This can be done in two ways.
One is to sign contracts with one or more suppliers. The other
is to buy from the spot market. While a long-term contract
generally offers reliability, it may also force a price that is higher
or lower than that in the open market. Thus, to reduce its costs,
a company could use a combination of both ways to fulfill its
raw material needs. However, contracts come in various shades
of price, reliability, flexibility, duration, lead time, quality,
capacity, commitment, discount, terms and conditions, product
bundling, etc. Striking an optimum balance among these factors
and the option of spot market is not always easy, and hence,
selecting the right combination of contracts can often be a
challenging problem.
Tsay et al.
6
reviewed supply chain contracts and classified
the literature in terms of contract clauses such as specification
of decision rights, pricing, minimum purchase commitments,
quantity flexibility, buyback or return policies, allocation rules,
lead times, and quality. Sykuta
7
examined the role of future
contracts in the context of a firm’s overall contracting activities
and presented alternative forms of contracting. He identified
four types of purchasing strategies, namely, spot market, forward
contracts, long-term contracts, and future contracts. Both spot
purchases and forward contracts are transaction-specific. While
the former involves an exchange of goods and payment at
present conditions, a forward contract involves a future exchange
of goods and payment at the terms set today. Sykuta
7
viewed
future contracts as a form of synthetic storage. They lower the
cost of contracting for advance supplies by providing the
flexibility of a spot contract with the advanced coordination
features of a forward contract. A long-term contract, on the other
hand, specifies the terms for a series of repeated transactions
and involves repeated exchanges of goods and payments over
a set contract duration.
* Corresponding author. E-mail: cheiak@nus.edu.sg. Tel.: +65
6516-2186. Fax: +65 6779-1936.
²
National University of Singapore.
‡
Institute of Chemical and Engineering Sciences.
6522 Ind. Eng. Chem. Res. 2007, 46, 6522-6539
10.1021/ie070395w CCC: $37.00 © 2007 American Chemical Society
Published on Web 08/30/2007