Purchasing Auctions - A Synthesis of Current Research

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Purchasing Auctions – A Synthesis of Current Research

                                   by

                             Thomas Germer
                   Ph.D. Student and Research Associate
           WHU Otto Beisheim Graduate School of Management
        Herbert Quandt Endowed Chair for International Management
                  Burgplatz 2, Vallendar 56179, Germany
                        Phone ++ 49.261.650.9323
                         Fax ++ 49.261.650.9329
                            tgermer@whu.edu

                           Craig R. Carter, Ph.D.
              Assistant Professor of Supply Chain Management
                            University of Nevada
                     College of Business Administration
                          Reno 89557-0206, U.S.A.
                     Phone ++ 1.775.784.6993, Ext. 321
                           Fax ++ 1.775.201.1754
                              crcarter@unr.edu

                           Lutz Kaufmann, Ph.D.
Professor and The Herbert Quandt Endowed Chair in International Management
            WHU Otto Beisheim Graduate School of Management
                   Burgplatz 2, Vallendar 56179, Germany
                         Phone ++ 49.261.650.9320
                          Fax ++ 49.261.650.9329
                            kaufmann@whu.edu

                               Published in:
         Proceedings of The 15th Annual North American Research
        Symposium on Purchasing and Supply Management, Tempe,
                       AZ, USA, 2004, pp. 119-139
1.     Introduction

       This paper contributes to the current research on online reverse auctions in industrial
purchasing by presenting a detailed literature review on purchasing auctions. To the best of our
knowledge, such an extensive literature review has not yet been published.

         Despite some minor semantic differences, auctions are commonly defined as ‘a market
institution with an explicit set of rules determining resource allocation and prices on the basis of
bids from market participants’ (McAfee and McMillan (1987) p. 701). Only a few earlier
publications limit the auction use to portable goods (see Niessen (1974) p. 11, and Rathgen
(1911) p. 278) or require the physical presence of the auction item (see Niessen (1974) p. 11).
Consequently, electronic (or online) auctions can be considered as a market institution with an
explicit set of rules determining resource allocation and prices on the basis of electronically
submitted bids from market participants. As some researchers narrow the definition of online
reverse auctions to a downward price format (e.g. Emiliani and Stec (2002a) p. 12) or to bids
submitted only via the Internet (e.g. Pearcy, Giunipero and Dandeo (2002) p. 328), we
determined that a broader definition was appropriate, in order to also encompass purchasing
auctions in a dutch format (where prices rise) and auctions where bids are submitted
electronically, but not via the Internet (e.g. via an EDI access, see Bichler (2001) pp. 15, and
Amor (2000) pp. 29).

         Auctions are widely used as a purchasing tool in industrial, governmental and personal
environments. Since auctions are among the oldest transaction mechanisms dating back to 500
B.C. (see Milgrom and Weber (1982) p. 1089), an impressive amount of articles on auctions has
been published to date. Already in 1980, Engelbrecht-Wiggans ((1980) p. 119) reported more
than 500 papers on auctions. In the summer of 2003, the EbscoHost database listed more than
17,400 non-refereed and about 1,400 refereed articles on auctions. Much of the auction research
is fragmentary and varies widely in scope (see Riley and Samuelson (1981) p. 381). As auctions
initially became popular in microeconomic theory, especially in the form of the invisible
‘Walrasian Auctioneer’ ensuring a market equilibrium, auction research was and still is
predominantly limited to issues in economics. If covered at all, purchasing as a managerial task
is usually only a side-issue in these papers.

       Consequently, the literature on auctions published to date is in need of a critical review.
A review provides a basis for both theoretical and empirical research on purchasing auctions.
This paper provides such a review, and is organized as follows: Section 2 gives an introduction
to the methodology for literature reviews. Section 3 shows our specific search criteria to find
relevant articles on auctions in purchasing. These relevant papers are then thoroughly analyzed in
terms of content (section 4) and methodology (section 5). The paper concludes in section 6 with
a summary and an agenda to help guide future research.
2.       Methodology for Literature Reviews

       A literature review in general can be seen as a ‘systematic, explicit, and reproducible
method for identifying, evaluating, and interpreting the existing body of recorded work produced
by researchers, scholars, and practitioners’ (Fink (1998) p. 3). Reproducibility is an important
feature because different search techniques lead to different samples of studies (see Cooper
(1998) p. 41).

        According to Cooper, scientific information can be gathered from primary and secondary
channels (see Cooper (1998) pp. 42-77). Primary channels offer direct access to research results,
whereas secondary channels only provide information about research results. Primary channels
can contain both informal sources (like personal contacts, the world-wide-web, etc.) and
particularly formal sources, like electronic journals or reference lists of published studies.
Secondary channels are established and administered by third parties in order to provide an
extensive body of relevant publications to researchers – this clear mission is a major difference
from the world-wide-web. Research bibliographies, prospective research registers (e.g. in
medical science), citation indexes, and reference databases are the most important secondary
channels. In consideration of reproducibility as an important feature of a literature review,
publicly accessible reference databases and research registers form the backbone of any
comprehensive literature search (see Cooper (1998) p. 74, and Fink (1998) p. 18).

         When using reference databases, two important limitations have to be considered. First,
the time lag between publication and appearance in the database can be quite long. Second, each
database usually employs certain rules of acceptance in terms of content and quality (see Cooper
(1998) pp. 60-61). Publications, in particular, which cover research on two commonly separated
disciplines (e.g. economics and psychology) are likely to be kept in the databases of only one
discipline. Thus database queries can provide incomplete results. This is why Cooper suggests to
additionally incorporate articles to the literature review that were found randomly /
unsystematically (see Cooper (1998) p. 75). For Fink, the use of additional channels comes with
certain strings attached (see Fink (1998) p. 34):

     •    The topic is new and its associated concepts have not yet been incorporated into official
          subjects’ headings (likewise Cooper (1998) p. 61).
     •    Search terms are used inconsistently because definitions in the field are not uniform.
     •    There is reason to believe that many important studies are in progress or completed but
          not published.
     •    Access to on-line databases is limited.

        Besides the last aspect, the strings formulated by Fink result directly or indirectly from
the novelty of a topic which applies to the research of online reverse auctions, too: Both the
practical use and the scientific discussion on online reverse auctions in purchasing are in an early
stage. Therefore it is justifiable to include further references in the literature review that were not
found systematically.
3.     Search Terms and Data Sources

        In order to present the current state of research on purchasing auctions, we conducted an
extensive literature review covering peer-reviewed articles and monographs in the English and
German languages. The search was limited to those two languages due to language restrictions of
the authors as well as a matter of research efficiency. To expand upon this current state of
research on purchasing auctions, two approaches are suitable. The research can be focused on
either the specific application of auctions for purchasing purposes or the electronic handling of
the auction mechanism. From our point of view, the specific application of auctions to
purchasing is the dominating feature, because it is the prerequisite for the discussion about the
electronic support of an auction. This distinction is by no means philosophical, but relevant for
the literature search. After an initial examination of the literature, we realized that articles on
electronic auctions in purchasing are basically a sub-category of the extensive body of literature
on electronic commerce, not of the literature on purchasing management. In order to avoid any
undesigned exclusion of relevant literature, we therefore included ‘electronic’ in our set of search
terms.

        This paper adopts the view of the purchasing organization. Nevertheless, we decided not
to limit our search for relevant literature to this perspective for three reasons. First, terms like
‘selling auction’ or ‘purchasing auction’ do not give a clear and unique description of the type of
auction they refer to, because every auction has by definition buyer(s) and seller(s). Hence, there
is a purchasing perspective in every auction. Second, the distinction between selling auctions and
purchasing auctions is increasingly neglected. Even though auctions were historically interpreted
from a selling perspective (see Milgrom and Weber (1982) p. 1090 as an example), in many
recent publications the term auction is also used to describe ‘both bidding to buy and offering to
sell’ (Wei (1997) p. 65, and McAfee and McMillan (1987) p. 701). Third, an auction designed to
purchase a good or service can also be interpreted as an auction intended to sell the right to
supply a certain good or service to the demanding institution.

        We included only articles and monographs in the English or German languages that were
listed in publicly accessible databases (see Fink (1998) pp. 52-55). We did not exclude any
particular journal up-front, but examined only articles published in peer-reviewed journals (for
monographs, a peer review is not common). A peer review is an important quality indication for
scientific research (see Cooper (1998) p. 79, and Schlinghoff and Backes-Gellner (2002) p. 347).
Some of the articles found unsystematically were not peer-reviewed.

       We used EBSCOhost® database to search for English articles. EBSCOhost® belongs to
Ipswich-based EBSCO Publishing, ‘the world’s most prolific aggregator of full text journals,
magazines and other sources’ (EBSCO (2003)). We employed the ‘standard search’ mask with
the search terms ‘electronic auction’, ‘reverse auction’, ‘procurement auction’ and ‘purchasing
auction’ to find peer reviewed articles. All available data sources (Business Source Premier,
Econlit and Regional Business News) were included in the search without time restrictions. The
search was completed on July 20, 2003 and resulted in 43 publications.
For German publications, we used the ‘WISO-Net Wiwi’ database that keeps more than
1.9 million references to German and international scientific journals, books and ‘grey literature’
(e.g. working papers) in economics, management, the financial service sector, and ergonomics
(see WISO (2003)). As with the English references, we employed the analogue German search
terms ‘Auktion’, ‘Elektronische Auktion’ and ‘Online Auktion’ and the two search term
combinations ‘Auktion’ plus ‘Beschaffung’ (= purchasing) and ‘Auktion’ plus ‘Einkauf’ (=
procurement) (‘plus’ in the sense of an intersection, not in the sense of a set union) without any
time limits. The search was completed September 15, 2003 and resulted in five German and two
additional English publications. Obviously irrelevant articles, e.g. book reviews or reports on
stamp auctions were eliminated from the gross results and not included in our review. In addition
to the articles we found systematically with the search techniques described above (marked with
a ‘s’ in Figures 1 and 2), we included 13 papers that were published in conference proceedings
and in non-reviewed journals in our literature review (marked with an ‘u’ for ‘unsystematically
found’). We regarded these articles to be relevant for the status quo of the topic due to the title of
the publication. Over all, we analyzed 63 publications.

4.     Key Findings regarding Content

        All publications were analyzed in terms of content and methodology (see Croom et al.
(2000) pp. 71). Regarding content, we first examined the parties participating in the auction
(companies, government or individuals) and their specific role. Next, we looked at whether the
publication deals predominantly with either the auction process or the conducting institutions.
We further considered whether the article was written from a purchasing or a selling perspective.
Finally, we thoroughly reviewed all references to see if managerial aspects in purchasing were
covered.

        Remarkably, auctions in purchasing are a relatively new topic in academia – regardless of
the Internet hype. The first paper by Luton and McAfee dates back to 1986 and covers sequential
procurement auctions from a governmental perspective. As of the year 2000, only 14 papers on
auctions in purchasing were published. But since 2000, 49 publications were released: seven in
2000, nine in 2001, 22 in 2002, 10 in 2003, and one in 2004 (at the deadline of this review).
These numbers emphasise the growing practical and scientific relevance of auctions in
purchasing, obviously amplified by the enormous popularity of Internet auctions.

        This paper deals with auctions between companies. Our review in terms of content starts
with the parties participating in an auction as buyer(s) and supplier(s). If both buyer(s) and
supplier(s) are companies, we use the term B-2-B auction (Business to Business). If
governmental or public institutions acts as a buyer and companies as supplier(s), we term these
auctions B-2-G (Business to Government). Auctions on private platforms like eBay take place
between two private individuals (C-2-C – Consumer to Consumer) or between companies as
sellers and private individuals as buyers (B-2-C – Business to Consumer). Our review of the
articles indicates that auctions in an industrial environment (B-2-B) were basically not covered
before 2000. Besides the articles by Hallwood (1996), Wolfram (1998) and Teich, Wallenius and
Wallenius (1999), all articles published until 2000 dealt with auctions in a governmental
environment or covered no institutional aspects at all (purely conceptual). Over all, only 51% (32
of 63) of the literature reviewed covered procurement auctions in a B-2-B context. About 29%
(18 of 63 publications) covered auctions in a governmental environment; roughly 16% (10 of 63)
do not cover any or at least no significant institutional aspects. The remaining 4% covered
auctions with private consumers.

        As this paper addresses both the auction process and the participating institutions, we
analyzed to what extent both aspects are covered in the current literature (see also Jap (2003) p.
98). Process-related in this context means that those papers predominantly deal with the design,
influencing factors and optimization of an auction process. Wolfstetter (1998) for example
analyzes the design of the auction process in the case where the value of the auction item is
correlated among buyers and sellers. Oh (2002) compares the likelihood of a ‘winner’s curse’ in
a B-2-C and a C-2-C auction. We found that more than 52% (33 of 63) of the articles primarily
discuss such process-related issues. Only 35% (22 of 63 publications) cover both process-related
and institutional aspects. Institutional aspects are all intraorganizational issues that occur within
one or more participant’s organization in connection with an auction event. Beckmann (1999) for
example discusses the relation between auctioneer and seller as well as the relation between
auctioneer and bidder. Wilcox (2000) and Elgart (2001) do indeed cover institutional aspects, but
only for private consumer and public institutions. Emiliani (2000), Hong and Hartley (2001), Jap
(2002), and Smeltzer and Carr (2002) are among the first authors explicitly covering the
purchasing company’s perspective. Generally, the articles on auctions are predominantly
process-related.

        Next, we surveyed the perspective from which the purchasing auction was analyzed. We
found seven publications mainly analyzing auctions from the view of the selling institution; 11
articles adopt more or less a neutral position. These results strongly support our earlier assertion
that literature on purchasing auctions cannot automatically be considered as purchasing
literature. These findings further underline the fact that the coverage of auctions in purchasing is
actually significantly lower than the number of publications found initially indicated.

        Finally, we examined all publications to determine whether managerial aspects of
purchasing were analyzed. As opposed to interorganizational aspects in the previous question,
these aspects refer to intraorganizational issues, such as the integration of auctions into the
purchasing toolset or the impact of auctions on purchasing processes. Kinney (co-founder of
FreeMarkets.com) and Emiliani annotated selected issues from a purchasing perspective in a
more or less anecdotal manner already in 2000 (see Kinney (2000) pp. 41 and Emiliani (2000)
pp. 181). Emiliani and Stec (2001, 2002a and 2002b), Hong and Hartley (2001), Jap (2002), and
Pearcy, Giunipero and Dandeo (2002) were among the first authors who integrated managerial
issues related to the use of auctions in purchasing.

        Jap (2002) is one of the first authors who explicitly included the effects of purchasing
strategy on auction design and the financial and non-financial benefits of the use of an auction
(see Jap (2002) pp. 513). In addition to these two issues, Beall et al. (2003) extensively further
address managerial issues, including the cross-functional formation of auction teams (see Beall
et al. (2003) pp. 44). Analyzing the food company Mars Inc. as an example, Hohner et al. (2003)
examine the internal problems of purchasing management and their implications for the specific
design of auctions and the auction process. The publication by Luedtke (2003) is one of the first
holistic discussions on purchasing auctions in German speaking countries from a managerial
perspective. Based upon case studies and expert interviews, Luedtke reveals influencing factors
on the degree of utilization of auctions in purchasing, discusses design parameters, and proposes
a set of five auction modules. Furthermore, the phenomenon has so far not been examined in
cross-national contexts (exceptions are Beall et al. (2003) and Kaufmann and Carter (2003)).
Figure 1 provides a brief summary of the content of all of the articles reviewed in our paper.

5.     Key Findings regarding Methodology

        Our review of the research methodology employed in the existing literature specifically
focused on the degree of empirical support for the papers’ findings and assertions. Over all, the
status quo of empirical research on electronic auctions in purchasing is significantly low. Only
43% (27 of 63) of all publications contain some empirical data at all. The articles only
reproducing existing case studies (e.g. Bajari and Summers (2002)), quoting company examples
without rigorous analysis of data (e.g. Kannan and Kopalle (2001)) or announcing a forthcoming
survey (e.g. Hong and Hartley (2001)) were not considered ‘empirical’.

         Looking at the data collection process, close to 50% of all empirically supported
literature (13 of 27) was based on secondary data. For example, three articles employ databases
from several Departments of Transportation (see Porter and Zona (1993), Gupta (2002), and
Hong and Shum (2002)). Another three papers made use of eBay’s database (see Wilcox (2000),
MacDonald and Slawson (2002), and Ottaway, Brunneau and Evans (2003)). A strong advantage
of the use of secondary data to test hypotheses is that a large amount of data is often available for
statistical analysis. Besides Sareen (1999), all authors working with secondary data use samples
larger than 100. Not surprisingly, then, all 13 publications working with secondary data employ
multivariate data analysis.

       Empirical evidence for B-2-B auctions was provided in only 16 publications, with four
based upon secondary data (Wolfram (1998), Koppius and van Heck (2002), Smart and Harrison
(2002), and Bajari, McMillan and Tadelis (2003)) and 12 upon primary data. To the best of our
knowledge, the study by Jap (2002) is the first to gather primary empirical data by a large-scale
survey and provide multivariate data analysis (exploratory factor analysis). In addition to the
work by Jap (2002 and 2003), only Pearcy, Giunipero and Dandeo (2003) gather empirical data
on online reverse auctions with a large-scale survey. All other empirically supported publications
employ case studies to gain empirical insights.

       The case study method can be used for several purposes, including building theories (see
Eisenhardt (1989), Glaser and Strauss (1967)), deepening the insights from a large-scale survey
(see Ellram (1996) p. 97), and providing teaching material (see Yin (2003)). Compared to a
large-scale survey, case studies are preferable if the status quo of (empirical) research in a
specific area is in a very early stage (see Yin (2003) pp. 3). This is the case for the research on
auctions in purchasing. With this in mind, the current status of empirical studies in purchasing
auctions is a logical consequence of the novelty of this research area. We assume that the amount
of large-scale surveys on auctions in purchasing will rise significantly in the near future. Figure
2 abstracts the methodology of all reviewed publications.

6.     Summary and Agenda for Future Research

        We analyzed 63 different articles and monographs in our literature review dealing with
purchasing auctions in some way and examined these articles in terms of content and
methodology. In a nutshell, the reviewed articles predominantly cover transactional aspects and
their mathematical optimization (how to auction). Issues regarding the appropriate use of
auctions in purchasing (when to auction) and the integration of auctions into the purchasing tool
set are not discussed in most articles.

        The reviewed articles seldom focus on purely industrial transactions (B-2-B) but mainly
on transactions between companies and the government (B-2-G), between companies and private
consumers (B-2-C) or on purely private auctions (C-2-C) (see Hong and Hartley (2001) p. 83).
Regarding methodology, the majority of the articles employ highly formalized mathematical
optimization terms and are presumably not plausible/directly applicable for purchasing
managers. Empirical support of theoretical concepts is rarely provided. If so, empirical data is
predominantly derived from secondary channels or only one or more case studies and not from a
large-scale survey. Figure 3 provides a synopsis of the current literature on auctions in
purchasing in terms of content and methodology.

        Future research should concentrate more on managerial issues. The auction process itself
is already heavily researched by theoretical literature in economics (see Jap (2003) p. 98).
Several other issues emerge:
      • Additional research is needed to gain evidence on the proposed long-term benefits and
         concerns of auctions in purchasing (e.g., cycle time reductions, savings or sourcing
         performance).
      • Furthermore, the question of how to integrate auctions appropriately in the purchasing
         toolset and in an auction-integrated sourcing process will be of vital interest for both
         academia and practice.
      • As auctions are a world-wide phenomenon, regional and cross-national/cross-cultural
         studies examining similarities and differences might be of keen interest especially for
         those companies employing an international and decentralized purchasing organization.
         Beall et al. (2003) and Kaufmann and Carter (2003) conducted such research with the
         only cross-national comparisons of auction practices published so far. The qualitative
         research carried out on auctions so far has laid the groundwork for further research
         particularly with large-scale surveys and multivariate statistics.
Bibliography                                                                                 Content
                                                                                               Covered
          Year of                                           Focus on process                 managerial
Source                        Author(s)      Participants                      Perspective                                                    Abstract
         Publication                                        and/or institution                aspects in
                                                                                             purchasing?
                                                                                                             Formulation and discussion of a formal model about sequential
  s         1986       Luton / McAfee          B-2-G            process        purchasing        no
                                                                                                             procurement auctions with the government as the purchasing institution.
                                                                                                             Presents an auction model that allows participating companies to vary
                                                                                                             quantities and technical specifications of the auction item. In addition to
  s         1989       Dasgupto / Spulber      B-2-G            process        purchasing        no
                                                                                                             the common model with fixed quantities and qualities, demand now
                                                                                                             depends on the costs of the lowest bidder.
                                                                                                             Analyses and discusses a 'winner takes all'- market compared to 'split
  s         1992       Anton / Yao             B-2-G            process        purchasing        no          award'-auctions with complete and incomplete information in terms of
                                                                                                             price.
                                                                                                             Formulation and empirical test of a model to identify collusive behavior
  s         1993       Porter / Zona           B-2-G            process        purchasing        no
                                                                                                             in governmental auctions for road construction work in the U.S.
                                                                                                             Discusses the reason to chose an 'invited tender-bid procurement
                                                                                                             auction' instead of a regular face-to-face negotiation for oil companies.
  s         1996       Hallwood                 B-2-B           process        purchasing        no
                                                                                                             Additionally, implications of nondisclosure of prices after an auction for
                                                                                                             current and future contracts are analyzed.
                                                                                                             Develops a model to explain the relevance of purchasing company's
  s         1996       Snyder                    n/a            process        purchasing        no
                                                                                                             characteristics on the likelihood for collusive behavior among suppliers.
                                                                                                             Discusses auction design when suppliers decide to invest in cost-
                                                                                                             reductions before bidding. This investment may rise the likelihood of
  s         1997       Bag                       n/a            process        purchasing        no
                                                                                                             winning the auction, but do not automatically improve the competitive
                                                                                                             situation of a supplier in an auction.
                                                                                                             Designs a two-stage bidding process for multi-dimensional auctions
  s         1997       Branco                    n/a            process        purchasing        no
                                                                                                             when costs are correlated among suppliers.
                       Rodrígez-Aguilar et                                                                   Modifies an agent-based electronic auction system towards a 'test-bed'
  s         1998                                 n/a            process           n/a            no
                       al.                                                                                   for electronic trading agents in internet auctions.
                                                                                                             Formulates and tests a model to test 'strategic bidding' and its
  s         1998       Wolfram                  B-2-B           process          sales           no
                                                                                                             implications for daily electricity auctions in England and Wales.
                                                                                                             Gives an overview on auctions and their relevance in the economy and
                                                                                                             presents basics on auction theory. The impact of mutual dependencies
  s         1998       Wolfstetter               n/a            process          sales           no
                                                                                                             of private quality signals between sellers and buyers - known as the
                                                                                                             'linkage-principle' - is discussed in brief.
                                                                                                             Researches the organization of the German market for auctioneers and
                                                             institution and                                 auction service provider supported by a large-scale survey. Especially
  s         1999       Beckmann                  n/a                              n/a            no
                                                                process                                      the relation between auctioneer and seller and between auctioneer and
                                                                                                             buyer is analyzed.
                                                                                                             Considering 37 auctions of the public Indian oil company IOC as
                                                                                                             example, this article investigates whether the common value or the
  s         1999       Sareen                  B-2-G            process        purchasing        no
                                                                                                             independent value paradigm better explains the use of a sealed-bid
                                                                                                             format for the procurement of oil by employing a 'posterior odds ratio'.
                                                                                                             Describes different algorithms for multidimensional auctions and
                       Teich / Wallenius /
  s         1999                              B-2-B/C           process           n/a            no          markets and exemplifies those algorithms for the electronic stock
                       Wallenius
                                                                                                             trading program 'OptiMark'.
                                                                                                             Describes auction processes for direct materials in B-2-B relationships
                                                             institution and   purchasing
  u         2000       Emiliani                 B-2-B                                            no          and presents benefits and concerns of auction use for both buyer and
                                                                process         and sales
                                                                                                             seller.
                                                             institution and                                 Brief description of a research project on online reverse auctions
  s         2000       Jap                      B-2-B                          purchasing        no
                                                                process                                      carried out by Sandy D. Jap.
                                                                                                             Anecdotal comparison of the Internet marketplaces 'Bid-Ask Neutral
                                                                                                             Marketplaces', 'Seller-Bidding Reverse Auctions' and 'Buyer-Bidding
  s         2000       Kinney                   B-2-B             n/a          purchasing        no
                                                                                                             Reverse Auctions' and description of a seller-bidding reverse auction
                                                                                                             process.
                                                                                                             Discusses the impact of a variable number of bidders on the outcome
  s         2000       Kjerstad / Vagstad      B-2-G            process        purchasing        no          of an auction. Special focus on the role of entry investments for
                                                                                                             participating suppliers.
                                                                                                             Short introduction on the web portal www.cfoweb.com which can be
  s         2000       Marshall                 B-2-B          institution     purchasing        no
                                                                                                             used to buy different financial products.
                                                                                                             Analyzes the market equilibrium and social welfare for auctions with a
  s         2000       Wang                    B-2-G            process        purchasing        no          renegotiations after the actual auction event (comparison to the model
                                                                                                             by Bulow / Klemperer).

                                                             institution and                                 Examines the role of experience on bidding strategies for auctions for
  s         2000       Wilcox                  B-2-C                              n/a            no
                                                                process                                      four different product categories at eBay.

                                             Figure 1: Summary in Terms of Content (1/3)
Bibliography                                                                                Content
                                                                                              Covered
          Year of                                          Focus on process                 managerial
Source                          Author(s)   Participants                      Perspective                                                   Abstract
         Publication                                       and/or institution                aspects in
                                                                                            purchasing?
                                                                                                            Studies a model for competitive bidding in purchasing auctions with
                                                                                                            asymmetric bidders. More realistic models have to consider asymmetric
  s         2001       Bajari                   n/a            process           n/a            no
                                                                                                            bidders and bids because in reality, different locations, different
                                                                                                            management skills and collusive behavior leads to asymmetries.

                                                                                                            Analyses the impact of modern IT technologies, esp. the Internet, on
  s         2001       Buchwalter              B-2-B           process        purchasing        no
                                                                                                            purchasing processes (purely conceptual).

                                                                                                            Anecdotal report on the introduction and the usability of electronic
                                                            institution and
  s         2001       Elgart                 B-2-G                           purchasing        no          reverse auctions for US Army's CECOM (Communications-Electronics
                                                               process
                                                                                                            Command).
                                                                                                            Presents and discusses common contract conditions in industrial
  u         2001       Emiliani / Stec         B-2-B          institution     purchasing       yes
                                                                                                            reverse auction purchasing processes.
                                                                                                            Starts with a brief introduction on reverse auctions and their specific
                                                            institution and
  u         2001       Hong / Hartley          B-2-B                          purchasing       yes          pros and cons. Presents a conceptual model to research buyer's
                                                               process
                                                                                                            satisfaction with online reverse auctions.
                                                                                                            Illustrates dynamic prices on the Internet and their use. Focuses on 'e-
  s         2001       Kannan / Kopalle       B-2-C            process          sales           no          tailers' and perishable goods (airline tickets, hotel accommodations
                                                                                                            etc.).
                                                                                                            Anecdotal report on opportunities and concerns from online reverse
  s         2001       Oliva                   B-2-B           process          sales           no          auctions from a seller's perspective under reference to the Harvard
                                                                                                            Business Review paper by S. D. Jap (2000).
                                                                                                            Discusses whether two companies should cooperate due to
                                                            institution and
  u         2001       Rosenkranz              B-2-B                            sales           no          externalities and whether they should bid in an auction as partners or
                                                               process
                                                                                                            competitors.
                                                                                                            Presents an agent-based auction system which is able to employ
  s         2001       Sim / Wong               n/a            process           n/a            no
                                                                                                            market-driven negotiation strategies and a contract-optimization tool.
                                                                                                            Describes a two-stage test from Bajari and Ye to detect collusive
                                                                                                            behavior among bidders. If bids in sealed-bid auctions are neither
  s         2002       Bajari / Summers       B-2-G              n/a          purchasing        no
                                                                                                            'conditional independent' nor 'exchangeable', they are most likely to be
                                                                                                            collusive and not competitive.
                                                                                                            Analyzes the change in social welfare when additional bidders bid in
                                                                                                            second price sealed bid auctions and in english auctions. Hypothesises
  s         2002       Compte / Jehiel          n/a            process           n/a            no
                                                                                                            that bidder's valuation of the auction item is influenced by both the
                                                                                                            common value model and the independent private value model.
                                                                                                            Examines the correlation between cost structure, communication and
  s         2002       Davis / Wilson         B-2-G              n/a          purchasing    yes (B-2-G)
                                                                                                            conspirative behavior for both fixed and endogenous cost structures.
                                                                                                            Discovers several discrepancies between the 'Caux Round Table
                                                            institution and
  u         2002       Emiliani / Stec         B-2-B                          purchasing       yes          Principles for Business' and the use of online reverse auctions in
                                                               process
                                                                                                            purchasing.
                                                                                                            Discusses different kinds of savings resulting from the use of auctions
                                                            institution and                                 in purchasing. Especially distinguishes between gross and net savings
  u         2002       Emiliani / Stec         B-2-B                          purchasing       yes
                                                               process                                      and explores reasons for systematic overestimations of expected
                                                                                                            savings.
                                                                                                            Presents and tests a model to survey the impact of additional bidders
  s         2002       Gupta                  B-2-G            process        purchasing        no          on price and auction outcome for road construction auctions of the
                                                                                                            Florida Department of Transportation.
                                                                                                            Tests a model in which bidder's evaluation of the auction item is
                                                                                                            influenced by both the independent private value model and the
  s         2002       Hong / Shum            B-2-G            process        purchasing        no
                                                                                                            common value model based upon 1,018 auctions from the New Jersey
                                                                                                            Department of Transportation (NJDOT).
                                                                                                            Based upon a systematic comparison of electronic reverse auctions in
                                                            institution and
  s         2002       Jap                     B-2-B                          purchasing       yes          contrast to classic auctions, conditions and structures and effects of
                                                               process
                                                                                                            electronic reverse auctions in purchasing are intensely evaluated.
                                                                                                            Develops a matrix on how exchange types (relational vs. transactional)
                                                            institution and
  u         2002       Jap / Mohr              B-2-B                          purchasing        no          are related to web-based efficiencies. The excessive use of price-only
                                                               process
                                                                                                            auctions can indeed jeopardize buyer-supplier-relationships.
                                                                                                            Empirical analysis whether bidding behavior differs among physically
  s         2002       Koppius / van Heck      B-2-B          institution        n/a            no          present bidders, online bidders, and online bidders having physical
                                                                                                            access to the bidding room.

                                            Figure 1: Summary in Terms of Content (2/3)
Bibliography                                                                                     Content
                                                                                                 Covered
          Year of                                             Focus on process                 managerial
Source                         Author(s)       Participants                      Perspective                                                     Abstract
         Publication                                          and/or institution                aspects in
                                                                                               purchasing?
                                                                                                                 Compares the likelihood and the extent of a 'Winner's Curse' in C-2-C
  s         2002       Oh                       B/C-2-C           process          sales            no
                                                                                                                 and B-2-C auctions.
                                                                                                                 Develops a conceptual model to research the impact of purchase type
                       Pearcy / Giunipero /                    institution and                                   on the reverse auction process. Furthermore, the impact of auctions on
  u         2002                                  B-2-B                          purchasing        yes
                       Dandeo                                     process                                        savings, employee's productivity and buyer-supplier-cooperation is
                                                                                                                 analyzed.
                                                                                                                 Starts with a brief introduction on current developments in purchasing
                                                                                                                 management and online reverse auctions. Conducts six case studies
  s         2002       Smart / Harrison           B-2-B           process        purchasing         no
                                                                                                                 and researches prices and savings in auctions as well as buyer-supplier-
                                                                                                                 relationships.
                                                                                                                 Case-based elaboration of the reasons, the pros and the cons of
                                                               institution and
  s         2002       Smeltzer / Carr            B-2-B                          purchasing    yes (limited)     auction use in purchasing and sales. Presents four conditions for an
                                                                  process
                                                                                                                 appropriate use of auctions.
                                                                                                                 Starts with a brief overview over the general trade-offs of auction use in
                                                               institution and                                   terms of strategy, participants and supplier location. Discusses the
  s         2002       van Tulder / Mol           B-2-B                          purchasing         no
                                                                  process                                        impact of auctions on prices and buyer-supplier-relations for auctions of
                                                                                                                 cabinets for X-ray machines at Philips Medical Systems.
                       Wurman / Wellman /                                                                        Describes auction rules in terms of bidding, clearing and information for
  s         2002                                B-2-B/C           process           n/a             no
                       Walsh                                                                                     the use of electronic software agents in auctions.
                                                                                                                 Analyzes the benefits of auctions compared to face to face negotiations
                       Bajari / McMillan /
  s         2003                                  B-2-B           process        purchasing         no           for private construction contracts in California based upon 4,100
                       Tadelis
                                                                                                                 awarding procedures held between 1995 and 2000.
                                                                                                                 Comprehensive and sophisticated analyses of use, design, success
                                                               institution and   purchasing                      factors and future trends for online reverse auctions in purchasing
  u         2003       Beall et al.               B-2-B                                            yes
                                                                  process         and sales                      based upon interviews with auction users, non-users, suppliers and
                                                                                                                 auction service providers.
                                                                                                                 Considering Mars as example, this articles presents two types of
  s         2003       Hohner et al.              B-2-B           process        purchasing        yes           auctions ('combinatorial' and 'volume discount') that meet Mars'
                                                                                                                 requirements for auctions in a complex environment.
                                                                                                                 Researches the impact of auction type (open vs. sealed bid) on buyer-
                                                               institution and   purchasing
  u         2003       Jap                        B-2-B                                             no           supplier-relationship. Among other insights, auctions can indeed
                                                                  process         and sales
                                                                                                                 confirm suppliers' concern that buyers may act opportunistically.
                                                                                                                 Based upon several case studies, this articles highlights that purchasing
                                                                                                                 processes employing electronic reverse auctions are usually not purely
                                                               institution and
  u         2003       Kaufmann / Carter          B-2-B                          purchasing        yes           electronically, but auction-integrated. Furthermore, conditions and
                                                                  process
                                                                                                                 benefits of such an auction-integrated purchasing process in terms of
                                                                                                                 product, market and participants are evaluated.
                                                                                                                 Comprehensive work on the use of auctions in purchasing. Discusses
                                                                                                                 influencing factors and design parameters for reverse auctions in
                                                               institution and
  s         2003       Luedtke                    B-2-B                          purchasing        yes           purchasing based upon interviews and case studies and concludes with
                                                                  process
                                                                                                                 a set of five auction modules that are recommendable for a specific
                                                                                                                 situation.
                                                                                                                 Describes four different strategies how suppliers can participate in
                                                                                                                 purchasing auctions and how purchasing managers perceive those
  s         2003       Oliva                      B-2-B           process          sales            no           strategies. Highlights that suppliers should promote not only the product
                                                                                                                 itself, but also all kinds of options in order to differentiate from
                                                                                                                 competitors.
                                                                                                                 Researches the impact of available pictures of the auction item, buyers'
                       Ottaway / Bruneau /
  s         2003                                 C-2-C            process        purchasing         no           experiences and sellers' reputation on auction prices (based upon 120
                       Evans
                                                                                                                 coin auctions at eBay).
                                                                                                                 Empirically tests the relation between corporate strategy and the use of
                       Pearcy / Giunipero /                                                                      online reverse auctions. Among other insights, this study does not
  u         2003                                  B-2-B          institution     purchasing         no
                       Dandeo                                                                                    confirm the relationship between a company pursuing a low cost
                                                                                                                 strategy and the use of 'bid and buy' online reverse auctions.
                                                                                                                 Discusses a model about the impacts of subsidizing discriminated
                       Rothkopf / Harstadt /                                                                     bidders (e.g. small or minority-owned companies) in an electronic
  s         2003                                 B-2-G            process        purchasing         no
                       Fu                                                                                        reverse auction. Focuses on the trade-off between allocation efficiency
                                                                                                                 and bidding dynamics in an auction.
                                                                                                                 Comprehensive analysis of design, use and trends of online reverse
                                                               institution and
  u         2004       Carter et al.              B-2-B                          purchasing        yes           auctions in purchasing based upon 46 case studies with auction users,
                                                                  process
                                                                                                                 suppliers, and auction service providers.

                                               Figure 1: Summary in Terms of Content (3/3)
Bibliography                                                            Empirical Support
        Year of                                                                                                                           Statistical
Source                     Author(s)        Sample Size         Data Collection Process          Auction Item              Informants
       Publication                                                                                                                        Analysis
  s      1986      Luton / McAfee                                                     no empirical support
  s      1989      Dasgupto / Spulber                                                 no empirical support
  s      1992      Anton / Yao                                                        no empirical support
                                                          secondary data from the Department
                                                                                                     road
  s       1993    Porter / Zona              575 bids       of Transportation of Nassau und                                suppliers      multivariate
                                                                                                 construction
                                                                    Suffolk County
  s       1996    Hallwood                                                            no empirical support
  s       1996    Snyder                                                              no empirical support
  s       1997    Bag                                                                 no empirical support
  s       1997    Branco                                                              no empirical support
  s       1998    Rodrígez-Aguilar et al.                                             no empirical support
                                                                                                                    National Power &
  s       1998    Wolfram                      > 500      company database (secondary data)        electricity                            multivariate
                                                                                                                       PowerGen
  s       1998    Wolfstetter                                                         no empirical support
                                                                                                                  conventional auction    descriptive
  s       1999    Beckmann                     159                      survey                        n/a         service providers and      and
                                                                                                                       auctioneers        multivariate
                                                                                                                                          descriptive
                                                           database of Indian Oil Corporation
  s       1999    Sareen                        37                                                 crude oil               suppliers         and
                                                                   (secondary data)
                                                                                                                                          multivariate
                  Teich / Wallenius /
  s       1999                                                                        no empirical support
                  Wallenius
  u       2000    Emiliani                                                            no empirical support
  s       2000    Jap                           6                         n/a                   purchased parts            suppliers         none
  s       2000    Kinney                                                              no empirical support
  s       2000    Kjerstad / Vagstad                                                  no empirical support
  s       2000    Marshall                                                            no empirical support
  s       2000    Wang                                                                no empirical support
                                                                                                                                          descriptive
  s       2000    Wilcox                       535          eBay database (secondary data)      miscellaneous              eBay user         and
                                                                                                                                          multivariate
  s       2001    Bajari                                                              no empirical support
  s       2001    Buchwalter                                                          no empirical support
  s       2001    Elgart                                                              no empirical support
  u       2001    Emiliani / Stec                                                     no empirical support
  u       2001    Hong / Hartley                                                      no empirical support
  s       2001    Kannan / Kopalle                                                    no empirical support
  s       2001    Oliva                                                               no empirical support
  u       2001    Rosenkranz                                                          no empirical support
  s       2001    Sim / Wong                                                          no empirical support
  s       2002    Bajari / Summers                                       brief reproduction of two existing case studies
  s       2002    Compte / Jehiel                                                     no empirical support
  s       2002    Davis / Wilson                                                      no empirical support
  u       2002    Emiliani / Stec                                                     no empirical support
  u       2002    Emiliani / Stec                                                     no empirical support

                                  Figure 2: Summary in Terms of Methodology (1/2)
Bibliography                                                              Empirical Support
        Year of                                                                                                                              Statistical
Source                   Author(s)           Sample Size         Data Collection Process          Auction Item            Informants
       Publication                                                                                                                           Analysis
                                                            database of the Florida Department          road
  s       2002    Gupta                         1.937                                                                   suppliers           multivariate
                                                            of Transportation (secondary data)     construction
                                                                database of the New Jersey           3 types of                             descriptive
  s       2002    Hong / Shum                   1.018          Department of Transportation        construction         suppliers              and
                                                                     (secondary data)                   work                                multivariate
  s       2002    Jap                            38                   survey (online)             miscellaneous    purchasing manager       multivariate
  u       2002    Jap / Mohr                                                            no empirical support
                                                           database of KOA initiative (secondary
  s       2002    Koppius / van Heck           81.803                                                 flowers      purchasing manager       multivariate
                                                                           data)
  s       2002    Kwak                                                                  no empirical support
  s       2002    Mabert / Skeels                                         case study Fortune 100 company (anonymous)
                                                               database of the United States
                  MacDonald / Handy /
  s       2002                                 25.000      Department of Agriculture (secondary staple foods            suppliers           multivariate
                  Plato
                                                                           data)
                                                                                                       Harley
                                                                                                                                            descriptive
                                                                                                     Davidson
  s       2002    McDonald / Slawson Jr.        460          eBay database (secondary data)                             eBay user              and
                                                                                                 collector's barby
                                                                                                                                            multivariate
                                                                                                         doll
  s       2002    Naegelen                                                              no empirical support
  s       2002    Niemeier                                                      analyses the German UMTS auction
                                                                                                                                            descriptive
                                                             software-agent ('Price Collecting      computer
  s       2002    Oh                            600                                                                        suppliers           and
                                                                     Software Agent')              accessories
                                                                                                                                            multivariate
                  Pearcy / Giunipero /
  u       2002                                                                         no empirical support
                  Dandeo
                                                           exploratory case studies (secondary
  s       2002    Smart / Harrison               6                                                 miscellaneous    purchasing manager          none
                                                                           data)
  s       2002    Smeltzer / Carr                41                      interview                 miscellaneous    purchasing manager          none
  s       2002    van Tulder / Mol                                              case study 'Philips Medical Systems'
                  Wurman / Wellman /
  s       2002                                                                         no empirical support
                  Walsh
                                                                                                     private
                                                                                                                                            descriptive
                  Bajari / McMillan /                       data purchased from Construction      construction
  s       2003                                  4.100                                                                      suppliers           and
                  Tadelis                                        Market Data Group (se)          work in northern
                                                                                                                                            multivariate
                                                                                                    California
                                                                                                                     purchasing manager,
  u       2003    Beall et al.                   50                      interview               miscellaneous        supplier, non-user,    descriptive
                                                                                                                    auction service provider
  s       2003    Hohner et al.                                                          case study 'Mars'
                                                                                                                                            descriptive
  u       2003    Jap                            68                       survey                 miscellaneous             suppliers           and
                                                                                                                                            multivariate
                                                                                                               purchasing manager,
  u       2003    Kaufmann / Carter              73         32 interviews and 41 case studies    miscellaneous   supplier, non-user,    descriptive
                                                                                                              auction service provider
  s       2003    Luedtke                        35         25 interviews and 10 case studies   miscellaneous   purchasing manager descriptive
  s       2003    Oliva                                                               no empirical support
                                                                                                                                        descriptive
                  Ottaway / Bruneau /
  s       2003                                  120          eBay database (secondary data)          coins           eBay user             and
                  Evans
                                                                                                                                        multivariate
                                                                                                                                        descriptive
                  Pearcy / Giunipero /
  u       2003                                  142                       survey                      n/a          ISM members             and
                  Dandeo
                                                                                                                                        multivariate
  s       2003    Rothkopf / Harstadt / Fu                                            no empirical support
                                                                                                               purchasing manager,
  u       2004    Carter et al.                  46         15 interviews und 31 case studies   miscellaneous supplier, auction service descriptive
                                                                                                                      provider

                                  Figure 2: Summary in Terms of Methodology (2/2)
• Hallwood (1996)                  • Jap (2000)               • Wolfram (1998)            • Jap (2002 and 2003)
                • Teich/Wallenius/ Wallenius       • Mabert/Skeels (2002)     • Koppius/van Heck (2002)   • Pearcy/Giunipero/Dandeo
                  (1999)                           • Smart/Harrison (2002)    • Bajari/McMillan/Tadelis     (2003)
                • Emiliani (2000)                  • Smeltzer/Carr (2002)       (2003)
                • Kinney (2000)                    • van Tulder/Mol (2002)
                • Marshall (2000)                  • Beall et al. (2003)
                • Buchwalter (2001)                • Hohner et al. (2003)
                • Emiliani (2001, 2002 a,b)        • Kaufmann/Carter (2003)
   B-2-B        • Hong/Hartley (2001)              • Lüdtke (2003)
                • Oliva (2001)                     • Carter et al. (2004)
                • Rosenkranz (2001)
                • Jap/Mohr (2002)
                • Kwak (2002)
                • Pearcy/Giunipero/Dandeo
                   (2002)
                • Wurman/Wellman/Walsh
                  (2002)
                • Oliva (2003)
                • Luton/McAfee (1986)         • Niemeier (2002)               • Porter/Zona (1993)
                • Dasgupto/Spulber (1989)                                     • Sareen (1999)
                • Anton/Yao (1992)                                            • Gupta (2002)
                • Kjerstad/Vagstad (2000)                                     • Hong/Shum (2002)
   B-2-G        • Wang (2000)                                                 • MacDonald/Handy/Plato
                • Elgart (2001)                                                 (2002)
                • Bajari/Summers (2002)
                • Davis/Wilson (2002)
                • Rothkopf/Harstadt/Fu (2003)

                • Kannan/Kopalle (2001)                                       • Wilcox (2000)             • Oh (2002)
                • Wurman/Wellman/Walsh                                        • McDonald/Slawson Jr.
 B/C-2-C         (2002)                                                         (2002)
                                                                              • Ottaway/Bruneau/Evans
                                                                                (2003)
                • Snyder (1996)                                                                           • Beckmann (1999)
                • Bag (1997)
      no        • Branco (1997)
                • Rodrigez-Aguilar et al. (1998)
institutional   • Wolfstetter (1998)
   aspect       • Bajari (2001)
                • Sim/Wong (2001)
                • Compte/Jehiel (2002)
                • Naegelen (2002)

                        conceptual                        empirical                   empirical                  empirical
                                                        (case studies)              (large scale,              (large scale,
                                                                                  secondary data)              primary data)

                       Figure 3: Synopsis in Terms of Content and Methodology
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