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
References: Amor, D. (2000): Dynamic Commerce, Bonn. Anton, J. J./Yao, D. A. (1992): Coordination in Split Award Auctions, in: The Quarterly Journal of Economics, Vol. 107, No. 2, pp. 681-707. Bag, P. K. (1997): Optimal auction design and R&D, in: European Ecomomic Review, Vol. 41, No. 9, pp. 1655-1674. Bajari, P. (2001): Comparing competition and collusion: a numerical approach, in: Economic Theory, Vol. 18, No. 1, pp. 187-205. Bajari, P./Summers, G. (2002): Detecting Collusion in Procurement Auctions, in: Antitrust Law Journal, Vol. 70, No. 1, pp. 143-170. Bajari, P. L./McMillan, R. S./Tadelis, S. (2003): Auctions versus negotiations in procurement: an empirical analysis, Working Paper 9757, National Bureau of Economic Research, Cambridge. Beall, S. et al. (2003): The Role of Reverse Auctions in Strategic Sourcing (CAPS Research Focus Study), Tempe. Beckmann, M. (1999): Ökonomische Analyse deutscher Auktionen, Wiesbaden. Bichler, M. (2001): The Future of e-Markets, Cambridge. Branco, F. (1997): The design of multidimensional auctions, in: RAND Journal of Economics, Vol. 28, No. 1, pp. 63-81. Buchwalter, J. (2001): Elektronische Ausschreibungen in der Beschaffung, Cologne. Carter, C. R. et al. (2004): Reverse auctions – grounded theory from the buyer and supplier perspective, in: Transportation Research Part E [forthcoming]. Compte, O./Jehiel, P. (2002): On the Value of Competition in Procurement Auctions, in: Econometrica, Vol. 70, No. 1, pp. 343-355. Cooper, H. (1998): Synthesizing Research: A Guide for Literature Reviews, 3rd Edition, Thousand Oaks.
Croom, S./Romano, P./Giannakis, M. (2000): Supply chain management: an analytical frame- work for critical literature review, in: European Journal of Purchasing & Supply Manage- ment, Vol. 6, No. 1, pp. 67-83. Dasgupto, S./Spulber, D. F. (1989): Managing procurement auctions, in: Information Economics and Policy, Vol. 4, No. 1, pp. 5-29. Davis, D. D./Wilson, B. J. (2002): Collusion in Procurement Auctions: An Experimental Examination, in: Economic Inquiry, Vol. 40, No. 2, pp. 213-230. Eisenhardt, K. M. (1989): Making fast strategic decisions in high-velocity environments, in: Academy of Management Journal, Vol. 32, No. 3, pp. 543-576. Elgart, E. G. (2001): Army Reverse Auctions: An E-Commerce Acquisition Tool, in: The Public Manager, Vol. 30, No. 1, pp. 13-16. Ellram, L. (1996): The use of the case study method in logistics research, in: Journal of Business Logistics, Vol. 17, No. 2, pp. 93-138. Emiliani, M. L. (2000): Business-to-Business online auctions: key issues for purchasing process improvement, in: Supply Chain Management, Vol. 5, No. 4, pp. 176-186. Emiliani, M. L./Stec, D. F. (2001): Online reverse auction purchasing contracts, in: Supply Chain Management, Vol. 6, No. 3, pp. 101-105. Emiliani, M. L./Stec, D. F. (2002a): Squaring online reverse auctions with the Caux Round Table Principles for Business, in: Supply Chain Management, Vol. 7, No. 1, pp. 12-23. Emiliani, M. L./Stec, D. F. (2002b): Realizing Savings from online reverse auctions, in: Supply Chain Management, Vol. 7, No. 1, pp. 92-100. Engelbrecht-Wiggans, R. (1980): Auctions and Bidding Models – A Survey, in: Management Science, Vol. 26, No. 2, pp. 119-142. Fink, A. (1998): Conducting research literature reviews: From Paper to the Internet, Thousand Oaks. Glaser, B. G./Strauss, A. L. (1967): The discovery of grounded theory: Strategies for qualitative research. Gupta, S. (2002): Competition and Collusion in a Government Procurement Auction Market, in: Atlantic Economic Journal, Vol. 30, No. 1, pp. 13-25.
Hallwood, C. P. (1996): A market in action: Fuzzy information and trade-offs between operating rules in the invited tender-bid procurement auction, in: Journal of Economic Studies, Vol. 23, No. 3, pp. 34-43. Hohner, G. et al. (2003): Combinatorial and Quantity-Discount Procurement Auctions Benefit Mars, Incorporated and Its Suppliers, in: Interfaces, Vol. 33, No. 1, pp. 23-35. Hong, Y./Hartley, J. L. (2001): An Exploration of On-line Reverse Auctions as a Procurement Tool, in: Proceedings of The 12th Annual North American Research Symposium on Purchasing and Supply Management, Memphis, TN, USA, pp. 79-90. Hong, H./Shum, M. (2002): Increasing Competition and the Winner's Curse: Evidence from Procurement, in: Review of Economic Studies, Vol. 69, No. 4, pp. 871-898. Jap, S. D. (2000): Going, Going, Gone, in: Harvard Business Review, Vol. 78, No. 6, p. 30. Jap, S. D. (2002): Online Reverse Auctions: Issues, Themes, and Prospects for the Future, in: Journal of The Academy of Marketing Science, Vol. 30, No. 4, pp. 506-525. Jap, S. D. (2003): An Exploratory Study of the Introduction of Online Reverse Auctions, in: Journal of Marketing, Vol. 67, July 2003, pp. 96-107. Jap, S. D./Mohr, J. J. (2002): Leveraging Internet Technologies in B2B Relationships, in: California Management Review, Vol. 44, No. 4, pp. 24-38 Kannan, P. K./Kopalle, P. K. (2001): Dynamic Pricing on the Internet: Importance and Implications for Consumer Behaviour, in: International Journal of Electronic Commerce, Vol. 5, No. 3, pp. 63-88. Kaufmann, L./Carter, C. R. (2003): Deciding on the mode of negotiation: to auction or not to auction electronically, in: Proceedings of The 14th Annual North American Research Symposium on Purchasing and Supply Management, Tempe, AZ, USA, pp. 191-226. Kinney, S. (2000): RIP Fixed Pricing: The Internet Is on Its Way to ‘Marketizing’ Everything, in: Business Economics, Vol. 35, No. 2, pp. 39-44. Kjerstad, E./Vagstad, S. (2000): Procurement auctions with entry of bidders, in: International Journal of Industrial Organizations, Vol. 18, No. 8, pp. 1243-1257. Koppius, O. R./van Heck, E. (2002): The Role of Product Quality Information, Market State Information and Transaction Costs in Electronic Auctions, in: Academy of Management Proceedings 2002 [w/o Vol./No./pp.].
Kwak, M. (2002): Potential Pitfalls of E-Auctions, in: MIT Sloan Management Review, Vol. 43, No. 2, p. 18. Luedtke, E. C. (2003): Gestaltung von Online-Auktionen im Einkauf, Munich. Luton, R./McAfee, R. P. (1986): Sequential Procurement Auctions, in: Journal of Public Economics, Vol. 31, No. 2, pp. 181-195. Mabert, V. A./Skeels, J. A. (2002): Internet reverse auctions: Valuable tool in experienced hands, in: Business Horizons, Vol. 45, No. 4, pp. 70-76. MacDonald, J. M./Handy, C. R./Plato, G. E. (2002): Competition and Prices in USDA Commodity Procurement, in: Southern Economic Journal, Vol. 69, No. 1, pp. 128-143. Marshall, J. (2000): Doing Swaps on The Web, in: Financial Executive, Vol. 16, No. 5, p. 8. McAfee, R. P./McMillan, J. (1987): Auctions and Bidding, in: Journal of Economic Literature, Vol. 25, No. 2, pp. 699-738. McDonald, C. G./Slawson Jr., V. C. (2002): Reputation in an Internet Auction Market, in: Economic Inquiry, Vol. 40, No. 3, pp. 633-650. Milgrom, P. R./Weber, R. J. (1982): A Theory of Auctions and Competitive Bidding, in: Econometrica, Vol. 50, No. 5, pp. 1089-1122. Naegelen, F. (2002): Implementing optimal procurement auctions with exogenous quality, in: Review of Economic Design, Vol. 7, No. 2, pp. 135-153. Niemeier, S. (2002): Die deutsche UMTS-Auktion, Wiesbaden. Niessen, H. (1974): Preisbildung auf Sondermärkten, Wiesbaden. Oh, W. (2002): C2C Versus B2C: A Comparison of the Winner’s Curse in Two Types of Electronic Auctions, in: International Journal of Electronic Commerce, Vol. 6, No. 4, pp. 115-138. Oliva, R. A. (2001): Discovering Price Discovery, in: Marketing Management, Vol. 10, No. 4, pp. 46-48. Oliva, R. A. (2003): Sold on Reverse Auctions, in: Marketing Management, Vol. 12, No. 2, pp. 44-46.
Ottaway, T. A./Bruneau, C. L./Evans, G. E. (2003): The Impact of Auction Item Image and Buyer/Seller Feedback Rating on Electronic Auctions, in: Journal of Computer Information Systems, Vol. 43, No. 3, pp. 56-60. Pearcy, D. H./Giunipero, L. C./Dandeo, L. M. (2002): The impact of purchase type on the reverse auctions process: a conceptual model , in: Proceedings of The 13th Annual North American Research Symposium on Purchasing and Supply Management, Dallas, TX, USA, pp. 327-346. Pearcy, D. H./Giunipero, L. C./Dandeo, L. M. (2003): Reverse auction implementation and the impact of corporate strategy on governance structure, in: Proceedings of The 14th Annual North American Research Symposium on Purchasing and Supply Management, Tempe, AZ, USA, pp. 393-407. Porter, R. H./Zona, J. D. (1993): Detection of Bid Rigging in Procurement Auctions, in: Journal of Political Economy, Vol. 101, No. 3, pp. 518-538. Rathgen, K. (1911): Auktionen, in: Wörterbuch der Volkswirtschaft, 3rd Edition, No. 1, Jena, pp. 278-279. Riley, J. G./Samuelson, W. F. (1981): Optimal Auctions, in: The American Economic Review, Vol. 71, No. 3, pp. 381-392. Rodrígez-Aguilar, J. A. et al. (1998): Towards a test-bed for trading agents in electronic auction markets, in: AI Communications, Vol. 11, No. 1, pp. 5-19. Rosenkranz, S. (2001): To Reveal or Not to Reveal: Know-How Disclosure and Joint Ventures in Procurement Auctions, in: Journal of Institutional and Theoretical Economics, Vol. 157, No. 4, pp. 555-567. Rothkopf, M. H./Harstadt, R. M./Fu, Y. (2003): Is Subsidizing Inefficient Bidders Actually Costly?, in: Management Science, Vol. 49, No. 1, pp. 71-84. Sareen, S. (1999): Posterior Odds Comparison of a Symmetric Low-Price, Sealed Bid Auction within the Common-Value and the Independent-Private-Values Paradigms, in: Journal of Applied Econometrics, Vol. 14, No. 6, pp. 651-676. Schlinghoff, A./Backes-Gellner, U. (2002): Publikationsindikatoren und die Stabilität wirtschaftswissenschaftlicher Zeitschriftenrankings, in: Schmalenbachs Zeitschrift für betriebswirtschaftliche Forschung (zfbf), Vol. 54, June 2002, pp. 343-362. Sim, K. M./Wong, E. (2001): Toward Market-Driven Agents for Electronic Auction, in: IEEE Transactions on Systems, Man & Cybernetics – Part A: Systems and Humans, Vol. 31, No. 6, pp. 474-484.
Smart, A./Harrison, A. (2002): Reverse Auctions as a Support Mechanism in Flexible Supply Chains, in: International Journal of Logistics, Vol. 5, No. 3, pp. 275-284. Smeltzer, L. R./Carr, A. (2002): Reverse auctions in industrial marketing and buying, in: Business Horizons, Vol. 45, No. 2, pp. 47-52. Snyder, C. M. (1996): A dynamic theory of countervailing power, in: RAND Journal of Economics, Vol. 27, No. 4, pp. 747-769. Teich, J./Wallenius, H./Wallenius, J. (1999): Multiple-issue auction and market algorithms for the world wide web, in: Decision Support Systems, Vol. 26, No. 1, pp. 49-66. van Tulder, R./Mol, M. (2002): Reverse Auctions or Auctions Reversed: First Experiments by Philips, in: European Management Journal, Vol. 20, No. 5, pp. 447-456. Wang, R. (2000): Bidding and renegotiation in procurement auctions, in: European Economic Review, Vol. 44, No. 8, pp. 1577-1597. Wei, J.-S. (1997): Auctions and Auctioneers, in: International Encyclopaedia of Economics, Volume 1, London, Chicago, pp. 65-68. Wilcox, R. (2000): Experts and Amateurs: The Role of Experience in Internet Auctions, in: Marketing Letters, Vol. 11, No. 4, pp. 363-374. Wolfram, C. D. (1998): Strategic bidding in a multiunit auction: an empirical analysis of bids to supply electricity in England and Wales, in: RAND Journal of Economics, Vol. 29, No. 4, pp. 703-725. Wolfstetter, E. (1998): Auktionen und Ausschreibungen – Bedeutung und Grenzen des „linkage“-Prinzips, Discussion Paper of Institut für Wirtschaftstheorie I, Humboldt University Berlin, January 1998. Wurman, P. R./Wellman, M. P./Walsh, W. E. (2002): Specifying Rules for Electronic Auctions, in: AI Magazine, Vol. 23, No. 3 (Fall 2002), pp. 15-23. Yin, R. K. (2003): Case study research, 3rd Edition, Thousand Oaks.
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