Does Bait and Switch Really Benefit Consumers?

Size: px
Start display at page:

Download "Does Bait and Switch Really Benefit Consumers?"

Transcription

1 Doe Bait and Switch Really Benefit Conumer? William L. Wilkie Carl F. Mela Gregory T. Gundlach Univerity of Notre Dame, Notre Dame, Indiana Abtract While the field of marketing cience ha long been intereted in the effect of promotional effort, public policy iue involving illegal marketer fraud and deception have generally not been addreed in thi body of work. One key exception to thi generalization i a Marketing Science article uggeting that the practice of bait and witch may be beneficial to conumer and, furthermore, that the Federal Trade Commiion hould invetigate reviing it tandard to legitimize thi practice (Gertner and He 1990). Thi finding and recommendation eemed o ignificant that it i urpriing that the recommendation ha not, to date, been explored in greater detail. In thi paper we further explore the impact of the two component of bait and witch: out of tock and upelling. We do thi by uing Moorthy (1993) theoretical modeling framework to ytematically extend and ae the Gertner and He model. We find that the previouly reported increae in conumer welfare that arie from allowing out-oftock condition at retailer i actually due to the utility created by aleperon explaining product feature and benefit, not by the out of tock. Thu, the ramification of both our legal and modeling analye are that deceptive baitand-witch practice reult in harm to conumer and hould not be legalized. Our paper conclude by propoing worthwhile modeling iue for further exploration. In addition, we ugget that our procedure for analyzing public policy iue (by exploring the confluence of law, conumer behavior, and marketing model) can erve a a ueful exemplar for further contribution to public policy by marketing cientit. (Pricing; Promotion; PublicPolicy; Bait and Switch) 1. Introduction New Rapid Carpet Center, Inc., offered a greatet carpet pecial ever, offering both 150 quare feet of carpet and an upright vacuum cleaner or rug for $77. When conumer reponded, the firm diparaged the product (tating only cheap people buy thi carpet) or aid it wa unavailable. In only one cae did a conumer init on the pecial, and the firm imply never delivered it. Actual price paid in repone to the highpreure ale tactic were much higher than the advertied pecial of $77, often in exce of $400 and a high a $723. No cutomer ever received the free gift. The firm wa found guilty of deceptive bait and witch practice, in addition to other violation (In re, New Rapid Carpet Center, Inc., et al. 1977). The field of marketing cience ha long been intereted in the effect of promotional effort to influence conumer choice of tore or item to purchae. Many apect of thi topic have been effectively tudied in uch area a advertiing, pricing, elling effort, /98/1703/0273$05.00 Copyright 1998, Intitute for Operation Reearch and the Management Science and deal. Marketing Science ha been prominent in featuring uch reearch. It i notable, however, that public policy iue involving illegal marketer fraud and deception have generally not been addreed in the body of marketing cience work in promotion. Clearly it i poible for an individual promoter to gain hort-term profit through the ue of conumer deception in advertiing, pricing, or elling practice (Lazear 1995), 1 but few marketing cientit have examined promotion that are deceptive or fraudulent in nature. A notable exception to thi generalization i a Marketing Science article by Gertner and He (1990), hereafter GH. Their paper advance an inherently urpriing concluion: that bait-and-witch practice can 1 We are indebted to Profeor Jame He for bringing thi reference to our attention. Marketing Science/Vol. 17, No. 3, 1998 pp

2 DOES BAIT AND SWITCH REALLY BENEFIT CONSUMERS? benefit conumer, and that the Federal Trade Commiion hould invetigate reviing it tandard to legitimize thi heretofore fraudulent practice (GH, p. 121). A the only article on thi topic in Marketing Science we could find, thi recommendation leave the field and thi journal in a provocative poition. Conequently, we decided to explore further and extend their model to better undertand what lead to thi recommendation. When we do thi we find that the concluion for public policy are the revere of thoe advanced by GH: we find that bait-and-witch practice hould not be legalized. Our analyi i preented in five ection: (1) a brief expoition of the law on bait and witch; (2) a brief overview of the GH article and model; (3) an outline of Moorthy (1993) framework a applied to bait and witch; (4) our application of thi framework to GH and our finding; and (5) concluion and implication. 2. The Law on Bait and Switch 2.1. FTC Guide Before preenting GH model, it i ueful to briefly outline the major apect of bait-and-witch practice and law. In the United State, deceptive practice are regulated through the Federal Trade Commiion (FTC), whoe mandate provide that deceptive act or practice, in or affecting commerce, are... unlawful (Wheeler-Lea Act 1938). The FTC ha defined deception to include any repreentation, omiion or practice that i likely to milead the conumer acting reaonably in the circumtance, to the conumer detriment (Federal Trade Commiion 1983a). Bait-andwitch practice are viewed to be deceptive and therefore unlawful. A noted at the top of Figure 1, the term bait and witch actually refer to a family of practice in which advertiing and peronal elling are coordinated in an effort to take advantage of unupecting conumer. To provide pecific guidance for marketer who wih to avoid bait-and-witch practice, the FTC provide the publication Guide Againt Bait Advertiing (1983b). The remainder of Figure 1 depict the flow of the proce and quote phrae from the FTC guide. Notice that a three-tage proce i involved: (1) the bait ad i run; (2) a conumer repond by viiting the tore or inviting a home ale call; and (3) the aleperon witche the propect from the low-priced unit featured in the ad to another, more profitable, purchae. It hould be treed that thi proce i ditinct from the normal, legal practice of upelling or trading up, in which a aleperon imply attempt to peruade a conumer to purchae a higher priced unit. The guide help with thi ditinction by treing the planned role of deception, a indicated in the four phrae decribing a bait ad in Figure 1. The lower portion of Figure 1 provide 10 example of witch elling practice provided by the FTC guide. Notice that the firt five example reflect action that make it unattractive or impoible for a conumer to purchae the advertied item. The ixth practice i directed toward ale plan or commiion arrangement that manipulate aleperon away from uch ale (in ome bait-and-witch operation, aleperon are warned by manager that the advertied item i nailed to the floor not to be old under any condition under pain of fine or termination). Example 7 through 10 reflect unelling or witching after the cutomer ha agreed to buy the advertied item Court Opinion At the federal court level, interpretation of bait-andwitch practice ha generally been conitent with the FTC guide, to which reference i often made. At the tate level, many court have adopted the Uniform Law verion of Conumer Protection Law, which pecifically identify bait-and-witch practice a deceptive. In aeing bait-and-witch cae, moreover, court opinion have generally been clear a to the unfair nature of uch act. A one court (In re, New Rapid Carpet Center, Inc., et al. 1977) oberved: Bait and witch i too common a commercial practice and it unfairne i too well ettled to require more than curory comment. (p. 106) Baed on many cae imilar to New Rapid, everal generalization regarding the practice are appropriate: Action are coordinated and practiced, relying on gaining ale through deception. Huge increae in actual price paid by bait-andwitch victim are common: in New Rapid actual price 274 Marketing Science/Vol. 17, No. 3, 1998

3 Doe Bait and Switch Really Benefit Conumer? Figure 1 Legal Apect of Bait & Switch I. Definition: Bait and witch refer to a family of practice in which advertiing and elling act are coordinated o a to milead, deceive, or defraud conumer. Typically, the initial ad offer an epecially tempting price on a certain model a bait to lure unupecting cutomer to the tore, whereupon the ale taff commence to witch the purchae to other unit actually intended for ale, uually at a higher price. II. A depiction of the proce (a decribed in the FTC guide): Not a bonafide offer to ell the advertied product. 1. Alluring but inincere offer. 2. Primary purpoe i to obtain lead to peron intereted in buying [thi type of] merchandie. 3. Advertiement create a fale impreion Even though true fact are ubequently made known... law i violated if the... contract... i ecured by deception. Planned dicouragement of purchae, or unelling after purchae of the advertied merchandie. Example include: 1. Refual to how, demontrate, or ell the advertied product Diparagement, by act or word, of the advertied product Failure to have ufficient quantity available to meet reaonable demand Refual to take order... to be delivered within a reaonable time. 5. Showing... a product i defective, unuable, or impractical for the purpoe... advertied Penalizing aleperon... to prevent or dicourage them from elling the advertied product. 7. Accepting a depoit, then witching the purchaer to a higher-priced product. 8. Failure to make delivery... within a reaonable time Diparagement [after ale]... of the advertied product... in any... repect. 10. Delivery of... product which i defective, unuable or impractical for the purpoe repreented... in the advertiement. ranged from double to nine time the price featured in the bait ad. Cutomer are often poor, uneducated and uceptible to hard-ell technique. Eay credit i often ued a a mean of upporting higher price for the ubtitute item and for cloing ale, but often et the tage for later problem with debt collection practice. The pot-ale action of bait-and-witch eller often reveal a contempt for their cutomer. Thee contemptuou behavior include refual to honor warrantie, refual to provide promied ervice or gift, and abuive or inappropriate credit collection practice. In ummary, the legal record of bait-and-witch cae reveal a marketing exercie for which the phrae Marketing Science/Vol. 17, No. 3,

4 Doe Bait and Switch Really Benefit Conumer? caveat emptor (let the buyer beware) i all too appropriate. Table 1 Variable Nomenclature Definition 3. An Overview of GH (1990) 3.1. Concluion Advanced Given thi background and the dubiou reputation of bait and witch in law and public policy, we find the GH (1990) concluion to be provocative. Thee include: Conumer are better off with bait and witch ex ante (p. 121). Conumer can be better off under bait and witch even ex pot (p. 121). The FTC hould invetigate further the ban on bait and witch becaue thi marketing practice can promote marketing efficiency (p. 121) A Summary of the GH Conumer Model Our goal i to better undertand what drive thee concluion to acertain the generalizability of thee finding. Since our model development build on the GH approach, we briefly recapitulate their model (which cover only Example 3 under witch in Figure 1, the iue of product tocking and availability). 2 To facilitate thi dicuion, Table 1 preent an overview of the nomenclature in the GH model. Within their model, conumer are aumed to oberve and repond to a feature advertiement for a brand (the featured brand ) at price p. Upon viiting a tore, the conumer find the featured brand either 2 Product tocking i alo an iue in the FTC treatment of upermarket advertiing of price pecial on food. Since forecating cannot be perfect, ome degree of overtock or undertock can be expected. A the cot of carrying added inventory to meet unforeen demand can raie price and hurt conumer (Balachander and Farquhar 1994, He and Gertner 1987, Ibrahim and Thoma 1986), rain check may be beneficial to conumer a a mean to meet unexpected demand. The FTC therefore promulgated a Trade Regulation Rule (the Unavailability Rule ) covering thi area in 1971, then amended thi rule in 1989 to looen retraint on eller (Federal Regiter 1989). However, the unavailability rule differ from bait and witch. With the unavailability rule, retailer maintain ufficient inventory to meet anticipated demand. Thi clearly differ from intentionally undertocking featured item for the purpoe of witching unupecting conumer to more profitable brand. Neither GH nor our analyi addree the iue of inventory cot. c C D F M p p t u V V S x c promoted brand variable cot featured brand variable cot conumer cot of uing a rain check retailer fixed cot retailer cot of promotion featured brand price promoted brand price conumer travel cot conumer utility featured brand value promoted brand value number of conumer in the population out of tock probability fraction of conumer who value promoted brand at V S out of tock with probability or in tock with probability 1. Conumer form expectation of (or foree) the tockout probability,, prior to viiting the tore. If the featured brand i not in tock, then the conumer i offered a rain check and expoed to a ale preentation for an alternative higher-priced model that i in tock. The cot to conumer of uing a rain check i given by D. The aleperon attempt to educate conumer about the value of a ubtitute brand in the tore (the promoted brand ). Becaue thi upelling alert conumer to benefit they might not have otherwie conidered or known, it add a value, S, over that of the featured brand. The promoted brand ell for price p. GH and our objective i to find the Bertrand equilibria value for, p, and p and the reulting conumer equilibrium utility and firm equilibrium profit. GH further aume a homogeneou population of conumer defined by their value for the featured brand, V, their value for the ubtitute brand, V S, and their probability of being influenced by an in-tore promotion, c. A an illutration of thi proce, conider an advertied car model that doe not have a pecial paint package. Saleperon then how cutomer the paint package option on a different car (e.g., promote or upell). Each cutomer ha a certain probability, c, of being influenced by thi promotion (e.g., like the color of the paint package). Thoe who are influenced acribe a certain value, S, to the option (e.g., the 276 Marketing Science/Vol. 17, No. 3, 1998

5 Doe Bait and Switch Really Benefit Conumer? paint package i worth $500); thoe who are not (1 c) aign no added value to the option. GH alo aume that conumer face high earch cot, o they will either buy the featured brand, obtain a rain check, or buy the ubtitute brand. An added impetu for thi aumption i that, in equilibrium, the price and out of tock percentage conumer can expect to find acro tore are all equal, therefore diincenting further earch. The conumer obtain an expected level of utility u (1 )(V p) ((1 c)(v p D) c(v S p )), (1) where V S p repreent the value the conumer obtain from the ubtitute brand and V p D i the value the conumer obtain from uing the rain check (where D repreent the diminution in value of a brand that reult from exerciing a rain check). A conumer mut either buy the promoted brand or elect a rain check, the retailer can raie the price of the ubtitute brand, p, o that it value to conumer equal that of having to ue the rain check, that i V S p V p D. Thu, (1) reduce to u u(p, ) (1 )(V p) (V p D). (2) D i aumed to be proportional to an inconvenience cot (including travel cot), t, and the number of conumer uing rain check (e.g., longer line for proceing rain check), (1 c). Thu, D (1 c)t A Summary of the GH Store Competition Model In GH, tore profit are a function of the p, p,, c, the featured brand cot, C, the promoted brand cot, c, the cot of the value added elling (alternatively upelling ), M, the number of conumer, x, and fixed cot, F. GH further aume that tore will not promote unle the value of the promotion exceed it cot, cs M. The tore expected profit i determined by the profit from the advertied model if it i in tock plu the profit from the rain check and ubtitute if the featured model i out of tock. Specifically, p(p, p, ) (1 )x(p C) x[(1 c)(p C M) c(p c M)] F. (3) Like GH, we aume c C for implicity. Making ue of the fact that V S p V p D and auming, without lo of generality, that fixed cot are zero, (3) implifie to p(p, ) x(p C) cx[s (1 c)t] xm. (4) GH aume a Bertrand equilibria. To find the equilibrium value of p* and *, GH ubtitute u 0 for u in (2), which reult in p(u 0, ). They ubtitute p(u 0, ) into (4) to eliminate p, making p a function of and u 0, p(, u 0 ). A profit i a function of, the optimum can be found by etting the partial derivative of (4) with repect to, p(, u 0 )/, to zero. Once * i known, p* i found by etting (4) to zero and ubtituting * for (in Bertrand equilibria, competitive preure drive all firm to zero profit, hence the reaon for etting (4) to zero). The reulting * and p* are given by (cs M) * 2 (5) (2(1 c) t) 2 p* C * (1 c)(2 c)t. (6) To find the reulting utility, one ubtitute * and p* into (2), yielding 2 2 u* V C * (1 c) t. (7) One can eaily ee from (7) that u* V C; therefore, utility i higher in the GH bait-and-witch cenario. However, we note that out of tock, a captured by *, and upelling, which i influenced by c, are both preent (and confounded), o it i difficult to ae the underlying caue of thi gain in utility Uing Moorthy (1993) Theoretical Modeling Framework to Extend GH The foregoing i ufficient to illutrate that the GH model i internally conitent and that it concluion are correct given it premie. It alo how why we previouly noted that their analyi only addree the availability apect of bait and witch, and thu doe Marketing Science/Vol. 17, No. 3,

6 Doe Bait and Switch Really Benefit Conumer? not capture many of the fraudulent and deceptive apect that characterize bait-and-witch cae in law and publicpolicy. 3 Still, their concluion that lack of availability increae conumer utility remain an intriguing finding. Moreover, a the GH approach i baed on theoretical modeling technique, we can ue the framework firt expounded by Moorthy (1993) to develop a rigorou aement of the caue of the conumer urplu they dicovered. Specifically, Moorthy argue that theoretical model uch a GH are logical experiment where condition (different aumption) repreent treatment and finding repreent reult. Cauality may be acribed if a change in a treatment lead to a change in a reult. Thu, theoretical modeling, through manipulating ome aumption and controlling other, lead to a high degree of internal validity and a trong tet of cauality, imilar to lab experiment that manipulate ome factor while controlling for other. Thi logical experiment approach ugget a mean of iolating the caue of the conumer urplu found by GH. Specifically, the GH conumer model embed two manipulation: i) allowing for upelling and ii) allowing for out of tock. Thee factor are manipulated imultaneouly becaue the model aume a conumer alway buy the advertied item if it i in tock. By relaxing thi aumption, a logical experiment can be deigned to manipulate the factor eparately to acertain which one caue the reult. In o doing, it i crucial that all other factor be controlled. Thu, in thi paper, we will extend the GH model by deigning a full, 2 2 factorial model, predicated upon their approach and aumption but attempting to hold all other apect contant. Figure 2 preent a 3 The three example provided in the GH paper illutrate thi point. For two of the three, the GH model doe not comport with the text point being made. For example, in the paper opening illutration of bait and witch (p. 114), according to the formal model, the conumer would not be expoed to elling effort for any alternative and would chooe to purchae the advertied mattre (even though it had been preented in a deliberately unattractive manner to dicourage purchae). Furthermore, in one of the two illutration of the value of upelling (p. 122), applying the formal model would mean that the author would have been unable to purchae the more appealing VCR with remote control, ince the advertied model wa apparently in tock and would therefore be purchaed without any upelling preentation. graphical repreentation of the theoretical model we develop. It purpoe i to allow u to ae why the upelling/out of tock condition dominated for GH: I thi due to upelling alone, out of tock alone, or both in combination? We next preent our logical experiment and it reult. 4. Dientangling the Effect of Upelling and Out of Stock 4.1. The Refined Conumer Model To dientangle the effect of upelling from the effect of out of tock, we take two tep. Firt, we contrain out of tock to zero and ae the impact on conumer welfare and tore profit. Second, we allow upelling to all cutomer who viit the tore in repone to an ad. Thee tep in effect allow u to invetigate cell 3 in Figure 2B. Equation (1) therefore become u u(p, c) (1 c)(v p) c(v S p ). (8) The term drop from the equation a there are no out of tock. We then aume that a tore will charge a price on the ubtitute brand, p, uch that the conumer influenced by the in-tore ale promotion will have their value of the ubtitute brand approach the value for the featured brand, that i V S p V p. (9) The right ide of the expreion no longer contain the term D, a rain check are not needed due to tock availability. Uing (9), (8) reduce to u(p, c) V p The Refined Store Competition Model Here we proceed with the ame logic a in GH, albeit uing our new condition. Since there now exit no out of tock, tore profit are given by p(p) (1 c)x(p c M) cx(p C M) F. (10) The firt term repreent profit from thoe who purchae the advertied feature; the econd term repreent the profit ariing from conumer who buy the upold model. The expreion for profit i eentially identical to the bracketed term in (3). We aume c 278 Marketing Science/Vol. 17, No. 3, 1998

7 Doe Bait and Switch Really Benefit Conumer? Figure 2 The Theoretical Model 2A. The GH Model Upelling No Upelling 2B. Full Factorial Deign Upelling No Upelling 1 2 Out of Stock X Out of Stock X X 3 4 No Stockout X No Stockout X X The GH (1990) model create a two-cell comparion in which out of tock i paired with upelling and compared againt in tock, no upelling. The out of tock, upelling condition provide the greater conumer utility. The full factorial uper model (Moorthy 1993) enable comparion of two additional cell. Of primary interet i cell 3, in which upelling occur even when the featured product i in tock and available for purchae. C a in GH. Uing (9) to olve for p ( p), combining with (10), and implifying yield p(p) x(p C cs M). (11) To find the optimal price, p*, we again olve for the price that yield zero economic profit, p* C (cs M). (12) Here we find, a did GH, that the price of the advertied feature i below it cot. The ubidy (cs M) i due to the value added from upelling. Subtituting (12) and (9) into (8) yield u*, u* (V C) (cs M). (13) In Appendix 1, we how that utility in thi cenario i higher than the utility with tock out. In fact, the increae in utility to conumer i given by Du (cs M)(1 /2). (14) A cs M 0 and 1 ( /2) 0, Du i 0. Thu, utility to conumer i higher in a no out of tock environment if value-added upelling occur. Under thee condition, a bait-and-witch limitation on out of tock ha a poitive impact on conumer utility and no effect on tore profit. Therefore, it i clear that GH recommendation that the FTC reconider the legality of bait and witch i predicated upon value that can be added from upelling at the tore. Taken by itelf, allowing planned hortage (out of tock) reult in a net welfare lo. Furthermore, a i inverely proportional to the inconvenience cot of rain check, t, conumer welfare gain from retricting out of tock increae a inconvenience cot increae Comparing Solution Thu far, we have covered the cae of no out of tock with upelling and out of tock with upelling (cell 3 and 1 in Figure 2B). In cell 4, no out of tock and no upelling, all brand are old at cot under the Bertrand equilibrium, and conumer welfare or utility i imply given by V c. Finally, in cell 2, given tock out with no upelling allowed, the conumer receive utility u (1 )(V p) (V p D). Store profit are given by p(p, ) (1 )(p c) ( p c) p c p( p). Setting profit to zero in a Bertrand olution yield p* c. Solving u for p( ) and ubtituting into p( p, ) yield p( ) V u c D, which i maximized at * 0, or no tock out (thi reult ugget that conumer will viit firm that carry product in tock to avoid inconvenience cot). In addition, u* V p* *D V c. Figure 3 compare the conumer welfare in all four cell. The tore profit in all cae are zero o change in welfare acro condition are independent of tore profit. Marketing Science/Vol. 17, No. 3,

8 Doe Bait and Switch Really Benefit Conumer? Figure 3 Conumer Utility by Cell Upelling No Upelling Out of Stock V c [ * 2 (1 c) 2 t] V c ( *D) No Stock Out V c (cs M) V c Note that the third term in the upelling column are both poitive: thi ugget that upelling i the primary factor driving the increae in utility in thi model. 4 In fact, cell 3 preent the highet utility of all: it offer no out of tock, but with in-tore upelling. Thu, a 2 2 full factorial analyi of the bait-andwitch problem extend the finding of GH by ditinguihing the relative welfare contributed by the out of tock from that contributed by the upelling activity. Given the GH aumption and approach, our extenion of their model how a large, poitive main effect of upelling on conumer welfare, 5 a well a a poitive interaction between upelling and no out of tock. 5. Concluion and Implication The Marketing Science article by Gertner and He (1990) ucceeded in drawing our attention to ome intereting iue at the nexu of marketing model, conumer behavior, and public policy. Our contribution in the preent paper i twofold. Firt, in accord with Moorthy (1993) theoretical modeling approach, we have extended the GH model to uncover the ource of their finding. Baed on the reult of thi extended analyi, we would not upport their recommendation that the FTC reopen dicuion on the legality of bait and witch. Second, we have ought to demontrate 4 Strictly peaking, examining the effect of upelling alone would require that cell 1, the GH model, allow upelling to all conumer, not jut thoe who find the product out of tock. Otherwie, it i poible that the incremental utility cell 3 provide over cell 1 i due to an increae in the fraction of people that receive upelling rather than an elimination of tock out. Appendix 2 preent thi analyi and how that we can rule out thi competing explanation. 5 To complete thi analyi, we need alo to addre the poibility that a ban on out of tock might caue retailer to be wore off (have lower profit). If thi i the cae, they may chooe not to upell and, conequently, conumer will alo be wore off. In Appendix 3 we how that it i optimal for retailer to upell. We thank the area editor for raiing thi iue. that marketing cience can make a legitimate contribution to undertanding how public policy affect both conumer and honet marketer eeking to compete in a fair marketplace. It i our experience that the FTC conider uch contribution eriouly. It i important that marketing cientit not withdraw from dicuion of ignificant policy iue that can affect million of marketer/conumer tranaction and that repreent the character of the marketplace environment within which we want to operate. In thi vein, the paper by GH i a ueful application of marketing modeling to marketing iue in public policy. It offer a rich bai for extenion uch a our in future work. With reference to bait and witch pecifically, we would ugget that further model need to incorporate explicitly the planned fraud and deceit that characterize many bait-and-witch cheme and that have been the main reaon the practice ha been o roundly deplored in law and publicpolicy. A tep toward thi goal, the explicit incluion of diparagement of the advertied model would enrich our refinement, a would the explicit conideration of competitive effect and other deceptive witch elling tactic. Recent related work on high-preure elling (e.g., Chu et al. 1995; Wernerfelt 1994) how promie in thi regard. Relatedly, our finding employ the aumption that c (the proportion of conumer who repond favorably to the promoted item) i equivalent in the out of tock and no out of tock context. 6 However, it can be hown that, if retailer action (e.g., increaed elling preure on conumer) increae c in the out of tock cae, that no out of tock will occur 6 We aume that c i equivalent in the no out of tock and out of tock context for two reaon. Firt, the upelling of the promoted brand yield the ame information utility regardle of whether the featured model i in tock. A indicated by our automobile example, the percentage of conumer who prefer the color of the optional paint package (after the aleperon how it to them) hould be imilar in each context. Second, in equilibrium, retailer raie the price of the ubtitute brand a much a poible in each context (for example, it i more inconvenient for conumer to buy the featured brand when out of tock, leading the retailer, in thoe intance, to further raie the price of the ubtitute brand). Thu, the added conumer urplu provided by the ubtitute brand over it alternative i zero in both context. Thu, conumer will be no more likely to witch when the featured brand i out of tock than when it i in tock. 280 Marketing Science/Vol. 17, No. 3, 1998

9 Doe Bait and Switch Really Benefit Conumer? and conumer will be no better off even when c differ acro the context. Moreover, if any diparagement of the featured brand accompanie the greater elling effort, conumer will be trictly wore off in the baitand-witch condition (proof available from author). Another extenion regard relaxing the aumption that conumer will not hop at other tore when the featured brand i out of tock. We expect that relaxing thi aumption would likely reult in no out of tock in equilibrium. Conumer eae of buying elewhere i analogou to having a rain check cot of eentially zero. When thi happen, the bait retailer cannot raie price on the ubtitute brand to take advantage of the conumer cot ariing from the difficultie of purchaing an out of tock item. Thi would eliminate the correponding ubidy to the featured brand, eliminate out of tock, and reduce conumer utility to V c. Thu, higher tore-witching cot may favor baitand-witch practice. In contrat, upelling will likely till add to conumer utility due to the information utility conveyed by the promotion. Second, the aumption of perfect competition in the Bertrand equilibria belie the reality of bait-and-witch cheme eizing on marketplace imperfection to extract price and profit that would not be otherwie available. A uch, thi i a worthy challenge for future reearch. Overall, GH deerve credit for pointing to benefit of upelling and for opening new avenue of invetigation into etimating effect of coordinated effort of advertiing, elling, and pricing. Along thee line, we hope to ee increaed attention from marketing cientit to iue of marketing and publicpolicy. Iue in thi phere are often important and complex and can benefit from the rigor of the marketing cientit approach, particularly when leavened by interaction with the perpective of law and behavioral cience. 7 Appendix 1 The incremental utility in the no out of tock condition i given by u* NBS u* BS (V C) 2 2 (cs M) [(V C) * (1 c) t]. (A1) 7 The author wih to thank Profeor Scott Baier, Thoma Coimano, Joeph Guiltinan, the editor, area editor, and two reviewer for their inight and uggetion. Any remaining error are the ole reponibility of the author. Making ue of (5) to ubtitute for *, implifying, and then uing (5) again to ubtitute * back into the equation lead to the expreion for the incremental utility a (cs M)(1 ( /2)). Recall, by aumption, (cs M) 0. A 0 1, the term (1 ( /2)) i alway greater than zero. Hence, the utility gain to conumer arie from prohibiting out of tock. Appendix 2 If upelling i allowed to all conumer in GH, then the conumer utility function become u (1 )[(1 c)(v p) c(v S p )] i [(1 c)(v p D) c(v S p )], (A2) where p i i the price the retailer charge for the promoted brand if the featured brand i in tock and p o i the price for the promoted brand if the featured brand i out of tock. We allow two price becaue the retailer i able to command more for the promoted brand if the featured brand happen to be out of tock. The correponding tore profit are given by p (1 )[(1 c)(p C M) c(p o C M)] [(1 c)(p C M) c(p C M)]. (A3) o Auming, a before that p o and p i are adjuted uch that V S p i V p and V S p o V p D and making ue of the previouly outlined procedure to find the optimal tock-out level, price, and the correponding conumer utility, it can be hown that, * 0, p* C (cs M), and u* V C (cs M). Thu, retailer will never intentionally undertock (becaue conumer, knowing, will go to other tore where they do not uffer the inconvenience of an out of tock) and the olution degenerate to the no out of tock, upelling condition. Appendix 3 The practice of featuring a model at a low price, then offering to ell other model to thoe people who repond, clearly can offer added utility for conumer. To the extent that tore chooe to upell i exogenou, contraining out of tock to zero add welfare to conumer. However, if the deciion to upell i endogenou, Equation (8) and (10) will change. Thi can be important, a it i not immediately obviou whether a ban on out of tock might induce reeller not to upell. If thi were the cae, conumer would no longer be better off. To ae thi deciion, another deciion variable, d, could be added to the profit equation to repreent the percent of cutomer that a tore will upell to. Equation (10) become p(p, p, d) x(1 d)[(p c)] x d[(1 c)(p c M) c(p c M)] F. i (A4) If d 1, upelling occur 100% of the time and (A4) reduce to (10). If d 0, there i no upelling and the problem reduce to our notock-out, no-value-added elling cell. Next, let the conumer utility a a function of upelling be given by Marketing Science/Vol. 17, No. 3,

10 Doe Bait and Switch Really Benefit Conumer? u(d, p) (1 d)(v p) d[(1 c) (V p) c(v S p )]. (A5) We aume that tore will adjut their price on the ubtitute brand o that V S p V p. Uing thi reult, (A5) reduce to u(p) (V p), (A6) which i equal to (2). The utility equation i therefore independent of c and d, uggeting that d can be eparately maximized in Profit Equation (A4). Equation (A4) for profit i linear in d (i.e., profit qd r). If the coefficient, q, of the d term i poitive, then d 1 maximize profit a profit increae linearly with d. Collecting term in (A4) and making ue of the relationhip V S p V p when the featured brand i in tock, we ee that the coefficient of the d term i x(cs M). (A7) A x 0, and cs M 0, (A7) i greater than zero. Thu, d* 1 and the profit-maximizing olution i to upell to all conumer. Thi reult ugget that tore are likely to continue to upell even when out of tock doe not occur, thereby maximizing conumer welfare. Reference Chu, W., E. Gertner, J. D. He Cot and benefit of hardell. J. Marketing Re Balanchander, S., P. Farquhar Gaining more by tocking le: A competitive analyi of product availability. Marketing Sci Federal Trade Commiion. 1983a. Policy tatement on deception. 45 ATRR 689. Federal Trade Commiion. 1983b. Guide againt bait advertiing. 16 CFR Ford, G. T., J. Calfee Recent development in FTC policy on deception. J. Marketing Federal Regiter Amendment to trade regulation rule concerning retail food tore advertiing and marketing practice: Federal Trade Commiion (Augut 28) Gertner, E., J. D. He Can bait and witch benefit cutomer? Marketing Sci He, J. D., E. Gertner Lo leader pricing and raincheck policy. Marketing Sci Ibrahim, A. M., L. C. Thoma An example of when partial tockout are economically optimal. J. Operational Re. Soc In re, New Rapid Carpet Center, Inc., Charge Account Factor, Inc., Charge Account Credit Corp. and Lee Kantor d/b/a Lee Wood (1977), 90 F.T.C. 64 (order). Lazear, E. P Bait and witch. J. Polit. Economy Moorthy, K. S Theoretical modeling in marketing. J. Marketing 57 (April) Wheeler-Lea Act Pub. L. No. 447, Ch. 49, 52 Stat Wernerfelt, B On the function of ale aitance. Marketing Sci. 13 (Winter) Thi paper wa received July 9, 1997, and ha been with the author 3 month for 1 reviion; proceed by Charle B. Weinberg. 282 Marketing Science/Vol. 17, No. 3, 1998

Aggregate Supply. MPL i = Y i / L i

Aggregate Supply. MPL i = Y i / L i Aggregate Supply The upply of output depend on the behavior of producer. roducer' chooe the quantity of input to employ. Thee input produce output and we aume that producer chooe their input to maximize

More information

Heterogeneity in Producer s Marketing Strategy

Heterogeneity in Producer s Marketing Strategy Heterogeneity in Producer Marketing Strategy Tong Zhang Reearch Aitant Department of Agricultural Economic Oklahoma State Univerity 42C Ag Hall Phone no. 405-744-9797 Email: tong.zhang0@oktate.edu Wade

More information

Value intensity of water used for electrical energy generation in the Western U.S.; an application of embedded resource accounting

Value intensity of water used for electrical energy generation in the Western U.S.; an application of embedded resource accounting Value intenity of water ued for electrical energy generation in the Wetern U.S.; an application of embedded reource accounting Elizabeth A. Martin and Benjamin L. Ruddell Abtract Thi tudy evaluate the

More information

JOURNAL OF THE. Agricultural Economics Council. L Northeastern 0,/IA-<- '-'-". ~. ' ) VOLUME Ill, NUMBER 2 OCTOBER 1974 NOV

JOURNAL OF THE. Agricultural Economics Council. L Northeastern 0,/IA-<- '-'-. ~. ' ) VOLUME Ill, NUMBER 2 OCTOBER 1974 NOV C i.; ' I FOUNDI.\T!ON OF AGRICULTURAL ECONOMICS LIBRARY NOV 6 974 JOURNAL OF THE - L Northeatern Agricultural Economic Council ~ 0,/IA-

More information

European Advertising Consumer Research Report 2015

European Advertising Consumer Research Report 2015 RESEARCH REPORT European Advertiing Conumer Reearch Report 2015 Conumer Awarene & Impact of European Self-Regulatory Programme for OBA Independent reearch conducted by Ipo MORI on behalf of TRUSTe and

More information

The Process-Value Model: A Systems View of the IST Value Chain

The Process-Value Model: A Systems View of the IST Value Chain Aociation for Information Sytem AIS Electronic Library (AISeL) SAIS 2007 Proceeding Southern (SAIS) 3-1-2007 The Proce-Value Model: A Sytem View of the IST Value Chain William L. Lomeron lomeronw@nula.edu

More information

INVESTIGATION OF THERMOSTAT-SET CONTROL AS A NEW DIRECT LOAD CONTROL METHOD

INVESTIGATION OF THERMOSTAT-SET CONTROL AS A NEW DIRECT LOAD CONTROL METHOD INVESTIGATION OF THERMOSTAT-SET CONTROL AS A NEW DIRECT LOAD CONTROL METHOD Canbolat Uçak canbolat@elk.itu.edu.tr Gökçe Dokuyucu gokce776@uperonline.com Department of Electrical Engineering Electrical

More information

Working Party on Agricultural Policies and Markets

Working Party on Agricultural Policies and Markets Unclaified AGR/CA/APM(2001)24/FINAL AGR/CA/APM(2001)24/FINAL Unclaified Organiation de Coopération et de Développement Economique Organiation for Economic Co-operation and Development 22-Jul-2002 Englih

More information

As companies outsource more product design and manufacturing activities to other members of the supply

As companies outsource more product design and manufacturing activities to other members of the supply MANAGEMEN SCIENCE Vol. 55, No. 7, July 2009, pp. 1122 1138 in 0025-1909 ein 1526-5501 09 5507 1122 inform doi 10.1287/mnc.1090.1008 2009 INFORMS Quality Improvement Incentive and Product Recall Cot Sharing

More information

Course Evaluation Validation using Data Envelopment Analysis. Joseph Sarkis Clark University. Inshik Seol Clark University

Course Evaluation Validation using Data Envelopment Analysis. Joseph Sarkis Clark University. Inshik Seol Clark University THE ACCOUNTING EDUCATORS JOURNAL Volume XX 2010 pp. 21-32 Coure Evaluation Validation uing Data Envelopment Analyi Joeph Sarki Clark Univerity Inhik Seol Clark Univerity Abtract In thi paper we detail

More information

6/6/2012. HR Training and Development. Content. Training: concept. Training: concept. Training: concept. Training and Development: Concept

6/6/2012. HR Training and Development. Content. Training: concept. Training: concept. Training: concept. Training and Development: Concept HR Training and Development UNIT 5 Content Concept and need of HR training and development Training need aement HR training: objective and method (on-the-job and off-the-job). Evaluation of training program

More information

International Journal of Mathematical Archive-8(6), 2017, Available online through ISSN

International Journal of Mathematical Archive-8(6), 2017, Available online through   ISSN International Journal of Mathematical Archive-8(6), 27, 33-38 Available online through www.ijma.info ISSN 2229 546 BAYESIAN SPECIAL TYPE DOUBLE SAMPLING PLAN WITH BETA PRIOR DISTRIBTUTION Dr. S. JEYABHARATHI*

More information

Examining the tradeoff between fixed pay and performance-related pay: A choice experiment approach

Examining the tradeoff between fixed pay and performance-related pay: A choice experiment approach Examining the tradeoff between fixed pay and performance-related pay: A choice experiment approach JUNYI SHEN * Reearch Intitute for Economic and Buine Adminitration, Kobe Univerity KAZUHITO OGAWA Faculty

More information

Model of Integrated Production and Delivery Batch Scheduling Under JIT Environment to Minimize Inventory Cost

Model of Integrated Production and Delivery Batch Scheduling Under JIT Environment to Minimize Inventory Cost Proceeding of the 2014 International Conference on Indutrial Engineering and Operation Management Bali, Indoneia, January 7 9, 2014 Model of Integrated Production and Delivery Batch Scheduling Under JIT

More information

Afforestation Subsidy under Asymmetric Information and Transaction Cost in Developing Countries: Does rural capital market imperfection matter?

Afforestation Subsidy under Asymmetric Information and Transaction Cost in Developing Countries: Does rural capital market imperfection matter? Afforetation Subidy under Aymmetric Information and Tranaction Cot in Developing Countrie: Doe rural capital market imperfection matter? Dambala Gelo, Steven Koch 2 Abtract Thi paper deal with the deign

More information

Notes on the GoldSim Plume Function

Notes on the GoldSim Plume Function NAC-0036_R1 Note on the GoldSim Plume Function Augut 014 Prepared by John auxe NEPUNE AND COMPANY, INC. 1505 15 th St, Suite B, o Alamo, NM 87544 itle: Decription: hi document calculation detail of the

More information

Discovering Transcription Factor Binding Motif Sequences

Discovering Transcription Factor Binding Motif Sequences Dicovering Trancription Factor Binding Motif Sequence I Department of Biology, Stanford Univerity, CA, 94305 Introduction In biology, equence motif are hort equence pattern, uually with fixed length, that

More information

Consumers often purchase goods that are hard to find to conspicuously display their exclusivity and social

Consumers often purchase goods that are hard to find to conspicuously display their exclusivity and social Publihed online ahead of print July 3, 212 MANAGEMENT SCIENCE Article in Advance, pp. 1 22 ISSN 25-199 (print ISSN 1526-551 (online http://dx.doi.org/1.1287/mnc.112.1545 212 INFORMS Selling to Conpicuou

More information

Management Science Letters

Management Science Letters Management Science Letter 2 (202) 247 252 Content lit available at GrowingScience Management Science Letter homepage: www.growingscience.com/ml An empirical tudy to meaure the impact of loan aignment for

More information

Up or Out? Economic-Engineering Theory of Flood Levee Height and Setback

Up or Out? Economic-Engineering Theory of Flood Levee Height and Setback Up or Out? Economic-Engineering Theory of Flood Levee Height and Setback Tingju Zhu 1 and Jay R. Lund 2 Abtract: Levee etback location and height are important iue in flood levee ytem deign and modification.

More information

KNOWLEDGE MAPPING IN THAI WEAVING INDUSTRY

KNOWLEDGE MAPPING IN THAI WEAVING INDUSTRY KNOWLEDGE MAPPING IN THAI WEAVING INDUSTRY Anyanitha Ditanont College of Innovation, Thammaat Univerity, Thailand anyanitha@yahoo.com Abtract: Knowledge i a valuable aet to any organiation epecially, the

More information

REPUBLIC OF HUNGARY National ILO Council Ministry of Employment and Labour REPORT

REPUBLIC OF HUNGARY National ILO Council Ministry of Employment and Labour REPORT Appl. 22. 98 REPUBLIC OF HUNGARY National ILO Council Minitry of Employment and Labour REPORT for the period 1 June 2001 to 10 May 2003 prepared by the Government of the Republic of Hungary in accordance

More information

Logistics Service Level Improvement Research and Demonstration Based on Queuing Theory

Logistics Service Level Improvement Research and Demonstration Based on Queuing Theory Management cience and Engineering Vol. 5, No. 3,, pp. -54 DOI:.36/j.me.335X53.z44 IN 3-34[Print] IN 3-35X[Online] www.ccanada.net www.ccanada.org Logitic ervice Level Improvement Reearch and Demontration

More information

LED IP PRIMER. One World LED 1026 South Road, Edwardstown, SA, 5039 p: (08) e:

LED IP PRIMER. One World LED 1026 South Road, Edwardstown, SA, 5039 p: (08) e: LED IP PRIMER Thi brochure provide a quick overview of the patented innovation by and our partner around the world. The ytem and method invented by patent granted to One World LED how our commitment to

More information

M A S O N R Y. Revised Spring Engineering Notes For Design With Concrete Block Masonry

M A S O N R Y. Revised Spring Engineering Notes For Design With Concrete Block Masonry A S O N R Y Revied Spring 007 Engineering Note For Deign With Concrete Block aonry C H R O N I C L E S To rectify the ituation, the Spring 007 article i being reiued. We apologize for any inconvenience

More information

Experimental Investigation of Sediment Trap Efficiency in Reservoirs

Experimental Investigation of Sediment Trap Efficiency in Reservoirs ENGINEER - Vol. XLVII, No. 0, pp. [1-8], 014 The Intitution of Engineer, Sri Lanka Experimental Invetigation of Sediment Trap Efficiency in Reervoir N.M.T.K. Revel, L.P.G.R. Ranairi, R.M.C.R.K. Rathnayake

More information

A Method to Risk Analysis in Requirement Engineering Using Tropos Goal Model with Optimized Candidate Solutions K.Venkatesh Sharma 1, Dr P.V.

A Method to Risk Analysis in Requirement Engineering Using Tropos Goal Model with Optimized Candidate Solutions K.Venkatesh Sharma 1, Dr P.V. www.ijcsi.org 250 A Method to Rik Analyi in Requirement Engineering Uing Tropo Goal Model with Optimized Candidate Solution K.Venkateh Sharma 1, Dr P.V.Kumar 2 1 Reearch Scholar in JNTUK Kakinada, Andhra

More information

Incorporating word-of-mouth effects in estimating customer lifetime value Received (in revised form): 13th September, 2006

Incorporating word-of-mouth effects in estimating customer lifetime value Received (in revised form): 13th September, 2006 Incorporating word-of-mouth effect in etimating cutomer lifetime value Received (in revied form): 13th September, 2006 Jonathan Lee i Aociate Profeor of Marketing in College of Buine Adminitration at California

More information

A model for grain growth based on the novel description of dendrite shape

A model for grain growth based on the novel description of dendrite shape ARCHIVES of FOUNDRY ENGINEERING Publihed quarterly a the organ of the Foundry Commiion of the Polih Academy of Science ISSN (1897-3310) Volume 7 Iue 4/2007 183 188 36/4 A model for grain growth baed on

More information

The research of simplified method of calculating wind and rain loads and its validation

The research of simplified method of calculating wind and rain loads and its validation The reearch of implified method of calculating wind and rain load and it validation Xing FU 1) and Hong-Nan LI 2) 1), 2) Faculty of Infratructure Engineering, Dalian Univerity of Technology, Dalian 116024,

More information

GMACE Pilot #4: Adjusting the National Reliability Input Data

GMACE Pilot #4: Adjusting the National Reliability Input Data INTERBULL BULLETIN NO. 48. Berlin, Germany, May 20 21, 2014 GMACE Pilot #4: Adjuting the National Reliability Input Data P. G. Sullivan 1 and J. H. Jakoben 2 1 Canadian Dairy Network, Guelph, ON, Canada

More information

Review of Previous Lists and Methods of Selection

Review of Previous Lists and Methods of Selection Appendixe Appendix A Review of Previou it and ethod of Selection ot lit of trategic material are baed, implicitly at leat, on the two trand of criticality and vulnerability. A 1981 report by the Congreional

More information

PRECIPITATION CALIBRATION TESTS August 12, 2009

PRECIPITATION CALIBRATION TESTS August 12, 2009 BISHOP PAIUTE TRIBE ENVIRONMENTAL MANAGEMENT OFFICE PRECIPITATION CALIBRATION TESTS Augut 12, 2009 Thi report decribe the reult of everal precipitation calibration tet carried out in July 2009, following

More information

International Journal of Scientific & Engineering Research, Volume 5, Issue 8,August ISSN

International Journal of Scientific & Engineering Research, Volume 5, Issue 8,August ISSN International Journal of Scientific & Engineering Reearch, Volume 5, Iue 8,Augut-2014 310 Seimic Behavior of Concrete Column and Beam Reinforced with Interlocking Spiral Ioanni A. Tego, Theodoro A. Chryanidi,

More information

OUR CUSTOMER TERMS CISCO SaaS SERVICE

OUR CUSTOMER TERMS CISCO SaaS SERVICE CONTENTS Click on the ection that you are intereted in. 1 About thi ection 2 Our Cutomer Term 2 Inconitencie 2 No aignment or reupply 2 Requet ubject to approval 2 2 General 2 3 Cico SaaS Service 2 What

More information

Big Data computation for workshop-based planning support

Big Data computation for workshop-based planning support Big Data computation for worhop-baed planning upport Jianguang Tu International School of Software Wuhan Univerity Wuhan, P.R.China Tujg1973@gmail.com Jianquan Cheng * School of Science and the Environment

More information

Online Music Ranking Service: Ranking Mechanism Based on Popularity and Slot Effect

Online Music Ranking Service: Ranking Mechanism Based on Popularity and Slot Effect Aociation for Information Sytem AIS Electronic Library (AISeL) PACIS 00 Proceeding Pacific Aia Conference on Information Sytem (PACIS) 00 Online Muic Ranking Service: Ranking Mechanim Baed on Popularity

More information

UNIT 2 PROCESS AND FUNCTIONS OF HUMAN RESOURCE PLANNING (HRP)

UNIT 2 PROCESS AND FUNCTIONS OF HUMAN RESOURCE PLANNING (HRP) Baic of Human Reource Planning UNIT 2 PROCESS AND FUNCTIONS OF HUMAN RESOURCE PLANNING (HRP) Objective After reading thi unit, you hould be able to: l the concept and proce of HRP, l the determination

More information

75th MORSS CD Cover Page UNCLASSIFIED DISCLOSURE FORM CD Presentation

75th MORSS CD Cover Page UNCLASSIFIED DISCLOSURE FORM CD Presentation 75th MORSS CD Cover Page UNCLASSIFIED DISCLOSURE FORM CD Preentation 712CD For office ue only 41205 12-14 June 2007, at US Naval Academy, Annapoli, MD Pleae complete thi form 712CD a your cover page to

More information

Opportunity Costs and Non-Scale Free Capabilities: Profit Maximization, Corporate Scope, and Profit Margins

Opportunity Costs and Non-Scale Free Capabilities: Profit Maximization, Corporate Scope, and Profit Margins Opportunity Cot and on-scale Free Capabilitie: Profit Maximization, Corporate Scope, and Profit Margin Daniel A. Levinthal* Reginald H. Jone Profeor of Corporate Strategy 309 Steinberg-Dietrich Hall Wharton

More information

Coordinating a Supply Chain Consisted of One Supplier and One Retailer When Demand Disruption Happens

Coordinating a Supply Chain Consisted of One Supplier and One Retailer When Demand Disruption Happens Management Science and Engineering Vol., No., 07, pp. 9-3 DOI:0.3968/947 ISSN 93-034 [Print] ISSN 93-035X [Online] www.ccanada.net www.ccanada.org Coordinating a Supply Chain Conited of One Supplier and

More information

The Arcor/Bagley Merger and the Argentine Biscuit Market: Price Increases vs. Cost Reductions

The Arcor/Bagley Merger and the Argentine Biscuit Market: Price Increases vs. Cost Reductions The rcor/agley Merger and the rgentine icuit Market: rice Increae v. Cot Reduction Germán Coloma* Thi paper analyze the behavior of the rgentine bicuit market during 2003-06 to find out whether any important

More information

Indicative simplified baseline and monitoring methodologies for selected small-scale CDM project activity categories

Indicative simplified baseline and monitoring methodologies for selected small-scale CDM project activity categories III.AU./Verion 01 TYPE III - OTHER PROJECT ACTIVITIES Project participant hall apply the general guideline to SSC CDM methodologie, information on additionality (attachment A to Appendix B) and general

More information

Abstract. 1 Introduction

Abstract. 1 Introduction Automatic conflict detection and reolution in metrorail ytem: evaluation approach for MARCO EU project G.F. D'Addio, M. Mazzucchelli, S. Savio Dipartimento di Ingegneria Elettrica, Univerita di Genova,

More information

Adaptation benefits and costs measurement and policy issues

Adaptation benefits and costs measurement and policy issues WORKING PARTY ON GLOBAL AND STRUCTURAL POLICIES OECD Workhop on the Benefit of Climate Policy: Improving Information for Policy Maker Adaptation benefit and cot meaurement and policy iue by John M. Callaway

More information

MERIT-Infonomics Research Memorandum series. Education and Training in a Model of Endogenous Growth with Creative Destruction

MERIT-Infonomics Research Memorandum series. Education and Training in a Model of Endogenous Growth with Creative Destruction MERIT-Infonomic Reearch Memorandum erie Education and Training in a Model of Endogenou Growth with Creative Detruction driaan van Zon & Roberto ntonietti 2005-011 MERIT Maatricht Economic Reearch Intitute

More information

Modeling Suspended Sediments in Dez Basin (Case Study: The Tale Zang Hydrometric Station)

Modeling Suspended Sediments in Dez Basin (Case Study: The Tale Zang Hydrometric Station) International Reearch Journal of Applied and Baic Science. Vol., 3 (2), 402-407, 2012 Available online at http://www.irjab.com ISSN 2251-838X 2012 Modeling Supended Sediment in Dez Bain (Cae Study: The

More information

Planning and Teaming Lead To "Better, Faster, Cheaper"

Planning and Teaming Lead To Better, Faster, Cheaper From Svenon & Wallace, Inc. ~MANAGEMENT UPDATE On Application Planning and Teaming Lead To "Better, Fater, Cheaper" that Improve Quality and Productivity Fall, 1992 The major theme of thi iue of Management

More information

Application Neutrality and a Paradox of Side Payments

Application Neutrality and a Paradox of Side Payments Application Neutrality and a Paradox of Side Payment Eitan Altman St«ephane Caron INRIA D«epartement d Informatique 2004 Route de Luciole «Ecole Normale Sup«erieure Sophia-Antipoli, France 45 rue d Ulm,

More information

INTERNATIONAL CONFERENCE ON ENGINEERING DESIGN ICED 03 STOCKHOLM, AUGUST 19-21, 2003 EVALUATION OF SOFT REQUIREMENTS DURING PRODUCT DESIGN

INTERNATIONAL CONFERENCE ON ENGINEERING DESIGN ICED 03 STOCKHOLM, AUGUST 19-21, 2003 EVALUATION OF SOFT REQUIREMENTS DURING PRODUCT DESIGN INTERNATIONAL CONFERENCE ON ENGINEERING DESIGN ICED 3 STOCKHOLM, AUGUST 9-, 3 EVALUATION OF SOFT REQUIREMENTS DURING PRODUCT DESIGN Kjell Anderon Abtract Ti paper preent an approac to improve current metod

More information

MARINE SAFETY, QUALITY AND ENVIRONMENTAL MANAGEMENT

MARINE SAFETY, QUALITY AND ENVIRONMENTAL MANAGEMENT GUIDE FOR MARINE SAFETY, QUALITY AND ENVIRONMENTAL MANAGEMENT JULY 2002 American Bureau of Shipping Incorporated by the Legilature of the State of New York 1862 Copyright 2002 American Bureau of Shipping

More information

Item Aggregates and Price Elasticity

Item Aggregates and Price Elasticity Seoul Journal of Buine Volume 16, Number 1 (June 2010) Item Aggregate and Price Elaticity INSEONG SONG *1) Seoul National Univerity Seoul, Korea Abtract Thi tudy provide analytical reult on the ytematic

More information

REQUEST FOR PROPOSAL RFP No. PS CONSULTANT FOR POND RENEWAL AT DR. SUN YAT-SEN PARK AND CLASSICAL CHINESE GARDEN. AMENDMENT No.

REQUEST FOR PROPOSAL RFP No. PS CONSULTANT FOR POND RENEWAL AT DR. SUN YAT-SEN PARK AND CLASSICAL CHINESE GARDEN. AMENDMENT No. FINANCIAL SERVICES GROUP Supply Management vember 3, 2015 REQUEST FOR PROPOSAL RFP. PS20150769 CONSULTANT FOR POND RENEWAL AT DR. SUN YAT-SEN PARK AND CLASSICAL CHINESE GARDEN AMENDMENT. 2 RE: CLOSING

More information

Challenges of Developing ISO Sampling Standards

Challenges of Developing ISO Sampling Standards Challenge of Developing ISO Sampling Standard Ralph Holme CSIRO Mineral Down Under Flaghip Chair ISO/TC 10/SC 1 Sampling Iron Ore Chair ISO/TC 7/SC 4 Sampling Coal and Coke Convenor ISO/TC 183/WG 9 Sampling

More information

Computer Analysis of In-plane Behavior of Masonry Walls Strengthened by FRP Strips

Computer Analysis of In-plane Behavior of Masonry Walls Strengthened by FRP Strips , 22-24 October, 2014, San Francico, USA Computer Analyi of In-plane Behavior of Maonry Wall Strengthened by FRP Strip J. Szolomicki Abtract The paper concern the trengthening uing FRP compoite of maonry

More information

Working Paper Wage Bargaining and Turnover Costs with Heterogeneous Labour: The No-screening Case

Working Paper Wage Bargaining and Turnover Costs with Heterogeneous Labour: The No-screening Case econtor www.econtor.eu Der Open-Acce-Publikationerver der ZBW Leibniz-Informationzentrum Wirtchaft The Open Acce Publication Server of the ZBW Leibniz Information Centre for Economic Strand, J. Working

More information

Maintaining ISO Compliance in Automated Procedures

Maintaining ISO Compliance in Automated Procedures Maintaining ISO 1705 Compliance in Automated Procedure Preenter & Author: Jorge Martin Fluke Corporation PO 9090 M/S 6-30 Everett, WA, USA 9806 Phone: (45) 446 6477; Fax: (45) 446 6390 Email: jmartin@flukecom

More information

About the Authors. Your Shortcuts Might Become Expensive Detours. Dr. Andreas Krueger. Felipe Nogueira

About the Authors. Your Shortcuts Might Become Expensive Detours. Dr. Andreas Krueger. Felipe Nogueira L ea eadmi ni t r a onbynaki a MakeYourDeadl i newi t houtcompr omi i ngqual i t y I FRS16Rapi ddepl oymentgui de naki a. c om About the Author Dr. Andrea Krueger Andrea i a Senior Solution Expert for

More information

Segregation-of-duties conflicts in the insider threat landscape: an overview and case study

Segregation-of-duties conflicts in the insider threat landscape: an overview and case study Segregation-of-dutie conflict in the inider threat landcape: an overview and cae tudy Citation: Balletero, Sherwin, Pan, Lei, Batten, Lynn and Li, Gang 2015, Segregation-of-dutie conflict in the inider

More information

Journal of International Economics

Journal of International Economics Journal of International Economic 92 (2014) 349 362 Content lit available at ScienceDirect Journal of International Economic journal homepage: www.elevier.com/locate/jie Factor Intenity, product witching,

More information

Reactive Power Management of a Wind Farm to Prevent Voltage Collapse of an Electric Power System

Reactive Power Management of a Wind Farm to Prevent Voltage Collapse of an Electric Power System Reactive Power Management of a Wind Farm to Prevent Voltage Collape of an Electric Power Sytem R. M. Monteiro Pereira Intituto Superior Engenharia de Coimbra, Portugal rmfm@iec.pt C. M. Machado Ferreira

More information

CO 2 emissions trading planning in combined heat and power production via multi-period stochastic optimization

CO 2 emissions trading planning in combined heat and power production via multi-period stochastic optimization European Journal of Operational Reearch 176 (2007) 1874 1895 O.R. Application CO 2 emiion trading planning in combined heat and power production via multi-period tochatic optimization Aiying Rong *, Rito

More information

SCHEDULE OF TERMS AND CONDITIONS OF EMPLOYMENT. Your terms and conditions of employment are in accordance with:-

SCHEDULE OF TERMS AND CONDITIONS OF EMPLOYMENT. Your terms and conditions of employment are in accordance with:- SCHEDULE OF TERMS AND CONDITIONS OF EMPLOYMENT 1. CONDITIONS OF SERVICE Your term and condition of employment are in accordance with:- (a) (b) (c) thoe detailed in the full Condition of Service Handbook

More information

Exergy Analysis of Organic Rankine Cycle with Internal Heat Exchanger

Exergy Analysis of Organic Rankine Cycle with Internal Heat Exchanger International Journal of Material, Mechanic and Manufacturing, Vol. 1, No. 1, February 21 Exergy Analyi of Organic Rankine Cycle with Internal Heat Exchanger Kyoung Hoon Kim, Hyung Jong Ko, and Se Woong

More information

PERSPECTIVE. The Digital Consumer Are Automotive OEMs ready for the Digital Autobahn? Abstract

PERSPECTIVE. The Digital Consumer Are Automotive OEMs ready for the Digital Autobahn? Abstract PERSPECTIVE The Digital Conumer Are Automotive OEM ready for the Digital Autobahn? Abtract The Digital Conumer The rie of multiple brand and choice, in the current market cenario, ha caued a compulion

More information

Available online at ScienceDirect. Energy Procedia 48 (2014 )

Available online at   ScienceDirect. Energy Procedia 48 (2014 ) Available online at www.ciencedirect.com ScienceDirect Energy Procedia 48 (2014 ) 806 812 SHC 2013, International Conference on Solar Heating and Cooling for Building and Indutry September 23-25, 2013,

More information

Modal Response of Hydraulic Turbine Runners

Modal Response of Hydraulic Turbine Runners 1 (9) Modal Repone o Hydraulic Turbine Runner Q.W. LIANG Center o Indutrial Diagnotic and Fluid Dynamic (CDIF), Technical Univerity o Catalonia, Barcelona, Spain, quanwei@m.upc.edu C. G. RODRIGUEZ Center

More information

professional quest 360 Feedback Reports

professional quest 360 Feedback Reports Survey Deign, Ditribution & Analyi Software profeional quet 360 Feedback Report Package Content Thi reporting package contain a jut a few of the many report that could be ued to analye a 360 degree feedback

More information

Management Science Letters

Management Science Letters Management Science Letter 2 (2012) 3049 3054 Content lit available at GrowingScience Management Science Letter homepage: www.growingscience.com/ml Identification and prioritization of hazardou material

More information

STUDY THE EFFECT OF WHEAT MARKET LIBERALIZATION ON RURAL WELFARE IN IRAN

STUDY THE EFFECT OF WHEAT MARKET LIBERALIZATION ON RURAL WELFARE IN IRAN 69 STUDY THE EFFECT OF WHEAT MARKET LIBERALIZATION ON RURAL WELFARE IN IRAN Koohar Khaledi, h.d. of Agricultural Economic, Department of Agricultural Economic, Kermanhah Branch, Ilamic Azad Univerity,

More information

Income Distribution Effects of EU Rural Development Policies: The Case of Farm Investment Support

Income Distribution Effects of EU Rural Development Policies: The Case of Farm Investment Support Income itribution Effect of EU Rural evelopment Policie: The Cae of Farm Invetment Support Pavel Ciaian 1 and Tomáš Ratinger 1 IPTS-JRC European Commiion and Slovak Agricultural Univerity UZEI - Intitute

More information

FINITE ELEMENT INVESTIGATION ON THE INTERACTION BETWEEN SHALLOW AND DEEP EXCAVATED TWIN TUNNELS

FINITE ELEMENT INVESTIGATION ON THE INTERACTION BETWEEN SHALLOW AND DEEP EXCAVATED TWIN TUNNELS VOL. 13, NO. 1, JANUARY 18 ISSN 1819-668 6-18 Aian Reearch Publihing Network (ARPN). All right reerved. FINITE ELEMENT INVESTIGATION ON THE INTERACTION BETWEEN SHALLOW AND DEEP EXCAVATED TWIN TUNNELS Adel

More information

STRATEGIC COMMUNICATIONS, CRISIS MANAGEMENT & PUBLIC RELATIONS MASTERCLASS

STRATEGIC COMMUNICATIONS, CRISIS MANAGEMENT & PUBLIC RELATIONS MASTERCLASS Tel: +27 11 0565 313, Fax +27 86 548 2231, Email: info@centuryacademy.co.za STRATEGIC COMMUNICATIONS, CRISIS MANAGEMENT & PUBLIC RELATIONS MASTERCLASS WHO SHOULD ATTEND Communication Officer Communication

More information

Programme title: Master of Science in Human Resource Management (CIPD) MSc (top up): 1 year (part time) April 2018

Programme title: Master of Science in Human Resource Management (CIPD) MSc (top up): 1 year (part time) April 2018 Programme Specification Faculty of Management, Law and Social Science Programme title: Mater of Science in Human Reource Management (CIPD) Academic Year: 2018/19 Degree Awarding Body: Final and interim

More information

Enabling Collaborative Data Sharing in Google+

Enabling Collaborative Data Sharing in Google+ Enabling Collaborative Data Sharing in Google+ Hongxin Hu Delaware State Univerity, Dover, Delaware, 19901 hxhu@au.edu Gail-Joon Ahn and Jan Jorgenen Arizona State Univerity, Tempe, Arizona, 85287 {gahn,jan.jorgenen}@au.edu

More information

Calculation of crack width and crack spacing

Calculation of crack width and crack spacing Preented at Nordic Mini-eminar: Fibre reinforced concrete, Trondheim, November 5 th 2007. Calculation of crack width and crack pacing Ingemar Löfgren Thoma Concrete Group E-mail: ingemar.lofgren@tcg.nu

More information

Carrier-Gas Enhanced Atmospheric Pressure Desalination (Dewvaporation): Economic Analysis and Comparison to Reverse Osmosis and Thermal Evaporation

Carrier-Gas Enhanced Atmospheric Pressure Desalination (Dewvaporation): Economic Analysis and Comparison to Reverse Osmosis and Thermal Evaporation Carrier-Ga Enhanced Atmopheric Preure Dealination (Dewvaporation): Economic Analyi and Comparion to Revere Omoi and Thermal Evaporation Noah Abba and Kehinde Adeoye Chemical Engineering Undergraduate Univerity

More information

Label Confusion: The Groucho Effect of Uncertain Standards. Rick Harbaugh, John W. Maxwell, and Beatrice Roussillon.

Label Confusion: The Groucho Effect of Uncertain Standards. Rick Harbaugh, John W. Maxwell, and Beatrice Roussillon. Label Confuion: The Groucho Effect of Uncertain Standard Rick Harbaugh, John W. Maxwell, and Beatrice Rouillon November 15, 21 Abtract Label certify that a product meet ome tandard for quality, but often

More information

Effect of HFTID Controller on the Stability of Thermal Power Generator

Effect of HFTID Controller on the Stability of Thermal Power Generator Effect of HFTID Controller on the Stability of Thermal Power Generator Anhuman Sehgal, Japreet Kaur, Parveen Lehana 2 Department of Electrical Engineering, Baba Banda Singh Bahadur Engineering College,

More information

Fatigue Crack Repair Using Drilled Holes and Externally Bonded CFRP Strips

Fatigue Crack Repair Using Drilled Holes and Externally Bonded CFRP Strips Bridge Maintenance, Safety, Management, Reilience and Sutainability Biondini & Frangopol (Ed) 212 Taylor & Franci Group, London, ISBN 978--415-62124-3 Fatigue Crack Repair Uing Drilled Hole and Externally

More information

Participation, Growth and Social Poverty: Social Capital in a Homogeneous

Participation, Growth and Social Poverty: Social Capital in a Homogeneous The Open Economic Journal, 2008,, -3 Open Acce Participation, Growth and Social Poverty: Social Capital in a Homogeneou Society Angelo Antoci *,, Pier Luigi Sacco 2 and Paolo Vanin 3 DEIR, Univerity of

More information

Intel Non-CPU Component Products IEEE (EPEAT) Declaration

Intel Non-CPU Component Products IEEE (EPEAT) Declaration Intel Non-CPU Component Product IEEE 1680-2009 (EPEAT) Declaration Supplier Information Company Name Intel Corporation Contact Title Product Ecology Engineer epone Document ID Contact Phone 480-554-7647

More information

HOW A REDUCTION OF STANDARD WORKING HOURS AFFECTS EMPLOYMENT DYNAMICS. Summary

HOW A REDUCTION OF STANDARD WORKING HOURS AFFECTS EMPLOYMENT DYNAMICS. Summary De Economit (2010) 158:193 207 The Author() 2010 DOI 10.1007/10645-010-9142-5 Thi article i publihed with open acce at Springerlink.com DE ECONOMIST 158, NO. 2, 2010 HOW A REDUCTION OF STANDARD WORKING

More information

Minimization of exergy losses in combustion processes with an illustration of a membrane combustion

Minimization of exergy losses in combustion processes with an illustration of a membrane combustion Minimization of exergy loe in combution procee with an illutration of a membrane combution Markku J. Lampinen*, Ralf Wikten, Arto Sarvi, Kari Saari and Marjut Penttinen Aalto Univerity, Department of Energy

More information

570 International Journal of Scientific & Engineering Research, Volume 5, Issue 10, October-2014 ISSN

570 International Journal of Scientific & Engineering Research, Volume 5, Issue 10, October-2014 ISSN 57 International Journal of Scientific & Engineering Reearch, Volue 5, Iue, October-4 Hydraulic Network Model of Water Ditribution Syte in Al Hakee Quarter, Maqil Ditrict, Barah, South of Iraq Ali H. Al

More information

Concurrent Design Facility System Requirements Document

Concurrent Design Facility System Requirements Document CDF DOCUMENT document title/ titre du document Concurrent Deign Facility Sytem Requirement Document Prepared by/préparé par Ro Henderon reference/réference iue/édition 1 reviion/réviion 1 date of iue/date

More information

Significant Changes in the 2005 ACI Code Including Changes Affecting Precast/Prestressed Concrete Part 1

Significant Changes in the 2005 ACI Code Including Changes Affecting Precast/Prestressed Concrete Part 1 Significant Change in the 2005 ACI Code Including Change Affecting Precat/Pretreed Concrete Part 1 S. K. Ghoh, Ph.D., FPCI Preident S. K. Ghoh Aociate, Inc. Palatine, Illinoi Significant change made ince

More information

CONSTRUCTION SPECIFICATION FOR COMPACTING

CONSTRUCTION SPECIFICATION FOR COMPACTING ONTARIO PROVINCIAL STANDARD SPECIFICATION OPSS.MUNI 501 NOVEMBER 2017 CONSTRUCTION SPECIFICATION FOR COMPACTING TABLE OF CONTENTS 501.01 SCOPE 501.02 REFERENCES 501.03 DEFINITIONS 501.0 DESIGN AND SUBMISSION

More information

Study of Enhanced Bioremediation in Treatment of Gas Condensates Contaminated Soil

Study of Enhanced Bioremediation in Treatment of Gas Condensates Contaminated Soil Iranian Journal of Chemical Engineering Vol. 9, No. 4 (Autumn), 2012, IAChE Study of Enhanced Bioremediation in Treatment of Ga Condenate Contaminated Soil J. Shayegan, A. Babaee School of Chemical and

More information

Tom-Reiel Heggedal and Karl Jacobsen

Tom-Reiel Heggedal and Karl Jacobsen Dicuion Paper No. 536, April 2008 Statitic Norway, Reearch Department Tom-Reiel eggedal and Karl Jacoben Timing of innovation policie when carbon emiion are retricted: an applied general equilibrium analyi

More information

Business-driven decision support for change management: planning and scheduling of changes

Business-driven decision support for change management: planning and scheduling of changes Buine-driven deciion upport for change management: planning and cheduling of change Jacque Sauvé 1, Rodrigo Rebouça 1, Antão Moura 1, Claudio Bartolini 2, Abdel Boulmakoul 3, David Tratour 3 1 Departamento

More information

Design a Sustainable Supply Chain under Uncertainty using Life Cycle Optimisation and Stochastic Programming

Design a Sustainable Supply Chain under Uncertainty using Life Cycle Optimisation and Stochastic Programming 151 A publication of CHEMICAL ENGINEERING TRANSACTIONS VOL. 61, 2017 Guet Editor: Petar S Varbanov, Rongxin Su, Hon Loong Lam, Xia Liu, Jiří J Klemeš Copyright 2017, AIDIC Servizi S.r.l. ISBN 978-88-95608-51-8;

More information

Land-Surface Models, Page 1

Land-Surface Models, Page 1 Land-Surface Model Introduction A land-urface model mut be able to accurately depict the interaction of the atmophere with the underlying urface land a well a the interaction of the ub-urface, or ubtrate,

More information

Obsolescence vs. Deterioration with Embodied Technological Change

Obsolescence vs. Deterioration with Embodied Technological Change Obolecence v. Deterioration with Embodied Technological Change Frank C. Wykoff* October 9, 2004 fwykoff@pomona.edu Department of Economic Pomona College 425 N. College Avenue Claremont, CA 91711 (909)

More information

MARINE HEALTH, SAFETY, QUALITY, AND ENVIRONMENTAL MANAGEMENT

MARINE HEALTH, SAFETY, QUALITY, AND ENVIRONMENTAL MANAGEMENT Guide for Marine Health, Safety, Quality and Environmental Management GUIDE FOR MARINE HEALTH, SAFETY, QUALITY, AND ENVIRONMENTAL MANAGEMENT AUGUST 2009 (Updated November 2010 ee next page) American Bureau

More information

Simultaneous Synthesis of Multi-Period Heat Exchanger Networks for Multi-Plant Heat Integration

Simultaneous Synthesis of Multi-Period Heat Exchanger Networks for Multi-Plant Heat Integration 757 A publication of CHEMICAL ENGINEERINGTRANSACTIONS VOL. 61 2017 Guet Editor:PetarSVarbanov Rongxin Su Hon Loong Lam Xia Liu Jiří J Klemeš Copyright 2017 AIDIC ServiziS.r.l. ISBN978-88-95608-51-8; ISSN

More information

Pigments Special Applications SAnODAL, SANODURe. For the dyeing of anodized aluminum

Pigments Special Applications SAnODAL, SANODURe. For the dyeing of anodized aluminum Pigment pecial Application AnODAL, ANODURe AND ANODYE DYE For the dyeing of anodized aluminum PRODUCT NAME Dark hade Light hade ANODYE Yellow 3GL ANODYE Yellow D ANODAL GOLD 4N ANODURE Fat Gold L ANODURE

More information

INFLUENCE OF MATERIAL PROPERTIES AND VERTICAL PRE-COMPRESSION ON THE SHEAR BEHAVIOUR OF MORTAR JOINTS. Miklós Molnár 1

INFLUENCE OF MATERIAL PROPERTIES AND VERTICAL PRE-COMPRESSION ON THE SHEAR BEHAVIOUR OF MORTAR JOINTS. Miklós Molnár 1 INFLUENCE OF MATERIAL PROPERTIES AND VERTICAL PRE-COMPRESSION ON THE SHEAR BEHAVIOUR OF MORTAR JOINTS ABSTRACT Mikló Molnár 1 The influence of mortar type on the hear behaviour of bed joint ubjected to

More information

Measuring the Accountability of Advertising Expenses in the Presence of Sales Cost Inefficiency and Marketing Spillovers

Measuring the Accountability of Advertising Expenses in the Presence of Sales Cost Inefficiency and Marketing Spillovers Univerity of Nebraka - Lincoln DigitalCommon@Univerity of Nebraka - Lincoln Preentation, Working Paper, and Gray Literature: Agricultural Economic Agricultural Economic Department October 2005 Meauring

More information

environment of the Poyang Lake of the department of Education, Nanchang University, Nanchang330031, China

environment of the Poyang Lake of the department of Education, Nanchang University, Nanchang330031, China doi:10.21311/002.31.10.20 Cot - Benefit Analyi of Green Building Baed on Input - Output Theory Liu Wei 1, 2, 3, Wu zhijiang 1 1 Eat China Jiaotong Univerity, Nanchang330013, China 2 The School of economic

More information