Indirect evolution vs. strategic delegation: a comparison of two approaches to explaining economic institutions

Size: px
Start display at page:

Download "Indirect evolution vs. strategic delegation: a comparison of two approaches to explaining economic institutions"

Transcription

1 European Journal of Poltcal Economy Vol Indrect evoluton vs. strategc delegaton: a comparson of two approaches to explanng economc nsttutons Martn Dufwenberg a,b,), Werner Guth c a CentER for Economc Research, Tlburg nõersty, Tlburg, The Netherlands b Department of Economcs, ppsala nõersty, Sweden c Department of Economcs, Humboldt nõersty, Berln, Germany Receved 1 November 1997; receved n revsed form 1 March 1998; accepted 1 July 1998 Abstract Two major methods of explanng economc nsttutons are compared for the case of a homogenous quadratc duopoly market. In the ndrect evolutonary approach, sellers may evolve to care for sales, n addton to proft. In the strategc delegaton approach, sellers may desgn ncentves so that ther agents care for sales. The two approaches model dfferent phenomena, but both allow certan knds of commtment. We nvestgate under what crcumstances the two approaches lead to smlar market outcomes. The results underscore the techncal smlartes as well as the conceptual dfferences between the two approaches. q 1999 Elsever Scence B.V. All rghts reserved. JEL classfcaton: C7; D1; D43 Keywords: Indrect evoluton; Strategc delegaton; Commtment; Duopoly market; Agency theory 1. Introducton For a gven nsttutonal desgn, one often can derve results concernng the nature of strategc nteracton by applyng tools of game theory. However, the bulk ) Correspondng author. Department of Economcs, Stockholm nversty, Stockholm, Sweden. Tel.: q ; Fax: q ; E-mal: md@ne.su.se r99r$ - see front matter q 1999 Elsever Scence B.V. All rghts reserved. PII: S

2 8 M. Dufwenberg, W. GuthrEuropean Journal of Poltcal Economy 15 ( 1999) of economc analyss does not address the queston of why certan nsttutons preval. Ths study compares two methods of explanng nsttutonal desgns, nstead of assumng nsttutonal desgn as exogenously gven. The frst approach, to whch we refer as strategc delegaton, has a long standng tradton n the socal scences. People do not only decde wthn certan nsttutons, but they decde upon nsttutonal desgn. A famous example s, for nstance, the contrat socal Ž Rousseau, 176., whch s often referred to when justfyng consttutonal desgn. Clearly, such a contract s only a fcton. There are, however, more realstc examples, for example when legal rules are changed by qualfed majortes, for nstance, by unanmous approval. More specfcally, let an nsttutonal desgn be represented by the rules of a fnal subgame and assume that earler choces n the game allow us to rule out certan subgames. The soluton of the game not only determnes behavor n fnal subgames, but also the choce of subgames,.e., nsttutonal choce. In the case of strategc delegaton, the fnal subgame s characterzed by the motvaton structure of the nteractng agents, and prncpals strategcally desgn the ncentves of ther agents. The second method we consder s the ndrect evolutonary approach, n whch an eõolutonarly stable nsttutonal desgn s derved va evolutonary rather than strategc consderatons. More specfcally, an ndrect evolutonary analyss frst determnes the soluton for any nsttutonal arrangement, and then selects from varous such structures n an eõolutonary model wth nsttutonal desgn constellatons as mutants. We compare the two approaches of strategc delegaton and ndrect evoluton for the case of a smple duopoly where sellers on a homogenous goods market mght care about sales n addton to profts. Strategc delegaton requres a team consstng of a prncpal and hs agent, whereas under ndrect evoluton sellers may themselves evolve to develop an evolutonarly stable concern for sales. The two approaches are conceptually very dfferent. Whereas under strategc delegaton nsttutons are chosen, wth the ndrect evolutonary approach decson or game theory s restrcted to predctng the choce behavor wthn a gven nsttutonal setup. Moreover, strategc delegaton nvolves a rcher socal settng than does the ndrect evolutonary approach, snce strategc delegaton ncludes agents who are absent n the other approach. For these reasons, one mght suspect the two approaches wll lead to very dfferent results. There s, however, also a smlarty between the two approaches. Modelng evoluton by specfyng a Ž geno. type space and an evolutonary dynamcs or a statc evolutonary stablty concept guaranteeng dynamc stablty Žsee Hammersten and Selten, 1994 as well as Webull, poses a challenge smlar to that of modelng the overall game n strategc delegaton. In each case, a certan knd of commtment s nvolved. nder strategc delegaton the prncpal may commt to a partcular behavor by desgnng approprate ncentves; under ndrect evoluton the players preferences are shaped by evoluton, and these preferences may

3 M. Dufwenberg, W. GuthrEuropean Journal of Poltcal Economy 15 ( 1999) serve as commtment devces. 1 Therefore, one may be led to suspect that the two approaches should yeld smlar results. We frst nvestgate a benchmark model of ndrect evoluton n whch sellers may evolve to care for sales n addton to profts. We show that a pure preference for proft maxmzaton s not evolutonarly stable and that the market outcome s more compettve than wth pure proft maxmzaton. We then analyze a model of strategc delegaton n whch the class of feasble contracts s closely comparable to the mutant space under ndrect evoluton. We show that t generates the same market outcome as does the model of ndrect evoluton, despte the prncpals carng for proft only. Ths result ndcates a way n whch one may thnk of ndrect evoluton as correspondng to a specal form of strategc delegaton. In ths sense, our analyss underscores the smlarty between the two approaches. However, f one thnks of natural knds of strategc delegaton contracts that allow for an nduced concern for sales, then other sets of feasble contracts may come to mnd. We look at one such set. At frst glance, one may suspect that the same result as before wll come about, but we show that a dfferent outcome obtans. Ths fndng underscores the conceptual dfferences between the two approaches. If the mutant space of the evolutonary model s natural n that settng, whle the alternatve set of strategc delegaton contracts s natural wth strategc delegaton, then the outcome s senstve to whether the market nsttuton s shaped by evoluton or by desgn. In Secton, we specfy the basc features of the market model we analyze throughout. In Secton 3, we present the model of ndrect evoluton, and compare the outcome to the standard model. In Secton 4, we consder strategc delegaton when agents may be nduced to care for sales, and show that wth an approprate restrcton on the set of feasble contracts the same market outcome results as under ndrect evoluton. Secton 5, studes strategc delegaton wth a dfferent set of feasble contracts for nducng a concern for sales, and shows that the market outcome changes. In Secton 6, we comment on how our results are affected f preference parametersrcontracts are not observable. Secton 7 concludes.. The market model We consder a smple homogenous duopoly market a` la Cournot Ž Sellers s 1, smultaneously choose ther sales amounts x G 0. Assumng a lnear 1 Ths observaton explans why applcatons of the ndrect evolutonary approach sometmes prompt questons whether the ndrect evolutonary approach s the same as the strategc delegaton approach. The typcal argument made s that n a socal dlemma stuaton, due to the scope for ndvdual opportunsm, cooperatve results can be assured by commtments Žnot to behave opportunstcally. and that strategc delegaton and ndrect evoluton provde just two stores how such commtments may result.

4 84 M. Dufwenberg, W. GuthrEuropean Journal of Poltcal Economy 15 ( 1999) demand functon and normalzng t approprately allows us to wrte seller s revenue as x P 1yx yx for s1, and /j. 1. j The market prce s Ž 1yx yx. j. We do not a pror exclude the possblty of negatve prces, but such outcomes wll n fact not be vable under ether of the two approaches to be dscussed. The costs of producton are assumed to be gven by 1r cx qc wth c, C)0.. Accordng to the structural relatonshps 1. and., the market s symmetrc. The proft p Ž x, x. j of seller s1, for sales amounts x and x j wth /j s determned by p Ž x, x. sx 1yx yx y1r cx yc. 3. j j Let us fnally recall the usual results for ths market. For s1,, equlbrum sales, prce and profts can be derved as 1 x s 3qc 4. 1qc ps 3qc 5. c 1q p Ž x, x j. s yc. 6. Ž 3qc. 3. Indrect evoluton The ndrect evolutonary approach allows endogenous dervaton of the rules of the game Ž see Guth and Yaar, 199., and t can therefore be vewed as a way to generalze neo-classcal theory whch tradtonally takes such rules to be exogenously determned. In drect evolutonary analyss or usual evolutonary game theory, one assumes behavor to be genetcally determned Žsee Hammersten and Selten, 1994 for a survey. or acqured phenotypcally va learnng or by cultural evoluton Ž see, for nstance, Boyd and Rcherson, We, however, do not study the evoluton of behavor drectly. Rather a more basc feature of the game, n our case preferences, s the object of evoluton. Ratonal behavor s taken for

5 M. Dufwenberg, W. GuthrEuropean Journal of Poltcal Economy 15 ( 1999) granted, but behavor may nevertheless be ndrectly affected should preferences change. If n a blateral encounter behavor may be guded by an addtonal ncentve, one frst solves all the games resultng from such ncentves for both players. sng these results, one then defnes an evolutonary model wth the possble ncentves as strateges or mutants, and derves the evolutonarly stable ncentve constellaton IncentÕes for sales It s often clamed that sellers are not only nterested n ther profts, but also n ther prestge as sellers Ž see for example Wllamson, Such prestge can be measured by sales Ž quantty amounts.. 3 In general, there may be many ways to nclude such a concern for the quantty sold. Here, we wll rely on the most smple way of dong so, namely by specfyng utltes už x, x j. sp Ž x, x j. qbx Ž 3.1. where p Ž x, x. s as defned by Eq. 3. j, and where bgr s a constant whch measures s predsposton to care for sales. We refer to b as seller s concern for sales. The man restrcton of Ž 3.1. s that t combnes s concerns for profts and sales n an addtve way. The frst step of our ndrect evolutonary analyss requres us to determne the market results for all Ž b,b. 1 constellatons, not necessarly wth b1sb. Wth the help of these results, we then defne an evolutonary game wth mutantsrstrateges b1 and b. The success of a mutant s measured by the proft t makes. 4 Determnng an evolutonarly stable mutant thus answers the queston whether and to what extent sellers evolve n such a way that they care for sales n addton to profts. For the same type of Ž duopoly. market envronment, Bester and Guth Ž analyzed whether altrusm s evolutonarly stable whereas Guth and Huck Ž allow for all possble quadratc proft functons and show that monopolstc competton Ž n the sense of neglectng mutual dependency. can be stable. 3 Snce profts are usually prvate nformaton whereas sales are often wdely known, t s much more lkely that the prestge of a seller depends on sales rather than on profts. Larger sales often requre large producton amounts and thereby an ncreased or more stable use of the labor force, suggestng that a concern for sales mght result from more basc nterests. 4 For genetcal evoluton ths, s rather obvous: The materal success s monotoncally related to reproductve success n the sense of the expected number of offsprng. In case of cultural evoluton Ž Boyd and Rcherson, 1995., the justfcaton s that adaptaton should depend on nterpersonally observable success measures lke proft, and not on ndvdual satsfacton measures whch cannot be observed by others and do not matter for them.

6 86 M. Dufwenberg, W. GuthrEuropean Journal of Poltcal Economy 15 ( 1999) Market nteracton wth a drect concern for sales Our model has been chosen to smplfy the dervaton of market equlbra. From and E u Ž x, x j. s1qb y Ž qc. x yx j s0 Ž 3.. Ex E už x, x j. syž qc. -0 Ž 3.3. Ex for s 1, and j/, one derves equlbrum sales amounts as functons of Ž b,b. 1 : 1qcybjq Ž qc. b x sx Ž b,bj. s. Ž 3.4. Ž 1qc.Ž 3qc. Note that we use x both to refer to a specfc optmum choce of x for gven preference parameters, and to refer to the functon descrbng ths connecton. In many cases below, we make an analogous use of notaton because ths smplfes the presentaton greatly The eõolutonary model If one nserts the soluton Ž 3.4. nto the proft functon 3. one can derve each frm s proft as a functon of Ž b, b. and obtan for s1, wth j/ 1 Ž j. Ž j. Ž. p b,b sx 1yx yx y1r c x yc. 3.5 Eq. Ž 3.5. s a proft functon expressng market success as a functon of the possble ncentves for sales. We refer to Eq. Ž 3.5. as the seller s reproductve success from the ncentve constellaton Ž b, b. j. By Gs Ž M, p. Ž 3.6. wth M Ž the mutant space. equal to R Ž the set of real numbers., and p defned by Eq. Ž 3.5. for all possble ncentve constellatons b, bjg M we have defned an evolutonary model whose evolutonarly stable strateges we now wsh to determne The eõolutonarly stable concern for sales An evolutonarly stable concern for sales can be defned as an evolutonarly stable strategy Ž ESS. of the evolutonary model defned n Ž Thus, b s an ESS f p Ž b,b. Gp Ž b,b. ;bgm Ž 3.7.

7 M. Dufwenberg, W. Guthr European Journal of Poltcal Economy 15 ( 1999) and f p Ž b,b.)p Ž b,b. ;bg M such that p Ž b,b. s p b,b. Ž 3.8. For the case at hand, t suffces to look at condton Ž 3.7., snce the best reply s unque n every symmetrc equlbrum Ž b, b. of the symmetrc evolutonary model G. From E p Ž b,bj. s 0 Ž 3.9. Eb E Eb p b,b -0 Ž j as well as from bs b j, one obtans 1 b s b Ž c. s. Ž q 5cq c Note that b )0. A pure preference for proft maxmzng behavor,.e., bs 0, s not promoted by evolutonary forces. Only for extremely large values of c wll the market evolve n such a way that sellers do not care for sales drectly. When c 0 the parameter b Ž c., expressng a drect concern for sales n the sense of the utlty functon Ž 3.1., ncreases to 1r The market outcome under ndrect eõoluton The market outcome under ndrect evoluton can be determned by nsertng b s b s b nto Eq. Ž 3.4. j. For s 1,, equlbrum sales, prce and profts can be derved as 1q b 6q 5cq c x s s Ž q c Ž 3q c.ž 5q 5cq c. 3q 5cq c q cž 5q 5cq c. p s Ž Ž 3q c.ž 5q 5cq c. c j p Ž x, x. s p x y Ž x. y C. Ž We now compare the sales gven here wth those obtaned n the standard Cournot model of Secton. From Ž 3.1. and 4., we derve x 6q 5cq c s Ž x 5q 5cq c showng that the market results from ndrect evoluton are more compettve than n the standard Cournot model. Ths relaton wll, furthermore, ncrease when c

8 88 M. Dufwenberg, W. GuthrEuropean Journal of Poltcal Economy 15 ( 1999) becomes smaller and dsappears when c `. It s straghtforward to show that the prce and the proft levels Ž under ndrect evoluton are lower than n the standard Cournot model We summarze the fndngs of Secton 3 as follows. Theorem 1. If n a symmetrc market wth profts (.3 ), sellers can deõelop ncentões of the form ( 3.1) and f the ncentões of both sellers are commonly known, the only eõolutonarly stable drect concern for sales s b, defned by Eq. ( 3.11 ). The market outcome, gõen by ( ), wll be more compettõe than n the standard Cournot model. 4. Strategc delegaton In ths secton, we nvestgate the consequences of lettng sellers nduce a concern for sales va strategc delegaton, restrctng the set of feasble contracts so as to correspond closely to the mutant space of the prevous secton. We show that the same market outcome as under ndrect evoluton results. Strategc delegaton reles on a rcher socal structure of the market than ndrect evoluton. The two seller frms, j s 1, wth / j are now to be represented by two teams Ž P, A. and Ž P, A. j j of prncpals P and Pj and ther respectve agents. Strategc delegaton 5 typcally takes the form that frst, the two prncpals propose contracts whch then, f accepted by the agents, gude behavor n the market. From now on, we presume that agents always accept ther contracts, but that these contracts must net each agent zero payoff n the end Žn subgame perfect equlbrum.. By rggng the model approprately, ths can be justfed by assumng outsde optons of zero worth for the agents, and presumng that each prncpal makes a take-t-or-leave-t offer to hs agent. Snce agents wll make zero payoff, whatever proft s generated n the market goes to the prncpals. Ths facltates a clear-cut comparson between the outcomes under strategc delegaton and ndrect evoluton. Suppose each prncpal s restrcted to propose a contract of the form Ž G, b. wth G, bgr Ž 4.1. that determnes agent s payoff as u Ž x, x. sg qx 1yx yx qb x y1r cx yc. Ž 4.. j j We refer to G, a drect transfer from the prncpal to the agent Ž whch may be negatve., as agent A s salary. Ths transfer has no effect on the agent s 5 Dfferent aspects of strategc delegaton have been analyzed by Fershtman and Judd Ž 1987., Fershtman and Kala Ž n press., Fershtman et al. Ž 1991., Green Ž 1990., Katz Ž 1991., Rotemberg Ž 1994., Callaud et al. Ž 1995., Gal-Or Ž and Bak and Km Ž For an expermental study, see Fershtman and Gneezy Ž

9 M. Dufwenberg, W. GuthrEuropean Journal of Poltcal Economy 15 ( 1999) ncentves, but t puts all the barganng power n the hands of the prncpal. Snce the agent can earn only zero outsde the frm, the prncpal can reap all profts avalable, just lke n the evolutonary model where no agent was present. We refer to b as A s sales ncentões. Whereas under ndrect evoluton the sellers could evolve so as to care for sales n addton to profts, now prncpals can nduce smlar concerns for sales n ther agents by approprate choces of b. Prncpal P s motvated to extract as much payment as possble from hs agent s actvty, and hence to choose Ž G, b. so as to maxmze R syg yb x. Ž 4.3. We solve the model for a subgame perfect equlbrum usng backwards nducton: For gven choces of contracts, each agent wll choose sales so as to maxmze Ž 4... The relevant condtons match those gven n Ž 3.. and Ž 3.3., so the sales decson wll be as gven by Ž In any subgame perfect equlbrum, each prncpal takes ths behavor as gven and choose a contract Ž G, b. whch s optmal gven the other prncpal s choce of contract. Frst, G should be chosen so that Ž 4.. s equal to zero. Substtutng from Ž 3.4. n Ž 4.., and then substtutng the optmal value for G n Ž 4.3. shows that Ž 4.3. can be replaced by Ž Hence, each prncpal s choce of b must be gven by Ž 3.9. and Ž for each s 1,. Careful nspecton of Ž 3.9. and Ž Ž reveals that there cannot be any asymmetrc equlbra b, b. 1 wth b 1 / b. The subgame perfect equlbrum choces of b are unque and gven by b as gven n Ž The followng theorem summarzes these fndngs. Theorem. Strategc delegaton n the form of ( 4.1 ) results n contracts ( G, b ) wth sales ncentões b, defned by Eq. ( 3.11 ). Sales, prces, and profts wll be gõen by ( ). Hence, the same market outcome results as under ndrect eõoluton. 5. Strategc delegaton wth a dfferent set of feasble contracts The set of strategc delegaton contracts that are feasble under 4.1 tghtly correspond to the mutant space allowed under the ndrect evoluton approach of Secton 3. Hence, the results of Secton 4 ndcate a way n whch one may thnk of ndrect evolutonary as correspondng to a partcular form of strategc delegaton. However, strategc delegaton that allows for a concern for sales to be nduced may take many forms not allowed n Secton 4. In ths secton, we consder another set of feasble contracts whch may seem natural. At frst glance, one may thnk that the same market outcome as n Secton 4 wll obtan. We show that ths s not the case though. Ths fndng underscores the conceptual dfferences between the ndrect evolutonary approach and the approach of strategc

10 90 M. Dufwenberg, W. GuthrEuropean Journal of Poltcal Economy 15 ( 1999) delegaton. Whle there are techncal smlartes between the two approaches that under certan crcumstances lead to smlar outcomes, when each approach s set up and motvated ndependently, there s no reason to beleve they lead to the same outcome. Suppose each prncpal s restrcted to propose a contract of the form Ž G, b. wth G, bgr Ž 5.1. wth payoff to agent gven as už x, x j. sgqbx y1r cx yc. Ž 5.. Espressons Ž 5.1. dffers from Ž 4.1. n that the agents do not care at all about revenue. As wth Ž 4.1., prncpals may develop a concern for sales va ther agents. To determne the results of strategc delegaton, one smply has to solve the two-stage game for the subgame perfect equlbrum Ž whch agan s unque.. Frst, prncpals choose contracts as descrbed n Ž 5.1. and then, knowng both contracts, each agent s 1, chooses x to maxmze Ž 5... When choosng a contract Ž G, b. prncpal P maxmzes R sx 1yx yx yg yb x. Ž 5.3. j It can be easly seen that the agents face ndependent maxmzaton tasks. More specfcally, the payoff u Ž x, x. j depends only on x and not at all on x j. Maxmzaton of u Ž x, x. as defned by Ž 5.. by choce of x yelds j x q sb rc for s1,. Ž 5.4. Prncpal P wll choose G such that the agent s payoff wll be zero. Insertng Ž 5.4. nto Eq. Ž 5.. and settng u s 0 yelds b q q G sg b scy for s1,. 5.5 c Insertng 5.4 and 5.5, all these values, nto 5.3 results n b b q R Ž b,bj. s Ž cybybj. y yc Ž 5.6. c c for, js1, and /j. Snce due to the defnton of G q Ž b., partcpaton of the agent s guaranteed, prncpal P can desgn an optmal contract Ž G, b. by maxmzng R q Ž b, b. wth respect to b. From j E 1 b q R Ž b,bj. s Ž cyb yb. y s0 Ž 5.7 j. Eb c c

11 and M. Dufwenberg, W. GuthrEuropean Journal of Poltcal Economy 15 ( 1999) E y 1 q R b,b s y -0, Ž 5.8 Ž j.. Eb c c one obtans Ž qc. b scyb Ž 5.9. j for, js1, and /j. Lettng b q sb sb, we get 1 b q sb q c scr 3qc Thus, wth c)0, each prncpal P, who s restrcted to contracts of the form q 5.1, wll choose a postve ncentve parameter b. Insertng bqsbsbj nto Eq. Ž 5.4. reveals that the market outcome s the same as n Secton. 1 q x s Ž qc 1qc q p s Ž qc c 1q q q q R Ž x, x j. s yc. Ž Ž 3qc. It may or may not surprse the reader that strategc delegaton under Ž 5.1. leads to the same outcome as the usual Cournot model. 6 To see why, note that each prncpal can nfluence only hs own agent s choce of sales Žsee Ž Therefore, n equlbrum each prncpal chooses sales ncentves so as to nduce hs agent to choose the sales amount whch s a best reply to the sales amount of hs compettor. 7 nlke n Secton 4, where each prncpal nfluenced both agents choces of sales Žsee Ž 3.4.., there s no commtment value to dong dfferently. Ths does not mean, however, that strategc delegaton does not matter. Suppose that only prncpal P could use strategc delegaton accordng to Ž 5.1., whle the other producer was left on hs own Ž lke the frms n Secton.. Frst, P announces a contract, then hs agent and the other producer smultaneously choose sales amounts. In ths case one can show that n equlbrum P enjoys the same advantage as would a Stackelberg leader. 6 In ths respect, our results here dffer from many classcal results on strategc delegaton Ž Fershtman and Judd, 1987 and others.. Agan ths s because dfferent sets of possble strategc delegaton contracts are used. 7 It may seem odd that prncpals s1, do not order ther agents drectly to sell x q. A reason could be that prncpals do not observe sales amounts Žf customers pay b per unt to the agent, the prncpal would deduce from hs proft R the sales x only when x would be known. j. Many prncpal-agent models Ž see for example Holmstrom, assume that producton s stochastc and that only agents learn about actual output levels.

12 9 M. Dufwenberg, W. GuthrEuropean Journal of Poltcal Economy 15 ( 1999) Prvately known types Our analyss has so far assumed that the relevant type parameters Ž b, b. j are commonly known when sales decsons are made. A very dfferent nformatonal assumpton would be that these parameters are prvate nformaton Žeach knows only hs own b n the ndrect evolutonary approach, each prncpal P and agent A knows only the contract he has sgned n the strategc delegaton case.. In the followng, we brefly comment on how our results are affected n ths case. In the ndrect evolutonary approach, suppose that the seller s belefs concernng the other frm s b g M are determned by the true dstrbuton n the populaton. Ths s a standard case wth prvate nformaton Ž see e.g., Guth, Then, Ž see Guth and Peleg, 1997 for a general analyss. only b s 0 can be evolutonarly stable. The reason s that f a partcular seller s type would change only would react. It follows that only a best reply n terms of market success e., wth no ndependent weght for sales. can be evolutonarly stable. b s 0s best aganst b s0 and thus evolutonarly stable. 8 For strategc delegaton a smlar extenson of our analyss to prvately known types yelds the same results. If a prncpal cannot publcly announce the ncentves of hs agent, ncentves guaranteeng best reples n terms of market success are clearly best. Thus, also n ths case the standard Cournot outcome results Concluson To explan nsttutons, one can refer to a pre-nsttutonal decson stage where players decde strategcally about the future nsttutonal set up. An example of ths knd of strategc delegaton s the well-known, nevertheless fcttous, contrat socal, but also the stage of mechansm choce n the theory of mechansm desgn whch assumes that certan ndvduals can decde about the mechansms to be appled later. An alternatve approach s that of Ž ndrect. evoluton. In the sprt of purposve or spontaneous socal formatons of Hayek Ž 195. Ž Chapter 1.VIII., no 8 Here, of course, we mplctly rely on the usual assumpton Ž n evolutonary game theory. that sellers nteract only once n the market. If before reproducng the same sellers would repeatedly sell on the market, former sales choces mght sgnal one s own b-ncentve. That s, prvate nformaton could be revealed. Concevably t may then be mportant to have other ncentves than b s0. Just as n the case where ncentves are commonly known, the other frm s behavor may change. 9 Compare Guth and Klemt Ž who Ž n a dfferent economc context. apply an ndrect evolutonary approach and dscuss also nformatonal assumptons whch are ntermedate to the polar cases where types are common knowledge and prvate nformaton, respectvely.

13 M. Dufwenberg, W. GuthrEuropean Journal of Poltcal Economy 15 ( 1999) one ntentonally desgns the future set up. 10 The precse structure s rather determned by the relatve success of the alternatve desgns n the gven nsttutonal envronment. Ths reveals an essental dfference of the two approaches. Whereas the frst approach needs an all encompassng game model the second one does not requre ths, as the strategc choce of future rules s replaced by modelng the evoluton of such rules. In the specfc context of a smple duopoly market, where sellers mght care about sales n addton to proft, we have scrutnzed the argument that these conceptually very dfferent approaches yeld the same outcome. A preconcepton why ths may happen can be based on the observaton that both approaches allow for certan knds of commtment regardng future behavor. In the case of strategc delegaton such commtments take the form of chosen ncentve contracts, under ndrect evoluton they correspond to preferences whch have evolved over tme. The results leadng up to Theorem show that wth a tght correspondence between the mutant space of the ndrect evolutonary approach and the set of feasble contracts n the strategc delegaton approach, ndeed the two approaches lead to the same outcome. Ths results llustrates a techncal smlarty between the two approaches, and that the ndrect evolutonary approach may be thought of n terms of a partcular form of strategc delegaton. However, f one starts out n a framework of strategc delegaton wth nducement of sales concerns, also other sets of feasble contracts may appear natural. Wth such contracts, the results concernng strategc delegaton may change. Ths underscores the conceptual dfferences between ndrect evoluton and strategc delegaton. If a partcular mutant space s natural n an evolutonary settng, whle a dfferently motvated set of contracts s natural under strategc delegaton, then the economc outcome may be senstve to whether the market nsttuton s shaped by evoluton or by desgn. In closng, we note that the ndrect evolutonary approach has a shorter hstory n economc research than does strategc delegaton. In our vew the ndrect evolutonary analyss deserves more attenton, as t offers a new and nnovatve perspectve to explanng economc nsttutons. Lke strategc delegaton, the approach does not deny that decson makers are ratonal. nlke strategc delegaton t does not requre an all encompassng game model whch has to specfy for example the ncentves, the nformaton condtons, and the strategc possbltes of those who decde about the future nsttutonal set up. One does not 10 We are grateful to the edtor Arye Hllman for suggestng that we refer to Hayek, who we beleve would be ntrgued by the ndrect evolutonary approach. Hayek Ž 195. wrtes: Many of the greatest thngs man has acheved are not the result of of conscously drected thought Ž p He credts Adam Smth and Carl Menger wth smlar deas and approvngly ctes Menger: how t s possble that nsttutons... can arse wthout a common wll amng at ther creaton s... perhaps the most sgnfcant problem of the socal scences Ž p. 83..

14 94 M. Dufwenberg, W. GuthrEuropean Journal of Poltcal Economy 15 ( 1999) have to model a pre-nsttutonal decson stage, but rather the evoluton of economc nsttutons. The fact that strategc delegaton and ndrect evoluton are conceptually dfferent suggests, however, that these are n no way competng approaches. Rather the two shed ndependent lght on how economc nsttutons can be explaned. In prncple, the two approaches can even be employed together, for example by assumng a market wth strategc delegaton and by dervng the evolutonarly stable rules of strategc delegaton Žprncpal and agent may, for nstance, develop a feelng of corporate dentty whch could be captured by mutual altrusm as by Bester and Guth, Acknowledgements The paper was wrtten whle Werner Guth was vstng CentER. We thank Edward Droste, Manfred Kongsten, and two anonymous referees for very helpful comments. Martn Dufwenberg thanks the European non s HCM-Network project Games and Markets organzed by Helmut Bester for fnancal support, Werner Guth thanks CentER for hosptalty. References Bak, K.H., Km, I.-G., Delegaton n contests. European Journal of Poltcal Economy 13 Ž., Bester, H., Guth, W., Is altrusm evolutonarly stable?. Journal of Economc Behavor and Organzaton 34 Ž., Boyd, R., Rcherson, P.J., Culture and the Evolutonary Process. nversty of Chcago Press, Chcago. Callaud, B., Jullen, B., Pcard, P., Competng vertcal structures: precommtment and renegotaton. Econometrca 63, Cournot, A., In: Bacon, N. Ž Ed.., Recherches sur les prncpes mathematques de la theore des rchesses. wenglsh edn. Researches nto the Mathematcal Prncples of the Theory of Wealth. x Macmllan, London, Fershtman, C., Judd, K., Equlbrum ncentves n olgopoly. Amercan Economc Revew 77, Fershtman, C., Gneezy,., Strategc delegaton: an experment. Workng Paper a The Foerder Insttute for Economc Research, Tel Avv nversty. Fershtman, C., Kala, E., n press. nobserved delegaton. Internatonal Economc Revew. Fershtman, C., Judd, K., Kala, E., Cooperaton through delegaton. Internatonal Economc Revew 3, Gal-Or, E Multprncpal agency relatonshps as mpled by product market competton. Mmeo, nversty of Pttsburgh. Green, J., Strategc use of contracts wth thrd partes. Dscusson Paper a150, Harvard nversty. Guth, W., An evolutonary approach to explanng cooperatve behavor by recprocal ncentves. Internatonal Journal of Game Theory 4,

15 M. Dufwenberg, W. GuthrEuropean Journal of Poltcal Economy 15 ( 1999) Guth, W., Yaar, M., 199. Explanng recprocal behavor n smple strategc games: an evolutonary approach, Chap.. In: Wtt,. Ž Ed.., Explanng Process and Change: Approaches to Evolutonary Economcs. nversty of Mchgan Press, Ann Arbor, MI, pp Guth, W., Klemt, H., Competton or cooperaton: on the evolutonary economcs of trust, explotaton and moral atttudes. Metroeconomca 45, Guth, W., Huck, S., A new justfcaton for monopolstc competton. Economcs Letters 57, Guth, W., Peleg, B., On the survval of the fttest: an ndrect evolutonary approach based on dfferentablty. CentER Dscusson Paper a9768, Tlburg nversty. Hammersten, P., Selten, R., Game theory and evolutonary bology. In: Aumann, R., Hart, S. Ž Eds.., Handbook of Game Theory, Vol.. North-Holland, Amsterdam, pp Hayek, F.A.V., 195. The Counter Revoluton of Scence: Studes on the Abuse of Reason. Free Press, Glencoe IL. Holmstrom, B., Moral hazard and observablty. Bell Journal of Economcs 10, Katz, M., Game-playng agents: unobservable contracts as precommtments. The RAND Journal of Economcs, Rotemberg, J., Human relatons n the workplace. Journal of Poltcal Economy 10, Rousseau, J.-J., 176. Le contrat socal ou prncpes du drot publque. In: Rousseau, J.-J. Ž Ed.., Oeuvres Completes, Vol. III. Edtons Gallmard, Djon, Webull, J., Evolutonary Game Theory. MIT Press, Cambrdge, MA. Wllamson, O., The Economcs of Dscretonary Behavor: Manageral Objectves n a Theory of the Frm. Prentce-Hall, Englewood Clffs, NJ.

The Spatial Equilibrium Monopoly Models of the Steamcoal Market

The Spatial Equilibrium Monopoly Models of the Steamcoal Market Advances n Management & Appled Economcs, vol.2, no.3, 2012, 125-132 ISSN: 1792-7544 (prnt verson), 1792-7552 (onlne) Scenpress Ltd, 2012 The Spatal Equlbrum Monopoly Models of the Steamcoal Maret Hu Wen

More information

Competitive Assessment of an Oligopolistic Market Open to International Trade with Incomplete Data. Marc Ivaldi Toulouse School of Economics

Competitive Assessment of an Oligopolistic Market Open to International Trade with Incomplete Data. Marc Ivaldi Toulouse School of Economics Compettve Assessment of an Olgopolstc Market Open to Internatonal Trade wth Incomplete Data Marc Ivald Toulouse School of Economcs Chantal Latgé-Roucolle Ecole Natonale de l Avaton Cvle, Toulouse Marsh

More information

Supplier selection and evaluation using multicriteria decision analysis

Supplier selection and evaluation using multicriteria decision analysis Suppler selecton and evaluaton usng multcrtera decson analyss Stratos Kartsonaks 1, Evangelos Grgorouds 2, Mchals Neofytou 3 1 School of Producton Engneerng and Management, Techncal Unversty of Crete,

More information

USING CONTESTS FOR ENGINEERING SYSTEMS DESIGN: A STUDY OF AUCTIONS AND FIXED- PRIZE TOURNAMENTS

USING CONTESTS FOR ENGINEERING SYSTEMS DESIGN: A STUDY OF AUCTIONS AND FIXED- PRIZE TOURNAMENTS INTERNATIONAL DESIGN CONFERENCE - DESIGN 2016 Dubrovnk - Croata, May 16-19, 2016. USING CONTESTS FOR ENGINEERING SYSTEMS DESIGN: A STUDY OF AUCTIONS AND FIXED- PRIZE TOURNAMENTS A. M. Chaudhar, J. D. Theknen

More information

Co-opetition and the Stability of Competitive Contractual Strategic Alliance: Thinking Based on the Modified Lotka-Voterra Model

Co-opetition and the Stability of Competitive Contractual Strategic Alliance: Thinking Based on the Modified Lotka-Voterra Model Internatonal Journal of u- and e- Servce, Scence and Technology Vol.8, No. (05), pp.67-78 http://dx.do.org/0.457/junesst.05.8..07 Co-opetton and the Stablty of Compettve Contractual Strategc Allance: Thnkng

More information

A NONPARAMETRIC APPROACH TO SHORT-RUN PRODUCTION ANALYSIS IN A DYNAMIC CONTEXT. Elvira Silva *

A NONPARAMETRIC APPROACH TO SHORT-RUN PRODUCTION ANALYSIS IN A DYNAMIC CONTEXT. Elvira Silva * A NONPARAMETRIC APPROACH TO SHORT-RUN PRODUCTION ANALYSIS IN A DYNAMIC CONTEXT By Elvra Slva * ABSTRACT A nonparametrc approach to short-run producton analyss from a cost and proft perspectves s developed

More information

AN ITERATIVE ALGORITHM FOR PROFIT MAXIMIZATION BY MARKET EQUILIBRIUM CONSTRAINTS

AN ITERATIVE ALGORITHM FOR PROFIT MAXIMIZATION BY MARKET EQUILIBRIUM CONSTRAINTS AN ITERATIVE ALGORITHM FOR PROFIT MAXIMIZATION BY MARKET EQUILIBRIUM CONSTRAINTS Andrés Ramos Marano Ventosa Mchel Rver Abel Santamaría Unversdad Pontfca Comllas IBERDROLA DISTRIBUCIÓN S.A.U. Alberto Agulera

More information

Zirconium Solubility in Aluminum Alloys

Zirconium Solubility in Aluminum Alloys roceedngs of the 9 th Internatonal Conference on umnum loys (2004) 1353 Edted by J.F. Ne, A.J. Morton and B.C. Muddle Insttute of Materals Engneerng Australasa Ltd Zrconum Solublty n umnum loys C. Sgl

More information

Do Competing Suppliers Maximize Profits as Theory Suggests? An Empirical Evaluation

Do Competing Suppliers Maximize Profits as Theory Suggests? An Empirical Evaluation Unversty of Massachusetts Boston ScholarWorks at UMass Boston Management Scence and Informaton Systems Faculty Publcaton Seres Management Scence and Informaton Systems January 2015 as Theory Suggests?

More information

Key Words: dairy; profitability; rbst; recombinant bovine Somatotropin.

Key Words: dairy; profitability; rbst; recombinant bovine Somatotropin. AgBoForum Volume 4, Number 2 2001 Pages 115-123 THE ESTIMATED PROFIT IMPACT OF RECOMBINANT BOVINE SOMATOTROPIN ON NEW YORK DAIRY FARMS FOR THE YEARS 1994 THROUGH 1997 Loren W. Tauer 1 Data from New York

More information

A Modelling Framework for the Acquisition and Remanufacturing of Used Products

A Modelling Framework for the Acquisition and Remanufacturing of Used Products A Modellng Framework for the Acquston and Remanufacturng of Used Products Yanns Nkolads Department of Technology Management Unversty of Macedona, 5900 Naoussa, Greece tel: +30 330 5460 e-mal address: nkolads@uowm.gr

More information

Differentiated Product Competition and the Antitrust Logit Model: An Experimental Analysis *

Differentiated Product Competition and the Antitrust Logit Model: An Experimental Analysis * Dfferentated Product Competton and the Anttrust Logt Model: An Expermental Analyss * by Douglas D. Davs Department of Economcs Vrgna Commonwealth Unversty Rchmond, VA 23284-4000 E-mal: dddavs@vcu.edu Phone:

More information

This article appeared in a journal published by Elsevier. The attached copy is furnished to the author for internal non-commercial research and

This article appeared in a journal published by Elsevier. The attached copy is furnished to the author for internal non-commercial research and Ths artcle appeared n a journal publshed by Elsever. The attached copy s furnshed to the author for nternal non-commercal research and educaton use, ncludng for nstructon at the authors nsttuton and sharng

More information

Sporlan Valve Company

Sporlan Valve Company F21O-10-12 LMTED: M & W What s a TEV Settng? For years Sporlan and every other manufacturer oftevs has used regulated arflow and controlled temperature baths to establsh a "factory" settng. Typcally the

More information

Objectives Definition

Objectives Definition Pod Product, Servces, and ng Strateges Chapter 9 Objectves Be able to defne product and dk know the major classfcatons of products and servces. Understand the decsons companes make regardng ther ndvdual

More information

MEASURING THE ROLE OF TECHNOLOGY-PUSH AND DEMAND-PULL IN THE DYNAMIC DEVELOPMENT OF THE SEMICONDUCTOR INDUSTRY: THE CASE OF THE GLOBAL DRAM MARKET

MEASURING THE ROLE OF TECHNOLOGY-PUSH AND DEMAND-PULL IN THE DYNAMIC DEVELOPMENT OF THE SEMICONDUCTOR INDUSTRY: THE CASE OF THE GLOBAL DRAM MARKET Journal of Appled Economcs. Vol XII, No. 1 (May 2009), 83-108 MEASURING THE ROLE OF TECHNOLOGY-PUSH AND DEMAND-PULL IN THE DYNAMIC DEVELOPMENT OF THE SEMICONDUCTOR INDUSTRY: THE CASE OF THE GLOBAL DRAM

More information

Green Certificates and Market Power on the Nordic Power Market

Green Certificates and Market Power on the Nordic Power Market Green Certfcates and Market Power on the Nordc Power Market By Erk S. Amundsen 1 and Lars Bergman 2 Abstract: Many countres have started to desgn and ntroduce systems of Tradable Green Certfcates (TGCs

More information

On Advantages of Scheduling using Genetic Fuzzy Systems

On Advantages of Scheduling using Genetic Fuzzy Systems On Advantages of Schedulng usng Genetc Fuzzy Systems Carsten Franke, Joachm Leppng, and Uwe Schwegelshohn Computer Engneerng Insttute, Dortmund Unversty, 44221 Dortmund, Germany (emal: {carsten.franke,

More information

Privacy and Information Value in Adverse Selection Markets.

Privacy and Information Value in Adverse Selection Markets. Prvacy and Informaton Value n Adverse Selecton Markets. Jeevan Jasngh and Alok Chaturved Krannert Graduate School of Management Purdue nversty, West afayette, IN 47907 {jasngh;alok}@mgmt.purdue.edu Contact

More information

Bundling With Customer Self-Selection: A Simple Approach to Bundling Low-Marginal-Cost Goods

Bundling With Customer Self-Selection: A Simple Approach to Bundling Low-Marginal-Cost Goods Unversty of Pennsylvana ScholarlyCommons Operatons, Informaton and Decsons Papers Wharton Faculty Research 0-2005 Bundlng Wth Customer Self-Selecton: A Smple Approach to Bundlng Low-Margnal-Cost Goods

More information

Competitive Reasons for the Name-Your-Own-Price Channel

Competitive Reasons for the Name-Your-Own-Price Channel Compettve Reasons for the Name-Your-Own-Prce Channel Scott Fay* Department of Marketng Unversty of Florda P.O. ox 755 Ganesvlle, FL 326-755 Phone: 352-273-3268 Fax: 352-846-0457 e-mal: scott.fay@cba.ufl.edu

More information

emissions in the Indonesian manufacturing sector Rislima F. Sitompul and Anthony D. Owen

emissions in the Indonesian manufacturing sector Rislima F. Sitompul and Anthony D. Owen Mtgaton optons for energy-related CO 2 emssons n the Indonesan manufacturng sector Rslma F. Stompul and Anthony D. Owen School of Economcs, The Unversty of New South Wales, Sydney, Australa Why mtgaton

More information

The relative value of internal and external information sources to innovation

The relative value of internal and external information sources to innovation The relatve value of nternal and external nformaton sources to nnovaton Anthony Arundel and Catalna Bordoy MERIT, Unversty of Maastrcht Abstract Ths workng paper nvestgates the factors that nfluence frms

More information

International Trade and California s Economy: Summary of the Data

International Trade and California s Economy: Summary of the Data Internatonal Trade and Calforna s Economy: Summary of the Data by Professor Dwght M. Jaffee Fsher Center for Real Estate and Urban Economcs Haas School of Busness Unversty of Calforna Berkeley CA 94720-1900

More information

Competitive intensity and its two-sided effect on the boundaries of firm performance

Competitive intensity and its two-sided effect on the boundaries of firm performance Unversty of Toronto From the SelectedWorks of Mchael D Ryall Sprng May 19, 2017 Compettve ntensty and ts two-sded effect on the boundares of frm performance Joao Montez, London Busness School Francsco

More information

MEASURING USER S PERCEPTION AND OPINION OF SOFTWARE QUALITY

MEASURING USER S PERCEPTION AND OPINION OF SOFTWARE QUALITY MEASURING USER S PERCEPTION AND OPINION OF SOFTWARE QUALITY Dmtrs Stavrnouds, Computer Technology Insttute, Greece Mchals Xenos, Patras Unversty, Greece Pavlos Peppas, Macquare Unversty, Australa Dmtrs

More information

Supplier Quality Performance Measurement System*

Supplier Quality Performance Measurement System* Suppler Qualty Performance Measurement System* LIU Yumn School of Busness, Zhengzhou Unversty, P.R.Chna, 45000 Abstract Qualty performance s excellent performance that organzatons reach to hgh qualty at

More information

Managing Investigations Guidance Notes for Managers

Managing Investigations Guidance Notes for Managers Managng Investgatons Gudance Notes for Managers Managng Investgatons Gudance Notes for Managers Contents Page 1.0 Introducton. 3 2.0 Scope. 3 3.0 Benefts. 3 4.0 The Use of Internal Investgatons wthn the

More information

Firms Incentives to Disclose Information about Product Quality: The Case of Multi-Attribute Products with Heterogeneous Consumers*

Firms Incentives to Disclose Information about Product Quality: The Case of Multi-Attribute Products with Heterogeneous Consumers* Prelmnary Draft. Please do not quote wthout authors permsson. Frms Incentves to Dsclose Informaton about Product Qualty: The Case of Mult-ttrbute Products wth Heterogeneous Consumers* by V. Joseph Hotz

More information

Les Cahiers du GERAD ISSN:

Les Cahiers du GERAD ISSN: Les Cahers du GERAD ISSN: 0711 2440 Coop Advertsng Programs under Compettve Market Structures Salma Karray Georges Zaccour G 2003 24 Aprl 2003 Les textes publés dans la sére des rapports de recherche HEC

More information

DISCRIMINATORY TARIFFS AND THE MOST FAVORED NATION CLAUSE. by Konstantine GATSIOS* and Evmorfia MAKANTASI** DISCUSSION PAPER No.

DISCRIMINATORY TARIFFS AND THE MOST FAVORED NATION CLAUSE. by Konstantine GATSIOS* and Evmorfia MAKANTASI** DISCUSSION PAPER No. ISCRIMINATORY TARIFFS AN THE MOST FAVORE NATION CLAUSE by Konstantne GATSIOS* and Evmorfa MAKANTASI** ISCUSSION PAPER No. 0 July 00 The scusson Papers n ths seres crculate manly for early presentaton and

More information

Introducing a Multi-Agent, Multi-Criteria Methodology for Modeling Electronic Consumer s Behavior: The Case of Internet Radio

Introducing a Multi-Agent, Multi-Criteria Methodology for Modeling Electronic Consumer s Behavior: The Case of Internet Radio Introducng a Mult-Agent, Mult-Crtera Methodology for Modelng Electronc Consumer s Behavor: The Case of Internet Rado Nkos Manousels 1, and Nkos F. Matsatsns 2 1,2 Techncal Unversty of Crete, Dept. of Producton

More information

1. A conceptual approach of customer lifetime value and customer equity

1. A conceptual approach of customer lifetime value and customer equity THE MEASUREMENT OF CUSTOMER LIFETIME VALUE AND CUSTOMER EQUITY Auhor: Balan Carmen Balan Insttuton: Academy of Economc Studes of Bucharest, Faculty of Marketng, Department of Marketng,. Address: Pata Romana

More information

Dynamic Strategic Interaction: A Synthesis of Modeling Methods by Timothy J. Richards 1

Dynamic Strategic Interaction: A Synthesis of Modeling Methods by Timothy J. Richards 1 Dynamc Strategc Interacton: A Synthess of Modelng Methods by Tmothy J. Rchards 1 Agrbusness n the western U.S. no longer conssts only of atomstc producers sellng nto homogeneous commodty markets. Rather,

More information

Behavioral Field Experiments for the Study of HPAI Prevention and Control

Behavioral Field Experiments for the Study of HPAI Prevention and Control A Collaboratve Research Project Funded by: Implemented by: Behavoral Feld Experments for the Study of HPAI Preventon and Control Angelno Vcesza Afrca/Indonesa Team Workng Paper No. 2 Pro-Poor HPAI Rsk

More information

A SIMULATION STUDY OF QUALITY INDEX IN MACHINE-COMPONF~T GROUPING

A SIMULATION STUDY OF QUALITY INDEX IN MACHINE-COMPONF~T GROUPING A SMULATON STUDY OF QUALTY NDEX N MACHNE-COMPONF~T GROUPNG By Hamd Sefoddn Assocate Professor ndustral and Manufacturng Engneerng Department Unversty of Wsconsn-Mlwaukee Manocher Djassem Assstant Professor

More information

Consumer Choice of Service Plan: Switching Cost and Usage Uncertainty

Consumer Choice of Service Plan: Switching Cost and Usage Uncertainty Consumer Choce of Servce Plan: Swchng Cost and Usage Uncertanty Png Xao Tat Chan Chakravarth Narasmhan 1 May, 007 1 Png Xao s a doctoral student n Marketng, Tat Chan s an Assstant Professor of Marketng,

More information

EDGEWORTH CYCLES REVISITED * Joseph Doyle 1 Erich Muehlegger 2 Krislert Samphantharak 3. August 2009

EDGEWORTH CYCLES REVISITED * Joseph Doyle 1 Erich Muehlegger 2 Krislert Samphantharak 3. August 2009 EDGEWORTH CYCLES REVISITED * Joseph Doyle 1 Erch Muehlegger 2 Krslert Samphantharak 3 August 2009 (under revson for resubmsson to Energy Economcs) Abstract Some gasolne markets exhbt remarkable prce cycles,

More information

FACTOR PRICES AND THE FACTOR CONTENT OF TRADE REVISITED: WHAT S THE USE?

FACTOR PRICES AND THE FACTOR CONTENT OF TRADE REVISITED: WHAT S THE USE? RESEARCH SEMINAR IN INTERNATIONAL ECONOMICS School of Publc Polcy The Unversty of Mchgan Ann Arbor, Mchgan 48109-1220 Dscusson Paper No. 409 FACTOR PRICES AND THE FACTOR CONTENT OF TRADE REVISITED: WHAT

More information

DESIGN RATIONALE CAPTURING MODEL FOR USE DURING THE EMBODIMENT PHASE OF THE PRODUCT DESIGN

DESIGN RATIONALE CAPTURING MODEL FOR USE DURING THE EMBODIMENT PHASE OF THE PRODUCT DESIGN Danel Rohde Maro Štorga Doran Maranovć ISSN 1333-1124 eissn 1849-1391 DESIGN RATIONALE CAPTURING MODEL FOR USE DURING THE EMBODIMENT PHASE OF THE PRODUCT DESIGN Summary An analyss of a desgn ratonale focusng

More information

Are the Chinese Really More Risk Averse? A Cross-Cultural Comparison of the Risk-Return Relationship

Are the Chinese Really More Risk Averse? A Cross-Cultural Comparison of the Risk-Return Relationship Are the Chnese Really More Rsk Averse? A Cross-Cultural Comparson of the Rsk-Return Relatonshp Cha-Hsn Cheng, Department of MIS, Kang-Nng Junor College of Medcal Care and Management, Tawan ABSTRACT Bowman

More information

The Study on Evaluation Module Architecture of ERP for Chemical Enterprises Yongbin Qin 1, 2, a, Jiayin Wei 1, b

The Study on Evaluation Module Architecture of ERP for Chemical Enterprises Yongbin Qin 1, 2, a, Jiayin Wei 1, b Internatonal Conference on Educaton Technology and Informaton System (ICETIS 2013) The Study on Evaluaton Module Archtecture of ERP for Chemcal Enterprses Yongbn Qn 1, 2, a, Jayn We 1, b 1 College of Computer

More information

Chapter 11 INTERNATIONAL PRODUCTIVITY COMPARISONS AT THE INDUSTRY LEVEL. Hans Gersbach Alfred Weber-Institut, Universität Heidelberg 1

Chapter 11 INTERNATIONAL PRODUCTIVITY COMPARISONS AT THE INDUSTRY LEVEL. Hans Gersbach Alfred Weber-Institut, Universität Heidelberg 1 Chapter 11 INTERNATIONAL PRODUCTIVITY COMPARISONS AT THE INDUSTRY LEVEL Introducton by Hans Gersbach Alfred Weber-Insttut, Unverstät Hedelberg 1 As more and more ndustres experence the globalsaton of busness

More information

The Impact of Intellectual Capital on the Financial Performance of Listed Companies in Tehran Stock Exchange

The Impact of Intellectual Capital on the Financial Performance of Listed Companies in Tehran Stock Exchange Vol. 4, No.1, January 2014, pp. 119 127 E-ISSN: 2225-8329, P-ISSN: 2308-0337 2014 HRMARS www.hrmars.com The Impact of Intellectual Captal on the Fnancal Performance of Lsted Companes n Tehran Stock Exchange

More information

THE SOCIAL CONTEXT OF ACTIVITY-SCHEDULING: A DISCRETE-CONTINUOUS MODEL OF THE RELATIONSHIP BETWEEN WITH WHOM AND EPISODE START TIME AND DURATION

THE SOCIAL CONTEXT OF ACTIVITY-SCHEDULING: A DISCRETE-CONTINUOUS MODEL OF THE RELATIONSHIP BETWEEN WITH WHOM AND EPISODE START TIME AND DURATION THE SOCIAL CONTEXT OF ACTIVITY-SCHEDULING: A DISCRETE-CONTINUOUS MODEL OF THE RELATIONSHIP BETWEEN WITH WHOM AND EPISODE START TIME AND DURATION Khandker M. N. Habb Department of Cvl & Envronmental Engneerng

More information

VALUE CAPTURE THEORY: A STRATEGIC MANAGEMENT REVIEW

VALUE CAPTURE THEORY: A STRATEGIC MANAGEMENT REVIEW Strategc Management Journal Strat. Mgmt. J., 38: 17 41 (2017) Publshed onlne EarlyVew n Wley Onlne Lbrary (wleyonlnelbrary.com).2592 Receved 30 Aprl 2014; Fnal revson receved 27 February 2016 VALUE CAPTURE

More information

Bulletin of Energy Economics.

Bulletin of Energy Economics. Bulletn of Energy Economcs http://www.tesdo.org/journaldetal.aspx?id=4 Energy Intensty and Technology Sourcng: A Study of Manufacturng Frms n Inda Santosh Kumar Sahu a,, K. Narayanan b a Madras School

More information

Driving Factors of SO 2 Emissions in 13 Cities, Jiangsu, China

Driving Factors of SO 2 Emissions in 13 Cities, Jiangsu, China Avalable onlne at www.scencedrect.com ScenceDrect Energy Proceda 88 (2016 ) 182 186 CUE2015-Appled Energy Symposum and Summt 2015: Low carbon ctes and urban energy systems Drvng Factors of SO 2 Emssons

More information

PREDICTING THE WAGES OF EMPLOYEES USING SOCIO-ECONOMIC AND DEMOGRAPHIC DETERMINANTS: A CASE OF PAKISTAN

PREDICTING THE WAGES OF EMPLOYEES USING SOCIO-ECONOMIC AND DEMOGRAPHIC DETERMINANTS: A CASE OF PAKISTAN Proc. 10 th Int. Conference on Statstcal Scences Lahore, Pakstan March 7-9, 2013, Vol. 24, pp. 179-196 PREDICTING THE WAGES OF EMPLOYEES USING SOCIO-ECONOMIC AND DEMOGRAPHIC DETERMINANTS: A CASE OF PAKISTAN

More information

A Market-Driven Approach to Product Family Design

A Market-Driven Approach to Product Family Design Deepak Kumar Graduate Student, Department of Mechancal Engneerng, Northwestern Unversty. Emal: k-dleep@northwestern.edu. We Chen (Correspondng author) Assocate Professor, Department of Mechancal Engneerng,

More information

A Category Role Aided Market Segmentation Approach to Convenience Store Category Management

A Category Role Aided Market Segmentation Approach to Convenience Store Category Management A Category Role Aded Market Segmentaton Approach to Convenence Store Category Management Yongje Ye 1, Shuhua Han Abstract Ths paper presents an nnovatve market segmentaton model whch s drven by category-role,

More information

Reprint from "MPT-Metallurgical P(ant and Technology International" issue No. 2/1990, pages Optimization of. Tempcore installations for

Reprint from MPT-Metallurgical P(ant and Technology International issue No. 2/1990, pages Optimization of. Tempcore installations for Reprnt from "MPT-Metallurgcal P(ant and Technology nternatonal" ssue No. 2/990, pages 6-69 (Ç 990, Verlag StahlesenmbH, Düsseldorf Optmzaton of. Tempcore nstallatons for rebars Perre Smon, Centre de Recherches

More information

«How to play the games? Nash versus Berge behavior rules»

«How to play the games? Nash versus Berge behavior rules» «How to play the games? Nash versus Berge behavor rules» Perre CORTOIS Raba NESSAH Tark TAZDAÏT DR n 0-05 How to play the games? Nash versus Berge behavor rules Perre Courtos,, Raba Nessah, Tark Tazdaït

More information

RULEBOOK on the manner of determining environmental flow of surface water

RULEBOOK on the manner of determining environmental flow of surface water Pursuant to Artcle 54 paragraph 2 of the Law on Waters (Offcal Gazette of the Republc of Montenegro 27/07 and Offcal Gazette of Montenegro 32/11 and 48/15), the Mnstry of Agrculture and Rural Development

More information

RIGOROUS MODELING OF A HIGH PRESSURE ETHYLENE-VINYL ACETATE (EVA) COPOLYMERIZATION AUTOCLAVE REACTOR. I-Lung Chien, Tze Wei Kan and Bo-Shuo Chen

RIGOROUS MODELING OF A HIGH PRESSURE ETHYLENE-VINYL ACETATE (EVA) COPOLYMERIZATION AUTOCLAVE REACTOR. I-Lung Chien, Tze Wei Kan and Bo-Shuo Chen RIGOROUS MODELING OF A HIGH PRESSURE ETHYLENE-VINYL ACETATE (EVA) COPOLYMERIZATION AUTOCLAVE REACTOR I-Lung Chen, Tze We an and Bo-Shuo Chen Department of Chemcal Engneerng, Natonal Tawan Unversty of Scence

More information

Key words: input-output, environment, pollution, waste disposal, common pool resources

Key words: input-output, environment, pollution, waste disposal, common pool resources Augmentng the Input-Output Framewor for Common Pool Resources: Operatonalsng the Full Leontef Envronmental Model Grant J. ALLAN 1, Ncholas D. HANLEY 2, PETER G. McGREGOR 3,4, John KIM SWALES 1,4 & KAREN

More information

Bid-Response Models for Customized Pricing

Bid-Response Models for Customized Pricing Bd-Response Models for Customzed Prcng Vshal Agrawal * Mark Ferguson + June 2007 Abstract: In ths paper, we study prcng stuatons where a frm provdes a prce quote n the presence of uncertanty n the preferences

More information

Relative willingness to pay and surplus comparison mechanism

Relative willingness to pay and surplus comparison mechanism Relatve wllngness to pay and surplus comparson mechansm Perre Combrs 1, Erc Graud-Héraud 2, Alexandra Seabra Pnto 3 1 INRA UR133 AlSS, Ivry sur Sene, France ; Perre.Combrs@vry.nra.fr 2 INRA and GREThA/Unversty

More information

Equilibrium Prices in Bundle Auctions. Peter R. Wurman and Michael P. Wellman. University of Michigan. Articial Intelligence Laboratory

Equilibrium Prices in Bundle Auctions. Peter R. Wurman and Michael P. Wellman. University of Michigan. Articial Intelligence Laboratory Equlbrum Prces n Bundle Auctons Peter R. Wurman and Mchael P. Wellman Unversty of Mchgan Artcal Intellgence Laboratory f pwurman, wellman g@umch.edu Abstract The allocaton of dscrete, complementary resources

More information

Canadian Orange Juice Imports and Production Level Import Demand

Canadian Orange Juice Imports and Production Level Import Demand Journal of Agrbusness 251(Sprng 2007):17S29 2007 Agrcultural Economcs Assocaton of Georga Canadan Orange Juce Imports and Producton Level Import Demand Yan Lu Rchard L. Klmer and Jonq-Yng Lee Import demand

More information

THE TWO SIDES OF COMPETITION AND THEIR IMPLICATIONS FOR STRATEGY

THE TWO SIDES OF COMPETITION AND THEIR IMPLICATIONS FOR STRATEGY THE TWO SIDES O COMPETITION AND THEIR IMPLICATIONS OR STRATEGY J. GANS, G. MACDONALD, AND M. D. RYALL Abstract. We analyze value appropraton under competton usng cooperatve game theory and demonstrate

More information

POTENTIAL CUSTOMER TYPOLOGY FOR ENTRANCE ON POWDERY PAINTING MARKET. Vojtěch SPÁČIL

POTENTIAL CUSTOMER TYPOLOGY FOR ENTRANCE ON POWDERY PAINTING MARKET. Vojtěch SPÁČIL POTENTIAL CUSTOMER TYPOLOGY FOR ENTRANCE ON POWDERY PAINTING MARKET Vojtěch SPÁČIL Eonomcá faulta, VŠB-TU, Soolsá třída 33, 701 21 Ostrava, Česá republa, vojtech.spacl@vsb.cz Abstract The contrbuton s

More information

QUANTITY DISCOUNTS, CAPACITY DECISIONS, AND CHANNEL STRUCTURE CHOICES IN SUPPLY CHAINS JONATHAN EUGENE JACKSON JR.

QUANTITY DISCOUNTS, CAPACITY DECISIONS, AND CHANNEL STRUCTURE CHOICES IN SUPPLY CHAINS JONATHAN EUGENE JACKSON JR. QUANTITY DISCOUNTS, CAPACITY DECISIONS, AND CHANNEL STRUCTURE CHOICES IN SUPPLY CHAINS By JONATHAN EUGENE JACKSON JR. A dssertaton submtted n partal fulfllment of the requrements for the degree of DOCTOR

More information

An Analysis of Auction Volume and Market Competition for the Coastal Forest Regions in British Columbia

An Analysis of Auction Volume and Market Competition for the Coastal Forest Regions in British Columbia An Analyss of Aucton Volume and Market Competton for the Coastal Forest Regons n Brtsh Columba Susan Athey, Peter Cramton, and Allan Ingraham 1 Market Desgn Inc. and Crteron Auctons 0 September 00 The

More information

Numerical Analysis about Urban Climate Change by Urbanization in Shanghai

Numerical Analysis about Urban Climate Change by Urbanization in Shanghai Numercal Analyss about Urban Clmate Change by Urbanzaton n Shangha Hafeng L 1, Wejun Gao 2 and Tosho Ojma 3 1 Research Assocate, School of Scence and Engneerng, Waseda Unversty, Japan 2 Assocate Professor,

More information

Welfare Gains under Tradable CO 2 Permits * Larry Karp and Xuemei Liu

Welfare Gains under Tradable CO 2 Permits * Larry Karp and Xuemei Liu January 18, 2001 Welfare Gans under Tradable CO 2 Permts Larry Karp and Xueme Lu Ths research was partally funded by a grant from the Insttute on Global Conflct and Cooperaton. Introducton It s easy to

More information

An Implicit Rating based Product Recommendation System

An Implicit Rating based Product Recommendation System An Implct Ratng based Product Recommendaton System Cheh-Yuan Tsa Department of Industral Engneerng and Management Yuan Ze Unversty, Taoyuan Cty, Tawan Tel: (+886) 3-463-8800 ext. 2512, Emal: cytsa@saturn.yzu.edu.tw

More information

Land Trade and Development: A Market Design Approach

Land Trade and Development: A Market Design Approach 6557 2017 July 2017 Land Trade and Development: A Market Desgn Approach Gharad Bryan, Jonathan de Qudt, Tom Wlkenng, Ntn Yadav Impressum: CESfo Workng Papers ISSN 2364 1428 (electronc verson) Publsher

More information

A Hybrid Model for Congestion Management with Real and Reactive Power Transaction

A Hybrid Model for Congestion Management with Real and Reactive Power Transaction A Hybrd Model for Congeston Management wth Real and Reactve Power Transacton Narayana Prasad Padhy Yog Ra Sood Abdel Moamen. M. A. Maruth Kumar H. O. Gupta Abstract-- In ths paper, an effcent and practcal

More information

Education and competence mismatches: job satisfaction consequences for workers

Education and competence mismatches: job satisfaction consequences for workers Educaton and competence msmatches: job satsfacton consequences for workers Educaton and competence msmatches: job satsfacton consequences for workers Lourdes Badllo Amador Departamento de Economía Unversdad

More information

Introducing income distribution to the Linder hypothesis

Introducing income distribution to the Linder hypothesis Introducng ncome dstrbuton to the Lnder hypothess Helena Bohman Jönköpng Internatonal Busness School Jönköpng Unversty P.O. Box 1026 SE-551 11 Jönköpng E-mal: helena.bohman@jbs.hj.se Désrée Nlsson Jönköpng

More information

Behavioral Economics and Environmental Policy: Theory and Experiments. Elisabeth Gsottbauer

Behavioral Economics and Environmental Policy: Theory and Experiments. Elisabeth Gsottbauer Behavoral Economcs and Envronmental Polcy: Theory and Experments Elsabeth Gsottbauer Insttut de Cènca Tecnologa Ambental Unverstat Autònoma de Barcelona Behavoral Economcs and Envronmental Polcy: Theory

More information

Customer segmentation, return and risk management: An emprical analysis based on BP neural network

Customer segmentation, return and risk management: An emprical analysis based on BP neural network Avalable onlne www.jocpr.com Journal of Chemcal and Pharmaceutcal Research, 204, 6(6):698-703 Research Artcle ISSN : 0975-7384 CODEN(USA) : JCPRC5 Customer segmentaton, return and rsk management: An emprcal

More information

Taking into Account the Variations of Neighbourhood Sizes in the Mean-Field Approximation of the Threshold Model on a Random Network

Taking into Account the Variations of Neighbourhood Sizes in the Mean-Field Approximation of the Threshold Model on a Random Network Takng nto ccount the Varatons of Neghbourhood Szes n the Mean-Feld pproxmaton of the Threshold Model on a Random Network Sylve Huet 1, Margaret Edwards 1, Gullaume Deffuant 1 1 Laboratore d Ingénere des

More information

Munich Personal RePEc Archive

Munich Personal RePEc Archive MPRA Munch Personal RePEc Archve The Impact of Access to Credt on the Adopton of hybrd maze n Malaw: An Emprcal test of an Agrcultural Household Model under credt market falure Frankln Smtowe and Manfred

More information

A Customers Discrete Choice Model for Competition over Incomes in Telecommunications Market

A Customers Discrete Choice Model for Competition over Incomes in Telecommunications Market Internatonal Arab Conference on Informaton Technology (ACIT'2016) A Customers Dscrete Choce Model for Competton over Incomes n Telecommuncatons Market M hamed Outanoute 1, Mohamed Baslam 1, Belad Boukhalene

More information

Modeling and Simulation for a Fossil Power Plant

Modeling and Simulation for a Fossil Power Plant Modelng and Smulaton for a Fossl Power Plant KWANG-HUN JEONG *, WOO-WON JEON, YOUNG-HOON BAE AND KI-HYUN LEE Corporate R&D Insttute Doosan Heavy Industres and Constructon Co., Ltd 555, Gwgo-dong, Changwon,

More information

EVALUATE THE IMPACT OF CONTEMPORARY INFORMATION SYSTEMS AND THE INTERNET ON IMPROVING BANKING PERFORMANCE

EVALUATE THE IMPACT OF CONTEMPORARY INFORMATION SYSTEMS AND THE INTERNET ON IMPROVING BANKING PERFORMANCE VOLUME 2, 2011 EVALUATE THE IMPACT OF CONTEMPORARY INFORMATION SYSTEMS AND THE INTERNET ON IMPROVING BANKING PERFORMANCE Akram Jalal Karm, Allam M. Hamdan Ahla Unversty, Kngdom of Bahran Ths paper examnes

More information

What are the preferences of Dairy Farmers regarding their Work? A Discrete Choice Experiment in the Eastern Part of Switzerland

What are the preferences of Dairy Farmers regarding their Work? A Discrete Choice Experiment in the Eastern Part of Switzerland 1 What are the preferences of Dary Farmers regardng ther Work? A Dscrete Choce Experment n the Eastern Part of Swtzerland Markus Lps and Chrstan Gazzarn Agroscope Reckenholz-Tänkon Research Staton ART,

More information

A Real-time Planning and Scheduling Model in RFID-enabled Manufacturing

A Real-time Planning and Scheduling Model in RFID-enabled Manufacturing Proceedngs of the 2014 Internatonal Conference on Industral Engneerng and Operatons Management Bal, Indonesa, January 7 9, 2014 A Real-tme Plannng and Schedulng Model n RFID-enabled Manufacturng Ray Y.

More information

Potato Marketing Factors Affecting Organic and Conventional Potato Consumption Patterns

Potato Marketing Factors Affecting Organic and Conventional Potato Consumption Patterns 1 Potato Marketng Factors Affectng Organc and Conventonal Potato Consumpton Patterns Yue, C. 1, Grebtus, C. 2, Bruhn, M. 3 and Jensen, H.H. 4 1 Unversty of Mnnesota - Twn Ctes, Departments of Appled Economcs

More information

A Comparison of Unconstraining Methods to Improve Revenue Management Systems

A Comparison of Unconstraining Methods to Improve Revenue Management Systems A Comparson of Unconstranng Methods to Improve Revenue Management Systems Carre Crystal a Mark Ferguson b * Jon Hgbe c Roht Kapoor d a The College of Management Georga Insttute of Technology 800 West Peachtree

More information

Ethics at Work 2015 Survey of Employees Britain

Ethics at Work 2015 Survey of Employees Britain Survey Survey Ethcs at Work 2015 Survey of Employees Brtan By Danel Johnson Publshed by 2 IBE Ethcs at Work Survey 2015: Brtan Chapter 1 Insttute of Busness Ethcs What we do Advce The IBE was establshed

More information

Long term performance of continuous wood-concrete-composite systems

Long term performance of continuous wood-concrete-composite systems Long term performance of contnuous wood-concrete-composte systems Leander A. Bathon Professor, Dept. of Archtecture and Cvl Engneerng, FH Wesbaden Unversty of Appled Scences, Wesbaden, Germany, bathon@t-onlne.de

More information

INTEGER PROGRAMMING 1.224J/ESD.204J TRANSPORTATION OPERATIONS, PLANNING AND CONTROL: CARRIER SYSTEMS

INTEGER PROGRAMMING 1.224J/ESD.204J TRANSPORTATION OPERATIONS, PLANNING AND CONTROL: CARRIER SYSTEMS INTEGE POGAMMING 1.224J/ESD.204J TANSPOTATION OPEATIONS, PLANNING AND CONTOL: CAIE SYSTEMS Professor Cyntha Barnhart Professor Ngel H.M. Wlson Fall 2003 IP OVEVIEW Sources: -Introducton to lnear optmzaton

More information

How to Coordinate Supply Chain Under O2O Business Model When Demand Deviation Happens

How to Coordinate Supply Chain Under O2O Business Model When Demand Deviation Happens Management Scence and Engneerng Vol. 9, o. 3, 205, pp. 24-28 DOI:0.3968/7392 ISS 93-034 [Prnt] ISS 93-035X [Onlne] www.cscanada.net www.cscanada.org How to Coordnate Supply Chan Under O2O Busness Model

More information

Value Added Color Sorting of Recycled Plastic Flake from End-of- Life Electrical and Electronic Equipment

Value Added Color Sorting of Recycled Plastic Flake from End-of- Life Electrical and Electronic Equipment Value Added Color Sortng of Recycled Plastc Flake from End-of- Lfe Electrcal and Electronc Equpment B. L. Rse*, L. E. Allen*, M. B. Bddle*, and Mchael M. Fsher * MBA Polymers, 500 W. Oho Ave., Rchmond,

More information

DEVELOPMENT OF A MODEL FOR EVALUATING THE EFFECTIVENESS OF ACCOUNTING INFORMATION SYSTEMS

DEVELOPMENT OF A MODEL FOR EVALUATING THE EFFECTIVENESS OF ACCOUNTING INFORMATION SYSTEMS DEVELOPMENT OF A MODEL FOR EVALUATING THE EFFECTIVENESS OF ACCOUNTING INFORMATION SYSTEMS Asta Raupelene, asta@eko.lzuu.lt - Lnas Stabngs, lnas@nfo.lzuu.lt Lthuanan Unversty of Agrculture The mplementaton

More information

Surviving from garbage: the role of informal waste-pickers in a dynamic model of solid-waste management in developing countries

Surviving from garbage: the role of informal waste-pickers in a dynamic model of solid-waste management in developing countries Envronment and Development Economcs 11: 371 391 C 2006 Cambrdge Unversty Press do:10.1017/s1355770x06002853 Prnted n the Unted Kngdom Survvng from garbage: the role of nformal waste-pckers n a dynamc model

More information

CHICKEN AND EGG? INTERPLAY BETWEEN MUSIC BLOG BUZZ AND ALBUM SALES

CHICKEN AND EGG? INTERPLAY BETWEEN MUSIC BLOG BUZZ AND ALBUM SALES Assocaton for Informaton Systems AIS Electronc Lbrary (AISeL) PACIS 2009 Proceedngs Pacfc Asa Conference on Informaton Systems (PACIS) July 2009 CHICKEN AND EGG? INTERPLAY BETWEEN MUSIC BLOG BUZZ AND ALBUM

More information

Calculation and Prediction of Energy Consumption for Highway Transportation

Calculation and Prediction of Energy Consumption for Highway Transportation Calculaton and Predcton of Energy Consumpton for Hghway Transportaton Feng Qu, Wenquan L *, Qufeng Xe, Peng Zhang, Yueyng Huo School of Transportaton, Southeast Unversty, Nanjng 210096, Chna; *E-mal: wenql@seu.edu.cn

More information

A SUPPLY CHAIN RISK EVALUATION METHOD BASED ON FUZZY TOPSIS

A SUPPLY CHAIN RISK EVALUATION METHOD BASED ON FUZZY TOPSIS C. Sun et al., Int. J. of Safety and Securty Eng., Vol. 5, No. 2 (2015) 150 161 A SUPPLY CHAIN RISK EVALUATION METHOD BASED ON FUZZY TOPSIS C. SUN 1, Y. XIANG 1, S. JIANG 2 & Q. CHE 1 1 School of Management,

More information

Balancing Incentive Weights and Difficulty of Performance Targets: Theory and Evidence

Balancing Incentive Weights and Difficulty of Performance Targets: Theory and Evidence Balancng Incentve Weghts and Dffculty of Performance Targets: Theory and Evdence MICA MATĚJKA W.P. Carey School of Busness, Arzona State Unversty KOROK RAY * Mays Busness School, Texas A&M Unversty November

More information

Paper No October Anabel Marin* and Martin Bell** (*SPRU and Universidad Nacional de General Sarmiento, **SPRU)

Paper No October Anabel Marin* and Martin Bell** (*SPRU and Universidad Nacional de General Sarmiento, **SPRU) SPRU Electronc Workng Paper Seres Paper No. 118 Technology Spllovers from Foregn Drect Investment (FDI): an Exploraton of the Actve Role of MNC Subsdares n the Case of Argentna n the 1990s Anabel Marn*

More information

Battle of the Retail Channels: How Internet Selection and Local Retailer Proximity Drive Cross-Channel Competition

Battle of the Retail Channels: How Internet Selection and Local Retailer Proximity Drive Cross-Channel Competition Assocaton for Informaton Systems AIS Electronc Lbrary (AISeL) ICIS 2007 Proceedngs Internatonal Conference on Informaton Systems (ICIS) December 2007 Battle of the Retal Channels: How Internet Selecton

More information

Power Distribution System Planning Evaluation by a Fuzzy Multi-Criteria Group Decision Support System

Power Distribution System Planning Evaluation by a Fuzzy Multi-Criteria Group Decision Support System Internatonal Journal of Computatonal Intellgence Systems, Vol.3, No. 4 (October, 2010), 474-485 Power Dstrbuton System Plannng Evaluaton by a Fuzzy Mult-Crtera Group Decson Support System Tefeng ZHANG

More information

Tools for Sustainable Energy Engineering

Tools for Sustainable Energy Engineering Tools for Sustanable Energy Engneerng Göran Wall Department of Culture, Energy and Envronment, Gotland Unversty, Vsby, Sweden Tel: +46(0)498299131, Fax: +46(0)498299962 Abstract: Exergy concepts and exergy

More information

Scheduling of head-dependent cascaded hydro systems: mixed-integer quadratic programming approach

Scheduling of head-dependent cascaded hydro systems: mixed-integer quadratic programming approach 1 Schedulng of head-dependent cascaded hydro systems: mxed-nteger quadratc programmng approach J.P.S. Catalão a, *, H.M.I. Pousnho a, V.M.F. Mendes b a Department of Electromechancal Engneerng, Unversty

More information

Demand for U.S. Lamb and Mutton by Country of Origin: A Two-Stage Differential Approach

Demand for U.S. Lamb and Mutton by Country of Origin: A Two-Stage Differential Approach Demand for U.S. Lamb and Mutton by Country of Orgn: A Two-Stage Dfferental Approach Kethly G. Jones*, Wllam F. Hahn* and Chrstopher G. Davs* The authors are economsts wth the Anmal Products Branch, Markets

More information

FEDERAL RESERVE BANK of ATLANTA

FEDERAL RESERVE BANK of ATLANTA FEDERAL RESERVE BANK of ATLANTA A Dscrete Choce Model of Dvdend Renvestment Plans: Classfcaton and Predcton Thomas P. Boehm and Ramon P. DeGennaro Workng Paper 2007-22 October 2007 WORKING PAPER SERIES

More information