Research on Consumer Credit with Game Theory:

Size: px
Start display at page:

Download "Research on Consumer Credit with Game Theory:"

Transcription

1 Canadan Socal Scence Vol.2 No.4 December 2006 Research on Consumer Credt wth Game Theory: a Case of Chna s Consumer Credt RECHERCHES SUR LA CONSOATION A CREDIT AVEC LA THEORIE DU JEU : UN CAS PARTICULIER DE LA CONSOATION A CREDIT EN CHINE Guo Lfu 1 Chen Gang 2 Wang Yue 3 Abstract: Ths artcle ntroduces the development of Chna s consumer credt, and analyses consumer credt behavors wth three game theory models, ncludng fundamental game theory model of consumer credt behavor, mprovement game theory model and repeated game model. Though analyzng these models, the artcle obtans the operatng mechansm of consumer credt, and comes to concluson that the complete sharng of consumer credt nformaton n socety s the techncal support to develop consumer credt, and buldng Personal Credt Informaton anagement System as soon as possble s the most urgent affar to the development of Chna s consumer credt now. Key words: consumer credt, game theory, consumer credt nformaton Résumé: L artcle présente le développement de la consommaton à crédt de la Chne et analyse les comportements de consommaton à crédt avec tros modèles de la théore du jeu, à savor le modèle de la théore du jeu fondamental, le modèle de la théore du jeu améloré et le modèle de la théore du jeu répété. A travers l analyse de ces tros modèles, l auteur trouve le mécansme opératore de la consommaton à crédt et tre la concluson que le partage des nformatons sur la consommaton à cédt dans la socété consttue le support technque du développement de cette consommaton et que l établssement du Système de anagement de l Informaton sur le Crédt personnel le plus vte possble est l affare la plus urgente dans le développement de la consommaton à crédt de la Chne. ots-clés: consommaton à crédt, théore du jeu, nformaton sur la consommaton à crédt 1.INTRODUCTION The goal of the economc system reform of Chna s to set up the socalst market economy wth Chnese characterstcs. arket economy s an economc system that market s the man way to dstrbute the socal resource. arket economy s a knd of contract economy, and credt s ts foundaton. So, t becomes an mportant stage n the economc system reform course of Chna that settng up a socal envronment of stressng credt. The credt envronment n the range of the whole socety ncludes the contents of three respects: Publc Credt, or call t the Government Credt, Busness Credt and Personal/Consumer Credt. Personal credt consumpton s one of the concrete expresson forms of Consumer Credt. It development wll promote the development of Consumer Credt further, and wll be favorable to the buldng-up work of the credt envronment of the whole socety too. At the same tme, the consumer market of Chna transformed seller's market from buyer's market from the second half of 1996, the economy of Chna has been facng the 1 Research Center of Tech-Economcs anagement, Jln Unversty, Chna. 2 School of anagement, Jln Unversty, Chna. 3 School of anagement, Unversty of Scence and Technology Bejng, Chna. *Receved 22 October 2006 ; accepted 27 November

2 Guo Lfu, Chen Gang, Wang Yue/Canadan Socal Scence Vol.2 No problem that the effectve demand s nsuffcent. Ths has nfluenced the development of natonal economy to a certan extent. Personal credt consumpton whch can transfer future consumpton nto mmedate consumpton wll mprove the mmedate consumpton demand, and expand the mmedate consumer market, and stmulate mmedate economc development. Personal credt consumpton has a hstory of more than 100 years n the West, and Chna s modern consumer credt began n 1987, sgned by the housng mortgage loan of Chna Constructon Bank. Although Chna s consumer credt has ganed a great development, and there have been all knds of credt facltes for consumer n the market, but the development level of Chna s personal credt consumpton s stll low. In developed countres, personal credt loan s a man revenue source to commercal banks, but n Chna s commercal banks, the personal credt loan s one percent of ther total loan, and the revenue from the personal credt s much lower than those commercal banks n developed countres. At present, the man personal credt facltes are stll only lmted to Personal Housng Loan, Personal Automoble Consumpton Loan, Educaton Loan, and Daly Consumpton Loan n Chna, even f credt card, rely manly on debtng to type credt card (the real credt card s a rememberng type credt card of the loan). Personal credt consumpton doesn t popularze and get extensve development yet n Chna. Under the background, t s necessary to research the operatng mechansm of consumer credt behavor. Based on the research, we can fnd the key factor n the whole process of the behavor, and make a theoretcal foundaton for the development of the consumer credt. The research s useful to buld a healthy personal consumpton credt system for Chna. 2.ETHODOLOGY Game Theory s a tool whch s used to research the decson and the equlbrum, when the decson makers behavors affect drectly each other. For example, when a person s or a company s choce s affected by another person s or another company s choce, and the choce can also affect other s, Game Theory can be used to study the decson and equlbrum. So, Game Theory can also be called Theory of Games. In consumer credt actvtes, the consumer apples the credt loan to the commercal bank. Accordng to the consumer s credt nvestgaton nformaton, the commercal bank makes decsons that whether gve agreement or not, and how much loan would be gven. Once the consumer gets the loan, he would pay off n the prescrptve tme, or not pay off. Ths process s a game between the commercal bank and the consumer n substance. We can use game theory to study what the commercal bank and the consumer would do n order to get maxmum ncome n the process under dfferent condtons. 3. GAE THEORY ODEL OF CONSUER CREDIT BEHAVIOR Let ( >0) s the credt faclty that the commercal bank gves the consumer n th r tme; s r R the load nterest (0< <1); s the rate of return on. In most condtons, R s bgger than r. 3.1 Fundamental Game Theory odel of Consumer Credt Behavor Accordng to the actons of the players and ther payoff n the game, we can gve the Payoff atrx of the consumer and the commercal bank n some credt actvty (see Fg.1). If the commercal bank chooses agree, the consumer wll get ( R r ) ncome when hs choce s fulfllng agreement or get ncome when hs choce s Volatng agreement. The consumer s best response s volatng agreement, when the commercal chooses agree. If the commercal chooses refuse, the consumer wll get zero no matter what he may do. Correspondngly, f the consumer chooses Performng agreement, the commercal bank wll get r ncome when ts choce s agree or get zero when ts choce s refuse. Obvously, n one shot game, the players wll act accordng to the prncple of maxmzng respectve nterest, and the Nash equlbrum of the game s (refuse, volatng agreement). 68

3 Guo Lfu, Chen Gang, Wang Yue/Canadan Socal Scence Vol.2 No Fg. 1 Fundamental Game Theory odel of Consumer Credt behavor 3.2 Improvement Game Theory odel of Consumer Credt Behavor The substance of consumer credt s a knd of lendng behavor on the foundaton of contract, and ths knd of contract s protected by the laws n our modern socety. The consumer s volatng agreement s a knd of behavor aganst the laws, and he would get punshment more than the ncome of volatng agreement. We suppose that the commercal would prosecute when the consumer broke the agreement. N s the consumer s punshment of the breach of the agreement about n th tme; n s the ndemnty that the consumer gves the commercal bank; C s the commercal bank s ltgaton expense. We can get the game tree of the game n Fg. 2. Fg. 2 Improvement Game Theory odel of Consumer Credt Behavor We use backward nducton to solve the game. (1) r + n C > From the game tree, the commercal bank s best acton s prosecuton n the thrd stage (the commercal bank s second choce). In the second stage, the consumer knows that f he chooses volatng agreement, the commercal bank wll choose prosecuton n the thrd stage, so the consumer s best acton s fulfllng agreement n the second stage. In the same, the commercal bank s best acton s agree n the frst stage. Then, we can get the dynamc game s sub-game perfect Nash equlbrum (agree, fulfll agreement), and the plays payoff s ( R r ), r ). ( (2) r + n C < As the same deducton as (1), n the case, (refuse, volatng agreement) s the game s sub-game perfect Nash equlbrum, the players payoff s (0, 0). From the game model, f the ltgaton expense s too hgh, the commercal bank s best acton wll be non-prosecuton, and the game s result s the same as the frst model, and the consumer credt also can t crculate. 3.3 Repeated Game odel of Consumer Credt Behavor Actually, a consumer could not apply the credt faclty only one tme n hs whole lfetme, but a lot of tmes. So 69

4 Guo Lfu, Chen Gang, Wang Yue/Canadan Socal Scence Vol.2 No the game s a repeated game between the consumer and the commercal bank. We can see the game n Fg 3. CB----the commercal bank C------the consumer A------agree R------refuse F------fulfll agreement V------volate agreement Fg. 3 Repeated Game odel of the Consumer Credt We suppose that the consumer apply the loan for the commercal bank n tmes, and then the game s a repeated game. We use backward nducton to draw a concluson that the consumer chooses volatng agreement every tme, and the commercal chooses refuse every tme. It s the so-called Chan Store Paradox. The unque soluton of Chan Store Paradox s to master the concept of ncomplete nformaton. If the nformaton s ncomplete and the repeated game has lmted tmes, the game wll have dfferent equlbrum wth one shot game. Supposng the game repeats many tmes, and the players have enough patence, (agree, fulfllng agreement) s a sub-game perfect Nash equlbrum of the game. Because the repeated game has not the last stage, we can not solve the game by backward nducton. In the process of the repeated game, we let δ dscount factor. If the consumer chooses volatng agreement n some stage of the game, he wll get ncome and R net ncome. If the game satsfes the R followng condton: and δ 1 R 1 δ If δ 1 R, n the game between the consumer and the commercal, the commercal bank wll agree the consumer s apply, and the consumer would fulfll the agreement. (fulfllng agreement, agree) s a sub-game perfect Nash equlbrum. B But n the repeated game between the consumer and the commercal bank, the consumer s later apples wll be refused by the commercal bank because of hs volatng agreement at one tme. And the amount of load ncreases n drect proporton to the tmes of the fulfllng agreement, so the consumer s losses are not n ( n ) ( R r ), but t+ 1( Rt rt ) t= ( = 1, L, n ; t+1 t ).Then, because the long-range benefts are more than the present benefts, the consumer wll choose fulfllng agreement under the drve of ratonal maxmum self s benefts n the repeated game, and the players wll choose the (fulfllng agreement, agree) strateges. At last, the game attans Pareto Domnance, and the payoff of the players s ( R r ), r ). ( 3.4 The mportance of sharng consumer credt nformaton completely The mprovement game model or the repeated game model s based on the complete sharng of consumer credt nformaton. Contrarly, wthout the sharng of the nformaton, the measures n the later two models wouldn t be carred out easly. In order to ncrease the possblty of the loan on credt and obtan more, credt applcants mght fll n some false consumer nformaton. oreover judgng the consumer nformaton true or not s dffcult, for example, consumer propertes, because the commercal bank has not enough true nformaton about t. At one tme, because of the lmtaton of punshment dynamcs n law, these people who broke promse could not be punshed n law. As a result, the cost prce of the volatng agreement behavor s lttle n practcal lfe, and the probablty of consumer volatng agreement behavor wll ncrease. In addton, f consumer credt nformaton sn t completely shared among the commercal banks, the consumer s behavor of the volatng agreement behavor n one bank wll not be known by other banks. After he gets credt faclty from one bank, he wll break the contract, and then he wll contnue applyng to the credt from other banks. So the sum that he has got all of the credt from the banks maybe s larger than the ncome of the credt n all of hs lfe. Therefore, consumer credt nformaton beng fully shared n whole socety, at lease n all of commercal banks, s the most mportant techncal support to the development of consumer credt. It makes the fnte game between a consumer and a commercal bank nto the nfnte game between the consumer and all of commercal banks. Based on the transformaton, the credt consumpton can get a safety support and develop stably. Furthermore, sharng consumer credt nformaton completely s a complementartes and extenson of law punshment for the volatng 70

5 Guo Lfu, Chen Gang, Wang Yue/Canadan Socal Scence Vol.2 No agreement behavor. To a greater degree, sharng consumer credt nformaton completely n whole socety can heghten the punshment s ntensty to the consumer who broke the contract. If a consumer broke the contract after contractng wth commercal bank, the bank could get the nformaton from PCIS, and other banks can obtan hs nformaton though the system later. Then, hs credt grade n other banks wll be reduced, and he wll be gven less, or even be refused n future. At the same tme, the open system can afford the reference for the people. The people wll know the consumer s record of volatng agreement. Thus, consumers that have the record of volatng agreement wll not be awarded the credt. Ths lesson even s more than law punshment. 4. CONCLUSION From the above analyss, we can see that the essental of consumer credt actvtes s a knd of games between commercal banks and consumers, and the most mportant condton to guarantee each player s to maxmze ther own revenue, s the personal credt nformaton beng shared completely n whole socety, at least n all of commercal banks. In present Chna s personal credt consumpton market, consumers gve enough beleve to the commercal banks. On the contrary, the commercal banks are much dffcult to learn about the consumers credt statuses who apply for the bank s credt facltes, because there s not a rght channel, from whch the commercal banks can obtan enough these consumers credt nformaton wth a low cost. The proft from personal credt consumpton market s hgh, and the market possesses the capacty for growth or development, so the banks want to develop consumer credt servces certanly. But the banks have to pay more on estmatng the consumers credt grades whch can reflect the probablty of the consumer returnng the loan, because of the lack of the consumer s credt nformaton. In order to counteract the rsk, the commercal banks set a more fuzzy process for consumers to obtan the credt facltes, for example, more serve guarantee system, mortgage terms, or qualfcaton. In Chna s personal credt consumpton market, f a person wants to buy some durable consumer goods wth credt facltes, he must dsburse a large number of the frst payment, and then he must offer enough personal nformaton to a commercal bank wth a lot of document whch can reflect hs ncome, marrage, captal asserts, and so on. The process s so complex and fuzzy. The greatest obstacle of the development of Chna s consumer credt has been that there s not a rght nformaton platform, through whch the commercal banks can obtan enough personal nformaton, to sustan the consumer credt behavor s operatng healthly. The nformaton platform, whch can be called Personal Credt Informaton anagement System, can (1)obtan all knds of nformaton whch contan the credt applcant's Character, Capacty, Captal, Condton and Collateral (5C) from correlatve socal departments, especally commercal banks; (2) coordnate the nformaton; and (3) spread the nformaton n whole socety at a enough low cost. In chna, the government has the greatest capablty to dstrbute the socal resource, so the PCIS s buldng requres the man support from the government. For example, the collecton of credt nformaton relates to a lot of socal departments, and the work can only be acheved under the government s support, ncludng correlatve polces, laws, manpower, and fund. REFERENCES Zhang Weyng. (1998). Game Theory and Economcs of Informaton[]. Shangha: Shangha People s Press. Ln Junyue. (2002). Consumer Credt anagement[]. Bejng: Chna FangZheng Press. Sun Zhyng. (2002). The Economcal Analyss of Credt Problem[]. Bejng: Chna Cty Press. Watkns, John P.. Corporate power and the evoluton of consumer credt [J]. Journal of Economc 34[4]: THE AUTHORS Guo Lfu, Research Center of Tech-Economcs anagement, Jln Unversty, Changchun, Jln, , P.R. Chna. Chen Gang, School of anagement, Jln Unversty, Changchun, Jln, , P.R. Chna. E-mal: Hammer_Ch@163.com Wang Yue, School of anagement, Unversty of Scence and Technology Bejng, Bejng, , P.R. Chna. 71

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

Elastic Lateral Features of a New Glass Fiber Reinforced Gypsum Wall

Elastic Lateral Features of a New Glass Fiber Reinforced Gypsum Wall Vol:, No:3, Elastc Lateral Features of a New Glass Fber Renforced Gypsum Wall Zhengyong Lu, Huqng Yng Internatonal Scence Index, Cvl and Envronmental Engneerng Vol:, No:3, waset.org/publcaton/67 Abstract

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

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

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

Building Energy Consumption and CO 2 Emissions in China

Building Energy Consumption and CO 2 Emissions in China Buldng Energy Consumpton and CO 2 Emssons n Chna ZHOU WEI, MI HONG 2,2 Supervser of Admnstraton School Zhejang Unversty CHINA ttomcc@gmal.com 2 spsswork@63.com(correspondng author) Abstract: - Based on

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

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

Study on the Coupling Development between Urbanization and Ecosystem-- The Comparative Analysis Based on Guizhou, Yunnan, Hunan and Zhejiang Province

Study on the Coupling Development between Urbanization and Ecosystem-- The Comparative Analysis Based on Guizhou, Yunnan, Hunan and Zhejiang Province Study on the Couplng Development between Urbanzaton and Ecosystem-- The Comparatve Analyss Based on Guzhou, Yunnan, Hunan and Zheang Provnce Lngyun Luo 1,*,Chenggang L 1,Jue Hu 2,Bng Yang 1 and Kang Pan

More information

LECTURE 9 The Benefits and Challenges of Intercultural Communication

LECTURE 9 The Benefits and Challenges of Intercultural Communication Internatonal Extenson Currculum: Strengthenng Extenson s Capacty for Internatonal Engagement http://www2.ces.purdue.edu/ec/default.htm UNIT 7 LECTURE 9 The Benefts and Challenges of Intercultural Communcaton

More information

How to book Sixt in the travel agency login

How to book Sixt in the travel agency login How to book Sxt n the travel agency logn What s the Sxt agency logn? A quck and easy onlne bookng portal customzed for travel agences Where you can book all relevant Sxt products (no matter f prepad or

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

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

Peasants' Income and Consumption Structure Contrasting: A Case Study on China s Sichuan Province

Peasants' Income and Consumption Structure Contrasting: A Case Study on China s Sichuan Province www.ccsenet.org/jef Internatonal Journal of Economcs and Fnance Vol. 3, No.3; August 2 Peasants' Income and Consumpton Structure Contrastng: A Case Study on Chna s Schuan Provnce Tao L College of Economcs

More information

Study on construction of information service platform for pharmaceutical enterprises based on virtual cloud environment

Study on construction of information service platform for pharmaceutical enterprises based on virtual cloud environment Avalable onlne www.ocpr.com Journal of Chemcal and Pharmaceutcal Research, 2014, 6(6):1004-1010 Research Artcle ISSN : 0975-7384 CODEN(USA) : JCPRC5 Study on constructon of nformaton servce platform for

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

Study on Solar-Assisted Cascade Refrigeration System

Study on Solar-Assisted Cascade Refrigeration System Avalable onlne at www.scencedrect.com Energy Proceda 16 (2012) 1503 1509 2012 Internatonal Conference on Future Energy, Envronment, and Materals Study on Solar-Asssted Cascade Refrgeraton System Ln Wang,

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

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

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

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

The Impact of Carbon Tax on Economic Growth in China

The Impact of Carbon Tax on Economic Growth in China Avalable onlne at www.scencedrect.com Energy Proceda 5 (0) 757 76 IACEED00 The Impact of Carbon Tax on Economc Growth n Chna Zhang Zhxn a*, L Ya b a Professor, School of economcs, Shandong Unversty of

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

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

The 27th Annual Conference of the Japanese Society for Artificial Intelligence, Shu-Chen Cheng Guan-Yu Chen I-Chun Pan

The 27th Annual Conference of the Japanese Society for Artificial Intelligence, Shu-Chen Cheng Guan-Yu Chen I-Chun Pan 2C4-IOS-3c-6 An estmaton method of tem dffculty ndex combned wth the partcle swarm optmzaton algorthm for the computerzed adaptve testng Shu-Chen Cheng Guan-Yu Chen I-Chun Pan Department of Computer Scence

More information

Journal of Service Science 2013 Volume 6, Number 1

Journal of Service Science 2013 Volume 6, Number 1 Journal of Servce Scence 13 Volume 6, Number 1 On Applyng Sx Sgma To Improvng The Relatonshp Qualty Of Ftness And Health Clubs Kue-Me Cheng, Natonal Tawan Unversty of Physcal Educaton & Sport, Tawan, R.O.C.

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

Independent Contractor Whistleblowers

Independent Contractor Whistleblowers Home Commercal & Busness Ltgaton Artcles Independent Contractor Whstleblowers By Bors Peyzner November 21, 2014 Federal and state laws protectng whstleblowers employees who are retalated aganst because

More information

Robert Kappel GIGA, Hamburg Global Change and SME Development

Robert Kappel GIGA, Hamburg Global Change and SME Development Robert Kappel GIGA, Hamburg Global Change and SME Development November 2012 Lepzg Introducton Globalsaton has changed North-South and South South trade relatons Exports growng faster than GDP Emergng economes

More information

MODERN PRICING STRATEGIES IN THE INTERNET MARKET

MODERN PRICING STRATEGIES IN THE INTERNET MARKET The 11 th Internatonal Days of Statstcs and Economcs, Prague, September 14-16, 2017 MODERN PRICING STRATEGIES IN THE INTERNET MARKET Maksm Patshn Sergey Kulpn Abstract The artcle provdes an overvew of

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

Vendor Managed Inventory Integration on Pharmaceutical Third-party Logistics

Vendor Managed Inventory Integration on Pharmaceutical Third-party Logistics Internatonal Journal of ultmea an Ubqutous Engneerng Vol., o.6 206, pp.397-40 http:x.o.org0.4257jmue.206..6.36 Venor anage Inventory Integraton on Pharmaceutcal Thr-party Logstcs Bo Jang an Lan Teng School

More information

DYNAMIC CHANGE OF LAND USE STRUCTURE IN HAIKOU BY REMOTE SENSING AND GIS *

DYNAMIC CHANGE OF LAND USE STRUCTURE IN HAIKOU BY REMOTE SENSING AND GIS * DYNMIC CHNGE OF LND USE STRUCTURE IN HIKOU BY REMOTE SENSING ND GIS * Tan Guangjn 1 Lu Jyuan 2 Zhang Zengxang 1 1.Renewable Resource and Ecologcal Envronment Department.Insttute of Remote Sensng pplcaton,

More information

THE INFLATION INDEX PROGNOSIS BASED ON THE METHOD OF DECISION-MARKING TREE. Alexei Voloshyn, Victoria Satyr

THE INFLATION INDEX PROGNOSIS BASED ON THE METHOD OF DECISION-MARKING TREE. Alexei Voloshyn, Victoria Satyr Internatonal Journal "Informaton Theores & Applcatons" Vol.4 / 007 6 THE INFLATION INDEX PROGNOSIS BASED ON THE METHOD OF DECISION-MARKING TREE Alexe Voloshyn, Vctora Satyr Abstract: The descrpton of the

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

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

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

A traffic emission-saving signal timing model for urban isolated intersections

A traffic emission-saving signal timing model for urban isolated intersections Avalable onlne at www.scencedrect.com ScenceDrect Proceda - Socal and Behavoral Scences 96 ( 2013 ) 2404 2413 13th COTA Internatonal Conference of Transportaton Professonals (CICTP 2013) A traffc emsson-savng

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

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

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

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

Corresponding author Address

Corresponding author Address Receved: 4 th Aprl-2014 Revsed: 24 th May-2014 Accepted: 25 th May-2014 Research artcle FATORS AFFETING THE WILLINGNESS TO PAY OF GHOROGH FOREST PARK VISITORS IN IRAN Elham Kalbal 1, Mahmoud Ahmadpour

More information

Open Access Optimal Configuration Algorithm for Mechanical Products Based on the Constraint of Carbon Footprint

Open Access Optimal Configuration Algorithm for Mechanical Products Based on the Constraint of Carbon Footprint Send Orders for Reprnts to reprnts@benthamscence.ae 32 The Open Mechancal Engneerng Journal, 2, 9, 32-39 Open Access Optmal Confguraton Algorthm for Mechancal Products Based on the Constrant of Carbon

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

Adaptive Noise Reduction for Engineering Drawings Based on Primitives and Noise Assessment

Adaptive Noise Reduction for Engineering Drawings Based on Primitives and Noise Assessment Adaptve ose Reducton for Engneerng Drawngs Based on Prmtves and ose Assessment Jng Zhang Wan Zhang Lu Wenyn Department of Computer Scence, Cty Unversty of Hong Kong, Hong Kong SAR, PR Chna {jzhang,wanzhang,

More information

Market Conduct of the Three Busiest Airline Routes in China

Market Conduct of the Three Busiest Airline Routes in China Market Conduct of the Three Busest Arlne Routes n Chna Qong Zhang 1, Hangjun Yang 2* and Qang Wang 3 1 School of Internatonal Trade and Economcs, Unversty of Internatonal Busness and Economcs, Bejng, 100029,

More information

INCORPORATING WAITING TIME IN COMPETITIVE LOCATION MODELS: FORMULATIONS AND HEURISTICS 1

INCORPORATING WAITING TIME IN COMPETITIVE LOCATION MODELS: FORMULATIONS AND HEURISTICS 1 INCORPORATING WAITING TIME IN COMPETITIVE LOCATION MODELS: FORMULATIONS AND HEURISTICS 1 Francsco Slva a, Danel Serra b a GREL, IET, Unverstat Pompeu Fabra, Ramon Tras Fargas, 25-27, 08005 Barcelona, Span.

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

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

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

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

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

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

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

Deliverable 15: Evaluation Report

Deliverable 15: Evaluation Report Project n EIE/05/009/SI2.419480 MIDAS Measures to Influence transport Demand to Acheve Sustanablty Delverable 15: Evaluaton Report Project Co-ordnator: Merseytravel, UK Partners: Transport & Travel Research

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

Analyzing the Impact of Food Safety Information on Food Demand in China. Dehua He. Benaissa Chidmi. Deyi Zhou

Analyzing the Impact of Food Safety Information on Food Demand in China. Dehua He. Benaissa Chidmi. Deyi Zhou Analyzng the Impact of Food Safety Informaton on Food Demand n Chna Dehua He College of Economcs and Management Huazhong Agrcultural Unversty Wuhan, Chna 430070 Benassa Chdm Department of Agrcultural and

More information

A SOCIAL ENDORSING MECHANISM FOR LOCATION-BASED ADVERTISING

A SOCIAL ENDORSING MECHANISM FOR LOCATION-BASED ADVERTISING Assocaton for Informaton Systems AIS Electronc Lbrary (AISeL) PACIS 2014 Proceedngs Pacfc Asa Conference on Informaton Systems (PACIS) 2014 A SOCIAL ENDORSING MECHANISM FOR LOCATION-BASED ADVERTISING Len-Fa

More information

Measuring the specificity of human capital: a skill-based approach Kristjan-Olari Leping

Measuring the specificity of human capital: a skill-based approach Kristjan-Olari Leping Abstract Measurng the specfcty of human captal: a skll-based approach Krstan-Olar Lepng In ths artcle a skll-based measure for human captal specfcty wll be constructed. Ths measure s based on the possbltes

More information

THE BIOMASS-COAL CO-FIRING TECHNOLOGY FOR THE ENERGY PRODUCTION

THE BIOMASS-COAL CO-FIRING TECHNOLOGY FOR THE ENERGY PRODUCTION THE BIOMASS-COAL CO-FIRING TECHNOLOGY FOR THE ENERGY PRODUCTION Conf. dr. ng. Ionel PISA, Prof.dr.ng. Lucan MIHAESCU, Prof.dr.ng. Tudor PRISECARU, Prof. dr. ng. Ion OPREA, Conf. dr.ng. Gabrel NEGREANU,

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

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

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

CCDEA: Consumer and Cloud DEA Based Trust Assessment Model for the Adoption of Cloud Services

CCDEA: Consumer and Cloud DEA Based Trust Assessment Model for the Adoption of Cloud Services BULGAIAN ACADEMY OF SCIENCES CYBENETICS AND INFOMATION TECHNOLOGIES Volume 16, No 3 Sofa 2016 Prnt ISSN: 1311-9702; Onlne ISSN: 1314-4081 DOI: 10.1515/cat-2016-0034 CCDEA: Consumer and Cloud DEA Based

More information

The Employment Effects of Low-Wage Subsidies

The Employment Effects of Low-Wage Subsidies The Employment Effects of Low-Wage Subsdes Krstna Huttunen Jukka Prttlä Roope Uustalo CESIFO WORKING PAPER NO. 3043 CATEGORY 4: LABOUR MARKETS MAY 2010 An electronc verson of the paper may be downloaded

More information

Using Semi-Empirical Models to Design Timber Platform Frame for Stability

Using Semi-Empirical Models to Design Timber Platform Frame for Stability Usng Sem-Emprcal Models to Desgn Tmber Platform Frame for Stablty Dr Robert Harstans Lecturer n Structural/Tmber Engneerng Centre for Tmber Engneerng, Naper Unversty Ednburgh, UK. Prof Abdy Kerman Professor

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

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

Gender Wage Differences in the Czech Public Sector: A Micro-level Case

Gender Wage Differences in the Czech Public Sector: A Micro-level Case REVIEW OF ECONOMIC PERSPECTIVES NÁRODOHOSPODÁŘSKÝ OBZOR VOL. 16, ISSUE 2, 2016, pp. 121 134, DOI: 10.1515/revecp-2016-0009 Gender Wage Dfferences n the Czech Publc Sector: A Mcro-level Case Veronka Hedja

More information

720 IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, VOL. 6, NO. 3, JULY k 1,k 2. p min. i p max. t m. u it. e c t g it s t

720 IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, VOL. 6, NO. 3, JULY k 1,k 2. p min. i p max. t m. u it. e c t g it s t 720 IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, VOL. 6, NO. 3, JULY 2015 Generaton Dspatch Technques for Remote Communtes Wth Flexble Demand Juan Claver, Franços Bouffard, Senor Member, IEEE, Dmtry Rmorov,

More information

The Greenness of Cities: Carbon Dioxide Emissions and Urban Development

The Greenness of Cities: Carbon Dioxide Emissions and Urban Development The Greenness of Ctes: Carbon Doxde Emssons and Urban Development By Edward L. Glaeser* Harvard Unversty and NBER and Matthew E. Kahn UCLA and NBER WP-2008-07 Abstract Carbon doxde emssons may create sgnfcant

More information

MECeANfCAi ANAiYSfS clo efstlofcai MASlNoY taiis SToENdTeENEa BY oefnclocea ClNCoETE iayeo ANa STEEi coames

MECeANfCAi ANAiYSfS clo efstlofcai MASlNoY taiis SToENdTeENEa BY oefnclocea ClNCoETE iayeo ANa STEEi coames Structural Analyss of Hstorcal Constructons Jerzy Jaseńko (ed) 01 DWE, Wrocław, Poland, ISSN 0860-395, ISBN 978-83-715-16-7 MECeANfCA ANAYSfS clo efstlofca MASlNoY tas SToENdTeENEa BY oefnclocea ClNCoETE

More information

Development of Decision Support System for Optimal Site Selection of Desalination Plants

Development of Decision Support System for Optimal Site Selection of Desalination Plants IOSR Journal of Mechancal and Cvl Engneerng (IOSR-JMCE) e-issn: 78-184,p-ISSN: 30-334X, Volume 11, Issue Ver. III (Nov- Dec. 014), PP 84-90 Development of Decson Support System for Optmal Ste Selecton

More information

OVERVIEW OF 2007 E-DEFENSE BLIND ANALYSIS CONTEST RESULTS

OVERVIEW OF 2007 E-DEFENSE BLIND ANALYSIS CONTEST RESULTS The th World Conference on Earthquake Engneerng October -,, Beng, Chna OVERVIEW OF E-DEFENSE BLIND ANALYSIS CONTEST RESULTS Makoto Ohsak, Kazuhko Kasa, Tsuyosh Hkno and Yuch Matsuoka Assocate Professor,

More information

Adoption of E-Marketing by Direct Market Farms in the Northeastern U.S. Alexander G. Baer and Cheryl Brown

Adoption of E-Marketing by Direct Market Farms in the Northeastern U.S. Alexander G. Baer and Cheryl Brown Adopton of E-Marketng by Drect Market Farms n the Northeastern U.S. Alexander G. Baer and Cheryl Brown Alexander G. Baer s graduate research assstant and Cheryl Brown s assstant professor n the Dvson of

More information

Functional Foods in the Marketplace: Willingness to Pay for Apples Enriched with Antioxidants

Functional Foods in the Marketplace: Willingness to Pay for Apples Enriched with Antioxidants Functonal Foods n the Marketplace: Wllngness to Pay for Apples Enrched wth Antoxdants Armenak Markosyan, Ph.D. Student, Graduate Research Assstant, School of Economc Scence and Internatonal Marketng Program

More information

Il'yashenko S. M., the doctor of economic sciences, the professor, the head of marketing department, SSU

Il'yashenko S. M., the doctor of economic sciences, the professor, the head of marketing department, SSU The defnton of a necessary and suffcent nformaton accumulaton level to substantate a choce of enterprse s market opportuntes drectons development Il'yashenko S. M., the doctor of economc scences, the 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

Labour Demand Elasticities in Manufacturing Sector in Kenya

Labour Demand Elasticities in Manufacturing Sector in Kenya Internatonal Journal of Busness and Socal Scence Volume 8 Number 8 August 2017 Labour Demand Elastctes n Manufacturng Sector n Kenya Anthony Wambugu Unversty of Narob School of Economcs P.O.Box 30197-00100

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

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

CRYOGENIC RECOVERY OF VOC EMISSIONS

CRYOGENIC RECOVERY OF VOC EMISSIONS CRYOGENC RECOVERY OF VOC EMSSONS G. T. Sameshma J. D. Esenwasser Lqud Carbonc ndustres Corporaton Chcago, L. Presented at TheU.S. Department of Energy, Offce of ndustral Technologes ndustral Solvent Recyclng

More information

Consumer willingness to pay for genetically modified food in Kenya

Consumer willingness to pay for genetically modified food in Kenya AGRICULTURAL ECONOMICS Agrcultural Economcs 38 (2008) 35 46 Consumer wllngness to pay for genetcally modfed food n Kenya Smon Chege Kmenju a, Hugo De Groote b, a Department of Agrcultural Economcs, Unversty

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

ABSTRACT. Zeng, Tao. Chinese Agricultural Household Farming Efficiency and Off-Farm Labor Supply.

ABSTRACT. Zeng, Tao. Chinese Agricultural Household Farming Efficiency and Off-Farm Labor Supply. ABSTRACT Zeng, Tao. Chnese Agrcultural Household Farmng Effcency and Off-Farm Labor Supply. (Under the drecton of professor Barry K. Goodwn) Ths dssertaton deals wth the off-farm labor supply of Chnese

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

Features of Cast Iron Smelting in Induction Crucible Furnaces

Features of Cast Iron Smelting in Induction Crucible Furnaces A R H I V E S of F U N D R Y E N G I N E E R I N G Publshed quarterly as the organ of the Foundry ommsson of the Polsh Academy of Scences ISSN (1897-3310) Volume 17 Issue 3/017 5 50 8/3 Features of ast

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

Farm Wealth Inequality Within and Across States in the United States

Farm Wealth Inequality Within and Across States in the United States Farm Wealth Inequalty Wthn and Across States n the Unted States Ashok K. Mshra, Charles B. Moss, and Kenneth W. Erckson Ths paper uses Thel s (979) entropy-based measure of nequalty and farm-level data

More information

Game Study on Collusion in the First-price Sealedbid Reverse Auction

Game Study on Collusion in the First-price Sealedbid Reverse Auction Assocaton for Informaton Systems AIS Electronc Lbrary (AISeL) WHICEB 2013 Proceedngs Wuhan Internatonal Conference on e-busness Summer 4-25-2013 Game Study on Colluson n the Frst-prce Sealedbd Reerse Aucton

More information

PROFITABILITY OF SMART GRID SOLUTIONS APPLIED IN POWER GRID

PROFITABILITY OF SMART GRID SOLUTIONS APPLIED IN POWER GRID Kat}, N. A.: Proftablty of Smart Grd Solutons Appled n Power Grd S371 Introducton PROFITABILITY OF SMART GRID SOLUTIONS APPLIED IN POWER GRID by Nenad A. KATI] * Faculty of Techncal Scences, Unversty of

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

Robert Straumann. Exporting Pollution? Calculating the embodied emissions in trade for Norway. 2003/17 Rapporter Reports

Robert Straumann. Exporting Pollution? Calculating the embodied emissions in trade for Norway. 2003/17 Rapporter Reports 2003/17 Rapporter Reports Robert Straumann Exportng Polluton? Calculatng the emboded emssons n trade for Norway Statstsk sentralbyrå Statstcs Norway Oslo Kongsvnger Rapporter Reports I denne seren publseres

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

Domestic Water Use and Values in Swaziland: A Contingent Valuation Analysis

Domestic Water Use and Values in Swaziland: A Contingent Valuation Analysis Domestc Water Use and Values n Swazland: A Contngent Valuaton Analyss S Farolf 1, RE Mabugu 2 & SN Ntshngla 3 Abstract The paper reports on the use of the contngent valuaton method to study the determnants

More information

A Vehicle Routing Optimization Method with Constraints Condition based on Max-Min Ant Colony Algorithm

A Vehicle Routing Optimization Method with Constraints Condition based on Max-Min Ant Colony Algorithm Appl. Math. Inf. Sc. 8, No. 1L, 239-243 (2014) 239 Appled Mathematcs & Informaton Scences An Internatonal Journal http://dx.do.org/10.12785/ams/081l30 A Vehcle Routng Optmzaton Method wth Constrants Condton

More information

Smart Grid Analysis of Centralized Cooling for an Urban Community

Smart Grid Analysis of Centralized Cooling for an Urban Community Smart Grd Analyss of Centralzed Coolng for an Urban Communty Francne Vera, Jéssca Henrques, Larssa Soares, Leandro Rezende, Moses Soares Martns, Ramundo R. Melo Neto and Donald J. Chmelews* Department

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