Measuring Quality of Bank Services in Jordan: Gap analysis

Size: px
Start display at page:

Download "Measuring Quality of Bank Services in Jordan: Gap analysis"

Transcription

1 International Journal of Business and Soial Siene Vol. 2 No. 1; January 2011 Measuring Quality of Bank Servies in Jordan: Gap analysis Naji D. Mualla Professor New York Institute of Tehnology Amman Jordan najmu2005@hotmail.om Abstrat Purpose: Measuring the quality of servie provided by the ommerial banks in Jordan and establishing a database whih an help the management improving the quality of servies. Methodology: The study has been onduted on a sample of (1000) ustomer was randomly seleted from the ustomers of all surveyed banks. The quality of servie was measured by applying the gap model (the differene between the ustomers pereived, and their expeted quality).data required for this study has been olleted by a question0naire whih was designed for this purpose. Findings : The findings of the study indiate that the quality of servies is low (unsatisfatory), and in turn the banks still have a lot of efforts to do regarding the quality of their servies. Limitations: This study is based on sell-report pereptions of the ustomers. Data olleted by this approah may or may not be an aurate to that extent whih reflets the respondent s real feelings. Pratial impliations: The results of this study should enable the management in the ommerial banks in Jordan to design internal marketing programs aimed at building a strong servie-minded employees and improving the quality of their servies. Originality: The study is a first researh attempt whih aims to measure the quality of bank servie in Jordan using the Gap analysis approah. Keywords: bank, quality, marketing, servie, Jordan Introdution [ Commerial banks in Jordan have a vital role in the soio-eonomi development proess. They are the most influening in the whole eonomi system than other institutions, and they had positively ontributed in all developmental efforts devoted by the government. In the past ten years, notieable developments in the banking setor have been ourred. The number of the banks and the size of their operations have been inreased. There are (23) ommerial banks operating in Jordan. these banks are divided into two broad ategories: Jordanian, owned totally by Jordanian stokholders and the number of these banks is (13) banks. The seond ategory is the non-jordanian,owned totally by non-jordanian stokholders and the total of these is (10). With this number of banks ompeting in a relatively limited, and almost saturated market, ommerial banks have to improve the quality of their servies. This strategi objetive an be ahieved through improving the selling effetiveness of bankers. Management reognition is taking hold in the banking setor that employees of the bank must sell. Deregulations, intense ompetition, profit pressures, and a hanging produt line, among other influenes are major hallenges to this management. This reognition must be translated into effetive ation plans and programs. These fators have been reported through long onversation between the researher and bank exeutives over the past several months onerning problems they were experiening in developing servie quality improving programs in their banks, and through the questions he direted to employees attending sales workshops in some Jordanian banks. Most of the ustomers' preferene of the bank servie is signifiantly related to the quality of servie, this quality is onsidered a major determinant of the bank's ompetitiveness beside other fators. It represents a relative advantage whih highly ontributes to the suess of the bank in this ompetitive market where the number of the banks is inreasing, espeially, the non-jordanian banks. Loal banks have to improve the quality of their servies, and to differentiate themselves from ompetitors in order to be able to ompete in suh market situation. 51

2 Centre for Promoting Ideas, USA Thus, the present study aims at: 1. Exploring the onept of quality of servie in banking setor in Jordan. 2. Providing an overall measure of quality of servies provided by the ommerial banks in Jordan 3. Measuring, and assessing the quality of servie provided by the ommerial banks in Jordan Literature Review In this part of the study the most relevant literature to the issue of servie quality is to be reviewed as follows: Servie Quality The term quality has been defined from different perspetives. It means different views to people aording to the ontext. Cravens (1995), identified five perspetives of quality: (1) the transendent view of quality this is synonymous with innate exellene, (2) the produt-based quality whih refers to some attributes whih are existed in the produt. (3) ustomer-based quality, whih is equated with ustomer's maximum satisfation. (4) the manufaturing-based quality whih refers to the onformane to internally developed speifiations, popularly known the tehnial quality, and (5) value-based quality, whih refers to the ulture of a ustomer's pereptual ost-benefit analysis (trade-off between possible values and osts. The researher also, developed eight omponents of quality, these are: (1) performane, (2) onformane, (3) reliability, (4) onformane, (5) durability, (6) servieability (speed, ourtesy, ompetene, and ease of having problems settled), (7) aesthetis (how a produt appeals to the ustomer's senses and feelings), and finally, (8) the pereived quality. Despite the above lassifiations were developed within manufaturing ontexts, they an be generalized for servies. However, the intangibility whih is involved in the servie text led many researhers into the field to insist that quality of servie should be measured by a distintive approah. Servies researhers (Brady and Cronin, 2003; Rust and Oliver, 2006) have suggested that ustomers evaluate quality of servie based in their pereptions of the tehnial outomes provided, the proess by whih that outomes was delivered, and the quality of the physial environment where the servie is delivered and that ustomers do not pereive quality in a one-dimensional way but rather, evaluate the quality based on multiple fators relevant to the ontext. Parasuraman et al.,(1988) identified five riteria used by ustomers in evaluating servie quality. These are: Reliability, whih refers to the ability of the firm to perform the promised servie dependably and aurately. 2. Responsiveness, whih refers to the willingness to help ustomers and to provide prompt servie. 3. Assurane, it refers to the employees' knowledge and ourtesy and their ability to inspire trust and onfidene. 4. Emapthy, it means aring, individualized attention given to ustomers. 5. Tangibles, it implies the appearane of physial environment elements, equipments, personnel, and ommuniation material (reports, billing statements). Gronroos, (2007), suggests that the quality of servie as pereived by ustomers is the result of an evaluation proess in whih they ompare their perspetive of servie outome against what they expeted. This is referred to as the ustomer gap and what is going to be applied in measuring the quality of bank servie within the ontext of the present study.on the other hand, quality means zero detetion. It has been desribed as keeping every ustomer the bank an profitably serve. When ustomers have a long term relationship with the bank, their use of the servie an be traked on an individual aount basis. It should be noted that both ustomer and employee retention an be built if loyalty is reognized by top management in the banks as a systemati hallenge, not just a tatial ourses of ation. It should be seen as standing at the ore of sustained ompetitive suess (Lovelok, 1994). Cohen (2005) pointed out that servie quality, has three distint omponents: ustomer quality riteria servie, ompany the ommerial banks employees' pereption of sales ulture and its effets on the ustomer's pereiv faets, and the relationship among these omponents.( Al-Haddad (2008) defined the quality as the differene between the atual performane of servie with the ustomer's expetations about it. This differene indiates the level of quality of servie. In a previous study onduted by Mualla (1998), the findings indiated that the ustomer's evaluation of the quality of servies provided by the Jordanian ommerial banks was negative (-2), and the servie quality expeted by those ustomers' was higher than that they have delivered. The study reommended that the management in those banks should adopt effetive programs to improve the quality of servies provided, and the neessity for more researh on the ustomers' satisfation.

3 International Journal of Business and Soial Siene Vol. 2 No. 1; January 2011 Salah (2004) attempted to measure quality of servies provided by Islami banks in Jordan, the findings of the study indiated that the ustomers' evaluation of the quality of servie was positive on three dimensions of the quality: the tangibles, responsiveness, and empathy, where their evaluation was negative regarding both the reliability and assurane dimensions.in a reent study onduted by Al-Atari (2009) on the quality of servies provided by the ommerial banks in Jordan, the findings indiated that the ustomer's evaluations about the quality of servies were low. Hypotheses of the Study Quality of servie has emerged as one of the most important determinants of ustomer satisfation and retention. The literature review indiated that high levels of profitability from urrent ustomers, and few lost ustomers are strategi goals whih should be ahieved by the bank management. Delivering high quality of servie appears to be valued by ustomers. Hene, the following hypotheses investigate several aspets of the two onstruts and the relationships between them: HO1: The overall servie quality provided by the ommerial banks is low. HO2: There are no signifiant differenes between Jordanian and non-jordanian banks regarding the overall quality of servie provided. HO3: There are no signifiant differenes between Jordanian and non-jordanian banks regarding the ustomers' pereived quality of servie. HO4: There are no signifiant differenes between Jordanian and non-jordanian banks regarding the ustomers expeted quality of servie. HO5: There are no signifiant differenes between Jordanian and non-jordanian banks regarding the on all its dimensions. The study framework and sampling proedure The present study has been onduted within the ommerial banks working in Jordan. A total of (23) ommerial bank, of whih (13) banks were Jordanian, and (10) banks were non-jordanian, and most of them were branhes of either Arab or foreign ountries. All those banks were used as a framework for the sampling proedure of this study. Table (1) displays a list of the ommerial banks and the number of employees in eah, in addition to the size of their deposits: Table (1) Commerial Banks Operating in Jordan No. Name of Bank No. of Employees % of the total Deposits (000)m. % of the total 1. Arab Bank Housing Bank for Commere and Finane Jordanian Islami Bank Jordanian National Bank Bank of Jordan Cairo-Amman Bank Jordan Kuwait Bank Jordanian Commerial Bank Arab Banking Institution Union Bank for Savings and Investments Jordanian Arab Bank for Investment HSPC (Middle East) Capital Bank International Islami Arabi Bank Standard Chartered Bank Egyptian Arab Land Bank Jordanian Bank for Investment and Finane Soete General Bank Audi Bank BLOM Bank City Bank Kuwait National Bank Al-Rafedain Bank Total

4 Centre for Promoting Ideas, USA The sampling proedure The data required for this study has been olleted from a sample whih has been randomly seleted from the ustom mers of all banks surveyed. Beause the number of the banks' ustomers was unable to be reahed for privay and serey reasons laimed by the management in these banks, the following statistial law was applied: 54 ( ) 2 Z σ α E η = 2 Where: η = refers to the ustomer' sample size Z α = refers to the value on the standardized normal distribution at 95% degrees of onfidene this 2 value was (1.96) with probability of ( σ ) = refers to the standard deviation of the population whih is 2 E= refers to the allowed error whih is 10%. Applying this previous equation, the ustomers size was reahed as follows: ( ) 2 Z σ α E η = η 2 = ( ) 2 η = η = ( ) 2 η = To inrease the external validity of the results expeted from this study, the sample size was raised to (1000). A total of (1330) questionnaires were distributed to reah the required sample size whih represents a reliable rate of response (75%). On the other hand, the rational that has been followed in seleting the sub- sample from eah bank was as follows: (The deposits of eah bank / Total deposits of all banks) x 1330 Both indiators an be onsidered as suffiient to reflet the relative importane of eah bank in the total samples of both the employees and ustomers. Tables (3) present the proedure used in seleting the sample Table (2): The total ustomers sample of the ommerial banks No. Name of Bank Deposits (000)m. Distributed Questionnaire Returned Questionnaire 1. Arab Bank Housing Bank for Commere and Finane Jordanian Islami Bank Jordanian National Bank Bank of Jordan Cairo-Amman Bank Jordan Kuwait Bank Jordanian Commerial Bank Arab Banking Institution Union Bank for Savings and Investments Jordanian Arab Bank for Investment HSPC (Middle East) Capital Bank International Islami Arabi Bank Standard Chartered Bank Egyptian Arab Land Bank Jordanian Bank for Investment and Finane Soete General Bank Audi Bank BLOM Bank City Bank Kuwait National Bank Al-Rafedain Bank Total

5 International Journal of Business and Soial Siene Vol. 2 No. 1; January 2011 Operational definition of quality of servie For the purpose of this study, the operational definition of servie quality (SERVQUAL) presented by Zeithaml and her olleagues (1988) has been adopted. Therefore, servie quality (SERVQUAL) was operationally defined through five broad onsolidated dimensions, those were: (1) Tangibles, whih reflets the appearane of physial elements. (2) Reliability, whih reflets the dependability and aurate performane of the servie. (3) Responsiveness, whih reflets promptness and helpfulness. (4) Assurane, whih is represented in ompetene, ourtesy, redibility and seurity, and finally, (5) Empathy, whih means the easiness of aess, good ommuniations, and ustomer understanding. Based on the above operational definition, servie quality (SERVQUAL) was measured by using the SERVQUAL sales onsist of (22) harateristis of the servie provided by the banks. The (22) harateristis represent the major (5) dimensions of the servie quality as proposed by Parasuraman et.al.,(1988)who applied the gap model in their measurement of servie quality. Aording to this model, the servie quality was defined as the differene between the servie atual performane (p) and the ustomers expeted servie quality. When pereived performane sores are lower than the expetations sores, this indiates a poor (low) quality; the ontrary is a sign of good quality. Adopting this rational, the researher assures the onept of servie quality from the ustomer's perspetive, beause he always believes that the evaluations of the quality are inherited in the minds of ustomers. The (22) statements through whih the quality of servie was measured has been reahed after some modifiations were made in the original SERVQUAL so as better to apture the expetations and pereptions of the Jordanian ustomers of the ommerial banks. Modifying the SERVQUAL sale was to improve the validity and reliability of the sale as an instrument of measurement of the quality of bank servies in Jordan. The modifiation of the original sale of SERVQUAL made after it has been presented through in-depth interviews with fous groups onsisting from senior managers who have been randomly seleted from the surveyed banks (Jordanian and non-jordanian). In addition to a pilot study onduted on a small representative sample seleted from the original sample used for this study. The modified sale ontained (22) statements that are distributed throughout the five servie quality dimensions as follows: 1) Reliability, measured throughout the statements from (1-5). 2) Responsiveness, measured throughout the statements from (6-9). 3) Assurane, measured throughout the statements from (10-13). 4) Empathy, measured throughout the statements from (14-18). 5) Tangibles, measured throughout the statements from (19-22). The sale also ontained expetation statements (the same 22 but in future tense). The (22) statements were attahed with a seven-point sale ranging from "Strongly disagree" (1) to "strongly agree" (7). The sale was presented as a part of a questionnaire designed for the purpose of this study. It should be indiated that the SERVQUAL was presented to the respondents in two forms, one measures the servie quality on the (22)statements,as it is pereived by ustomers, subsequently, they were asked to reord their expetations regarding the same (22)statements. The gap between the two measurements represents the measure of the servie quality. Data Colletion Data required for this study was olleted from the sample by a strutured questionnaire was designed. Customers pereived and expeted SERVQUAL were measured by the SERVQUAL sales, as developed by Parasuraman et. al.,(1988). Initially, their pereptions of their banks' performane on (22) harateristis of the SERVQUAL provided by their banks were rated. Subsequently, they were asked to express their expetations on the same (22) harateristis after some modifiations were made in the original SERVQUAL.The modifiations in the sale were made by presenting the statements through in-depth interviews with fous groups onsisting from ustomers randomly seleted from the surveyed banks (Jordanian and non- Jordani). In addition, a pilot study was onduted on a small representative sample, whih also, randomly seleted from the bank's ustomers. The modified (22) statements were attahed with a 7-point sale ranging from strongly disagree (1) to strongly agree (7). 55

6 Centre for Promoting Ideas, USA Reliability and Validity Test The reliability test was applied to examine the internal onsisteny of the serie quality(servqual)variable in the two questionnaire. The results show that the value of Cronbah oeffiient Alpha was(0.94).indiating that there is a good internal onsisteny among items within eah of the dimensions of the servie quality. this result enhaned the internal and external validity of the study and reinfored the generalization of the results Findings and Disussion In this part of the study, the major findings are reported as follows: Customers' evaluations of servie quality (SERVQUAL) In measuring the ustomers' evaluations of SERVQUAL, the gap model of servie quality developed by Parasuraman et. al., (1988) was applied. It indiated the ustomer's gap whih represents the differene between the overall ustomers' pereived and expeted SERVQUAL. The importane of this measure omes from the fat that ustomers expetations are the standards of servie performane (or referene point s performane) against whih ustomers experienes are ompared. Within this ontext, the following findings were reahed: The overall ustomers' pereived SERVQUAL: Respondents rated their sores of the pereived SERVQUAL on a 7-point sale ranging from "strongly disagree" (1) to "Strongly agree" (7). The overall mean sores of pereived SERVQUAL were omputed (1000) on the (22) individual SERVQUAL statements, and then dividing the total sum of the mean sores by the total number of ustomers sample (1000). The higher the mean sore, the more positive evaluations about the quality of servies provided by the ommerial banks the ustomers have made. Aordingly, the overall mean sore of ustomers' pereived SERVQUAL was (3.5) The overall ustomers' expeted SERVQUAL: Respondents ompleted SERVQUAL sales whih measured their expetations of (22) harateristis (statements). Again, the overall mean sores of expeted SERVQUAL was omputed by totalling the rating of all ustomers (1000) on the (22) individual SERVQUAL statements, and then dividing the total sum of mean sores by the total number of ustomer (1000). The higher the mean sore, the higher the expetations about the quality of servie provided by the banks the ustomers have made. Aordingly, the overall mean sore of the ustomers' expeted SERVQUAL was (5.7). Applying the gap model of servie quality, the gap between the two measurements of ustomers' servie quality represents the level of SERVQUAL of the ommerial banks. Therefore, overall SERVQUAL (gap) = ustomers' pereived SERVQUAL ustomers' expeted SERVQUAL. The Gap (Quality) = P E = = Aording to the SERVQUAL deision rule, the SERVQUAL is onsidered as unsatisfatory (low) if the pereived SERVQUAL mean sore is lower than the expeted. So, it ould be onluded that the ustomers' SERVQUAL provided by ommerial banks was low (unsatisfatory), and thus, the third main hypothesis (HO3) was aepted. In order to test for differenes between banks with higher and lower levels of SERVQUAL, it was found similar (-2.2), whih means that there are no signifiant differenes in the ustomers' evaluations of SERVQUAL, in both the Jordanian and non-jordanian banks, and therefore, the first hypothesis (HO1) was supported. Similar results regarding the quality of bank servies provided by ommerial banks in Jordan was reahed in a previous study onduted by the researher (Mualla,1998). It then, ould be onluded that after (10) years, quality of servies provided by those banks has not been hanged, and therefore, intensive efforts still to be devoted by the management of these banks to improve the quality of their servies in order to enhane their ompetitive position in the market. Signifiant variations were deteted between non-jordanian and Jordanian banks regarding eah of the overall pereived and expeted SERVQUAL provided by them. Customers of non-jordanian banks appeared to have higher sores of both overall pereived and expeted SERVQUAL, than those of Jordanian banks, this means that eah of the seond and third hypotheses ( HO2, HO3 ) was supported. Assessing whih dimension of SERVQUAL has been sored higher by the ustomers of both, Jordanian and non-jordanian would generate valuable strategi insights for the management of quality of bank servie. Apparently, ustomers of non- Jordanian banks had higher sores of SERVQUAL than those of Jordanian banks on all SERVQUAL dimensions. However, both ategories of banks sored almost similarly regarding the gap on eah of the SERVQUAL dimension; this means that the forth hypothesis (HO4) was supported. 56

7 International Journal of Business and Soial Siene Vol. 2 No. 1; January 2011 Table (3) summarizes the aggregate means of the overall SERVQUAL, the individual dimensions for both, Jordanian and non-jordanian banks. Also, the major gaps (SERVQUAL) on all dimensions are shown in table (4). Table (3): Summary of the aggregate means of the overall SERVQUAL and its five dimensions Dimensions Reliability Responsiveness Assurane Empathy Tangibles (physial evidene) Overall SERVQUAL means sores * ** nationality of the bank Jordania n Banks (500) Non- Jordania n Banks (500) Overall (1000) Individual dimension gap (-2.1) (-2.1) (-2.2) (-2.2) (-2.3) (-2.2) *Pereived SERVQUAL **Epeted SERVQUAL Table (4): The major gaps in the strutural dimensions of SERVQUAL in ommerial banks Nationality of the banks Jordanian banks Non-Jordanian banks Overall gap SERVQUAL Dimensions Reliability (-2.2) (-2.3) (-2.1) Responsiveness (-2.2) (-2.2) (-2.1) Assurane (-2.3) (-2.3) (-2.2) Empathy (-2.3) (-2.3) (-2.2) Tangibles (-2.4) (-2.3) (-2.2) Overall SERVQUAL (gap) (-2.2) (-2.2) (-2.2) Pratial Impliations In deregulated finanial markets, many banks are realizing the neessity of having a ompetitive edge over their ompetitors. They should develop more proative marketing strategies to find and keep ustomers. A part of this strategi option is that the management must devote more intensive efforts towards improving the quality of their servies. The findings of this study do lead to some potential ideas regarding a well-managed quality assurane. The findings also indiate that higher levels of quality servie an be delivered when banks adopt the ustomer orientation, and reinfore their relationship with them. The overall impliation to these findings is that onsistent with the importane of being adaptable the employee s servie ulture is neessary for a sustainable relationship. Along with this line of thinking, managers in the ommerial banks in Jordan an more effetively align the interest of the employees and ustomers. Aordingly, employees laking a strong ustomer-orientation are inappropriate to be assigned with ustomers aounts needing long-term relationship. The management's ommitment to quality of servie should be extended to strengthening the internal relationship. The results of this study should enable the management in these banks to design internal marketing programs aimed at building a strong servie-minded employees. This requires more attention to employees feelings, reognition of employees as invaluable assets to the bank, and frequent interation between employees and management. All these values reate a favourable internal environment that helps the empowerment of employees. 57

8 Centre for Promoting Ideas, USA Limitations of the Study As it is the ase in any study, some limitations relevant to this study annot be abandoned, for instane, the findings of this study are based on sell-report pereptions of ustomers. Data olleted by this approah may or may not be an aurate to that extent whih reflets the respondent s real feelings. Suggestions for Future Researh The insight reahed from this study may be just as enlightening as more repliating researh is to be onduted. Further, the next suggested researh should identify expeted anteedents and outomes of servie quality. If this study was applied to other servie organizations, this would expand our understanding of the adoption of servie quality to those organizations. This, in turn, suggests that with more validation the onlusion derived from this study ould prove to augment many of the managerial ativities suh as reruitment, seletion, and training whih would be refleted on the bank s profitability. Conlusions The purpose of this study has been to assess the servie quality in the ommerial banks in Jordan. The findings of this study have indiated that the quality of servie as it has been pereived by the ustomers of all ommerial banks was low. The impliations of this study suggest that ommerial banks must devote onsiderable efforts toward the quality of their servies. They an more produtively assign relational ustomers to employees, based on their inlination to onsider the long-term relationship with ustomers. This study also emphasises the importane of establishing a sustainable relationship with ustomers. Servie quality is inherited in the minds of ustomers. Referenes 1. Brady, M. K and Cronin, J. J.(2001), "Some new thoughts on oneptualized pereived servie quality: A hierarhial approah", Journal of Marketing, Vol. 65, pp Cravens, D. W.(1995), The hanging role of the sales fore, Marketing Management, Vol.4. Fall.pp Gronroos,C.(2007),Servie Management and Marketing: Managing the moments of truth in servie ompetition, Massahusetts: Lexington Books. 4. Lovelok, C.(2009), Servie Marketing, New Jersey, Upper Saddle: Prentie-Hall. 5. Mualla, N.(1998), "Measuring the quality of servie provided by ommerial banks in Jordan", Dirasat, University of Jordan, Vol. 25, No. 2, pp Parasuraman, A., Berry, I. and Zeithaml, V. (1988), SERVQUAL: A multiple-item sale for measuring onsumer pereption of servie quality, Journal of Retailing, pp Rust, R. T. and Oliver, R. L. (2005), Servie Quality: New diretion in theory and pratie, Thousand Oaks, CA: Sage, pp Salah, T., (2004), Measuring the quality of Islami banking servies, Central Bank of Jordan, Amman. 9. Zeithaml,V.A.and Parasuraman, A.(2004),Servie Quality,MSI Relevant Knowledge Series.Cambridge, MA:Marketing Siene Institute. 10. Parasuraman,A, Berry, L.L, and Zeithaml, V.(1990), Guidelines for Conduting Servie Quality Researh, Marketing Reasearh :A Magazine of Management and Appliations, pp

Systems & Services Certification SGS 53,000, 1000

Systems & Services Certification SGS 53,000, 1000 CSR July 28, 2009 SGS Systems & Servies Certifiation SGS SGS SGS 1878 SGS 140 53,000, 1000 - Europe, Middle East & Afria: 24 400 employees - Amerias: 12 100 employees - Asia/Paifi: 16 500 employees SGS,

More information

Henley Business School at Univ of Reading. Chartered Institute of Personnel and Development (CIPD)

Henley Business School at Univ of Reading. Chartered Institute of Personnel and Development (CIPD) MS in International Human Resoure Management (full-time) For students entering in 2013/4 Awarding Institution: Teahing Institution: Relevant QAA subjet Benhmarking group(s): Faulty: Programme length: Date

More information

REVENUE SHARING CONTRACT OR WHOLESALE PRICE CONTRACT? ANALYTICAL RESULTS FROM VARIOUS CHANNEL POWER ARRANGEMENTS IN A TOURISM SUPPLY CHAIN

REVENUE SHARING CONTRACT OR WHOLESALE PRICE CONTRACT? ANALYTICAL RESULTS FROM VARIOUS CHANNEL POWER ARRANGEMENTS IN A TOURISM SUPPLY CHAIN REVENUE SHARING CONTRACT OR WHOLESALE PRICE CONTRACT? ANALYTICAL RESULTS FROM VARIOUS CHANNEL POWER ARRANGEMENTS IN A TOURISM SUPPLY CHAIN n, College of Business, Washington State University, Wilson Road,

More information

~ Early Life

~ Early Life Measurements and reporting systems are established Suessful validation of the deployment triggers the launh of Early Life Support (ELS). 6.0 Deploy & Verify - Q)... E Q) t1 Ol Change.r::: t1 0 t1 (jj Ol

More information

We re like money in the bank.

We re like money in the bank. With our experiene, knowledge, and expertise, we re more than just a great way to measure effetiveness, maintain exellene, and identify opportunities for improvement. We re like money in the bank. Ahieving

More information

EITF ABSTRACTS. To take advantage of new capabilities in electronic commerce and advances in computer

EITF ABSTRACTS. To take advantage of new capabilities in electronic commerce and advances in computer EITF ABSTRACTS Issue No. 97-13 Title: Aounting for Costs Inurred in Connetion with a Consulting Contrat or an Internal Projet That Combines Business Proess Reengineering and Information Tehnology Transformation

More information

Comparison of Fuzzy Analytic Hierarchy Process and Analytic Hierarchy Process Based Decision Support for a Lean Performance Measurement System

Comparison of Fuzzy Analytic Hierarchy Process and Analytic Hierarchy Process Based Decision Support for a Lean Performance Measurement System Journal of Oean, Mehanial and erospae -Siene and Engineering-, Vol. 9 Marh 0, 06 Comparison of Fuzzy nalyti Hierarhy Proess and nalyti Hierarhy Proess ased Deision Support for a Lean Performane Measurement

More information

Impact of Intangible Factors on Business Value

Impact of Intangible Factors on Business Value Impat of Intangible Fators on Business Value Inna Krasiuk PhD, Deputy head of the branh bank, PJSC CB PrivatBank, Ukraine Yelena Demidova Leturer of the Department of Soial Work, Belarusian State Pedagogial

More information

Architecture of an ERP System Supporting Project-Oriented Management

Architecture of an ERP System Supporting Project-Oriented Management Arhiteture of an ERP System Supporting Projet-Oriented Management Willy Piard and Grzegorz Wojiehowski Department of Information Tehnology The Poznań University of Eonomis ul. Mansfelda 4 60-854 Poznań,

More information

TRANSLATION OF MEASURED VEHICULAR WEIGHTS INTO DESIGN LOADS TO BE USED FOR BRIDGE ENGINEERING

TRANSLATION OF MEASURED VEHICULAR WEIGHTS INTO DESIGN LOADS TO BE USED FOR BRIDGE ENGINEERING 7th International Symposium on Heavy Vehile Weights & Dimensions Delft. The Netherlands. June 16-2.22 TRANSLATION OF MEASURED VEHICULAR WEIGHTS INTO DESIGN LOADS TO BE USED FOR BRIDGE ENGINEERING ABSTRACT

More information

Flexibility of Strategy in High-Tech Enterprises

Flexibility of Strategy in High-Tech Enterprises Soure: A. Zakrzewska Bielawska, Flexibility of strategy in high-teh enterprises [w:] M. Zhang (red., Eonomis, Business and Management. International Proeedings of Eonomis Development and Researh Vol. Flexibility

More information

Strategic Outsourcing with Technology Transfer under Cournot Competition

Strategic Outsourcing with Technology Transfer under Cournot Competition Disussion Paper ERU/4 4 February, 4 Strategi Outsouring with Tehnology Transfer under Cournot Competition Tarun Kabiraj Indian Statistial Institute and Uday Bhanu Sinha ** Delhi Shool of Eonomis February,

More information

Experiment Station. Department of Soil and Crop Sciences

Experiment Station. Department of Soil and Crop Sciences Tehnial Bulletin TB06-03 August 2006 Ag riultural Experiment Station College of Agriultural Sienes Department of Soil and Crop Sienes Western Colorado Researh Center Organi Alternatives for Weed Control

More information

Proceedings of the 2012 Winter Simulation Conference C. Laroque, J. Himmelspach, R. Pasupathy, O. Rose, and A.M. Uhrmacher, eds

Proceedings of the 2012 Winter Simulation Conference C. Laroque, J. Himmelspach, R. Pasupathy, O. Rose, and A.M. Uhrmacher, eds Proeedings of the 2012 Winter Simulation Conferene C. Laroque, J. Himmelspah, R. Pasupathy, O. Rose, and A.M. Uhrmaher, eds INDUSTRIAL IMPLEMENTATION OF A DYNAMIC SAMPLING ALGORITHM IN SEMICONDUCTOR MANUFACTURING:

More information

System Dynamics Optimisation Approach to Irrigation Demand Management

System Dynamics Optimisation Approach to Irrigation Demand Management Bureau of Meteorology From the SeletedWorks of Amgad Elmahdi 2005 System Dynamis Optimisation Approah to Irrigation Demand Management Amgad ELMAHDI Hetor Malano Teri Ethells Shahbaz khan Available at:

More information

Experimental and Theoretical Deflections of Hybrid Composite Sandwich Panel under Four-point Bending Load

Experimental and Theoretical Deflections of Hybrid Composite Sandwich Panel under Four-point Bending Load Civil Engineering Dimension, Vol. 19, No. 1, Marh 017, 9-5 ISSN 1410-950 print / ISSN 1979-570X online DOI: 10.9744/CED.19.1.9-5 Experimental and Theoretial Defletions of Hybrid Composite Sandwih Panel

More information

20 questions on genetically modified foods

20 questions on genetically modified foods Page 1 of 6 Searh All WHO This site only Home About WHO Countries Health topis Publiations Data and statistis Programmes and projets Food Safety Zoonoses Mirobiologial risks Chemial risks Biotehnology

More information

Key Factors in the Success of the Customization of Products in Taiwan

Key Factors in the Success of the Customization of Products in Taiwan Key Fators in the Suess of the Customization of Produts in Taiwan Chen-Yi Hsu, Department of International Business, Kainan University, Taiwan Jyun-Nan Tang, Department of International Business, Kainan

More information

We re bottom-line smart.

We re bottom-line smart. Somewhere in the mid-east, a major oil ompany is using our independent, tehnology assessment of projet ativities that will aelerate their time-to-ompletion. We re bottom-line smart. Carmagen Engineering

More information

Optimizing the Allocation of Marketing Promotional Contacts

Optimizing the Allocation of Marketing Promotional Contacts Optimizing the Alloation of Marketing Promotional Contats Keith Hermiz, Ph.D., IBM Helene Miller, IBM Dhanesh Padmanabhan, Marketis Tehnologies Abstrat The typial marketing environment in the business-to-business

More information

Energy Saving Opportunities through Heat Recovery from Cement Processing Kilns: A Case Study

Energy Saving Opportunities through Heat Recovery from Cement Processing Kilns: A Case Study Energy Saving Opportunities through Heat Reovery from Cement Proessing Kilns: A Case Study I. I. AL-HINTI a, A. AL-GHANDOOR b, A. AL-NAJI, M. ABU-KHASHABEH, M. JOUDEH, M. AL-HATTAB a Department of Mehanial

More information

Proposal for a new shear design method

Proposal for a new shear design method Chapter 6 Proposal for a new shear design method The behaviour of beams failing in shear has been studied in the previous hapters, with speial attention paid to high-strength onrete beams. Some aspets

More information

Continuous temperature measurements on the pouring stand for casting moulds

Continuous temperature measurements on the pouring stand for casting moulds ARCHIVES of FOUNDRY ENGINEERING Published quarterly as the organ of the Foundry Commission of the Polish Aademy of Sienes ISSN (897-330) Volume 8 Issue /008 75 80 5/ Continuous temperature measurements

More information

International Journal of Research (IJR) e-issn: , p- ISSN: X Volume 3, Issue 01, January 2016

International Journal of Research (IJR) e-issn: , p- ISSN: X Volume 3, Issue 01, January 2016 International Journal of Researh (IJR) Available at http://internationaljournalofresearh.org Study of failure probability by deterministi method reliability-strength applied to metal ables intended for

More information

Department of Economics. Strategic Choice of Network Externality

Department of Economics. Strategic Choice of Network Externality Department of Eonomis Working Paper Series Strategi Choie of Network Externality Yuanzhu u & Sougata Poddar 05/03 Strategi Choie of Network Externality Yuanzhu u Sougata Poddar China Eonomis and Management

More information

Luis Currais University of La Coruña. Abstract

Luis Currais University of La Coruña. Abstract Potential onflits in the fight against ounterfeit drugs Luis Currais University of La Coruña Berta Rivera University of La Coruña Paolo Rungo University of La Coruña Abstrat This analysis looks at the

More information

Finite Element Modeling of Pre-Stressed Hollow Core Slabs

Finite Element Modeling of Pre-Stressed Hollow Core Slabs Current Siene International Volume : 04 Issue : 04 Ot.-De. 2015 Pages :596-603 Finite Element Modeling of Pre-Stressed Hollow Core Slabs 1 Ali N. Deeb, 2 M. Abou Zeid Tarkhan and 3 E. M. El-Tehewy 1 Syrian

More information

Carbon Dioxide Capture & Conversion (CO 2 CC) Program A Membership Program offered by The Catalyst Group Resources (TCGR)

Carbon Dioxide Capture & Conversion (CO 2 CC) Program A Membership Program offered by The Catalyst Group Resources (TCGR) Carbon Dioxide Capture & Conversion (CO 2 CC) Program A Membership Program offered by The Catalyst Group Resoures (TCGR) 2018 P.O. Box 680 Spring House, PA 19477 USA Tel: (215) 628-4447 Fax: (215) 628-2267

More information

Permanent Link:

Permanent Link: Citation: Boswell, Brian and Chandratilleke, Tilak. 2009. Sustainable Metal Cutting, in TIC-STH ommittee (ed), 2009 IEEE Toronto International Conferene Siene and Tehnology for Humanity, Sep 26 2009. Ryerson

More information

A Handbook For Administrators And Managers

A Handbook For Administrators And Managers www.nwi.pdx.edu Wraparound Implementation Guide: A Handbook For Administrators And Managers By Patriia Miles, Neil Brown, and The National Wraparound Initiative Implementation Work Group. Prefae by Janet

More information

Research and application of the analytical hierarchy model based on sports industry resource optimization and structure layout strategy

Research and application of the analytical hierarchy model based on sports industry resource optimization and structure layout strategy vailable online www.jopr.om Journal of Chemial and Pharmaeutial Researh, 04, 6(6):890-897 Researh rtile ISSN : 0975-784 CODEN(US) : JCPRC5 Researh and appliation of the analytial hierarhy model based on

More information

Designing a Genetic Algorithm to Solve an Integrated Model in Supply Chain Management Using Fuzzy Goal Programming Approach

Designing a Genetic Algorithm to Solve an Integrated Model in Supply Chain Management Using Fuzzy Goal Programming Approach Designing a Geneti Algorithm to Solve an Integrated Model in Supply Chain Management Using Fuzzy Goal Programming Approah M. Rostami N. K.i *, J. Razmi, and F. Jolai Department of Industrial Engineering,

More information

Integrated optimization and multi-agent technology for combined production and transportation planning

Integrated optimization and multi-agent technology for combined production and transportation planning Integrated optimization and multi-agent tehnology for ombined prodution and transportation planning Jan A. Persson 1 and Paul Davidsson 2 1 Blekinge Institute of Tehnology, Department Systems and Software

More information

Keywords: adaptstand, adaptation, standardisation, international, global, marketing

Keywords: adaptstand, adaptation, standardisation, international, global, marketing jounuil of Marketing Managemetit, 2003,19, 283-305 Demetris Vrontis^ Manhester Metropolitan University Business Shool Integrating Adaptation and Standardisation in International Marketing: The AdaptStand

More information

Energy Savings from Increased Preventive Maintenance on Indiana Highways

Energy Savings from Increased Preventive Maintenance on Indiana Highways TRANSPORTATION RESEARCH RECORD 112 27 Energy Savings from Inreased Preventive Maintenane on Indiana Highways EssAM A. SHARAF AND KuMARES C. SINHA In this paper are desribed the development of trade-off

More information

Mining Patterns to Support Software Architecture Evaluation

Mining Patterns to Support Software Architecture Evaluation Mining Patterns to Support Software Arhiteture Evaluation Liming Zhu, Muhammad Ali Babar, oss Jeffery National ICT Australia Ltd. and University of New South Wales, Australia {limingz, malibaba, rossj}@se.unsw.edu.au

More information

Page 1 of 6 Searh All WHO This site only Home About WHO Countries Health topis Publiations Data and statistis Programmes and projets Food Safety Zoonoses Mirobiologial risks Chemial risks Biotehnology

More information

CIS Guidance Document on WFD Article 4(7) SUMMARY OF COMMENTS ON DRAFT 1

CIS Guidance Document on WFD Article 4(7) SUMMARY OF COMMENTS ON DRAFT 1 General Comments Line Nr. Comment/hange request Justifiation of the omment/hange request MS Comment by drafters General Further integration of groundwater issues is needed throughout the More overage lf

More information

Camber Variability in Prestressed Concrete Bridge Beams

Camber Variability in Prestressed Concrete Bridge Beams CONCRETE BRIDGE TECHNOLOGY Camber Variability in Prestressed Conrete Bridge Beams by Dr. Maher Tadros, econstrut Beams ast with extra amber in storage yard at Conrete Tehnology Corporation; amber shown

More information

COMMON ABUSES OF HAY TESTING RESULTS by Dan Putnam 1

COMMON ABUSES OF HAY TESTING RESULTS by Dan Putnam 1 COMMON ABUSES OF HAY TESTING RESULTS by Dan Putnam 1 r f ABSTRACT There is muh onern about the reliability ofhay test results and how lab results impat prie and sales ofhay. However, some of the onern

More information

7001 Diamond Snap-Form ICF Code Considerations With the multitude of lightweight onrete forming systems in the onstrution market, building offiials are raising questions about ode ompliane and/or ode evaluation

More information

Coordinating strategy of supply chain contract based on price discount and quantity buyback

Coordinating strategy of supply chain contract based on price discount and quantity buyback ISSN 1816-6075 (Print), 1818-0523 (Online) Journal of System and Management Sienes Vol. 1 (2011) No. 4, pp. 19-29 Coordinating strategy of supply hain ontrat based on prie disount and quantity buybak Ping

More information

Optimized Execution of Business Processes on Crowdsourcing Platforms

Optimized Execution of Business Processes on Crowdsourcing Platforms 8th International Conferene Conferene on Collaborative Computing: Networking, Appliations and Worksharing, Collaborateom 212 Pittsburgh, PA, United States, Otober 14-17, 212 Optimized Exeution of Business

More information

THE ENERGY DISSIPATION EFFECTS OF REDUNDANT MEMBERS IN SILOS UNDER EARTHQUAKES

THE ENERGY DISSIPATION EFFECTS OF REDUNDANT MEMBERS IN SILOS UNDER EARTHQUAKES 269 THE ENEGY DISSIPATION EFFECTS OF EDUNDANT MEMBES IN SILOS UNDE EATHQUAKES Li Zhiming 1 and Geng Shujiang 1 SUMMAY An analytial study is made the response to strong base motion reinfored onrete silo

More information

Portrait and development of Québec Textile Industry in brief

Portrait and development of Québec Textile Industry in brief 434 Portrait and development of Québe Textile Industry in brief 324 1,966 TEXTILES PRODUCT PLANTS» SCIAN 314 67 886 45,4% 438 552 1 2 3 1,569 1,651 We are presenting you a new portrait of the textile extrated

More information

The Periodicity of Pricing

The Periodicity of Pricing BART J. BRONNENBERG, CARL F. MELA, and WILLIAM BOULDING* Retail priing data ombine multiple deisions (e.g., regular priing and disounting) that are possibly made by multiple deision makers (e.g., retailers

More information

Evaluating TransJogja Service Quality based on User Perceptions and Expectations

Evaluating TransJogja Service Quality based on User Perceptions and Expectations Evaluating TransJogja Servie Quality based on User Pereptions and Expetations Alesander PURBA a, Fumihio NAKAMURA b, Shinji TANAKA, Peamsoo SANIT d, Ryo ARIYOSHI e a Graduate Shool of Urban Innovation,

More information

BUSINESS MANAGEMENT. BrightRED Study Guide BUSINESS MANAGEMENT. William Reynolds. BrightRED Study Guides. Curriculum for Excellence

BUSINESS MANAGEMENT. BrightRED Study Guide BUSINESS MANAGEMENT. William Reynolds. BrightRED Study Guides. Curriculum for Excellence BrightRED BrightRED Study Guides William Reynolds This BrightRED Study Guide is just the thing you need to takle your ourse and gain the exam skills essential to sueed at National 5 Business Management.

More information

(This is a sample cover image for this issue. The actual cover is not yet available at this time.)

(This is a sample cover image for this issue. The actual cover is not yet available at this time.) (This is a sample over image for this issue. The atual over is not yet available at this time.) This artile appeared in a journal published by Elsevier. The attahed opy is furnished to the author for internal

More information

Tourism entrepreneurship policy: a hybrid MCDM model combining DEMATEL and ANP (DANP)

Tourism entrepreneurship policy: a hybrid MCDM model combining DEMATEL and ANP (DANP) Deision Siene Letters 6 (2017) 233 250 Contents lists available at GrowingSiene Deision Siene Letters homepage: www.growingsiene.om/dsl Tourism entrepreneurship poliy: a hybrid MCDM model ombining DEMATEL

More information

Production Cost Optimization Model Based on CODP in Mass Customization

Production Cost Optimization Model Based on CODP in Mass Customization IJCSI International Journal of Computer Siene Issues, Vol. 0, Issue, No, January 03 www.ijcsi.org 60 Prodution Cost Optimization Model Based on CODP in Mass Customization Yanhong Qin, Yuanfang Geng Shool

More information

Selection of the Best Belt Conveyor using AHP

Selection of the Best Belt Conveyor using AHP Available online www.ejaet.om European Journal of Advanes in Engineering and Tehnology, 207, 4 (2): 29-34 Researh Artile ISSN: 2394-658X Seletion of the Best Belt Conveyor using AHP Abhinendra Singh Dhakar,

More information

Dynamics of Costs and Revenue Sharing Schemes in Open Innovation: an Evolutionary Game Approach

Dynamics of Costs and Revenue Sharing Schemes in Open Innovation: an Evolutionary Game Approach Dynamis of Costs and Revenue Sharing Shemes in Open Innovation: an Evolutionary Game Approah Daqing He, Yiding Yue, Ying Wang * Business Shool of Central South University Changsha, Hunan Provine 40083,

More information

SHIP TRAFFIC IN CONTAINER PORT: MODELLING METHODOLOGY AND PERFORMANCE EVALUATION

SHIP TRAFFIC IN CONTAINER PORT: MODELLING METHODOLOGY AND PERFORMANCE EVALUATION SHIP TRAFFIC IN CONTAINER PORT: MODELLING METHODOLOGY AND PERFORMANCE EVALUATION Assoiate Professor Branislav DRAGOVIĆ 1 1) Maritime Faulty, University of Montenegro, Maritime Transport & Traffi Division

More information

No. 20 WORKING PAPER SERIES IN ECONOMICS THE IMPACT OF COMPETITION ON UNILATERAL INCENTIVES TO INNOVATE NADJA TRHAL

No. 20 WORKING PAPER SERIES IN ECONOMICS THE IMPACT OF COMPETITION ON UNILATERAL INCENTIVES TO INNOVATE NADJA TRHAL No. 0 U N I V E R S I T Y O F C O L O G N E WORKING PAPER SERIES IN ECONOMICS THE IMPACT OF COMPETITION ON UNILATERAL INCENTIVES TO INNOVATE NADJA TRHAL Department of Eonomis University of Cologne Albertus-Magnus-Platz

More information

Economic Assessment of Intensive Culture

Economic Assessment of Intensive Culture Reprodued from JOURNAL OF FORESTRY, Vol. 76, No. 11, November 1978, by the FOREST SERVICE, U.S. Department of Agriulture, for offiial use. About This File:,. lhis file was reated by sanning the printed

More information

AN ADVERTISING OLIGOPOLY

AN ADVERTISING OLIGOPOLY The USV Annals of Eonomis and Publi Administration Volume 3, Issue (8), 03 AN ADVERTISING OLIGOPOLY Ph.D. Student Alina Irina GHIRVU Faulty of Eonomial Sienes and Business Administration Babeş Bolyai University,

More information

Yield of spring barley mixtures as a function of varietal and environmental characteristics

Yield of spring barley mixtures as a function of varietal and environmental characteristics Yield of spring barley mitures as a funtion of varietal and environmental harateristis Lars Kiær 1, Ib Skovgaard 2 and Hanne Østergård 1 1 Biosystems Department, Risø National Laboratory DTU, 4000 Roskilde,

More information

Available online at (Elixir International Journal) Civil Engineering. Elixir Civil Engg. 80 (2015)

Available online at   (Elixir International Journal) Civil Engineering. Elixir Civil Engg. 80 (2015) 30 Alireza Arabameri / Elixir Civil Engg. 80 (0) 30-308 Available online at www.elixirpublishers.om (Elixir International Journal) Civil Engineering Elixir Civil Engg. 80 (0) 30-308 Appliation of One of

More information

Small Urban Watershed Use of Hydrologic Procedures

Small Urban Watershed Use of Hydrologic Procedures TRANSPORTATION RESEARCH RECOR 1471 47 Small Urban Watershed Use of Hydrologi Proedures VERNON K. HAGEN The Federal Interageny Hydrology has published douments on flood frequeny for gauged and ungauged

More information

A flush collector beam end plate is used to allow for the placement of the floor deck on top of the collector beam.

A flush collector beam end plate is used to allow for the placement of the floor deck on top of the collector beam. EARTHQUAKE Eentrially Braed Frames with Removable Links Design Methodology Author: Kevin Cowie a, Alistair Fussell a, Martin Wong a, Charles Clifton b, Dmitry Volynkin b Affiliation: a. Steel Constrution

More information

Generating Light from Stoves using a Thermoelectric Generator

Generating Light from Stoves using a Thermoelectric Generator Generating Light from Stoves using a Thermoeletri Generator Dan Mastbergen, dmast@engr.olostate.edu Dr. Bryan Willson, Bryan.Willson@olostate.edu Engines and Energy Conversion Laboratory Department of

More information

USING REAL-TIME INFORMATION IN PRODUCTION PLANNING AND OPERATIONAL CONTROL

USING REAL-TIME INFORMATION IN PRODUCTION PLANNING AND OPERATIONAL CONTROL 9 th International Conferene on Prodution Researh USING REAL-TIME INFORMATION IN PRODUCTION PLANNING AND OPERATIONAL CONTROL Ronald G. Askin, Detlef Pabst, Mihael Pew, Young Jun Son 2 Department of Industrial

More information

Small businesses work wonders for Pennsylvania in

Small businesses work wonders for Pennsylvania in A Message From The Senator Small businesses work wonders for Pennsylvania in fat, they are the mainstay of the Commonwealth's eonomy. However, starting up a new firm and trying to omply with state and

More information

Mechanical Properties of High-Strength Concrete Manish Kumar 1, A.M. ASCE; Zhaoyu Ma 2 ; Moses Matovu 2

Mechanical Properties of High-Strength Concrete Manish Kumar 1, A.M. ASCE; Zhaoyu Ma 2 ; Moses Matovu 2 1.1 Introdution Mehanial Properties of High-Strength Conrete Manish Kumar 1, A.M. ASCE; Zhaoyu Ma 2 ; Moses Matovu 2 Mehanial properties of High-Strength Conrete (HSC) an be divided in two groups as shortterm

More information

Designing 1 kw PEMFC APU for 4 passenger vehicle

Designing 1 kw PEMFC APU for 4 passenger vehicle Projet Report 2008 TRRF05 Fuel Cell Tehnology Deember 7 th, 2008 Designing 1 kw PEMFC APU for 4 passenger vehile Munir Ahmed Khan Department of Energy Sienes, Faulty of Engineering Lund University, Box

More information

Trade Liberalization and Complementary Domestic Policies: A Rural-Urban General Equilibrium Analysis of Morocco

Trade Liberalization and Complementary Domestic Policies: A Rural-Urban General Equilibrium Analysis of Morocco TMD DISCUSSION PAPER NO. 41 Trade Liberalization and Complementary Domesti Poliies: A Rural-Urban General Equilibrium Analysis of Moroo Hans Löfgren Moataz El-Said Sherman Robinson International Food Poliy

More information

SERF: Efficient Scheduling for Fast Deep Neural Network Serving via Judicious Parallelism

SERF: Efficient Scheduling for Fast Deep Neural Network Serving via Judicious Parallelism SERF: Effiient Sheduling for Fast Deep Neural Network Serving via Judiious Parallelism Feng Yan University of Nevada, Reno, Reno, NV, USA, fyan@unr.edu Olatunji Ruwase Mirosoft Researh, Redmond, WA, USA,

More information

Keywords: Greenhouse; Thermal performance; Water pipes heating; Infrared radiation; Energy balance; Heating efficiency

Keywords: Greenhouse; Thermal performance; Water pipes heating; Infrared radiation; Energy balance; Heating efficiency International Symposium Greensys 7 "High Tehnology for Greenhouse system Management" Naples Italy, 4-6 Otober 7 Investigation of the Potential of Infrared-radiation (IR) to Redue Energy Consumption in

More information

Research on Traveling Routes Problems Based on Improved Ant Colony Algorithm

Research on Traveling Routes Problems Based on Improved Ant Colony Algorithm Communiations and Network, 2013, 5, 606-610 http://dx.doi.org/10.4236/n.2013.53b2109 Published Online September 2013 (http://www.sirp.org/journal/n) Researh on Traveling Routes Problems Based on Improved

More information

ESTIMATION OF FRACTURE TOUGHNESS OF THE OXIDE SCALES. Jozef HRABOVSKÝ, Petr LOŠÁK, Jaroslav HORSKÝ

ESTIMATION OF FRACTURE TOUGHNESS OF THE OXIDE SCALES. Jozef HRABOVSKÝ, Petr LOŠÁK, Jaroslav HORSKÝ ESTIMATION OF FRACTURE TOUGHNESS OF THE OXIDE SCALES Jozef HRABOVSKÝ, Petr LOŠÁK, Jaroslav HORSKÝ Heat Transfer and Fluid Flow Laboratory, Faulty of Mehanial Engineering, VUT Brno, Tehniká 2, 616 69 Brno,

More information

Limit states for the damage assessment of bridges supported on LRB bearings

Limit states for the damage assessment of bridges supported on LRB bearings Journal of Physis: Conferene Series PAPER OPEN ACCESS Limit states for the damage assessment of bridges supported on LRB bearings To ite this artile: M Jara et al 05 J. Phys.: Conf. Ser. 68 0046 View the

More information

Sickness absence, or as it can be defined more precisely, absence from work that is attributed

Sickness absence, or as it can be defined more precisely, absence from work that is attributed 420 * THE MANAGEMENT OF SICKNESS ABSENCE COSTS Correspondene to: Dr S Whitaker, Institute of Oupational Health, University of Birmingham, Birmingham B15 2TT, UK s..whitaker@bham.a.uk Stuart C Whitaker

More information

Labor Management Principles in the Communication Discipline: Developing a Communication Plan Based on an Organization Analysis

Labor Management Principles in the Communication Discipline: Developing a Communication Plan Based on an Organization Analysis Governors State University OPUS Open Portal to University Sholarship All Capstone Projets Student Capstone Projets Summer 2017 Labor Management Priniples in the Communiation Disipline: Developing a Communiation

More information

Abstract. Technological Changes in Japanese Housing and Its Effects on Carbon Emissions

Abstract. Technological Changes in Japanese Housing and Its Effects on Carbon Emissions Tehnologial Changes in Japanese Housing and Its Effets on Carbon Emissions Gloria P. GERILLA 1 Researh Fellow Department of Civil Engineering, Saga University 1 Honjo, Saga, 840-8502, Japan Phone: +81-952-28-8830

More information

Fatigue and Creep-Fatigue Testing of Bellows at Elevated Temperature

Fatigue and Creep-Fatigue Testing of Bellows at Elevated Temperature S. Yamamoto K. Isobe S. Ohte Mehanial Engineering Laboratory, Researh and Development Center. N. Tanaka S. Ozaki Nulear Engineering Laboratory, Nulear Energy Group. K. Kimura Advaned Reator Engineering

More information

Strategic Choice of Network Externality and its Impact on Digital Piracy

Strategic Choice of Network Externality and its Impact on Digital Piracy From the SeletedWorks of Sougata Poddar Summer 06 Strategi Choie of Network Externality and its Impat on Digital Piray Sougata Poddar, University of Redlands Yuanzhu u, Central University of Finane and

More information

Hong-ze Li and Sen Guo. 1. Introduction

Hong-ze Li and Sen Guo. 1. Introduction Mathematial Problems in Engineering Volume 2013, Artile ID 848901, 11 pages http://dx.doi.org/10.1155/2013/848901 Researh Artile External Eonomies Evaluation of Wind Power Engineering Projet Based on Analyti

More information

IMPROVEMENTS IN DOMESTIC WATER SERVICES IN KELANTAN: ARE PEOPLE WILLING TO PAY?

IMPROVEMENTS IN DOMESTIC WATER SERVICES IN KELANTAN: ARE PEOPLE WILLING TO PAY? Journal of Sustainability Siene and Management Volume 8 Number 2, Deember 2013: 61-70 ISSN: 1823-8556 Penerbit UMT IMPROVEMENTS IN DOMESTIC WATER SERVICES IN KELANTAN: ARE PEOPLE WILLING TO PAY? MAHIRAH

More information

LOW FREQUENCY BUCKETS FOR INDUSTRIAL STEAM TURBINES by

LOW FREQUENCY BUCKETS FOR INDUSTRIAL STEAM TURBINES by LOW FREQUENCY BUCKETS FOR INDUSTRIAL STEAM TURBINES by Firm L. Weaver Engineering Consultant Sun City Center, Florida Firm L. Weaver graduated from Roanoke Coll ege, in Salem, Virginia, with a B.S. degree

More information

European Regulations For Multilayer Food Contact Materials. Dr. Hermann Onusseit Henkel KGaA Düsseldorf, Germany ABSTRACT

European Regulations For Multilayer Food Contact Materials. Dr. Hermann Onusseit Henkel KGaA Düsseldorf, Germany ABSTRACT European Regulations For Multilayer Food Contat Materials Dr. Hermann Onusseit Henkel KGaA Düsseldorf, Germany ABSTRACT Artiles and failities whih ome into ontat with food are subjet to speial demands.

More information

Study of Service Models in Cloud Computing Manoj Kumar Dhruw

Study of Service Models in Cloud Computing Manoj Kumar Dhruw International Journal of Researh (IJR) Available at http://internationaljournalofresearh.org Study of Servie Models in Cloud Computing Manoj Kumar Dhruw Student, Bahelor of Engineering in Computer Siene

More information

Creep Analysis of Aluminum Alloy Disk Experiment for High Speed Energy Storage Flywheel

Creep Analysis of Aluminum Alloy Disk Experiment for High Speed Energy Storage Flywheel Creep Analysis of Aluminum Alloy Disk Experiment for High Speed Energy Storage Flywheel YangXU, HanYU, ZupeiSHEN Tsinghua Univ. CHINA Abstrat: In order to ahieve higher speed and higher energy density,

More information

Status Incentives. By TIMOTHY BESLEY AND MAITREESH GHATAK

Status Incentives. By TIMOTHY BESLEY AND MAITREESH GHATAK Status Inentives By TIMOTHY BESLEY AND MAITREESH GHATAK When eonomists study inentives in organizations, the main fous has been on using monetary payments in exhange for performane on spei measurable dimensions.

More information

Bridge Element Deterioration Rates

Bridge Element Deterioration Rates TRANSPORTATION RESEARCH RECORD 149 9 Bridge Element Deterioration Rates lmad J. ABED-AL-RAHIM AND DAVID W. JOHNSTON Prediting the deterioration rates of bridge elements is an important?ponent of any ridge

More information

Comparison Study of Connector and Tubing Blow-Off Line

Comparison Study of Connector and Tubing Blow-Off Line PROCEEDINGS Comparison Study of Connetor and Tubing Blow-Off Line Pressures Jerry D. Leaf, Charles Dyson, Robert Emerson UCLA Medial Center, Department of Surgery, Division of Thorai Surgery Abstrat The

More information

When a Woman Is the Boss

When a Woman Is the Boss SYMPOSIUM O WOME I MAAGEMET When a Woman Is the Boss DILEMMAS I TAKIG CHARGE CAROL WATSO Rutgers University, Graduate Shool of Management This study explored the possibility that enouraging women to behave

More information

architects and designers

architects and designers arhitets and designers bio data name : registered offie: hief arhitet: eduational qualifiations:.o.a registration no: aakruti arhitets & designers b-105, akruti sankul,.t.s.no.2011+2059, sadashiv peth,

More information

DUKE HUMAN RESOURCES DUKE TEMPORARY SERVICE EMPLOYEE HANDBOOK

DUKE HUMAN RESOURCES DUKE TEMPORARY SERVICE EMPLOYEE HANDBOOK DTS booklet opy:layout 1 4/12/13 2:36 PM Page 1 DUKE HUMAN RESOURCES DUKE TEMPORARY SERVICE EMPLOYEE HANDBOOK Duke Temporary Servie 705 Broad Street Durham, NC 27705 919-681-3132 (offie) 919-684-2736 (fax)

More information

WATER WITHIN LIGHTWEIGHT AGGREGATE CONCRETE AND ITS RELATION TO AUTOGENOUS SHRINKAGE

WATER WITHIN LIGHTWEIGHT AGGREGATE CONCRETE AND ITS RELATION TO AUTOGENOUS SHRINKAGE WATER WITHIN LIGHTWEIGHT AGGREGATE CONCRETE AND ITS RELATION TO AUTOGENOUS SHRINKAGE S.A. Kristiawan Department of Civil Eng.Sebelas Maret University, e-mail: sa_kristiawan@uns.a.id Senot Sangadji Department

More information

SIGNALLING GREEN TECHNOLOGY THROUGH PRICE AND ECO- LABEL

SIGNALLING GREEN TECHNOLOGY THROUGH PRICE AND ECO- LABEL Annals of the Constantin rânuşi University of Târgu Jiu, Eonomy Series, Issue 6/2013 SINALLIN REEN TECHNOLOY THROUH PRICE AND ECO- LAEL SLAĐANA PAVLINOVIĆ, PhD University of Split Faulty of Eonomis Cvite

More information

Brand Awareness and Price Dispersion in Electronic Markets

Brand Awareness and Price Dispersion in Electronic Markets Assoiation for Information Systems AIS Eletroni Library (AISeL) ICIS 00 Proeedings International Conferene on Information Systems (ICIS) Deember 00 Brand Awareness and Prie Dispersion in Eletroni Markets

More information

smart devices in people s daily lives. The ubiquitous sensors embedded in pervasive smart devices incessantly generate

smart devices in people s daily lives. The ubiquitous sensors embedded in pervasive smart devices incessantly generate 486 IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, VOL. 35, NO. 2, FEBRUARY 2017 Trading Data in the Crowd: Profit-Driven Data Aquisition for Mobile Crowdsensing Zhenzhe Zheng, Student Member, IEEE,

More information

J. A. Avila Institute of Engineering, National University of Mexico (UNAM), Mexico. Abstract. 1 Introduction

J. A. Avila Institute of Engineering, National University of Mexico (UNAM), Mexico. Abstract. 1 Introduction High Performane Strutures and Materials V 99 Prinipal results of the inelasti seismi performane of a 17-story RC building loated in the soft-soil area in Mexio City with normal-strength onrete and with

More information

PAKISTAN: TOWARDS A MANAGEABLE PSC APPROACH

PAKISTAN: TOWARDS A MANAGEABLE PSC APPROACH ( PAKISTAN: TOWARDS A MANAGEABLE PSC APPROACH Report and Reommendations by R.R.N. Tuluhungwa 3 Chief, PSC Servie, New York 1. Current Trends and Perspetives 1.1 Broadly the ountry PSC Servie falls into

More information

Food advertising during children s television in Canada and the UK

Food advertising during children s television in Canada and the UK 1 Institute of Health and Soiety, William Leeh Building, Newastle University, Newastle upon Tyne, UK; 2 Department of Family Relations and Applied Nutrition, University of Guelph, Guelph, Ontario, Canada;

More information

Unifying Agent Systems

Unifying Agent Systems Unifying Agent Systems Mar d nverno Cavendish Shool of Computer Siene University of Westminster ondon, W1M 8S, UK dinverm@wmin.a.u Mihael u Dept of Eletronis and Computer Siene University of Southampton

More information

MARKET STRUCTURE AND PRODUCTIVITY: A CONCRETE EXAMPLE. Chad Syverson. Working Paper 10501

MARKET STRUCTURE AND PRODUCTIVITY: A CONCRETE EXAMPLE. Chad Syverson. Working Paper 10501 MARKET STRUCTURE AND PRODUCTIVITY: A CONCRETE EXAMPLE Chad Syverson Working Paper 10501 NBER WORKING PAPER SERIES MARKET STRUCTURE AND PRODUCTIVITY: A CONCRETE EXAMPLE Chad Syverson Working Paper 10501

More information

Comparison of Large-Truck Travel Estimates from Three Data Sources

Comparison of Large-Truck Travel Estimates from Three Data Sources 5 TRANSPORTATION RESEARCH RECORD 147 Comparison of Large-Truk Travel Estimates from Three Data Soures DAWN L. MASSIE, KENNETH L. CAMPBELL, AND DANIEL F. BLOWER The number of miles traveled eah year by

More information

Imputing for Late Reporting in the U.S. Current Employment Statistics Survey

Imputing for Late Reporting in the U.S. Current Employment Statistics Survey Journal of Offiial Statistis, Vol. 23, No. 1, 2007, pp. 69 90 Imputing for Late Reporting in the U.S. Current Employment Statistis Survey Kennon R. Copeland 1 and Rihard Valliant 2 Surveys of eonomi onditions

More information