Unpaid Overtime for White-collar Workers

Size: px
Start display at page:

Download "Unpaid Overtime for White-collar Workers"

Transcription

1 Unpad Overtme for Whte-collar Workers Yoko Takahash Doctoral Student, Gakushun Unversty 1 Introducton It s sad that there are many workers who work wthout beng pad the legal allowance for overtme work n Japan. Ths s known as "unpad overtme". In the 1980s, Japan was sad to have longer workng hours than other countres. In partcular, t was thought that the phenomenon of unpad overtme was unque to Japan and that ths was one of the reasons behnd long workng hours n Japan. It wasn't untl a few years ago that unpad overtme hours started to be measured and t s thought that the actual stuaton was not fully understood n the 1980s. Even n other countres, studes measurng the amount of unpad overtme are more or less nonexstent. As far as I know, unpad overtme hours n Germany and the Unted Kngdom were measured n On the whole, the number of hours of unpad overtme for male workers was 2.36 hours n Germany and 7.8 hours n the Unted Kngdom. The average number of hours of unpad overtme worked by those who worked overtme, even f only occasonally, was 25.7 hours a month n Germany and 38.2 hours a month n the Unted Kngdom. Accordng to a study carred out by the Japanese Trade Unon Confederaton - Research Insttute for Advancement of Lvng Standards (RENGO-RIALS) n June 2002, the average number of hours of unpad overtme worked per month for men and women combned was 8.7 hours. The monthly average amongst those who had worked unpad overtme for at least one hour was 29.6 hours 1. As the studes n Germany and the Unted Kngdom were carred out over a perod of ten years and the workers subject to the studes were dfferent, a comparson between the levels of unpad overtme s not possble. Nevertheless, t s safe to say that unpad overtme exsts n all three countres, thus makng t mpossble to say that ths s a phenomenon exclusve to Japan. As mentoned above, only a few attempts have so far been made to examne unpad overtme not only n Japan, but also n other countres as well. The purpose of ths paper s to nvestgate the actual stuaton of unpad 1 Research on Dversfcaton of Workng Style and Workng Hours conducted by RENGO-RIALS (Research Insttute for Advancement of Lvng Standard) 41

2 overtme. 2 Background of ncreasng unpad overtme n Japan The number of hours of unpad overtme n Japan has ncreased n recent years. Fgure 1 shows shfts n the estmated number of workng hours n Japan. At the start of the 1990s, polces to reduce the number of workng hours (ncludng revsons to the Labor Standards Law desgned to lead the way towards shorter workng hours) proved effectve, and the total number of workng hours decreased substantally n comparson to fgures n the 1980s. However, snce the latter half of the 1990s, unpad overtme has contnued to ncrease, drvng the total number of workng hours ever upwards. In lne wth ncreases n unpad overtme n Japan, the authortes stepped up measures to rectfy the stuaton durng the perod from the late 1990s nto the new century. In Aprl 2001, the Mnstry of Health, Labor and Welfare ssued recommendatons for the rectfcaton of the stuaton regardng unpad overtme, and the resultng extra wages pad out by companes ordered to make correctve payments va the Labor Standards Inspecton Offce totaled 8.14 bllon yen (70.7 mllon dollars) over the course of the next year and a half up to September Fgure1: Estmated total number of workng hours and unpad overtme hours per month (non-agrcultural/combned male and female totals) Total workng hous per month (hours) Unpad overtme hous per month(hours) Source: Labour Force Survey and Survey on Wage Structure 42

3 Unpad overtme for whte-collar workers Correctve measures such as these were mplemented based on the dea of companes not payng workers suffcently n lne wth the amount of overtme hours declared. Accordng to a survey that asked workers ther reasons for dong unpad overtme, a large number of workers responded to the effect that "Even f I request to be pad, I won't get anythng due to budgetary restrctons" ndcatng that companes force employees to work unpad overtme. At tmes when there s excessve supply n the labor market, companes try to sft through the large number of job seekers and employ people who can work harder for lower pay. At tmes lke these, workers are prone to put up wth workng overtme for no wages n order to gan employment or ensure that they retan ther job. However, not all unpad overtme, whch ncreased n the latter half of the 1990s, needs to be rectfed. In fact, there are cases where companes are actually payng wages for so-called unpad overtme. In the followng sectons, ths paper verfes that amongst whte-collar workers at large enterprses n the same category n terms of age, sex, qualfcatons and occupaton, the overall yearly salares of workers who work unpad overtme are hgher than those of workers who do not. The reason for ths s thought to be that, although companes do not formally pay wages drectly based on the number of overtme hours worked, n practce, hours put n are reflected n payments such as bonuses. The reason behnd why companes stopped payng wages drectly based on hours of overtme worked s related to personnel management systems that were popular amongst large enterprses n the latter half of the 1990s. One of these s the performance-based system of personnel management whereby employees are pad n accordance wth ther results. Ths system s a reflecton of the downturn n company performance n the 1990s and started to gan popularty as part of a movement to reassess the payment of wages n accordance wth labor nput. Another system, whch s n the process of beng ntroduced, s the Dscretonary Labor System whereby as the quantty of advanced, specalzed work assgned to employees has ncreased, all aspects of work - from methods of executon to tme allocaton - s left to the workers themselves. Wth specalzed, advanced work, t s dffcult to predct the number of workng hours that wll be requred to reach completon. In cases where t s not possble to estmate the necessary number of workng hours, under systems whereby workers receve a salary n return for the hours they 43

4 have worked, they try to boost ther wages by workng longer hours. Therefore, for more advanced, specalzed work, rather than payng wages accordng to hours worked t makes more sense to pay wages based on the evaluaton of fnal output. Both systems place greater emphass on the performance of workers to whom they are appled and weaken the relatonshp between workng hours and wages. It s thought that the percentage of compensated unpad overtme such as ths ncreased n the 1990s. If the reason for the ncrease n unpad overtme s sad to be owng to an ncrease n the tradtonal type of uncompensated unpad overtme, t s expected that unpad overtme would have ncreased at smalland medum-scale companes. Small and medum scale busnesses suffered a sgnfcant deteroraton n performance n the 1990s and t s possble that companes dd not pay workers for the number of overtme hours they declared because of cutbacks n funds to cover wages. Fgure 2 shows shfts n the number of unpad overtme hours put n by male workers accordng to dfferences n the scale of companes. The bgger the scale of the company the greater the number of unpad overtme hours worked per month. The average number of hours for the 1990s was 32.5 hours for large-scale companes wth 1000 or more employees, 29.3 hours for medum-scale companes wth between 100 and 999 employees, and 26.3 hours for small companes wth less than 100 employees. The number of unpad overtme hours at large companes also ncreased sgnfcantly durng the perod from the end of 1990 to the start of the year The number of unpad overtme hours at large companes n 2002 was 42.7 hours, an ncrease of 10.3 hours n comparson to the average for the 1990s and roughly double the total for small- to medum-scale companes. Thus, t s large companes that exhbt more rapd ncreases n the number of unpad overtme hours. The ncrease n unpad overtme at large enterprses can only be explaned as nothng more than unpad work. Factorng n the ncreased popularty of new personnel systems that gve rse to compensated unpad overtme amongst large-scale companes, there s a strong possblty that workers actually receve wages n return for so-called unpad overtme. 44

5 Unpad overtme for whte-collar workers (hours) Fgure 2: Number of unpad overtme hours per month accordng to scale of frm (non-agrcultural/male workers) Source: Labour Force Survey and Basc Survey of Wage Structure 3 Compensated unpad overtme 3-1 Prevous works Only a few economc leadng studes about determnants of unpad overtme do not regard unpad overtme as smply nonpayment of labor. Rather, these studes thnk that unpad overtme s pad for, and workers do t from ther own motvaton and of ther own accord. Pennenberg s (2002) study ndcates that over a 10-year perod, workers wth unpad overtme experence on average a 2 percent ncrease n real labor earnngs usng panel data n West Germany 2. He fnds supportve evdence for the nvestment character of unpad overtme. Mtan (1997) ponted out that the probablty of dong unpad overtme s hgh when the evaluaton element s performance as opposed to the number of hours worked. In other words, unpad overtme s undertaken n the belef that ther efforts wll be recompensed by future promoton accompaned by hgher wages, although there s no mmedate compensaton. In ths way, the reason why frms compensate for unpad overtme later s 2 He uses longtudnal mcro data from the German Soco Economc panel Study (GSOEP) for the years 1988 to

6 to provde an effort ncentve. Ohash (1989) looked at how frms pay bonuses to compensate employees for the ntensty of work experenced snce the last payment. If we read labor ntensty to mean unpad overtme, future payment for unpad overtme can be consdered as a means to encourage work effort. Although Mtan (1997) hghlghted the relatonshp between the evaluaton system and unpad overtme, he doesn t verfy that unpad overtme s actually recompensed. If the wages of workers who engage n unpad overtme s lower than that of workers who do not, the frm smply ntroduces a new salary system and ams to reduce costs through wage controls. Therefore, ths paper confrms as follows that the wage of workers dong unpad overtme s hgher. 3-2 Implct contract Based on ths hypothess, we wll demonstrate that the more workers do unpad overtme, the hgher the reward they wll receve. Workers wll make a choce between two types of job. One s a job that requres unpad overtme because the content of the work s varable, although the rewards are hgh. The other s a job that does not requre unpad overtme because the content of the work s fxed, although the rewards are low. Ths s an mplct contract concernng unpad overtme and rewards that are agreed on between labor and management. Ths contract s updated whenever frms offer a new job to workers. For example, n the case of an ntervew wth the boss for the purpose of goal settng for the current term under the management-by-objectves system, ths s a half-yearly or yearly event to decde the work method for a certan perod. The reason why frms offer such a contract s that some jobs are dffcult and complex. In the case of specalzed and advanced jobs, t s hard for frms to predct the labor nput requred to complete them. When a frm cannot accurately assess the labor nput requrement, a worker pad on an hourly bass wll prolong workng hours more than requred n order to rase ther reward. In ths way, a performance-based wage s more approprate for compensaton for specalzed and advanced jobs than an hourly wage. In addton, a frm must set hgher rewards to ensure premum payment for workng uncertan hours. Furthermore, under the performance-based salary, t becomes rrelevant for workers to report ther own workng hours to the frm, as workng hours are not the crtera used for evaluaton. Therefore, ths leads to the phenomenon 46

7 Unpad overtme for whte-collar workers where workers underreport ther workng hours. However, a worker recognzes these extra workng hours as unpad overtme because an extra pay s not drectly receved for overtme hours. Then what choce do workers have when t comes to selectng a job n whch the rewards are hgh but unpad overtme s requred? We shall begn by consderng a frm whch employs n workers. It s assumed that the job performance of ndvdual workers s equal, but they have dfferent levels of lesure preference. For now, let us assume that the lesure preference of worker ( = 1, n) s θ ( 0 θ 1), thus we wrte θ > θ > L > θ. The 1 2 n worker whose lesure preference s hgh s able to obtan a hgh level of utlty from ther lesure tme, when endowment hours was dstrbuted as workng hours and spare tme. On the other hand, the worker whose lesure preference s low gans consderable utlty from compensaton of labor,.e. lesure preference s a varable to express whether the worker s a famly-orented person who prefers to spend a lot of tme wth ther famly, or a work-orented person who places greater mportance on ther job. As a famly-orented worker feels dstressed when workng hours become longer, t becomes necessary to pay greater rewards for margnal labor. When worker selects the degree of dffculty of work T ( T ) 0, then they wll receve salary W. Also, we assume that workers have a prce attached to ther labor, and ths prce depends on the degree of dffculty of work as chosen by themselves and ther lesure preference θ. The unpad overtme S of worker depends on the degree of dffculty of the work T, so t s wrtten as S ( T ). Furthermore, we surmse that ths unpad overtme functon S ( T ) has the followng characterstcs: ' '' assumpton 1 () S ( ) > 0, () S ( ) > 0, () S ( 0) = 0 T () Longer workng hours are necessary n order to adequately complete more dffcult work. () As the work becomes more dffcult and complex, the margnal unpad overtme hours contnue to ncrease. () A job wth the lowest degree of dffculty T = 0 does not requre unpad overtme. In other words, t means that the job s able to be adequately completed durng basc workng hours. The worker has the followng utlty functon: T 47

8 U = u ( W C( S( T ), θ )) C( S( T ), θ ) represents a workers cost functon for dong unpad overtme, and has the followng propertes:. Assumpton 2 () C > 0, () C > 0, () C > 0, (v) C > 0 S SS ()The more the workers do unpad overtme, the larger the labor cost wll become. ()The more the workers do unpad overtme, the larger the margnal labor cost wll become. Also, workers labor cost depends on ther lesure preference. ()The hgher the level of lesure preference that workers have, the larger the labor cost wll become, (v)thus, as unpad overtme ncreases, the margnal cost also ncreases. In addton, a frm receves profts π ( T ), and π > 0, π < 0. A worker does not need to receve rewards that exceed the proft that s obtaned by completng hs job. The utlty maxmzaton problem s expressed as follow. θ Sθ maxu T = u( W C( S( T ), θ )) s. t. π ( T ) W 0 The frst-order condton for maxmum utlty reveals that the worker whose lesure preference s low wll choose more dffcult work, and the wage of workers who do unpad overtme s hgh. dt < 0 dθ dw > 0 ds 4 Emprcal Method Based on a prevous hypothess, ths secton demonstrates that whte-collar workers n a large enterprse wth a low lesure preference do unpad overtme, and as a result ther rewards ncrease. The data s taken from Survey of Whte-collar Employees. Ths survey was conducted by RENGO-RIALS n 1993 for whte-collar employees n fve sgnfcantly large frms. These fve frms are automotve, electroncs, chemcal 48

9 Unpad overtme for whte-collar workers and electrc power companes, and a department store. The employees surveyed ncluded both those who had been promoted and those who had not - ncludng the secton head, department head and drectors but excludng top executves. The number of questonnares dstrbuted was 2,100, and the response rate was an mpressve 86.5 %. Thus, the total number of completed questonnares was 1,816. Summary statstcs are reported n Table 2. Frst, we use a probt model n order to nvestgate the decson makng of unpad overtme. Unpad overtme u s determned by the followng formula: * u = a + bθ + u u = 1 f u * > 0, 0 otherwse In the survey, respondents were asked, "When you are busy, do you do so-called unpad overtme or job spll?" The dependent varable s the dummy Table.1: Varables defnton lst Explaned varables Unpad overtme dummy =1 f the respondent answered postvely to the queston "When you are busy,do you do so-called unpad overtme or job spll?" = 0 otherwse Wage Salary (Bonus ncluded) Explanatory varables Lesure Preference =1 f the respondent answered postvely to the queston "Do you use all your pad days off?" = 0 otherwse Job Change dummy = 1 f the respondent has an experence of changng ther job. = 0 otherwse = 1 f the respondent s n a poston equal to or hgher than Post dummy the chef executve. = 0 otherwse Male dummy = 1 f the respondent s male = 0 otherwse Educaton hgh school, junor college,unversty graduate Age Age Age 2 /100 Workng Hours Generated from Basc Survey of Wage Census 1993 Frm dummy Occupaton Automotve frm A, Electroncs frmb, Chemcal frm C, Department storee FrmD=1 Clerk, Sales, Dstrbuton, R&D, Producton, Others Producton=1 49

10 varable, whch equals 1 f workers engage n unpad overtme and 0 f otherwse. Among 1,816 workers (ncludng 44 workers who dd not answer the queston), 1281 workers do unpad overtme, 490 workers do not. The lesure preference varable s used as the ndependent varable. Ogura (2000) verfes that a worker who has a hgh lesure preference takes annual pad leave more often, even f t s controlled for factors such as sex, age, occupaton, ndustry. Therefore, we use a worker s stuaton of takng pad leave as a proxy varable of the worker s lesure preference. To be concrete, f the respondent answered postvely to the queston n the survey Do you use all your pad days off? they are assumed to have a hgh lesure preference, otherwse they are assumed to have a low lesure preference. Table2: Summary statstcs Varable No. of Observatons Mean Standard Devaton Unpad overtme Salary Lesure Preference Job change Post Sex Educaton Hgh school Junor college Unversty Age Age Age Workng hours Standard hours Overtme hours Overtme hours Frm Frm A Frm B Frm C Frm D Frm E Occupaton Clerk Sales Dstrbuton R&D Producton Others

11 Unpad overtme for whte-collar workers Next, we shall proceed to an analyss of the relatonshp between unpad overtme and workers salares. On the bass of the theory presented so far, the followng remuneraton functon s estmated usng ordnary least squares and the generalzed method of moments. The logarthm of workers yearly salary s used as the dependent varable. The ndependent varable s the unpad overtme dummy u, whch s used n the unpad overtme formula as a dependent varable. ln W = α + βu + γover + ε 5 Emprcal Result Frst, we estmated the relatonshp between unpad overtme and lesure preference (See Table3). A coeffcent of the lesure preference varable s negatve as expected, and statstcally sgnfcant. Ths suggests that workers wth a hgh lesure preference do not do unpad overtme. Next, Table 4 shows the estmaton result of the effects on a worker s annual salary. The frst and second column shows the results usng OLS. The coeffcent of unpad overtme s not statstcally sgnfcant and ths suggests that unpad overtme does not affect the salary when other factors are controlled. Estmaton results usng GMM are shown n the thrd column, the coeffcent of unpad overtme s statstcally sgnfcant. Accordng to the result, workers who do unpad overtme have salares 9.4 % hgher than other workers ( e = ). In addton, the valdty of the estmaton model of GMM s supported by J-statstcs. Bascally, ths ndcates that workers wth a low lesure preference do unpad overtme and as a result the salary of such workers s hgh. Ths result s consstent wth the mplct contract hypothess that was presented n a prevous secton. 6 Concluson Ths paper s calculatons verfed that whte-collar workers at large enterprses wth low lesure preferences do unpad overtme and the overall yearly salares of workers who work unpad overtme are hgher than those of workers who do not. Ths result s consstent wth the mplct contract hypothess, that s, workers decde whether they do unpad overtme accordng 51

12 Table3: Unpad overtme and Lesure preference Dependent varable= Unpad overtme dummy (1) (2) Coeffcent Margnal effects Coeffcent Margnal effects Pad leave dummy (6.36) (-6.30) Post (-0.24) (-0.41) Sex (1.74) (1.67) Workng hours Overtme hours (-0.27) Occupatons Clerk (-1.86) (-1.86) Sales (3.55) (3.38) Dstrbuton (-0.73) (-0.73) R&D (0.61) (0.63) Others (-1.12) (-1.13) Constant (3.91) (3.43) Pseudo R No. of observatons Lob lkelhood Note:Data s Survey of Whte-collar Employees Numbers n parentheses are t-statstcs. to ther lesure preference and company pays hgher wages to workers who do unpad overtme. A part of ths unpad overtme s nterpreted as a result of the ex-ante contract among the labor and management, rather than explotaton by a company. Of course, there wll be an objecton to ths regardng the explanaton of unpad overtme that ncreased rapdly n the latter half of 90's only for the reason mentoned above. The data used n ths paper was collected n 1993, so the crcumstances may be not same. Snce the end of 2002, Rengo or the Mnstry of Health, Labor and Welfare have contnued wth surveys about unpad overtme, and an analyss usng ths data s expected n the near future. Fnally, we would lke to reterate the fact that we do not fully agree wth 52

13 Unpad overtme for whte-collar workers exstng systems of unpad overtme. In fact, n cases where a pror agreement between labor and management wth regard to approprate payment n return for hours worked, ncludng unpad overtme, s clearly lackng, some knd of admnstratve nvolvement s essental. To enable agreements between labor and management regardng workng hours and payment to be formed easly, matters such as establshng legal procedures for nformaton dsclosure at the tme when employment contracts are sgned are lkely to become mportant polcy ssues n the future. References Bell, D. N. F., Gaj, A., Hart, R. A., Hübler, O. and W. Schwerdt. Unpad Work n the Workplace. A Comparson of Germany and the UK, Anglo-German Foundaton for the Study of Industral Socety, London, Mtan Naok. Work ncentve for whte-collar workers: wage and promoton Who Runs Japanese Busness? Chapter 6. Edward Elgar Publshng lmted, Ogura, Kazuya. Analyss of Pad Annual Leave, The studes of the Japan Insttute of Labour, The Japan Insttute of Labour, No.20. pp.19-56, Ohash, Isao. On the Determnants of Bonuses and Basc Wages n Large Japanese Frms, Journal of the Japanese and Internatonal Economy, Vol.3, No.4, pp , Pannenberg, M. Long-Term Effects of Unpad Overtme: Evdence for West Germany, IZA Dscusson Paper No.614,

14 Table4: Estmaton of Unpad overtme and Wage Dependent varable=salary OLS (1) OLS (2) GMM coeffcents coeffcents coeffcents Unpad overtme (0.13) (0.07) (2.26) Job change (-4.46) (-4.50) (-4.56) Post (5.57) (5.66) (6.51) Sex (9.08) (9.24) (7.41) Workng hours Standard hours (2.84) (2.80) (2.38) Overtme (1.70) (1.59) (2.02) Overtme (-3.76) (-3.66) (-3.97) Age Age (20.94) (21.16) (18.58) Age (-13.73) (-13.91) (-12.89) Educaton Hgh school (-6.24) (-6.35) (-4.96) Junor college (-0.75) (-0.69) (-0.70) Frm FrmA (-4.95) (-5.15) (-5.63) FrmB (-8.51) (-8.46) (-8.14) FrmC (-6.36) (-6.42) (-5.89) FrmE (-4.73) (-4.77) (-4.41) Occupaton Clerk (0.53) Sales (-0.36) Dstrbuton (-1.37) R&D (1.24) Others (-0.76) Constant (3.69) (3.71) (3.68) No. of observatons Pseudo R J Statstcs p-value Note:Data s Survey of Whte-collar Employees Instrumental Varables are pad leave dummy, occupaton dummy and constant. Numbers n parentheses are t-statstcs. 54

Volume 30, Issue 4. Who likes circus animals?

Volume 30, Issue 4. Who likes circus animals? Volume 30, Issue 4 Who lkes crcus anmals? Roberto Zanola Unversty of Eastern Pedmont Abstract Usng a sample based on 268 questonnares submtted to people attendng the Acquatco Bellucc crcus, Italy, ths

More information

WISE 2004 Extended Abstract

WISE 2004 Extended Abstract WISE 2004 Extended Abstract Does the Internet Complement Other Marketng Channels? Evdence from a Large Scale Feld Experment Erc Anderson Kellogg School of Management, Northwestern Unversty Erk Brynjolfsson

More information

A Two-Echelon Inventory Model for Single-Vender and Multi-Buyer System Through Common Replenishment Epochs

A Two-Echelon Inventory Model for Single-Vender and Multi-Buyer System Through Common Replenishment Epochs A Two-Echelon Inventory Model for Sngle-Vender and Mult-Buyer System Through Common Replenshment Epochs Wen-Jen Chang and Chh-Hung Tsa Instructor Assocate Professor Department of Industral Engneerng and

More information

International Trade and California Employment: Some Statistical Tests

International Trade and California Employment: Some Statistical Tests Internatonal Trade and Calforna Employment: Some Statstcal Tests Professor Dwght M. Jaffee Fsher Center for Real Estate and Urban Economcs Haas School of Busness Unversty of Calforna Berkeley CA 94720-1900

More information

1 Basic concepts for quantitative policy analysis

1 Basic concepts for quantitative policy analysis 1 Basc concepts for quanttatve polcy analyss 1.1. Introducton The purpose of ths Chapter s the ntroducton of basc concepts of quanttatve polcy analyss. They represent the components of the framework adopted

More information

An Empirical Study about the Marketization Degree of Labor Market from the Perspective of Wage Determination Mechanism

An Empirical Study about the Marketization Degree of Labor Market from the Perspective of Wage Determination Mechanism An Emprcal Study about the Marketzaton Degree of Labor Market from the Perspectve of Wage Determnaton Mechansm Qushuo He Shenzhen Insttute of Informaton Technology, Shenzhen 51809, Chna heqs@szt.com.cn

More information

Volume 29, Issue 2. How do firms interpret a job loss? Evidence from the National Longitudinal Survey of Youth

Volume 29, Issue 2. How do firms interpret a job loss? Evidence from the National Longitudinal Survey of Youth Volume 29, Issue 2 How do frms nterpret a job loss? Evdence from the Natonal Longtudnal Survey of Youth Stephen M. Kosovch Stephen F. Austn State Unversty Abstract Emprcal studes n the job dsplacement

More information

To manage leave, meeting institutional requirements and treating individual staff members fairly and consistently.

To manage leave, meeting institutional requirements and treating individual staff members fairly and consistently. Corporate Polces & Procedures People and Development - Document CPP216 Leave Management Frst Produced: Current Verson: Past Revsons: Revew Cycle: Apples From: 09/09/09 07/02/17 09/09/09, 26/10/12 3 years

More information

Overeducation in Cyprus

Overeducation in Cyprus Overeducaton n Cyprus Andr Kyrz The Unversty of Lecester Department of Economcs Abstract In ths paper we nvestgate the effects of excessve and lmted schoolng on the ndvduals earnngs n Cyprus. Ths mportant

More information

Appendix 6.1 The least-cost theorem and pollution control

Appendix 6.1 The least-cost theorem and pollution control Appendx 6.1 The least-cost theorem and polluton control nstruments Ths appendx s structured as follows. In Part 1, we defne the notaton used and set the scene for what follows. Then n Part 2 we derve a

More information

Optimal Issuing Policies for Substitutable Fresh Agricultural Products under Equal Ordering Policy

Optimal Issuing Policies for Substitutable Fresh Agricultural Products under Equal Ordering Policy 06 Internatonal Academc Conference on Human Socety and Culture (HSC 06) ISBN: 978--60595-38-6 Optmal Issung Polces for Substtutable Fresh Agrcultural Products under Eual Orderng Polcy Qao- TENG,a, and

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

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

Do not turn over until you are told to do so by the Invigilator.

Do not turn over until you are told to do so by the Invigilator. UNIVERSITY OF EAST ANGLIA School of Economcs Man Seres PG Examnaton 016-17 FINANCIAL ECONOMETRICS ECO-7009A Tme allowed: HOURS Answer ALL FOUR questons. Queston 1 carres a weght of 5%; queston carres 0%;

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

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

A Group Decision Making Method for Determining the Importance of Customer Needs Based on Customer- Oriented Approach

A Group Decision Making Method for Determining the Importance of Customer Needs Based on Customer- Oriented Approach Proceedngs of the 010 Internatonal Conference on Industral Engneerng and Operatons Management Dhaka, Bangladesh, January 9 10, 010 A Group Decson Makng Method for Determnng the Importance of Customer Needs

More information

Extended Abstract for WISE 2005: Workshop on Information Systems and Economics

Extended Abstract for WISE 2005: Workshop on Information Systems and Economics Extended Abstract for WISE 5: Workshop on Informaton Systems and Economcs How Many Bundles?:An Analyss on Customzed Bundlng of Informaton Goods wth Multple Consumer Types Wendy HUI Ph.D. Canddate Department

More information

Biomass Energy Use, Price Changes and Imperfect Labor Market in Rural China: An Agricultural Household Model-Based Analysis.

Biomass Energy Use, Price Changes and Imperfect Labor Market in Rural China: An Agricultural Household Model-Based Analysis. Bomass Energy Use, Prce Changes and Imperfect Labor Market n Rural Chna: An Agrcultural Household Model-Based Analyss by Qu Chen Junor Researcher Department of Economc and Technologcal Change Center for

More information

The Role of Price Floor in a Differentiated Product Retail Market

The Role of Price Floor in a Differentiated Product Retail Market Economc Analyss & Polcy, Vol. 40 No. 3, DECEMBER 2010 The Role of Prce Floor n a Dfferentated Product Retal Market Barna Bakó 1 Faculty of Economcs, Corvnus Unversty of Budapest Fovám tér 8, Budapest,

More information

Prediction algorithm for users Retweet Times

Prediction algorithm for users Retweet Times , pp.9-3 http://dx.do.org/0.457/astl.05.83.03 Predcton algorthm for users Retweet Tmes Hahao Yu, Xu Feng Ba,ChengZhe Huang, Haolang Q Helongang Insttute of Technology, Harbn, Chna Abstract. In vew of the

More information

Impact of public research on industrial innovation

Impact of public research on industrial innovation 211 Internatonal Conference on Economcs and Fnance Research IPEDR vol.4 (211) (211) IACSIT Press, Sngapore Impact of publc research on ndustral nnovaton An emprcal analyss focused on pharmaceutcal ndustry

More information

Spatial difference of regional carbon emissions in China

Spatial difference of regional carbon emissions in China Avalable onlne www.jocpr.com Journal of Chemcal and Pharmaceutcal Research, 2014, 6(7): 2741-2745 Research Artcle ISSN : 0975-7384 CODEN(USA) : JCPRC5 Spatal dfference of regonal carbon emssons n Chna

More information

Wage growth and bargaining in the minimum wage era

Wage growth and bargaining in the minimum wage era Wage growth and barganng n the mnmum wage era Kerry L. Papps * Lttle s known about the long-term effects of mnmum wages on workers. As demonstrated n ths paper, a mnmum wage should have a negatve effect

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

Trade Policies for Intermediate Goods under International Interdependence

Trade Policies for Intermediate Goods under International Interdependence Journal of Economcs and Management, 06, Vol., No., 7-49 Trade Polces for Intermedate Goods under Internatonal Interdependence Chun-Hung Chen * Department of Accountng, Chaoyang Unversty of Technology,

More information

Experiments with Protocols for Service Negotiation

Experiments with Protocols for Service Negotiation PROCEEDINGS OF THE WORKSHOP ON APPLICATIONS OF SOFTWARE AGENTS ISBN 978-86-7031-188-6, pp. 25-31, 2011 Experments wth Protocols for Servce Negotaton Costn Bădcă and Mhnea Scafeş Unversty of Craova, Software

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 Longer Tail?: Estimating The Shape of Amazon s Sales Distribution Curve in Erik Brynjolfsson, Yu (Jeffrey) Hu, Michael D.

A Longer Tail?: Estimating The Shape of Amazon s Sales Distribution Curve in Erik Brynjolfsson, Yu (Jeffrey) Hu, Michael D. A Longer Tal?: Estmatng The Shape of Amazon s Sales Dstrbuton Curve n 2008 1. Introducton Erk Brynjolfsson, Yu (Jeffrey) Hu, Mchael D. Smth The term The Long Tal was coned by Wred s Chrs Anderson (Anderson

More information

Sources of information

Sources of information MARKETING RESEARCH FACULTY OF ENGINEERING MANAGEMENT Ph.D., Eng. Joanna Majchrzak Department of Marketng and Economc Engneerng Mal: joanna.majchrzak@put.poznan.pl Meetngs: Monday 9:45 11:15 Thursday 15:10

More information

The Allocation of Time and Goods: Three Essays on American Household Shopping Behavior

The Allocation of Time and Goods: Three Essays on American Household Shopping Behavior Western Mchgan Unversty ScholarWorks at WMU Dssertatons Graduate College 12-2010 The Allocaton of Tme and Goods: Three Essays on Amercan Household Shoppng Behavor Jng Ca Western Mchgan Unversty Follow

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

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

Market Dynamics and Productivity in Japanese Retail Industry in the late 1990s

Market Dynamics and Productivity in Japanese Retail Industry in the late 1990s Market Dynamcs and Productvty n Japanese Retal Industry n the late 1990s Toshyuk Matsuura, Research Insttute of Economy, Trade and Industry Kazuyuk Motohash, Unversty of Tokyo & Research Insttute of Economy,

More information

Consumption capability analysis for Micro-blog users based on data mining

Consumption capability analysis for Micro-blog users based on data mining Consumpton capablty analyss for Mcro-blog users based on data mnng ABSTRACT Yue Sun Bejng Unversty of Posts and Telecommuncaton Bejng, Chna Emal: sunmoon5723@gmal.com Data mnng s an effectve method of

More information

Economic and Social Research Institute Cabinet Office Tokyo, Japan

Economic and Social Research Institute Cabinet Office Tokyo, Japan ESRI Dscusson Paper Seres No.34 Nonproft Wage Premums n Japan s Chld Care Market: Evdence from Employer-Employee Matched Data by Haruko Noguch, Satosh Shmzutan, and Wataru Suzuk May 003 Economc and Socal

More information

Uniform Standard or Emissions Trading? Efficient coverage of installations in a GHG Emission Trading Scheme

Uniform Standard or Emissions Trading? Efficient coverage of installations in a GHG Emission Trading Scheme Unform Standard or Emssons Tradng? Effcent coverage of nstallatons n a GHG Emsson Tradng Scheme Authors: Regna Betz (UNSW) Todd Sanderson, Tho Ancev (Unversty of Sydney) EAERE 2009, 26th of June 2009,

More information

Development and production of an Aggregated SPPI. Final Technical Implementation Report

Development and production of an Aggregated SPPI. Final Technical Implementation Report Development and producton of an Aggregated SPP Fnal Techncal mplementaton Report Marcus Frdén, Ulf Johansson, Thomas Olsson Servces Producer Prce ndces, Prce Statstcs Unt, Statstcs Sweden 2010 ntroducton

More information

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

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

More information

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

Construction of Control Chart Based on Six Sigma Initiatives for Regression

Construction of Control Chart Based on Six Sigma Initiatives for Regression 2018 IJSRST Volume 4 Issue 2 Prnt ISSN: 2395-6011 Onlne ISSN: 2395-602X Themed Secton: Scence and Technology Constructon of Control Chart Based on Sx Sgma Intatves for Regresson ABSTRACT R. Radhakrshnan

More information

EUROPEAN CONGRESS OF THE REGIONAL SCIENCE ASSOCIATION VOLOS- 2006

EUROPEAN CONGRESS OF THE REGIONAL SCIENCE ASSOCIATION VOLOS- 2006 EUROPEAN CONGRESS OF THE REGIONAL SCIENCE ASSOCIATION VOLOS- 2006 Ttle: Economes of Scale and Spatal Scope n the European Arlne Industry Ref. 905 Authors Manuel Romero-Hernández Unv. De Las Palmas de Gran

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

Problem Set 4 Outline of Answers

Problem Set 4 Outline of Answers Advanced Internatonal Trade Prof. A. Waldkrch EC 378 Fall 2006 Problem Set 4 Outlne of Answers 1. a) Dscuss the meanng and mportance of the eontef paradox. eontef found that US mport substtutes were more

More information

CONSUMER PRICE INDEX METHODOLOGY (Updated February 2018)

CONSUMER PRICE INDEX METHODOLOGY (Updated February 2018) CONSUMER PRCE NDEX METHODOLOGY (Updated February 208). Purpose, nature and use The purpose s to obtan country representatve data for the prces of goods and servces and to compute overall and group ndces

More information

Do Remittances Alter Labor Market Participation? A Study of Albania

Do Remittances Alter Labor Market Participation? A Study of Albania MPRA Munch Personal RePEc Archve Do Remttances Alter Labor Market Partcpaton? A Study of Albana Ermra Hoxha Kalaj Unversty of Trento 2009 Onlne at http://mpra.ub.un-muenchen.de/48271/ MPRA Paper No. 48271,

More information

Chinese Economic Reform and Labor Market Efficiency

Chinese Economic Reform and Labor Market Efficiency Chnese Economc Reform and Labor Market Effcency John A. Bshop* Department of Economcs East Carolna Unversty Greenvlle, NC 27858 Emal: bshopj@ecu.edu Phone: 252 328 6756 Fax: 252 328 6743 Andrew Grodner

More information

Influence of Selected Variables on the Price of Petroleum Products in the Republic of Croatia

Influence of Selected Variables on the Price of Petroleum Products in the Republic of Croatia Economy Transdscplnarty Cognton www.ugb.ro/etc Volume 6, Issue 2/203 24-30 Influence of Selected Varables on the Prce of Petroleum Products n the Republc of Croata Ton MILUN, Marna HORVATOVIĆ, Ivona POSARIĆ

More information

Job Mobility and Measurement Error

Job Mobility and Measurement Error Job Moblty and Measurement Error by Adele Bergn A thess submtted n fulflment of the requrements for the degree of Ph.D. In the Department of Economcs, Fnance and Accountng, Natonal Unversty of Ireland,

More information

Innovation in Portugal:

Innovation in Portugal: Innovaton n Portugal: What can we learn from the CIS III? Innovaton and Productvty Pedro Moras Martns de Fara pedro.fara@dem.st.utl.pt Globelcs Academy 2005 25 May 2005 Introducton The study of the relatonshp

More information

Documento de Trabajo No. 01/00 Marzo Wage Differentials Between the Formal and the Informal Sector in Urban Bolivia.

Documento de Trabajo No. 01/00 Marzo Wage Differentials Between the Formal and the Informal Sector in Urban Bolivia. Documento de Trabajo No. 01/00 Marzo 2000 Wage Dfferentals Between the Formal and the Informal Sector n Urban Bolva por Trne Monsted Wage Dfferentals Between the Formal and the Informal Sector n Urban

More information

A DUOPOLY MODEL OF FIXED COST CHOICE. Charles E. Hegji*

A DUOPOLY MODEL OF FIXED COST CHOICE. Charles E. Hegji* 004 DUOPOY MODE O IXED OST HOIE harles E Hegj* INTRODUTION omparson of frms n ournot and Stackelberg eulbrum s a subject that has receved much attenton unversally mposed assumpton n most dscussons of the

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

The Effect of Outsourcing on the Change of Wage Share

The Effect of Outsourcing on the Change of Wage Share Clemson Unversty TgerPrnts All Theses Theses 12-2017 The Effect of Outsourcng on the Change of Wage Share Tanq L Clemson Unversty Follow ths and addtonal works at: https://tgerprnts.clemson.edu/all_theses

More information

EVALUATION METHODOLOGY OF BUS RAPID TRANSIT (BRT) OPERATION

EVALUATION METHODOLOGY OF BUS RAPID TRANSIT (BRT) OPERATION 200-203 JATIT & LL. All rghts reserved. IN: 992-864 www.att.org E-IN: 87-39 EVALUATION METHODOLOGY OF BU RAPID TRANIT (BRT) OPERATION WU HONGYANG A a Chna Urban ustanable Transport Research Center (CUTReC),

More information

Household Budget and Calorie Consume of Livestock Products: Evidence from Indonesia SUMMARY

Household Budget and Calorie Consume of Livestock Products: Evidence from Indonesia SUMMARY Household Budget and Calore Consume of Lvestock Products: Evdence from Indonesa M.A.U. Muzayyanah 1, S.Nurtn 1 & S.P. Syahlan 1 1 Departement of Soco-Economcs, Faculty of Anmal Scence, Gadjah Mada Unversty,

More information

The distribution and determination of pay schemes among firms and occupational groups evidence from Denmark

The distribution and determination of pay schemes among firms and occupational groups evidence from Denmark The dstrbuton and determnaton of pay schemes among frms and occupatonal groups evdence from Denmark Presentng author:assocate Professor, Ph.D. Joergen Stamhus Addtonal author: Professor Flemmng Ibsen Organsaton/afflatons

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

FEDERAL RESERVE BANK of ATLANTA

FEDERAL RESERVE BANK of ATLANTA FEDERAL RESERVE BANK of ATLANTA Welfare Recpency, Job Separaton Outcomes, and Postseparaton Earnngs: Insght from Lnked Personnel and State Admnstratve Data Jll Mare Gunderson and Jule L. Hotchkss Workng

More information

Product Innovation Risk Management based on Bayesian Decision Theory

Product Innovation Risk Management based on Bayesian Decision Theory Advances n Management & Appled Economcs, vol., no., 0, - ISS: 79-7 (prnt verson), 79-7 (onlne) Internatonal Scentfc Press, 0 Product Innovaton Rsk Management based on Bayesan Decson Theory Yngchun Guo

More information

CENTRE FOR ECONOMIC PERFORMANCE DISCUSSION PAPER NO. 219 DECEMBER 1994 WAGES, EFFORT AND PRODUCTIVITY S. NICKELL AND D. NICOLITSAS

CENTRE FOR ECONOMIC PERFORMANCE DISCUSSION PAPER NO. 219 DECEMBER 1994 WAGES, EFFORT AND PRODUCTIVITY S. NICKELL AND D. NICOLITSAS CENTRE FOR ECONOMIC PERFORMANCE DISCUSSION PAPER NO. 219 DECEMBER 1994 WAGES, EFFORT AND PRODUCTIVITY S. NICKELL AND D. NICOLITSAS ABSTRACT Emprcal analyses of longtudnal data on some 66 manufacturng companes

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

Research on the Evaluation of Corporate Social Responsibility under the Background of Low Carbon Economy

Research on the Evaluation of Corporate Social Responsibility under the Background of Low Carbon Economy http://jba.scedupress.com Internatonal Journal of Busness Admnstraton Vol. 7, No. 5; 2016 Research on the Evaluaton of Corporate Socal Responsblty under the Background of Low Carbon Economy Xaofang Zhang

More information

The link between immigration and trade in Spain

The link between immigration and trade in Spain 1 The lnk between mmgraton and trade n Span José Vcente Blanes-Crstóbal March, 2003 Abstract Ths paper tests for the mpact of mmgraton on blateral trade usng Spansh data. It also explores some possble

More information

Evaluating the statistical power of goodness-of-fit tests for health and medicine survey data

Evaluating the statistical power of goodness-of-fit tests for health and medicine survey data 8 th World IMACS / MODSIM Congress, Carns, Australa 3-7 July 29 http://mssanz.org.au/modsm9 Evaluatng the statstcal power of goodness-of-ft tests for health and medcne survey data Steele, M.,2, N. Smart,

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

Volume-3, Issue-8, January-2017 ISSN No:

Volume-3, Issue-8, January-2017 ISSN No: THE DETERMINANTS OF INVESTOR VALUATION OF R&D EXPENDITURE: A STUDY OF IT INDUSTRIES IN INDIA Shalendra Kumar Trade Economc Intern, Mnstry of Commerce and Industry, Udyog Bhavan, New Delh110001, Inda. shal.du7@gmal.com

More information

The Credit Risk Assessment Model of Internet Supply Chain Finance: Multi-Criteria Decision-Making Model with the Principle of Variable Weight

The Credit Risk Assessment Model of Internet Supply Chain Finance: Multi-Criteria Decision-Making Model with the Principle of Variable Weight Journal of Computer and Communcatons, 2016, 4, 1-11 http://www.scrp.org/journal/jcc ISSN Onlne: 2327-5227 ISSN Prnt: 2327-5219 The Credt Rsk Assessment Model of Internet Supply Chan Fnance: Mult-Crtera

More information

The Credit Risk Assessment Model of Internet Supply Chain Finance: Multi-Criteria Decision-Making Model with the Principle of Variable Weight

The Credit Risk Assessment Model of Internet Supply Chain Finance: Multi-Criteria Decision-Making Model with the Principle of Variable Weight Journal of Computer and Communcatons, 2017, 5, 20-30 http://www.scrp.org/journal/jcc ISSN Onlne: 2327-5227 ISSN Prnt: 2327-5219 The Credt Rsk Assessment Model of Internet Supply Chan Fnance: Mult-Crtera

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

Does irrigation have an impact on food security and poverty?

Does irrigation have an impact on food security and poverty? WORKING PAPER 04 June 014 SUMMARY APRIL 010 Does rrgaton have an mpact on food securty and poverty? Evdence from Bwanje Valley Irrgaton Scheme n Malaw Rudolf Nkhata TABLE OF CONTENTS Abstract... 1 1. Introducton...

More information

This is a refereed journal and all articles are professionally screened and reviewed

This is a refereed journal and all articles are professionally screened and reviewed Advances n Envronmental Bology, 7(9): 2202-2208, 203 ISSN 995-0756 2202 Ths s a refereed journal and all artcles are professonally screened and revewed ORIGINAL ARTICLE Evaluaton of factors affectng the

More information

Economic incentives and the quality of domestic waste: counterproductive effects through waste leakage 1

Economic incentives and the quality of domestic waste: counterproductive effects through waste leakage 1 Economc ncentves and the qualty of domestc waste: counterproductve effects through waste leakage 1 H. Bartelngs 2, R. B. Dellnk and E.C. van Ierland, Envronmental Economcs and Natural Resources Group,

More information

Volume 12 No. 5 August 2012 DETERMINANTS OF FAST FOOD CONSUMPTION IN KAMPALA, UGANDA. Jackline Bonabana-Wabbi. Sarah Ayo

Volume 12 No. 5 August 2012 DETERMINANTS OF FAST FOOD CONSUMPTION IN KAMPALA, UGANDA. Jackline Bonabana-Wabbi. Sarah Ayo DETERMINANTS OF FAST FOOD CONSUMPTION IN KAMPALA, UGANDA Ayo SA, Bonabana-Wabb J * and D Sserunkuuma Jacklne Bonabana-Wabb Sarah Ayo * Correspondng author emal: jbexm@gmal.com Department of Agrbusness

More information

RELATIONSHIP BETWEEN BUSINESS STRATEGIES FOLLOWED BY SERVICE ORGANIZATIONS AND THEIR PERFORMANCE MEASUREMENT APPROACH

RELATIONSHIP BETWEEN BUSINESS STRATEGIES FOLLOWED BY SERVICE ORGANIZATIONS AND THEIR PERFORMANCE MEASUREMENT APPROACH RELATIONSHIP BETWEEN BUSINESS STRATEGIES FOLLOWED BY SERVICE ORGANIZATIONS AND THEIR PERFORMANCE MEASUREMENT APPROACH Carlos F. Gomes, School of Economcs, ISR- Insttute of Systems and Robotcs, Unversty

More information

Stay Out of My Forum! Evaluating Firm Involvement in Online Ratings Communities Neveen Awad and Hila Etzion

Stay Out of My Forum! Evaluating Firm Involvement in Online Ratings Communities Neveen Awad and Hila Etzion Stay Out of My Forum! Evaluatng Frm Involvement n Onlne Ratngs Communtes Neveen Awad and Hla Etzon. INTRODUCTION A growng number of onlne retalers are enablng and encouragng consumers to post revews of

More information

Regression model for heat consumption monitoring and forecasting

Regression model for heat consumption monitoring and forecasting E3S Web of Conferences 39, 03005 (018) https://do.org/10.1051/e3sconf/0183903005 Regresson model for heat consumpton montorng and forecastng Tatyana Dobrovolskaya 1*, and Valery Stennkov 1 1 Melentev Energy

More information

Effect of crop choice on split fertilizer application. Mira Nurmakhanova

Effect of crop choice on split fertilizer application. Mira Nurmakhanova Effect of crop choce on splt fertlzer applcaton Mra Nurmakhanova Department of Economcs Iowa State Unversty Ames, Iowa (515) 294-5051 mra@astate.edu Selected Paper prepared for presentaton at the Amercan

More information

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

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

More information

Impacts of supply and demand shifts

Impacts of supply and demand shifts Impacts of supply and demand shfts 1. Impacts of Supply shft S S S S Same sze of shft D D Elastc Demand Inelastc demand 2. Impacts of Demand shft D D S D D S Same sze of shft D Elastc Supply Inelastc demand

More information

An Analysis of the Impact of ICT Investment on Productivity in Developing Countries: Evidence from Cameroon

An Analysis of the Impact of ICT Investment on Productivity in Developing Countries: Evidence from Cameroon Afrca Development, Vol. XXXIX, No. 4, 2014, pp. 117 132 Councl for the Development of Socal Scence Research n Afrca, 2015 (ISSN 0850-3907) An Analyss of the Impact of ICT Investment on Productvty n Developng

More information

Relative income and the WTP for public goods

Relative income and the WTP for public goods CERE Workng Paper, 2014:6 Relatve ncome and the WTP for publc goods - A case study of forest conservaton n Sweden Thomas Broberg Centre for Envronmental and Resource Economcs, Umeå Unversty, Sweden The

More information

ITEM 4.4.b. OF THE AGENDA TYPOLOGY OF SAMPLING STRATEGIES UPDATED METHODOLOGICAL INFORMATION. Doc. ESTAT/F5/ES/201 (available in EN) Orig.

ITEM 4.4.b. OF THE AGENDA TYPOLOGY OF SAMPLING STRATEGIES UPDATED METHODOLOGICAL INFORMATION. Doc. ESTAT/F5/ES/201 (available in EN) Orig. Luxembourg, May 2010 AC/RDR/AMP ----------------------------------------------------- Drectorate F: Socal Statstcs and Informaton Socety Unt F5: Health and food safety; Crme Doc. (avalable n EN) Org. :

More information

Willingness to Pay for Beef Quality Attributes: Combining Mixed Logit and Latent Segmentation Approach

Willingness to Pay for Beef Quality Attributes: Combining Mixed Logit and Latent Segmentation Approach Wllngness to Pay for Beef Qualty Attrbutes: Combnng Mxed Logt and Latent Segmentaton Approach Chanjn Chung Department of Agrcultural Economcs Oklahoma State Unversty Stllwater, OK 74078 Emal: chanjn.chung@okstate.edu

More information

1. Introduction Definitions 4. -Turnover 4

1. Introduction Definitions 4. -Turnover 4 Aprl 2014 1 ndex 1. ntroducton 3 2. Defntons 4 -Turnover 4 3. Survey scope 5 3.1 Populaton scope 5 3.2 Tme scope 5 3.2.1 Base perod 5 3.2.2 Perodo de referenca 5 3.3. Geographcal scope 5 4. Features of

More information

Willingness to Pay for the Quality of Drinking Water

Willingness to Pay for the Quality of Drinking Water The Pakstan Development Revew 46 : 4 Part II (Wnter 2007) pp. 767 777 Wllngness to Pay for the Qualty of Drnkng Water ABDUL SATTAR and EATZAZ AHMAD * 1. INTRODUCTION Wllngness-to-Pay to avod rsks has long

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

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

Why do we have inventory? Inventory Decisions. Managing Economies of Scale in the Supply Chain: Cycle Inventory. 1. Understanding Inventory.

Why do we have inventory? Inventory Decisions. Managing Economies of Scale in the Supply Chain: Cycle Inventory. 1. Understanding Inventory. -- Chapter 10 -- Managng Economes of Scale n the Supply Chan: Cycle Inventory Pros: Why do we have nventory? To overcome the tme and space lags between producers and consumers To meet demand/supply uncertanty

More information

University of Cape Town

University of Cape Town Investgaton of the Impact of Demand Elastcty and System Constrants on Electrcty Market Usng Extended Cournot Approach by Jun Yan Thess Presented for the Degree of DOCTOR OF PHILOSOPHY n the Department

More information

Do Farm Programs Explain Mean and Variance of Technical Efficiency? Stochastic Frontier Analysis

Do Farm Programs Explain Mean and Variance of Technical Efficiency? Stochastic Frontier Analysis Do Farm Programs Explan Mean and Varance of Techncal Effcency? Stochastc Fronter Analyss Rahul Ranjan Master Student Dept. of Agrbusness and Appled Economcs NDSU, Fargo, ND 58108-6050 E-mal: rahul.ranjan@ndsu.edu

More information

Connective Capital: Building Problem-Solving Networks Within Firms. Casey Ichniowski Columbia University and NBER

Connective Capital: Building Problem-Solving Networks Within Firms. Casey Ichniowski Columbia University and NBER Very prelmnary. Please do not quote. Comments welcome. Connectve Captal: Buldng Problem-Solvng Networks Wthn Frms Casey Ichnowsk Columba Unversty and NBER Kathryn Shaw Stanford Unversty and NBER November

More information

COAL DEMAND AND TRANSPORTATION IN THE OHIO RIVER BASIN:

COAL DEMAND AND TRANSPORTATION IN THE OHIO RIVER BASIN: COAL DEMAND AND TRANSPORTATION IN THE OHIO RIVER BASIN: ESTIMATION OF A CONTINUOUS/DISCRETE DEMAND SYSTEM WITH NUMEROUS ALTERNATIVES * by Kenneth Tran and Wesley W. Wlson December 2011 Abstract Coal-fred

More information

Unemployment and Occupational Attainment of Male Immigrants and Ethnic Minorities in UK

Unemployment and Occupational Attainment of Male Immigrants and Ethnic Minorities in UK relmnary draft nemployment and Occupatonal Attanment of ale Immgrants and Ethnc nortes n K Sayema H Bdsha 1 January 2008 Abstract: The paper models the labour market experence of mmgrants and of dfferent

More information

Technical Efficiency of Maize Farmers in Ogbomoso Agricultural Zone of Oyo State

Technical Efficiency of Maize Farmers in Ogbomoso Agricultural Zone of Oyo State Internatonal Journal of Agrcultural Economcs & Rural Development - 1 (): 008 Techncal Effcency of Maze Farmers n Ogbomoso Agrcultural Zone of Oyo State Adedapo, K. D Department of Agrcultural Economcs

More information

Social Science Research 31 (2002)

Social Science Research 31 (2002) Socal Scence Research 31 (2002) 511 538 Socal Scence RESEARCH www.academcpress.com Racal dfferences n the effects of job contacts: Conflctng evdence from cross-sectonal and longtudnal data Ted Mouw Department

More information

Absenteeism and Peer Interaction Effects: Evidence from an Italian Public Institute

Absenteeism and Peer Interaction Effects: Evidence from an Italian Public Institute MPRA Munch Personal RePEc Archve Absenteesm and Peer Interacton Effects: Evdence from an Italan Publc Insttute Mara De Paola Unversty of Calabra, Department of Economcs and Statstcs 7. October 2008 Onlne

More information

Factors Decomposition of Energy Intensity: The case of Liaoning province in China

Factors Decomposition of Energy Intensity: The case of Liaoning province in China Factors Decomposton of Energy Intensty: The case of Laonng provnce n Chna He Yong-Xu, Tao We-Jun, Zhang Song-Le, L Yan and L Fu-Rong Abstract- Ths paper ntroduces logarthmc mean Dvsa ndex (LMDI) method

More information

Impact of trade liberalization on firm s labour demand by skill: The case of Tunisian manufacturing

Impact of trade liberalization on firm s labour demand by skill: The case of Tunisian manufacturing Impact of trade lberalzaton on frm s labour demand by skll: The case of Tunsan manufacturng Rm Ben Ayed Mouelh October 2003 (Frst draft) (LEA, ISCAE, Unversty of la Manouba, Campus unverstare la Manouba)

More information

Labour Market Experience of Male Immigrants and Ethnic Minorities in the UK

Labour Market Experience of Male Immigrants and Ethnic Minorities in the UK IVERSITY OF OTTIGHA Dscusson apers n Economcs Dscusson aper o. 09/08 Labour arket Experence of ale Immgrants and Ethnc nortes n the K By Sayema H. Bdsha Department of Economcs nversty of Dhaka Bangladesh

More information