International Trade and California Employment: Some Statistical Tests
|
|
- Jocelin Price
- 5 years ago
- Views:
Transcription
1 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 Tel: Emal: (Second n a seres of workng papers on the general topcs of Foregn Trade and Calforna s Growth, by Dwght M. Jaffee, Cyntha A. Kroll, Ashok Deo Bardhan, Josh Krschenbaum, and Davd Howe) Workng Paper: February 1998
2 Acknowledgement I want to express thanks to my colleagues on ths project, Cyntha A. Kroll, Ashok Deo Bardhan, Josh Krschenbaum, and Davd Howe, as well as Davd Lyons and other partcpants at the Publc Polcy Insttute of Calforna, for ther comments on an earler draft of ths paper.
3 Internatonal Trade and Calforna Employment: Some Statstcal Tests Abstract Ths paper presents prelmnary statstcal tests of the effects of rsng nternatonal trade on Calforna employment. We found a strong postve relatonshp between exports and manufacturng employment and a weak, but postve, effect of mports on manufacturng employment. Snce hgher mports are normally expected to reduce domestc producton, the latter result suggests that there exsts an addtonal lnk between mports and domestc demand. A partcular mechansm for ths addtonal lnk s that low-cost mports of a good, based on foregn producton, may lead to an expanson n domestc demand for the good. Although manufacturng employment n that ndustry wll probably stll fall as a result of the low-cost mports, employment n the assocated servce sector for that ndustry s lkely to rse. Indeed, the ncrease n servce sector employment may domnate, leadng to an overall ncrease n the ndustry s employment. The paper uses Calforna s computer ndustry to llustrate and quantfy ths mechansm.
4 1 Introducton Internatonal trade for the Unted States has been expandng rapdly n recent years, and t seems lkely that t wll contnue growng rapdly for the foreseeable future. Based on the avalable evdence, Calforna s nternatonal trade s expandng at an even faster pace. In ths paper, we present prelmnary statstcal tests of the effects of rsng nternatonal trade on Calforna employment. A prmary nnovaton s that we look at the effect of nternatonal trade on both manufacturng and servce sector employment. In the tradtonal analyss of the manufacturng sector, mports and exports, the two components of nternatonal trade, are presumed to have opposte effects on a regon s employment. Everythng else the same, rsng exports are expected to rase domestc employment. Ths occurs because, f domestc demand s fxed at a moment n tme, then rsng export demand creates rsng domestc producton and employment. 1 Comparably, everythng else the same, rsng mports are expected to decrease domestc employment. Ths occurs because, f domestc demand s fxed at a moment n tme, then rsng mports substtute for domestc producton, whch creates fallng domestc employment. In realty, the connectons between nternatonal trade and domestc employment are much more complex. Compared wth the smple descrpton, everythng else s unlkely to be the same. At a fundamental level, nternatonal trade may not have any long-run effect on the employment level, f wages, prces, and exchange rates are always adjustng to mantan full employment. Of course, there may stll be a short-run mpact of trade on employment because the economy s equlbrum adjustment takes tme. In the context of ths study, there 1 Ths assumes the economy s not operatng at full capacty or full employment. 1
5 are three further reasons why nternatonal trade may nfluence employment even f total US employment s fxed: 1) Internatonal trade may nfluence the dstrbuton of employment among the states. 2) Internatonal trade may nfluence the level of employment across sectors and ndustres. 3) Internatonal trade may nfluence the employment share of producton and nonproducton workers. As an example of ths thrd effect, nternatonal trade may swtch the proportons of total employment between the manufacturng and servce sectors of an economy. Specfcally, n ths paper, we consder the possblty that rsng nternatonal trade creates rsng servce sector employment, even as t creates fallng manufacturng sector employment. In fact, we fnd n the computer ndustry that nternatonal trade may actually be the source of rsng total employment, even though t creates fallng manufacturng sector employment! As another example, nternatonal trade may alter the proportons of domestc employment between low skll and hgh skll jobs. Specfcally, Bardhan and Howe (1998b) study the extent to whch mports tend to reduce low skll jobs, whle exports tend to expand hgh skll jobs. Ths, of course, s related to the swtch between servce sector and manufacturng sector employment created by nternatonal trade. The organzaton of ths paper s as follows: In Secton 2, we present regresson tests of the basc relatonshp between nternatonal trade and Calforna s manufacturng employment. These tests rely only on US nternatonal trade data, snce Calforna mport data do not yet exst, as descrbed n detal n Jaffee (1998). The results confrm a strong relatonshp between nternatonal trade and manufacturng sector employment, especally that rsng exports are assocated wth rsng employment. 2
6 In Secton 3, we expand the analyss to nclude the effect of nternatonal trade on servce sector employment. Snce the nternatonal trade data for servce ndustres s extremely lmted, (recall the dscusson n Jaffee (1998)), we cannot carry out a detaled statstcal analyss that would be comparable to the analyss n Secton 2 for the manufacturng sector. Instead, we focus on one mportant ndustry, the computer ndustry, to llustrate how nternatonal trade nteracts wth both manufacturng and servce sector employment. We fnd that the mpact of nternatonal trade on computer ndustry servce employment s decdedly postve, so much so that the mpact of nternatonal trade on total employment n the computer ndustry s lkely to be postve, even f the effect of trade on manufacturng employment n the computer ndustry s negatve. These results are reconfrmed by our detaled ntervew study of the computer ndustry, descrbed n Bardhan and Howe (1998a). Secton 4 provdes a summary of the paper s conclusons. 2 Estmates of Trade Effects on Calforna s Manufacturng Employment In ths secton, we develop and test a smple model of the relatonshp between nternatonal trade and manufacturng employment n Calforna. We evaluate the effects of nternatonal trade at three dfferent levels: 1. The nfluence of nternatonal trade on US producton for each ndustry. 2. The nfluence of nternatonal trade on Calforna producton for each ndustry. 3. The nfluence of nternatonal trade on Calforna employment for each ndustry. We begn wth the nfluence of nternatonal trade on US producton. 3
7 A Model of The Influence of Internatonal Trade on Producton At the US level, for each SIC code and at each tme t, a basc dentty lnks domestc demand D wth domestc producton P, exports X, and mports M : ( 1) D ( t) = P( t) + M ( t) X ( t) Ths states that US domestc demand for a good s satsfed by US producton, plus mports, mnus exports. 2 It s more useful to solve the equaton for producton: ( 2) P ( t) = D ( t) + X ( t) M ( t) The relatonshp can be transformed nto annual percent changes (where Y ndcates the percentage change operator on any varable Y): ( 3) P ( t) = d ( t) D ( t) + x ( t) X ( t) m ( t) M ( t) where ( ( 1) ( 1) ( 1) ) = D t t, ( ) =, ( ) = M t X d t. ( t 1) t ( t 1) t P x P m P ( t 1 ) Equaton (3) ndcates that the growth rate of producton s determned by the weghted growth rates of domestc demand, exports, and mports, where each weght represents the lagged share of that varable relatve to producton. In partcular, for a gven value of demand growth changes n the weghted growth rates of exports and mports create comparable changes n producton growth (postve for rsng exports and negatve for rsng mports). Rsng exports or mports, of course, may also create changes n domestc demand, n whch case the total effect of export and mport growth on producton growth may vary from that D, 2 A smlar relatonshp was used n Jaffee (1998), equaton (3). 4
8 shown n equaton (3). The magntude of these total trade effects can be evaluated by elmnatng the dentty by removng the ndustry demand varable from equaton (3). Specfcally, we replace ndustry demand varable D wth an aggregate measure (over all SIC codes) D. For each ndustry, all of the effects of nternatonal trade wll then be attrbuted to the export and mport varables. The estmated equaton s thus : ( 4) P( t) = α 0 + α1[ x ( t) X ( t)] + α 2[ m( t) M ( t)] + α3 D( t). The null hypothess s that the correlaton of both export and mport growth wth demand growth for ndustry s zero. In ths case, the expected coeffcent estmates for equaton (4) are α =, α = 1, α = 1, α 0. On the other hand, for example, f export > growth were postvely correlated wth demand growth for ndustry, then we would expect α 1 > 1, and f mport growth were postvely correlated wth demand growth for ndustry, then we would expect α 2 > -1. Estmates of The Influence of Internatonal Trade on Producton Pooled tme-seres, cross-secton, estmates based on equaton (4) are shown n Table 1. All varables are measured as annual percent changes, consstent wth equaton (4). The data cover the years 1989 to 1995, so the estmaton perod s 1990 to 1995 annually takng nto account the lagged values of the varables. The equatons are estmated wth ordnary least squares. The a equatons n the upper half of the table are based on the cross-secton of 2- dgt SIC codes and the b equatons n the lower half of the table are based on the cross- 5
9 secton of 3-dgt SIC codes. We begn by lookng at the results based on the 2-dgt SIC code cross-secton. Results Based on the 2-Dgt SIC Code Cross-secton Equaton (1a) n Table 1 provdes estmates of the total effects of exports and mports on US producton growth across 2-dgt SIC codes. Export growth s the most sgnfcant factor, wth a coeffcent close to 1.0, whch s consstent wth the null hypothess that export growth and domestc demand growth are uncorrelated. Import growth, n turn, actually receves a postve, although small and nsgnfcant, coeffcent, qute dfferent from the expected coeffcent of 1.0 under the null hypothess. Ths results suggests that mports tend to have a postve correlaton wth the growth of demand across goods. Ths could arse, for example, f the market demand for goods rses n response to the expanson of low-cost mports. We wll dscuss ths mechansm n more detal n the followng secton. Fnally, the control varable for aggregate demand has a sgnfcant and postve coeffcent as expected. The R 2 s 0.40, whch s respectable for a percentage change specfcaton estmated usng pooled data. Overall, the equaton ndcates a sgnfcant and postve net effect of nternatonal trade on US producton growth. Equaton (2a) n Table 1 provdes comparable estmates of the trade determnants of Calforna s producton growth across 2-dgt SIC codes. The export and mport varables use the same US data as n equaton (1a), due to the lack of a full set of Calforna trade data. The aggregate producton growth varable s the total for Calforna s 2-dgt ndustres. The estmated coeffcents ndcate that exports are a sgnfcant determnant of Calforna s producton growth, and that mports have a postve effect that s actually larger and more sgnfcant than for the US. Ths could reflect the mportance of hgh technology products for 6
10 the Calforna economy, based on a mechansm descrbed n the next secton. The R 2 of equaton (2a) s 0.27, a value lower than for equaton (1), but stll respectable. Overall, the equaton ndcates a sgnfcant net postve effect of nternatonal trade on producton growth at the Calforna level. Equaton (3a) n Table 1 provdes comparable estmates of the trade determnants of Calforna employment growth across 2-dgt SIC codes. The rght-hand-sde varables are exactly the same as n equaton (2a). The trade effects on Calforna s employment growth and ts producton growth should be smlar, snce producton s the prmary determnant of employment. The estmates bear ths out. In fact, exports are an even more sgnfcant determnant of employment growth, whle mports reman a sgnfcantly postve factor. The R 2 s 0.21, slghtly lower than the value for Calforna s producton growth. Overall, the equaton ndcates a sgnfcant net postve effect of nternatonal trade on employment growth at the Calforna level. Results Based on the 3-Dgt SIC Code Cross-secton Estmates of the effects of nternatonal trade based on 3-dgt SIC code data are presented n the b equatons n the bottom half of Table 1 In each equaton, we fnd very low R 2 values, even just 0.04 for the Calforna employment equaton. Ths mples, not surprsngly, that factors other than nternatonal trade and aggregate demand are the most mportant determnants of the growth of employment n each specfc ndustry n Calforna. Nevertheless, the coeffcents for nternatonal trade and aggregate demand for the 3-dgt SIC code data are statstcally sgnfcant, even more so than for the estmates from the 2-dgt SIC code data. Furthermore, the coeffcent values for the 3-dgt regresson coeffcents are smlar 7
11 to those estmated from the 2-dgt data. Thus, these equatons confrms that there s a sgnfcant net postve effect of nternatonal trade on producton growth at both the US and Calforna levels, and on employment growth at the Calforna level. Some Qualfcatons There are 3 mportant qualfcatons to these results: 1. Imports and exports are based only on US data, because a full set of Calforna nternatonal trade data are not currently avalable. 2. The growth n aggregate producton s the only control varable used n evaluatng the effects of nternatonal trade across ndustres. Control varables for the dosyncratc aspects of specfc ndustres would also be useful, but data for approproprate varables, such as world-wde sales, are not avalable. 3. The regresson estmates are based on data that are dsaggregated only to the 3-dgt SIC code level. Unfortunately, t s beyond the scope of the present study to resolve these ssues. We know of no partcular bas, however, that these ssues create n our estmated equatons. Conclusons for the Regresson Analyss The regresson estmates of the response of Calforna s manufacturng employment growth to export growth are 0.78 for the 3-dgt SIC code data and 0.82 for the 2-dgt data. These estmates are close to the value of 1.0 that would be expected were export growth and US demand growth uncorrelated across SIC codes. Ths s reasonable, snce we would expect foregn demand to be the prmary determnant of US exports. The regresson estmates of the response of Calforna s manufacturng employment growth to mport growth are 0.07 for the 3-dgt SIC code data and 0.44 for the 2-dgt data. These estmates are much greater than the value of -1.0 that would be expected were export growth and US demand growth uncorrelated across SIC codes. Ths suggests that there s a postve 8
12 correlaton between mport growth and US demand growth. In the next secton, we look at a mechansm that could create such a correlaton. 3 Internatonal Trade and Calforna s Servce Sector In ths secton, we extend the results of the prevous secton to nclude employment n the servce sector of the economy. We cannot, however, carry out a statstcal analyss across all servce ndustres, comparable to our analyss of the manufacturng sector, because the nternatonal trade data for servce ndustres s extremely lmted even at the US level. Instead, we focus on one mportant ndustry, the computer ndustry Servce Employment n the Computer Industry Data for the computer sector are tabulated both as a manufacturng ndustry (manly SIC code 357) and as a servce ndustry (SIC code 737, computer programmng, data processng, and other computer related servces). A comparson of the computer manufacturng and computer servce ndustres n terms of employment, sales, and nternatonal trade s provded n Table 2. In terms of employment, the computer servce ndustry s more than 4 tmes the sze of the manufacturng ndustry at the US level and s almost 3 tmes the sze of the manufacturng ndustry at the Calforna level. In terms of sales, the computer servce ndustry s about 1.6 tmes the sze of the manufacturng ndustry at the US level (comparable data are not avalable for sales of the Calforna computer servces ndustry). These data thus ndcate the mportance, ndeed the greater mportance, of the computer servce ndustry. In terms of nternatonal trade, the reported 1995 numbers for the computer servces ndustry ndcate net exports (.e a trade surplus) of over $3 bllon n 1995, whle the 9
13 manufacturng ndustry had a trade defct of over $17 bllon. The $3 bllon of net exports for computer servces s the sum of the categores for computer and data processng servces and data base and other nformaton servces. The computer ndustry, moreover, s the source of two other sets of nternatonal transactons. Frst, the computer ndustry earns substantal ncome on ts foregn drect nvestments. Table 2 shows that n 1995 the US receved foregn drect nvestment ncome of over $3 bllon from computer manufacturng and over $1 bllon from computer servces. Second, the computer ndustry s the source of large amounts of net royaltes and lcense fees, although specfc quanttatve estmates are not avalable. The Drect Effects of Trade on Servce Employment n the Computer Industry Internatonal trade s lkely to have a strong postve effect on employment n the computer servce ndustry, snce the US s a net exporter of computer servces. However, the net exports of computer servces were only 2.2% of the total sales of the US computer servce ndustry n We can apply ths percentage to Calforna s computer servce ndustry employment, to obtan an estmate of the amount of Calforna employment n that ndustry that can be attrbuted to nternatonal trade. The result ndcates an ncrease of less than 4,000 jobs. Although alternatve estmaton methods mght gve dfferent results, the relatvely small amount of nternatonal trade n computer servces makes t unlkely that trade can be a drect and sgnfcant source of employment n the Calforna computer servce ndustry. Computer Industry Employment and Low Cost Foregn Producton 10
14 We now consder an alternatve, ndrect, mechansm through whch nternatonal trade may be the source of substantal numbers of new jobs n Calforna s computer servce ndustry. Ths mechansm s based on 3 relatonshps: 1. Low cost foregn producton s a key source of the fallng cost of computers. 2. The fallng cost of computers s a key bass for the ndustry s rapd growth. 3. The computer ndustry s rapd growth has created large amounts of servce employment for computer research and desgn and for software creaton. It s useful to provde a quanttatve benchmark for the amount of employment n Calforna s computer servce ndustry that could be attrbuted to nternatonal trade though the above mechansm. Two key parameter estmates are requred to calbrate the sze of ths trade effect: (1) the degree to whch foregn producton has reduced computer costs and (2) the growth n computer sales that can be attrbuted to the reduced computer costs. Snce detaled data are not avalable to calbrate these parameters, the estmates are necessarly back of the envelope n nature. Nevertheless, the exercse s nstructve. Table 3 shows 3 sets of estmates for the employment mpact of low-cost, foregn, producton n the computer servce ndustry. Column [1] shows the cost (.e. prce) reducton that s assumed to be created by low-cost foregn producton; the estmates range from a 25% to a 75% reducton n costs. Column [2] shows the alternatve assumptons for the prce elastcty of demand for computers. the elastctes range from 0.75 to The percentage change n computer ndustry sales that can be attrbuted to these factors s gven by: 3 These are actually very low estmates. Estmates from 2.9 to 7.2 are gven n Joanna Stavns (1997). 11
15 (5) S S C Q = [ ][ C P Q ], P where C/C = percentage change n costs (column 1 n Table 3) [ Q/Q][ P/P] = prce elastcty of demand (column 2 n Table 3) S/S = percentage change n sales attrbuted to low-cost, foregn, producton. Column [3] n Table 3 shows the share of total ndustry sales that can be attrbuted to the foregn producton factor, FS, whch s computed as: ( 6) S S FS = 1 + S S Column [4] n Table 3 shows the estmated number of jobs n the computer servce ndustry that can be attrbuted to low-cost, foregn producton, derved by multplyng FS n column (3) by total Calforna employment n the computer servce ndustry n 1994 (see Table 2). 4 The estmated number of jobs ganed n Calforna range from 26,000 to 79,000. In contrast, the total declne n computer manufacturng employment n Calforna between 1987 and 1995 was 28,000. Thus, even f a large part of ths loss of manufacturng jobs s attrbuted to the expanson of low-cost, foregn, computer manufacturng, the loss s strongly domnated by the gan n jobs n the computer servce ndustry that can be attrbuted to foregn computer producton. 4 Conclusons 4 The assumpton here s that low-cost foregn computer producton has ncreased jobs across the entre spectrum of the computer servce ndustry. Arguably, certan computer sectors, such as data processng could be excluded. Ths change would not have an mportant effect on our conclusons. 12
16 Ths paper has provded emprcal evdence concernng the mpact of nternatonal trade on Calforna employment. We presented results for all 2-dgt and 3-dgt manufacturng SIC codes and for the computer servce ndustry (SIC code 737). Wth regard to manufacturng employment, n Secton 2 we tested the extent to whch US exports and mports nfluence the growth n US producton, Calforna producton, and Calforna employment. We found a strong effect of exports on all three of these varables. Ths s consstent wth the hypothess that producton (and employment) growth bascally depends on the sum of export and domestc demand growth. We found a weak, but postve effect of mports on all three of the varables. Snce the drect effect of hgher mports should be lower domestc producton, ths suggests that mports tend to have an addtonal, ndrect, effect that rases domestc demand. In Secton 3, a partcular mechansm for ths ndrect effect, nvolvng servce sector employment, was developed. The key pont s that low-cost mports of a good, based on foregn producton, wll lead to an expanson n the total domestc demand for the good. Although manufacturng employment n that ndustry wll probably fall as a result of the lowcost mports, employment n the assocated servce sector for that ndustry s lkely to rse sgnfcantly. Indeed, t s qute possble that the ncrease n servce sector employment may domnate the declne n manufacturng employment, leadng to an overall ncrease n the ndustry s employment. The computer ndustry (SIC code 357) was used n Secton 3 as a prme example to carry out back of the envelope estmates of the possble sze of ths effect. Snce employment n the computer servces ndustry s from 3 to 4 tmes as large as employment n the computer manufacturng ndustry, ths s lkely to provde a favorable case to llustrate the 13
17 mechansm. The results reported n Table 3 showed that low-cost foregn producton created from 16% to 48% of the employment, whch s to say 26,000 to 79,000 jobs, n Calforna s computer servce sector (SIC code 737). In contrast, employment n Calforna s computer manufacturng sector declned by about 28,000 jobs between 1987 and The computer ndustry thus provdes a clear example n whch low-cost, foregn, producton of a good can lead to a net gan n the ndustry s employment, because the gan n servce sector employment sgnfcantly exceeds the loss n manufacturng sector employment. Ths relatonshp s dscussed further n Kroll and Krschenbaum (1998), whch reports the results of ntervew studes of the computer ndustry. 14
18 Table 1: Regresson Estmates of the Effects of Internatonal Trade Absolute value of t statstcs n parentheses below coeffcents Pooled cross-secton (SIC codes), tme seres ( ), estmaton wth ordnary least squares Equaton # Dependent Varable R 2 α 0 α Weghted Export Growth: [ x ( t) X ( 1 t )] α Weghted Import Growth: [ m ( t) M ( 2 t )] Aggregate Producton Growth *: α D( ) 3 t Cross-Secton based on 2-Dgt SIC Codes 1a P US (t) Growth US Producton 2a P CA (t) Growth CA Producton 3a E CA (t) Growth CA Employment (2.0) (2.0) (5.3).97 (6.9).65 (3.0).82 (4.3).11 (0.6).56 (2.1).44 (1.9) 1.09 (3.0) 1.76 (3.1).22 (0.4) Cross-Secton based on 3-Dgt SIC Codes 1b P US (t) Growth US Producton 2b P CA (t) Growth CA Producton 3b E CA (t) Growth CA Employment (1.5) (1.6) (5.0).87 (10.5).95 (5.9).78 (4.9).03 (0.6).22 (2.8).07 (0.9).53 (6.2).62 (3.8).42 (2.5) * Aggregate producton growth s the sum total over all SIC codes and refers to US producton growth n equatons (1a and 1b) and Calforna producton growth n all other equatons. Data sources: Exports and mports are from Internatonal Trade Admnstraton data, see Jaffee (1998), Tables 8A to 9B. Calforna employment s from Annual Survey of Manufacturers data, see Jaffee (1998), Tables 1A and 1B. Calforna producton s from Annual Survey of Manufacturers sales data, see Jaffee (1998), Tables 6A and 6B. US producton growth s measured by sales from the same source. 15
19 Table 2: Computer Industry, Manufacturng and Servces 357 = Computer manufacturng; 737 = Computer servces EmploymSource Y1987 Y1988 Y1989 Y1990 Y1991 Y1992 Y1993 Y1994 Y1995 US 357 ASM US 737 CES CA 357 ASM CA 737 CBP Sales, $ Mllon US 357 ASM US 737 ASS CA 357 ASM CA 737 Not Aval. Net Exports, $Mllon US 357 ITA US 737 SCB Net Income, Drect Investment, $ Mllon US 357 SCB US 737 SCB Sources: ASM = Annual Survey of Manufacturers ASS = Annual Survey of Servces SCB = Survey of Current Busness, ssues of September and November 1996 ITA = Internatonal Trade Admnstraton, Bureau of the Census CBP = County Busness Pattens 16
20 Table 3: Employment Effects of Low-Cost, Foregn, Computer Producton Cost Change Due to Low-Cost Foregn Producton [1] Prce Elastcty of Computer Industry Demand [2] Share of Industry Sales Due to Foregn Producton [3]=[1][2]/(1+[1][2]) Computer Servce Employment Due to Foregn Producton [4] Case Case Case
21 References Bardhan, Ashok Deo and Davd K. Howe (1998a), Globalzaton and Labor: The Effect of Imported Inputs on Blue Collar Workers, Workng Paper , Fsher Center for Real Estate and Urban Economcs, Unversty of Calforna, Berkeley, Bardhan, Ashok Deo and Davd K. Howe (1998b) Transnatonal Socal Networks, Transportaton Costs and the Geographc Dstrbuton of Calforna s Exports, Workng Paper , Fsher Center for Real Estate and Urban Economcs, Unversty of Calforna, Berkeley, Jaffee, Dwght M. (1998), Internatonal Trade and Calforna s Economy: Summary of the Data, Workng Paper , Fsher Center for Real Estate and Urban Economcs, Unversty of Calforna, Berkeley, Kroll, Cyntha A. and Josh Krschenbaum (1998), The Integraton of Trade nto Calforna Industry: Case Studes of the Computer Cluster and the Food Processng Industry, Workng Paper , Fsher Center for Real Estate and Urban Economcs, Unversty of Calforna, Berkeley, Stavns, Joanna (1997), "Estmatng Demand Elastctes n a Dfferentated Product Industry: The Personal Computer Market," Journal of Economcs and Busness 1997:
International Trade and California s Economy: Summary of the Data
Internatonal Trade and Calforna s Economy: Summary of the Data by Professor Dwght M. Jaffee Fsher Center for Real Estate and Urban Economcs Haas School of Busness Unversty of Calforna Berkeley CA 94720-1900
More information1 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 informationemissions 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 informationThe 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 informationWISE 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 informationLabour 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 informationAn 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 informationThe 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 informationVolume 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 informationNBER WORKING PAPER SERIES UNMASKING THE POLLUTION HAVEN EFFECT. Arik Levinson M. Scott Taylor. Working Paper
NBER WORKING PAPER SERIES UNMASKING THE POLLUTION HAVEN EFFECT Ark Levnson M. Scott Taylor Workng Paper 10629 http://www.nber.org/papers/w10629 NATIONAL BUREAU OF ECONOMIC RESEARCH 1050 Massachusetts Avenue
More informationA 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 informationThe ranks of Indonesian and Japanese industrial sectors: A further study
Journal of Physcs: Conference Seres PAPER OPEN ACCESS The ranks of Indonesan and Japanese ndustral sectors: A further study To cte ths artcle: Ubadllah Zuhd 2017 J. Phys.: Conf. Ser. 820 012029 Vew the
More informationAppendix 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 informationFDI and Intra-industrial Technology Spillovers ---Empirical Study on China s Manufacturing Industries
Page 1 of 20 ANZAM 2009 FDI and Intra-ndustral Technology Spllovers ---Emprcal Study on Chna s Manufacturng Industres Prof. Zengyao Zhao * School of Busness, Soochow Unversty, Suzhou, Chna Emal: zzy63@sna.com
More informationBulletin 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 informationHousehold 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 informationA 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 informationDevelopment 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 informationExtended 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 informationOvereducation 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 informationProblem 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 informationFirm Performance and Foreign Direct Investment: Evidence from Transition Economies. Abstract. Department of Economic, University of Texas at Arlington
Frm Performance and Foregn Drect Investment: Evdence from Transton Economes Mahmut Yasar Department of Economc, Unversty of Texas at Arlngton Catherne J. Morrson Paul Department of Agrcultural and Resource
More informationA 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 informationVolume 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 informationThe Impact of Carbon Tax on Economic Growth in China
Avalable onlne at www.scencedrect.com Energy Proceda 5 (0) 757 76 IACEED00 The Impact of Carbon Tax on Economc Growth n Chna Zhang Zhxn a*, L Ya b a Professor, School of economcs, Shandong Unversty of
More informationEconomic 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 informationDiscussion Papers No. 258, August 1999 Statistics Norway, Research Department
Dscusson Papers No. 258, August 1999 Statstcs Norway, Research Department Lars Lndholt Beyond yoto: 2 permt prces and the markets for fossl fuels Abstract: Ths paper analyses the markets for fossl fuels
More informationPotential Impacts of Avocado Imports from Mexico on the Florida Avocado Industry
Potental Impacts of Avocado Imports from Mexco on the Florda Avocado Industry Skavas Nalampang Agrcultural Economcs Extenson Tropcal Research and Educaton Center Unversty of Florda Emal: nalampan@ufl.edu
More informationEconometric Methods for Estimating ENERGY STAR Impacts in the Commercial Building Sector
Econometrc Methods for Estmatng ENERGY STAR Impacts n the Commercal Buldng Sector Marvn J. Horowtz, Demand Research Angela Coyle, U.S. Envronmental Protecton Agency ABSTRACT The early stages of developng
More informationPaper No October Anabel Marin* and Martin Bell** (*SPRU and Universidad Nacional de General Sarmiento, **SPRU)
SPRU Electronc Workng Paper Seres Paper No. 118 Technology Spllovers from Foregn Drect Investment (FDI): an Exploraton of the Actve Role of MNC Subsdares n the Case of Argentna n the 1990s Anabel Marn*
More informationTHE IMPACT OF HIGHER EDUCATION INSTITUTION-FIRM KNOWLEDGE LINKS ON FIRM-LEVEL PRODUCTIVITY IN BRITAIN. RICHARD HARRIS, QIAN CHER LI AND JOHN MOFFAT.
STRATHCLYDE DISCUSSION PAPERS IN ECONOMICS THE IMPACT OF HIGHER EDUCATION INSTITUTION-FIRM KNOWLEDGE LINKS ON FIRM-LEVEL PRODUCTIVITY IN BRITAIN. BY RICHARD HARRIS, QIAN CHER LI AND JOHN MOFFAT. NO. 10-17
More informationImpact 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 informationBiomass 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 informationImpact of international trade
Impact of nternatonal trade on employment n Polsh ndustral sector Gabrela Grotkowska; Department of Macroeconomcs and Internatonal Trade Theory, Faculty of Economc Scences, Warsaw Unversty Revsed verson,
More informationThe 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 informationEUROPEAN 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 informationEvaluating 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 informationDo 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 informationConsumption 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 informationDriving Factors of SO 2 Emissions in 13 Cities, Jiangsu, China
Avalable onlne at www.scencedrect.com ScenceDrect Energy Proceda 88 (2016 ) 182 186 CUE2015-Appled Energy Symposum and Summt 2015: Low carbon ctes and urban energy systems Drvng Factors of SO 2 Emssons
More informationTRADE AND COMPETITIVENESS IN NORTH AMERICA
TRADE AND COMPETITIVENESS IN NORTH AMERICA A FOCUS ON THE CALI BAJA MEGA-REGION PRODUCED BY RESEARCH SUPPORTED BY El Colego de la Frontera Nort e NORTH AMERICAN TRADE IN THE AGE OF NAFTA The North Amercan
More informationMarket 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 informationExplaining Rising Returns to Education in Urban China in the 1990s
DISCUSSION PAPER SERIES IZA DP No. 4872 Explanng Rsng Returns to Educaton n Urban Chna n the 1990s Xueun Lu Albert Park Yaohu Zhao Aprl 2010 Forschungsnsttut zur Zukunft der Arbet Insttute for the Study
More informationKey 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 informationCan sectoral reallocation explain the jobless recovery?
Can sectoral reallocaton explan the jobless recovery? Danel Aaronson, Ellen R. Rssman, and Danel G. Sullvan Introducton and summary Recent employment trends are puzzlng. 1 Hstorcally, the number of nonfarm
More informationICT Intermediates, Growth and Productivity Spillovers Evidence from Comparison of Growth Effects in German and US Manufacturing Sectors
Ifo Insttute Lebnz Insttute for Economc Research at the Unversty of Munch ICT Intermedates, Growth and Productvty Spllovers Evdence from Comparson of Growth Effects n German and US Manufacturng Sectors
More informationShort- and Long-Run Structural International Tourism Demand Modeling Based on the Dynamic AIDS Model: Empirical Research in Japan
Asan Transport tudes, Volume 3, Issue 1 (2014), 125 142. 2014 AT All rghts reserved hort- and ong-run tructural Internatonal Toursm Modelng Based on the Dynamc AID Model: Emprcal Research n Japan Atsush
More informationTRANSPORTATION DEMANDS IN THE COLUMBIA-SNAKE RIVER BASIN
The Navgaton Economc Technologes Program March 1, 2006 navgaton economcs technologes TRANSPORTATION DEMANDS IN THE COLUMBIA-SNAKE RIVER BASIN US Army Corps of Engneers IWR Report 06-NETS-R-03 March 1,
More informationDO WAGE SUBSIDIES REDUCE ORDINARY EMPLOYMENT?
05:2007 WORKING PAPER Mohammad Azhar Hussan Martn Rasmussen DO WAGE SUBSIDIES REDUCE ORDINARY EMPLOYMENT? A Frm Level Panel Data Analyss RESEARCH DEPARTMENT OF EMPLOYMENT AND LABOUR MARKET ISSUES Do Wage
More informationPotato 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 informationImpact 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 informationCENTRE 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 informationThe Substitutability of Labor of Selected Ethnic Groups in the US Labor Market
DISCUSSION PAPER SERIES IZA DP No. 1945 The Substtutablty of Labor of Selected Ethnc Groups n the US Labor Market Martn Kahanec January 2006 Forschungsnsttut zur Zukunft der Arbet Insttute for the Study
More informationOptimal 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 informationImpact of Internet Technology on Economic Growth in South Asia with Special Reference to Pakistan
Pakstan Journal of Socal Scences (PJSS) Vol. 35, No. 2 (2015), pp. 777-784 Impact of Internet Technology on Economc Growth n South Asa wth Specal Reference to Pakstan RzwanaYasmeen FUUAST, School of Economc
More informationEssays on Water Resource Economics and Agricultural Extension. Steven Charles Buck. A dissertation submitted in partial satisfaction of the
Essays on Water Resource Economcs and Agrcultural Extenson By Steven Charles Buck A dssertaton submtted n partal satsfacton of the requrements of the degree of Doctor of Phlosophy n Agrcultural and Resource
More informationDevelopment trajectory of energy consumption and carbon emissions in developing countries
Ar Polluton XIV 667 Development trajectory of energy consumpton and carbon emssons n developng countres A. Dela Cruz Generosa & T. Fujta Graduate School of Economcs, Kyushu Unversty, Japan Abstract Ths
More informationSources 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 informationWage 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 informationLearning-by-exporting in Korean Manufacturing: A Plant-level Analysis
Chapter 8 Learnng-by-exportng n Korean Manufacturng: A Plant-level Analyss Chn Hee Hahn Korea Development Insttute Chang-Gyun Park College of Busness Admnstraton, Chung-Ang Unversty March 2009 Ths chapter
More informationAnalyses Based on Combining Similar Information from Multiple Surveys
Secton on Survey Research Methods JSM 009 Analyses Based on Combnng Smlar Informaton from Multple Surveys Georga Roberts, Davd Bnder Statstcs Canada, Ottawa Ontaro Canada KA 0T6 Statstcs Canada, Ottawa
More informationWorking on the Train? The Role of Technical Progress and Trade in Explaining Wage Differentials in Italian Firms
www.daglano.unm.t CENTRO STUDI LUCA D AGLIANO DEVELOPMENT STUDIES WORKING PAPERS Workng on the Tran? The Role of Techncal Progress and Trade n Explanng Wage Dfferentals n Italan Frms Paolo Manasse* Luca
More informationDemand for U.S. Lamb and Mutton by Country of Origin: A Two-Stage Differential Approach
Demand for U.S. Lamb and Mutton by Country of Orgn: A Two-Stage Dfferental Approach Kethly G. Jones*, Wllam F. Hahn* and Chrstopher G. Davs* The authors are economsts wth the Anmal Products Branch, Markets
More informationAn 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 informationInnovation 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 informationGuidelines on Disclosure of CO 2 Emissions from Transportation & Distribution
Gudelnes on Dsclosure of CO 2 Emssons from Transportaton & Dstrbuton Polcy Research Insttute for Land, Infrastructure and Transport June 2012 Contents 1. Introducton...- 3-1.1 Purpose and concept...- 3-1.2
More informationExperiments 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 informationMore Information Isn t Always Better: The Case of Voluntary Provision of Environmental Quality. Ann L. Owen. Julio Videras.
More Informaton Isn t Always Better: The Case of Voluntary Provson of Envronmental Qualty Ann L. Owen Julo Vderas Stephen Wu Hamlton College September 2008 Abstract Ths paper adds to the lterature on the
More informationSt. Gallen, Switzerland, August 22-28, 2010
Sesson Number: Plenary Sesson 3 Tme: Tuesday, August 23, A Paper Prepared for the 31st General Conference of The Internatonal Assocaton for Research n Income and Wealth St. Gallen, Swtzerland, August 22-28,
More informationCONSUMER 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 informationChapter 11 INTERNATIONAL PRODUCTIVITY COMPARISONS AT THE INDUSTRY LEVEL. Hans Gersbach Alfred Weber-Institut, Universität Heidelberg 1
Chapter 11 INTERNATIONAL PRODUCTIVITY COMPARISONS AT THE INDUSTRY LEVEL Introducton by Hans Gersbach Alfred Weber-Insttut, Unverstät Hedelberg 1 As more and more ndustres experence the globalsaton of busness
More informationEnvironmental Accidents and Industry Structure
Envronmental Accdents and Industry Structure by Chrstopher S. Decker Mark E. Wohar Department of Economcs College of Busness Admnstraton Unversty of Nebraska at Omaha Omaha, NE 68182-0048 February 18,
More informationSpatial 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 informationINTERNATIONAL TRADE IN 1983 AND CURRENT PROSPECTS. First Assessment by the GATT Secretariat
unque le presse! LaM W1211 GenjM A We (022)»2 EMBARGO: NOT FOR PUBLICATION BEFORE 0001 GMT FRIDAY 25 MAY 1984 GATT/1358 18 May 1984 INTERNATIONAL TRADE IN 1983 AND CURRENT PROSPECTS Frst Assessment by
More informationA 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 informationNATIONAL DEMAND FOR FRESH ORGANIC AND CONVENTIONAL VEGETABLES: SCANNER DATA EVIDENCE. Feng Zhang, Chung L. Huang, Biing-Hwan Lin, James E.
NATIONAL DEMAND FOR FRESH ORGANIC AND CONVENTIONAL VEGETABLES: SCANNER DATA EVIDENCE Feng Zhang, Chung L. Huang, Bng-Hwan Ln, James E. Epperson Authors Afflatons: Feng Zhang s a Ph.D. canddate and graduate
More informationWages and wage elasticities for wine and table grapes in South Africa
Conrade Wages and wage elastctes for wne and table grapes n South Afrca B Conrade Abstract A survey of 90 wne and table grape farmers n the Western Cape puts the average wage for farm labour at R928 per
More informationLIFE CYCLE ENVIRONMENTAL IMPACTS ASSESSMENT FOR RESIDENTIAL BUILDINGS IN CHINA
Proceedngs: Indoor Ar 2005 LIFE CYCLE ENVIRONMENTAL IMPACTS ASSESSMENT FOR RESIDENTIAL BUILDINGS IN CHINA DJ Gu 1,*, JJ Lu 1, LJ Gu 1 1 Department of Buldng Scence, School of Archtecture, Tsnghua Unversty,
More informationNBER WORKING PAPER SERIES HOW LARGE ARE THE IMPACTS OF CARBON MOTIVATED BORDER TAX ADJUSTMENTS. Yan Dong John Whalley
NBER WORKING PAPER SERIES HOW LARGE ARE THE IMPACTS OF CARBON MOTIVATED BORDER TAX ADJUSTMENTS Yan Dong John Whalley Workng Paper 15613 http://www.nber.org/papers/w15613 NATIONAL BUREAU OF ECONOMIC RESEARCH
More informationTrade, Inequality, and the Endogenous Sorting of Heterogeneous Workers
Trade, Inequalty, and the Endogenous Sortng of Heterogeneous Workers Eunhee Lee Unversty of Maryland October 11, 2016 Latest verson avalable here. Abstract Ths paper presents a new framework to quanttatvely
More informationUniform 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 informationDocumento 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 informationA General Equilibrium Analysis of Agricultural Exports Growth on the Western Australian Economy
A contrbuted paper 48 th Annual Conference of the Australan Agrcultural and Resource Economcs Socety 11-13 February 2004, Melbourne, Australa A General Equlbrum Analyss of Agrcultural Exports Growth on
More informationThe 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 informationTrade and search generated unemployment
Journal of Internatonal Economcs 48 (1999) 271 299 Trade and search generated unemployment * Carl Davdson, Lawrence Martn, Steven Matusz Department of Economcs The El Broad College of Busness, Mchgan State
More informationEvaluating The Performance Of Refrigerant Flow Distributors
Purdue Unversty Purdue e-pubs Internatonal Refrgeraton and Ar Condtonng Conference School of Mechancal Engneerng 2002 Evaluatng The Performance Of Refrgerant Flow Dstrbutors G. L Purdue Unversty J. E.
More informationThe Impact of CO 2 Emission Cuts on Income
The Impact of CO 2 Emsson Cuts on Income Xaobng Zhao The W. A. Franke College of Busness, PO Box 15066 Northern Arzona Unversty Flagstaff, AZ 86011 E-mal: Xaobng.Zhao@nau.edu Phone: (928) 523-7279 Fax:
More informationDo 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 informationBattle of the Retail Channels: How Internet Selection and Local Retailer Proximity Drive Cross-Channel Competition
Assocaton for Informaton Systems AIS Electronc Lbrary (AISeL) ICIS 2007 Proceedngs Internatonal Conference on Informaton Systems (ICIS) December 2007 Battle of the Retal Channels: How Internet Selecton
More informationThe Application of Uninorms in Importance-Performance Analysis
The Applcaton of Unnorms n Importance-Performance Analyss BENOIT DEPAIRE, KOEN VANHOOF, GEERT WETS Department of Busness Studes Hasselt Unversty Campus Depenbeek, Agoralaan Gebouw D, 3590 Depenbeek BELGIUM
More informationA NONPARAMETRIC APPROACH TO SHORT-RUN PRODUCTION ANALYSIS IN A DYNAMIC CONTEXT. Elvira Silva *
A NONPARAMETRIC APPROACH TO SHORT-RUN PRODUCTION ANALYSIS IN A DYNAMIC CONTEXT By Elvra Slva * ABSTRACT A nonparametrc approach to short-run producton analyss from a cost and proft perspectves s developed
More informationVolume 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 informationImpact of Exports on the U. S. Beef Industry. Ed Van Eenoo, Everett Peterson, and Wayne Purcell *
Impact of Exports on the U. S. Beef Industry Ed Van Eenoo, Everett Peterson, and Wayne Purcell * Paper presented at the NCR-134 Conference on Appled Commodty Prce Analyss, Forecastng, and Market Rsk Management
More informationWelfare Gains under Tradable CO 2 Permits * Larry Karp and Xuemei Liu
January 18, 2001 Welfare Gans under Tradable CO 2 Permts Larry Karp and Xueme Lu Ths research was partally funded by a grant from the Insttute on Global Conflct and Cooperaton. Introducton It s easy to
More informationIntroducing income distribution to the Linder hypothesis
Introducng ncome dstrbuton to the Lnder hypothess Helena Bohman Jönköpng Internatonal Busness School Jönköpng Unversty P.O. Box 1026 SE-551 11 Jönköpng E-mal: helena.bohman@jbs.hj.se Désrée Nlsson Jönköpng
More informationEVALUATE THE IMPACT OF CONTEMPORARY INFORMATION SYSTEMS AND THE INTERNET ON IMPROVING BANKING PERFORMANCE
VOLUME 2, 2011 EVALUATE THE IMPACT OF CONTEMPORARY INFORMATION SYSTEMS AND THE INTERNET ON IMPROVING BANKING PERFORMANCE Akram Jalal Karm, Allam M. Hamdan Ahla Unversty, Kngdom of Bahran Ths paper examnes
More informationCHICKEN AND EGG? INTERPLAY BETWEEN MUSIC BLOG BUZZ AND ALBUM SALES
Assocaton for Informaton Systems AIS Electronc Lbrary (AISeL) PACIS 2009 Proceedngs Pacfc Asa Conference on Informaton Systems (PACIS) July 2009 CHICKEN AND EGG? INTERPLAY BETWEEN MUSIC BLOG BUZZ AND ALBUM
More informationKey Issues: Carbon Fertilization, Irrigation, and Trade
3 Key Issues: Carbon Fertlzaton, Irrgaton, and Trade Before proceedng to the man estmates of ths study, t s mportant to hghlght three major ssues. The frst s carbon fertlzaton. The estmates developed n
More informationCompetitive Assessment of an Oligopolistic Market Open to International Trade with Incomplete Data. Marc Ivaldi Toulouse School of Economics
Compettve Assessment of an Olgopolstc Market Open to Internatonal Trade wth Incomplete Data Marc Ivald Toulouse School of Economcs Chantal Latgé-Roucolle Ecole Natonale de l Avaton Cvle, Toulouse Marsh
More informationLogistics Management. Where We Are Now CHAPTER ELEVEN. Measurement. Organizational. Sustainability. Management. Globalization. Culture/Ethics Change
CHAPTER ELEVEN Logstcs Management McGraw-Hll/Irwn Copyrght 2011 by the McGraw-Hll Companes, Inc. All rghts reserved. Where We Are Now Relatonshps Sustanablty Globalzaton Organzatonal Culture/Ethcs Change
More information