The Linkages between Growth, Poverty and Inequality in Vietnam: An Empirical Analysis. Hoi Quoc Le *

Size: px
Start display at page:

Download "The Linkages between Growth, Poverty and Inequality in Vietnam: An Empirical Analysis. Hoi Quoc Le *"

Transcription

1 DEPOCEN Workng Paper Seres No. 200/06 The Lnkages between Growth, Poverty and Inequalty n Vetnam: An Emprcal Analyss Ho Quoc Le * * Faculty of Economcs, Natonal Economcs Unversty, Vetnam The DEPOCEN WORKING PAPER SERIES dssemnates research fndngs and promotes scholar exchanges n all branches of economc studes, wth a specal emphass on Vetnam. The vews and nterpretatons expressed n the paper are those of the author(s) and do not necessarly represent the vews and polces of the DEPOCEN or ts Management Board. The DEPOCEN does not guarantee the accuracy of fndngs, nterpretatons, and data assocated wth the paper, and accepts no responsblty whatsoever for any consequences of ther use. The author(s) remans the copyrght owner. DEPOCEN WORKING PAPERS are avalable onlne at

2 The Lnkages between Growth, Poverty and Inequalty n Vetnam: An Emprcal Analyss Ho Quoc Le* Faculty of Economcs Natonal Economcs Unversty, Vetnam November 2008 Abstract Ths paper examnes how ntal nequalty and poverty rate are related to subsequent economc growth n the provncal level of Vetnam. The results show a robust negatve relatonshp between ntal poverty rate and subsequent economc growth. However, there s no lnk between ntal nequalty and subsequent economc growth. The results also show that lower nequalty leads to lower poverty rate and poverty reducton could help to reduce nequalty. Other determnants of nequalty and poverty reducton nclude human captal, nvestment, GDP growth rate and trade openness. The man polcy mplcaton that emerges from ths paper s that concentratng on poverty elmnaton wll help us to buld a more equtable socety wthout sacrfcng economc growth. Key words: poverty, nequalty, economc growth, Vetnam. *Author address: Ho Quoc Le, Faculty of Economcs, Natonal Economcs Unversty, 207 Ga Phong Road, Hano, Vetnam. Emal: holq@neu.edu.vn. Telephone:

3 . Introducton The lnks between growth, poverty and nequalty have long been nvestgated. Earler researchers lke Lews (954) and Kuznets (955) were prmarly nterested n the dstrbutonal consequences of economc development. In recent years, the renvgorated nterest n the endogenous growth theory has fuelled substantal research nto the exploraton of the mpact of nequalty on growth. Whle the emergng domnant vew s that nequalty s harmful for growth (Aghon al et. 999; Perott, 996; Persson and Tabelln, 994; Alesna and Rodrck, 994), some researchers have provded evdence to the contrary (L and Zou, 998; Partrdge, 997). Theoretcally, the channels through whch ths mpact s transmtted dffer n accordance wth the model used. Relable emprcal testng of these theores has been hampered by the lack of qualty data. A number of emprcal studes n ths feld s based prmarly on cross-secton country data, whch suffer from a lack of unformty. As the countres under consderaton are at dfferent stages of economc development, usng the avalable cross- country data to test the varous hypotheses of the lnkages among growth, poverty and nequalty does not yeld conclusve results. Ths paper ams to explore how ntal nequalty and poverty rate are related to subsequent economc growth n provnces of Vetnam. I consder both nequalty and poverty as they represent two dstnct areas of nterest. Whle the former deals wth the dsperson of ncome n each provnce, the latter focuses on the lower end of the ncome dstrbuton. Moreover, many of the theoretcal arguments relatng nequalty to growth are actually better suted to explan the relatonshp between poverty and growth. Therefore, ncludng both poverty and nequalty n the analyss ensures that the separate contrbutons of these two related, but dstnct, factors to economc growth are properly dentfed. Unlke most other related studes n the lterature, ths paper analyses a cross-secton of provnces rather than countres. Whle provnces are soco-economc enttes n ther own rght, they are partcularly relevant for studyng the relatonshp between growth, poverty and nequalty snce they are less arbtrary spatal-economc unts compared to cross-secton of countres, and they represent economes that are at relatvely smlar stages of development. In addton, as most of the relevant data for provnces are only obtaned from the General Statstc Offce of Vetnam, the ssue of non-unform methodologes and defnton does not pose a serous problem when dealng wth provnces. Hence, ths study on the relatonshp between ncome dstrbuton, poverty and growth s more relable than many of the studes n the lterature. The paper s organzed as follows. Secton 2 brefly revews the varous exstng theores on the mechansms through whch nequalty affects economc growth. Secton 3 presents the emprcal framework used to test the lnkages between growth, poverty and nequalty. 2

4 The emprcal results are presented n secton 4 and 5, and the fnal secton provdes concludng remarks. 2. Theoretcal lnks between poverty, nequalty and growth The work of Kuznets (955) s perhaps the startng pont for examnng the lnks between poverty, nequalty and growth. Kuznets hypotheszes that growth and nequalty are related n an nverted U-shaped curve. In the early stages of economc development, nequalty ncrease as a result of the shft of people from the large, relatvely poor and egaltaran agrcultural sector to the small, ndustral sector that s rcher but relatvely unequal. In the latter stages, however, as a bulk of the populaton shfts to the urban sector, there s an ncrease n the relatve wages of the poorer workers n both urban and rural sectors, and varous polcy measures are also mplemented to reduce ntra- and ntersectoral nequalty. Therefore, overall ncome nequalty n the economy decreases n the latter stages of development. One mplcaton of the Kuznets hypothess s that f, n early stages, economc growth leads to more nequalty, then poverty mght take many years to decrease n the developng world. In recent years, a number of theoretcal studes has tred to examne the lnks between nequalty and growth. Rather than focusng on the Kuznets hypothess, the renvgated nterest n the endogenous growth theory has provded substantal research nto the exploraton of the mpact of nequalty on growth. Although almost all the studes undertaken on the topc show a negatve effect of nequalty on growth, the channels through whch ths effect s transmtted dffer n accordance wth the model used. There are sx man famles of models whch explore the lnks between growth and nequalty: the poltcal economy model (PE), the captal market mperfecton model (CM), the ntegrated model (INT), the soco-poltcal nstablty model (PI), the fertlty/educaton ssue model (FE), and the socal comparsons model (SC). We now turn to brefly revew these models. PE model (Alesna and Rodrk, 994; Persson and Tabelln, 994; Bertola, 993; Perott, 992): Ths model tres to buld a brdge between theores of endogenous growth and theores of endogenous poltcal economy. In democratc socetes, the level of taxaton s decded by the medan voter. Taxaton s assumed to be proportonal to ncome, and publc expendture progressve as tax revenues are redstrbuted lump-sum to everyone. Hence, the beneft receved by the poor s greater than the benefts receved by the rch. Thus, the poor would prefer a hgh level of taxaton-redstrbuton. Snce n unequal socetes the ncome of the medan voter s slower than the mean ncome, majorty rule would dctate a hgh level of redstrbuton whch n turn dscourages nvestment by depressng ts net return and lowers growth. The negatve mpact of nequalty would be attenuated by the degree of wealth bas of the system aganst the poor. The more a socety moves away from the democratc archetype of one man, one vote, the less t s possble to reduce the level 3

5 of nequalty through redstrbuton. CM model (Chou, 998; Aghon and Bolton, 997; Galor and Zera, 993; and Sant-Paul and Verder, 993): Ths model s based on the role played by mperfectons n the captal markets. Specfcally, n socetes where agents do not have free access to borrowng, nequalty mples that a relatvely large share of the populaton s below the threshold cost of educaton. Therefore, nvestment n captal human captal s low, and f growth s enhanced by nvestment n human captal, growth s low too. Redstrbuton ncreases total output and growth because t allows the poor to nvest n human captal. If captal markets tend to mprove as an economy develops, then the effects related to captal-market mperfectons are more mportant n poor economes than n rch ones. Therefore, the predcted effects of nequalty on economc growth would be larger n magntude for poor economes than for rch ones. It s also noted that the credt market mperfecton arguments are actually better suted to explan the relatonshp between poverty rate and economc growth. Whle hgher nequalty does not always mply that a larger fracton of the populaton s too poor to gan access to credt, a hgher poverty rate unambguously means that more people are credt-constraned. For example, nequalty n an economy could be hgh even though all the people n the economy are relatvely well off. Therefore, we should expect a negatve relatonshp between poverty rate and economc growth. INT model (Benabou, 996): Ths model provdes an ntegrated framework n whch the mpact of redstrbuton on growth s not necessarly lnear. There are two opposte effects. Redstrbuton s good f publc expendture goes to fnance educaton n a world wth mperfect captal markets, and bad f t only transfers ncome from the rch to the poor because t depresses the net return to nvestment of the rch. Therefore, growth s nverted- U shaped wth respect to redstrbuton and dstrbuton s U-shaped wth respect to nequalty. PI model (Alesna et al. 996; Benhabb and Rustchn, 996; Grossman and Km, 996; Fay, 993): Ths model emphasses the consequence of nequalty on poltcal nstablty and socal unrest. Accordng to the PI model, nequalty s an mportant determnant of soco-poltcal nstablty and ths has negatve effects on growth through lower expected returns to nvestment. Specfcally, nequalty exacerbates socal conflct whch n turn makes property rghts less secure and reduces growth. Moreover, the partcpaton of the poor n crme and other ant-socal actons represents a drect waste of resources because the tme and energy of the crmnals are not devoted to productve efforts. Defensve efforts by potental vctms represent a further loss of resources. FE model (Perott, 996): Accordng to the FE model, nequalty has a negatve effect on economc growth through the dstorton of the households decsons on educaton and fertlty. Parents have to optmse the use of the household s resources, alternatvely 4

6 through an mprovement n qualty (educaton) or n quantty (fertlty) of ther offsprng. Snce educaton has a cost equal to the ncome foregone whle at school, poor households do not nvest n human captal but n the quantty of chldren. However, growth s only enhanced by nvestment n human captal, therefore, ceters parbus, a socety n whch there s hgh nequalty presents a relatvely large number of poor households whch nvest n quantty rather than educaton. The hgh fertlty rate of ths socety leads to low growth. SC model (Knell, 998): Ths model s bult on the Benabou model (996), n whch ndvduals make socal comparsons. The model s based on the assumpton that maxmsaton of ndvdual utlty does not depend solely on own consumpton but also on the average consumpton of some reference group. In an unequal socety, poor households are tempted to conform to the norms and to fulfl socal needs and expectatons by nvolvng n hgher consumpton actvtes and by lowerng nvestment n human captal n order to reduce the gap wth rch households. These actvtes maxmse present welfare but go to the detrment of future welfare and growth. As the above dscusson shows, nequalty and poverty can affect growth through varous mechansms that often work n opposte drectons. It s not possble to predct whch mechansms are domnant by usng theory alone. Emprcal nvestgaton s therefore the key to understandng the relatonshp between nequalty, poverty and growth. 3. Emprcal framework The purpose of the paper s to explore the relatonshp between ntal nequalty, poverty and growth at the provncal level of Vetnam. As the prevous emprcal studes, the followng specfcaton s used: GROWTH = β + β 2 INEQ + β 3POV + β X + ε () Where GROWTH s the average growth rate of GDP n a provnce over the perod under consderaton, INEQ s a measure of ntal nequalty, POV s the rate of poverty and X s a vector of control varables. Poverty rate (POV) s defned as the fracton of people below the poverty lne. The poverty lne corresponds to the expendture (ncludng the value of home producton and adjusted regonal and seasonal prce dfferences) requred to purchase 200 Kcal per person per day usng the food basket of households n the thrd quntle, plus a non-food allowance equal to what households the thrd quntle spend on non-food tems. The percepton of nequalty depends on the nequalty ndex used. Indces are nether cardnally nor ordnally equvalent and some of them lack basc propertes that good ndces should have. We take ths problem nto consderaton by runnng the econometrc 5

7 tests to alternatve specfcatons of the varable INEQ. In ths paper, we use two measures of nequalty - the GINI coeffcent and the rato of ncome shares gong to the top and bottom quntles of the populaton. The GINI coeffcent s the most wdely used aggregate measure of nequalty for the whole populaton n an economy. It s based on the Lorenz curve, whch descrbes the cumulatve dstrbuton of ncome (or expendture) as a functon of cumulatve dstrbuton of households (Cowell, 995). More specfcally, the GINI coeffcent s the area above the Lorenz curve and below the dagonal 45 degree lne dvded by the area under the dagonal lne. The Vetnam lvng standard household survey data (VHLSS) nclude the number of households n dfferent expendture ranges and the expendture of each ndvdual household. Usng nformaton about the proporton of people below dfferent levels of per capta expendture, the GINI coeffcent can be derved as follows: N GINI = 2 ( P + P + ) ( X + X + ) ( P + P ) (2) = 2 2 Where P s cumulatve share of the populaton for nterval and X s the cumulatve share of expendture for nterval. The frst term n the large parentheses s the heght of each slce, from the dagonal lne down to the Lorenz curve, whle the last term n small parentheses s the wdth of each slce. In ths paper, nequalty of consumpton expendture rather than ncome s analysed because consumpton s consdered a better measure of human well-beng. Also, relatve to the ncome varable, consumpton shows less volatlty as t s not so vulnerable to dosyncratc shocks. Accordng to Deaton (997), consumpton data are less nfluenced by measurement errors, partcularly for rural households. The man drawback of the GINI coeffcent s that because t s a measure of aggregate nequalty, t fals to completely capture certan changes n the underlyng ncome dstrbuton. Dennger and Squre (996) recommend reportng nformaton on the ncome shares by quntles to overcome ths problem. Drawng from ther suggeston, we supplement each GINI measure by the correspondng rato of the total ncome gong to the rchest and the poorest 20% (quntles) of the populaton. Apart from INEQ and POV varables, our vector of control varables follows a standard approach wdely used n the lterature and ncludes GDP per capta level (GDPPC) at the begnnng of the perod (to check for the convergence hypothess), the average rato of nvestment to GDP over the perod (INVEST), and a measure of human captal (HUMCAP). The best proxy for the measure of human captal has been consdered s the average schoolng years n the adult populaton. The other varables taken nto 6

8 consderaton such as the enrolment rato n prmary, secondary or hgher educaton can nstead be consdered as proxes for human captal. Observe that n the above framework, we are studyng how the ntal values of the ndependent varables INEQ, POV and GDPPC are related to subsequent GDP growth rate. Ths framework avods problems of endogenety or smultanety bas assocated wth these four varables. Whle t s true that GDPPC can affect subsequent nequalty and poverty rate, ths s a recursve relaton rather than a smultaneous equaton relaton and hence does not nfluence the estmaton of equaton. Whle several other varables have been suggested to be lnked to growth, we decde to keep the vector of control varables relatvely small, n the dffcult exercse of balancng the rsks of multcollnearty wth the rsks of omtted varable bas. However, we test the model wth several alternatve confguratons of the controls. The basc model only ncludes GDPPC, INVEST, and HUMAN. In fact, many of the other varables are found to be hghly correlated to GDP, to HUMAN, to POV or to INEQ. The data used n ths paper come from the General Statstc Offce of Vetnam. The data cover a total of 6 provnces of Vetnam. Data on GDP growth rate, nvestment, human captal, trade openness, GDP per capta at the provncal level are only avalable from 996 to Therefore, we are able to examne the relatonshp between ntal nequalty, poverty and growth for the perod of 996 to Data on poverty rate and the GINI coeffcent are computed by usng data from the four Vetnam lvng standard household surveys whch were mplemented by GSO n 993, 998, 2002, and The basc statstcs of the varables are provded n Table n Appendx. Accordng to the fgure n the table, whle mean GDP per capta and nequalty ncreased between 996 and 2004, the poverty rate decreased durng ths perod. Table 2 n Appendx provdes the correlaton matrx of varables used n ths paper. As shown, the correlaton of GDP growth rate wth ndependent varables s weak; there s a weak possblty that the sgns of these relatonshps may change when the regresson n equaton s estmated. 4. Emprcal results on the lnks between poverty, nequalty and growth The regressons, 2 and 3 n Table are based on equaton, but they test the relatonshp between growth rate of GDP (the dependent varable) and each of the two provncal characterstcs under consderaton ntal poverty rate and ntal nequalty one at a tme. All the estmatons are performed usng OLS wth Whte s correcton for heteroscedastcty. Regresson, whch consders only POVRATE 996, shows a negatve and statstcally sgnfcant relatonshp between POVRATE 996 and subsequent GDP growth rate. Ths mples that provnces wth hgher ntal poverty rate experence slower GDP growth rate. 7

9 Regressons 2 and 3 n Table show that coeffcents on both GINI and TOPBOTTOM are negatve, but not sgnfcant. Ths mples that ntal nequalty does not affect subsequent economc growth. Ths can be explaned by the fact that there are many opposng mechansms through whch nequalty can affect growth. The results presented here ndcate that, on the whole, the mechansms through whch nequalty leads to hgher growth are offset by the opposng mechansms through whch nequalty harms growth. Regressons 4 and 5 n Table nclude varables of all provncal characterstcs as ndependent varables n equaton. Lke the results n regressons, 2 and 3, the results n regressons 4 and 5 do not show the relatonshp between ntal nequalty and growth, but they support the fndng that hgh poverty rate s negatvely assocated wth subsequent growth rate of GDP. In all the regressons, GDPPC 996 s postvely and sgnfcantly related to the subsequent growth rate of GDP. Ths ndcates that on the average, provnces wth hgh ntal GDP per capta have a hgher GDP growth rates. Ths result s surprsng n that ts does not support the theory of condtonal convergence among economes (Barro, 99; Mankw et al., 992; Sala-- Martn, 996). Ths can be explaned by the fact n Vetnam that durng the transton perod from a centrally plannng economy to a market economy, economc opportuntes are emboded by rch provnces wth hgh level of ncome per capta and resource advantages. As a result, these provnces often sustan hgher GDP growth rate than the others. Smlarly, the vtal role of human captal and nvestment s shown n all the regressons as the coeffcents on HUMCAP and INVEST are postve and statstcally sgnfcant. Table : The mpact of poverty and nequalty on growth Explanatory varable POVRATE (0.0)** (0.0)** (0.0)** GINI (3.96) (3.9) TOPBOTTOM (0.7) (0.7) GDPPC (0.00)* (0.00)** (0.00)** (0.00)* (0.00)** INVEST

10 (0.0)*** (0.0)** (0.0)** (0.0)*** (0.0)** HUMCAP (0.03)** (0.03)* (0.03)* (0.03)** (0.03)** Intercept (3.76) (4.7) (3.92) (4.06) (3.82) N R squared The dependent varable s the average growth rate of GDP between 996 and Standard errors are n parentheses. *, **, and *** denote sgnfcance at 0%, 5% and % level respectvely. 5. Determnants of poverty and nequalty The prevous secton sheds lght on how ntal nequalty and poverty rate are related to subsequent GDP growth rate. Ths secton turns to examne the determnants of poverty and nequalty n Vetnam. As the prevous emprcal studes, the followng specfcaton s used: POVRATE = δ + α X + ε INEQUALITY = δ + α X + ε Where POVRATE and INEQUALITY are the rate of poverty and nequalty n provnce respectvely. X s vectors of control varables. Our vector of control varables follows a standard approach wdely used n the lterature and ncludes the growth rate of GDP per capta level (GDPPC), a measure of ntal nequalty (INEQ), the rato of nvestment to GDP over the perod (INVEST), trade openness (OPENNESS) and a measure of human captal (HUMCAP). The best proxy for the measure of human captal has been consdered the average schoolng years n the adult populaton. The other varables taken nto consderaton such as the enrolment rato n prmary, secondary or hgher educaton can nstead be consdered as proxes for human captal. Trade openness s measured as the rato of exports and mports to GDP. The percepton of nequalty depends on the nequalty ndex used. Indces are nether cardnally nor ordnally equvalent and some of them lack basc propertes that good ndces should have. We take ths problem nto consderaton by runnng the econometrc tests to alternatve specfcatons of the varable INEQ. We use two measures of nequalty - the GINI coeffcent and the rato of ncome shares gong to the top and bottom quntles of the populaton (TOPBOTTOM). 9

11 The results n Table 2 show that the coeffcent on the growth rate of GDP per capta (GDPPC) s negatve and statstcally sgnfcant n both regressons, and the correspondng standardzed coeffcent n each case s also larger than the standardzed coeffcents for most of the other ndependent varables. Thus, these regressons ndcate that a hgher growth rate of GDP per capta s assocated wth lower rate of poverty n the future, a fndng that s consstent wth the wdely held vew among economsts. The coeffcents on the GINI coeffcent (GINI) and the rato of ncome shares gong to the top and bottom quntles of the populaton (TOPBOTTOM) are postve and sgnfcant. Ths mples that provnces wth a hgher level of nequalty wll have a hgher rate of poverty n the future. Ths result also supports the dea that poverty reducton depends on the level of nequalty. Another result of the regressons s that provnces wth hgher level of human captal and hgher level of openness have, on the average, lower end-of-perod poverty rate. The postve mpact of nvestment on poverty rate mples that provnces wth hgher poverty rate have a hgher rato of nvestment to GDP. Table 2: Determnants of poverty Explanatory varable 2 GDPPC GINI 996 TOPBOTTOM 996 INVEST HUMCAP OPENNESS Intercept N R squared (0.9)* 0.30 (0.8)* 0.23 (0.04)*** (0.05)* (0.0)*** 5.0 (.02) (0.20)* 0.58 (0.28)* 0.23 (0.04)*** -0. (0.06)* (0.0)*** 4.27 (8.93)

12 The dependent varable s the rate of poverty n Standard errors are n parentheses. *, **, and *** denote sgnfcance at 0%, 5% and % level respectvely. The regresson results n Table 3 present the determnants of nequalty. As shown, the coeffcents on GINI 996 and TOPBOTTOM 996 are sgnfcant and have a standardzed value that s much larger than all other standardzed coeffcents. Thus, ntal level of nequalty s, by far, the most mportant determnants of future nequalty. Smlarly, as we can see from the Table 3, the ntal poverty level s clearly the mportant determnant of end-of-perod nequalty. Also, as shown n the prevous secton, hgher ntal nequalty contrbutes to hgher end-of-perod poverty. These fndngs suggest that a reducton n poverty could help reduce future nequalty and vce versa. Another fndng s that provnces wth hgher ntal GDP per capta have a hgher nequalty n the future. Trade openness s postvely and sgnfcantly related to nequalty, mplyng that provnces wth hgher level of openness have a hgher future nequalty. Table 3: Determnants of nequalty Explanatory varable GINI 2004 TOPBOTTOM 2004 GINI (0.)** TOPBOTTOM GDP POVRATE 996 INVEST GDPPC 996 HUMCAP OPENNESS (0.00) 0.6 (0.05)*** 0.0 (0.02) (0.000)** 0.0 (0.05)** 0.03 (0.0)** (0.07)** (0.05) 0.05 (0.02)** 0.00 (0.009) 0.00 (0.0005)** 0.0 (0.0) 0.03 (0.0)**

13 Intercept N R squared 0.06 (0.06) (0.47) The dependent varables are GINI 2004 and TOPBOTTOM Standard errors are n parentheses. *, **, and *** denote sgnfcance at 0%, 5% and % level respectvely. 6. Concludng remarks Ths paper has analysed the relatonshp between growth, poverty and nequalty n Vetnam from 996 to 2004 by usng the provncal data and data from household lvng standard surveys. The most robust result has been the negatve assocaton between poverty rate and subsequent GDP growth rate. Moreover, hgher ntal poverty level leads to hgher nequalty n the future. The emprcal results show no evdence of the relaton between nequalty and the growth rate of GDP. As dscussed n secton 4 of the paper, there are a number of arguments we can make to explan the observed relatonshp. More specfcally, there are many opposng mechansms or channels through whch nequalty can affect growth. The results presented here ndcate that, on the whole, the mechansms through whch nequalty leads to hgher growth are offset by the opposng mechansms through whch nequalty harms growth. The next step n ganng a deeper understandng of the nequalty-growth relatonshp would nvolve solatng and testng these varous mechansms to determne ther relatve mportance to the growth process. Such an undertakng, however, s beyond the scope of ths paper, and must be set asde for future research. Gven emprcal fndngs n ths paper, we can pont out some polcy mplcatons. Frst, t s necessary to pont out that no relatonshp between nequalty and GDP growth rate does not mean that redstrbutve polces are undesrable. But t does mply that when GDP growth s major objectve, we should pursue redstrbutve polces wth cauton and choose polces that are least dstortonary n the economc sense. Second, the results present good news to those who see poverty elmnaton as an ntegral part of economc development polcy. They ndcate that reducng poverty, apart from helpng the most vulnerable segments of socety, s benefcal from the perspectve of mprovng the future dstrbuton of ncome and promotng economcs growth. In other words, there s defntely no trade-off between poverty reducton and economc growth. Thrd, the results suggest that lower nequalty leads to lower poverty rate and poverty reducton could help to reduce nequalty, therefore concentratng on poverty elmnaton wll also help us to buld a more equtable socety wthout sacrfcng economc growth. Pursut of ant-poverty polces, 2

14 therefore, appears to be a very desrable poltcal objectve. References Aghon, P., Carol, E., and Garca-Penalosa, C. 999, Inequalty and economc growth: The perspectve of the new growth theores, Journal of Economc Lterature, 37. Alesna, A and Perott, D. 996, Income dstrbuton, poltcal nstablty and nvestment, European Economc Revew, 40 (6). Alesna, A and Rodrck, D. 994, Dstrbutve poltcs and economc growth, Quarterly Journal of Economcs, 09. Barro, R. 999, Inequalty, growth and nvestment, NBER workng paper, 7038, Massachusetts. Benabou, R. 996, Inequalty and growth, NBER Macroeconomcs Annual. Benhabb, J and Speegel, A. 996, Socal conflc and growth, Journal of Economc Growth, (). Bertola, G. 993, Factor shares and savngs n endogenous growth, Amercan Economc Revew, 83(5). Chu, W. 998, Income nequalty, human captal accumulaton and economc performance, The Economc Journal, 08 (446). Deaton, A. 997, The nanlyss of household surveys: a mcro-econometrc approach to development polcy, Johns Hopkns Unversty Press, Baltmore and London. Dennger, K. and Squre, L. 998, New ways of lookng at old ssues: Inequalty and growth, Journal of Development Economcs, 57. Galor, O and Zera, J. 993, Income dstrbuton and macroeconomcs, Revew of Economc Studes, 60. Knell, M. 998, Socal comparsons, nequalty and growth, Mmeo, unversty of Zurch. Kuznets, S 955, Economc growth and ncome nequalty, Amercan Economc Revew, 45 (). L, H and Zou, H. 998, Income equalty s not harmful for growth: theory and evdence, Revew of Development Economcs, 2. Perott, M. 993, Poltcal equlbrum, ncome dstrbuton and growth, Revew of Economc Studes, 60(4). Persson, T and Tabelln, G. 994, Is nequalty harmful for growth? Amercan Economc Revew, 84(3). 3

15 Sala--Martn, X. 997, I just run two mllon regressons, Amercan economc revew, Proceedng and Papers, 87(2). Vetnam Government Statstc Offce, varous year, Vetnam Lvng Standard Survey, Hano. Appendx Table : Descrptve Statstcs Varable Mean Mnmum Maxmum Std. Dev. GDP GDPPC POVRATE POVRATE GINI GINI TOPBOTTOM TOPBOTTOM INVEST HUMCAP OPENNESS

16 Table 2: Correlaton matrx for the varables used X X2 X3 X4 X5 X6 X7 X8 X9 X0 X X: GDP X2: GDPPC X3: POVRATE X4: POVRATE X5: GINI X6: GINI X7: TOPBOTTOM X8: TOPBOTTOM X9: INVEST X0: HUMCAP X: OPENNESS

MgtOp 215 Chapter 13 Dr. Ahn

MgtOp 215 Chapter 13 Dr. Ahn MgtOp 5 Chapter 3 Dr Ahn Consder two random varables X and Y wth,,, In order to study the relatonshp between the two random varables, we need a numercal measure that descrbes the relatonshp The covarance

More information

Domestic Savings and International Capital Flows

Domestic Savings and International Capital Flows Domestc Savngs and Internatonal Captal Flows Martn Feldsten and Charles Horoka The Economc Journal, June 1980 Presented by Mchael Mbate and Chrstoph Schnke Introducton The 2 Vews of Internatonal Captal

More information

THE VOLATILITY OF EQUITY MUTUAL FUND RETURNS

THE VOLATILITY OF EQUITY MUTUAL FUND RETURNS North Amercan Journal of Fnance and Bankng Research Vol. 4. No. 4. 010. THE VOLATILITY OF EQUITY MUTUAL FUND RETURNS Central Connectcut State Unversty, USA. E-mal: BelloZ@mal.ccsu.edu ABSTRACT I nvestgated

More information

Spatial Variations in Covariates on Marriage and Marital Fertility: Geographically Weighted Regression Analyses in Japan

Spatial Variations in Covariates on Marriage and Marital Fertility: Geographically Weighted Regression Analyses in Japan Spatal Varatons n Covarates on Marrage and Martal Fertlty: Geographcally Weghted Regresson Analyses n Japan Kenj Kamata (Natonal Insttute of Populaton and Socal Securty Research) Abstract (134) To understand

More information

An Application of Alternative Weighting Matrix Collapsing Approaches for Improving Sample Estimates

An Application of Alternative Weighting Matrix Collapsing Approaches for Improving Sample Estimates Secton on Survey Research Methods An Applcaton of Alternatve Weghtng Matrx Collapsng Approaches for Improvng Sample Estmates Lnda Tompkns 1, Jay J. Km 2 1 Centers for Dsease Control and Preventon, atonal

More information

A Utilitarian Approach of the Rawls s Difference Principle

A Utilitarian Approach of the Rawls s Difference Principle 1 A Utltaran Approach of the Rawls s Dfference Prncple Hyeok Yong Kwon a,1, Hang Keun Ryu b,2 a Department of Poltcal Scence, Korea Unversty, Seoul, Korea, 136-701 b Department of Economcs, Chung Ang Unversty,

More information

3/3/2014. CDS M Phil Econometrics. Vijayamohanan Pillai N. Truncated standard normal distribution for a = 0.5, 0, and 0.5. CDS Mphil Econometrics

3/3/2014. CDS M Phil Econometrics. Vijayamohanan Pillai N. Truncated standard normal distribution for a = 0.5, 0, and 0.5. CDS Mphil Econometrics Lmted Dependent Varable Models: Tobt an Plla N 1 CDS Mphl Econometrcs Introducton Lmted Dependent Varable Models: Truncaton and Censorng Maddala, G. 1983. Lmted Dependent and Qualtatve Varables n Econometrcs.

More information

ON THE DYNAMICS OF GROWTH AND FISCAL POLICY WITH REDISTRIBUTIVE TRANSFERS

ON THE DYNAMICS OF GROWTH AND FISCAL POLICY WITH REDISTRIBUTIVE TRANSFERS O THE DYAMICS OF GROWTH AD FISCAL POLICY WITH REDISTRIBUTIVE TRASFERS by* Hyun Park Unversty of Essex and Apostols Phlppopoulos Athens Unversty of Economcs and Busness May 25, 999 Abstract: Ths paper formalzes

More information

ECONOMETRICS - FINAL EXAM, 3rd YEAR (GECO & GADE)

ECONOMETRICS - FINAL EXAM, 3rd YEAR (GECO & GADE) ECONOMETRICS - FINAL EXAM, 3rd YEAR (GECO & GADE) May 17, 2016 15:30 Frst famly name: Name: DNI/ID: Moble: Second famly Name: GECO/GADE: Instructor: E-mal: Queston 1 A B C Blank Queston 2 A B C Blank Queston

More information

Raising Food Prices and Welfare Change: A Simple Calibration. Xiaohua Yu

Raising Food Prices and Welfare Change: A Simple Calibration. Xiaohua Yu Rasng Food Prces and Welfare Change: A Smple Calbraton Xaohua Yu Professor of Agrcultural Economcs Courant Research Centre Poverty, Equty and Growth Unversty of Göttngen CRC-PEG, Wlhelm-weber-Str. 2 3773

More information

UNIVERSITY OF NOTTINGHAM

UNIVERSITY OF NOTTINGHAM UNIVERSITY OF NOTTINGHAM SCHOOL OF ECONOMICS DISCUSSION PAPER 99/28 Welfare Analyss n a Cournot Game wth a Publc Good by Indraneel Dasgupta School of Economcs, Unversty of Nottngham, Nottngham NG7 2RD,

More information

CHAPTER 9 FUNCTIONAL FORMS OF REGRESSION MODELS

CHAPTER 9 FUNCTIONAL FORMS OF REGRESSION MODELS CHAPTER 9 FUNCTIONAL FORMS OF REGRESSION MODELS QUESTIONS 9.1. (a) In a log-log model the dependent and all explanatory varables are n the logarthmc form. (b) In the log-ln model the dependent varable

More information

University of Toronto November 9, 2006 ECO 209Y MACROECONOMIC THEORY. Term Test #1 L0101 L0201 L0401 L5101 MW MW 1-2 MW 2-3 W 6-8

University of Toronto November 9, 2006 ECO 209Y MACROECONOMIC THEORY. Term Test #1 L0101 L0201 L0401 L5101 MW MW 1-2 MW 2-3 W 6-8 Department of Economcs Prof. Gustavo Indart Unversty of Toronto November 9, 2006 SOLUTION ECO 209Y MACROECONOMIC THEORY Term Test #1 A LAST NAME FIRST NAME STUDENT NUMBER Crcle your secton of the course:

More information

University of Toronto November 9, 2006 ECO 209Y MACROECONOMIC THEORY. Term Test #1 L0101 L0201 L0401 L5101 MW MW 1-2 MW 2-3 W 6-8

University of Toronto November 9, 2006 ECO 209Y MACROECONOMIC THEORY. Term Test #1 L0101 L0201 L0401 L5101 MW MW 1-2 MW 2-3 W 6-8 Department of Economcs Prof. Gustavo Indart Unversty of Toronto November 9, 2006 SOLUTION ECO 209Y MACROECONOMIC THEORY Term Test #1 C LAST NAME FIRST NAME STUDENT NUMBER Crcle your secton of the course:

More information

>1 indicates country i has a comparative advantage in production of j; the greater the index, the stronger the advantage. RCA 1 ij

>1 indicates country i has a comparative advantage in production of j; the greater the index, the stronger the advantage. RCA 1 ij 69 APPENDIX 1 RCA Indces In the followng we present some maor RCA ndces reported n the lterature. For addtonal varants and other RCA ndces, Memedovc (1994) and Vollrath (1991) provde more thorough revews.

More information

Labor Market Transitions in Peru

Labor Market Transitions in Peru Labor Market Transtons n Peru Javer Herrera* Davd Rosas Shady** *IRD and INEI, E-mal: jherrera@ne.gob.pe ** IADB, E-mal: davdro@adb.org The Issue U s one of the major ssues n Peru However: - The U rate

More information

Quiz 2 Answers PART I

Quiz 2 Answers PART I Quz 2 nswers PRT I 1) False, captal ccumulaton alone wll not sustan growth n output per worker n the long run due to dmnshng margnal returns to captal as more and more captal s added to a gven number of

More information

Evaluating Performance

Evaluating Performance 5 Chapter Evaluatng Performance In Ths Chapter Dollar-Weghted Rate of Return Tme-Weghted Rate of Return Income Rate of Return Prncpal Rate of Return Daly Returns MPT Statstcs 5- Measurng Rates of Return

More information

WPS4077 THE COMPOSITION OF GROWTH MATTERS FOR POVERTY ALLEVIATION * Abstract

WPS4077 THE COMPOSITION OF GROWTH MATTERS FOR POVERTY ALLEVIATION * Abstract Publc Dsclosure Authorzed Publc Dsclosure Authorzed Publc Dsclosure Authorzed Publc Dsclosure Authorzed THE COMPOSITION OF GROWTH MATTERS FOR POVERTY ALLEVIATION * Norman Loayza The World Bank Abstract

More information

Tests for Two Correlations

Tests for Two Correlations PASS Sample Sze Software Chapter 805 Tests for Two Correlatons Introducton The correlaton coeffcent (or correlaton), ρ, s a popular parameter for descrbng the strength of the assocaton between two varables.

More information

R Square Measure of Stock Synchronicity

R Square Measure of Stock Synchronicity Internatonal Revew of Busness Research Papers Vol. 7. No. 1. January 2011. Pp. 165 175 R Square Measure of Stock Synchroncty Sarod Khandaker* Stock market synchroncty s a new area of research for fnance

More information

Highlights of the Macroprudential Report for June 2018

Highlights of the Macroprudential Report for June 2018 Hghlghts of the Macroprudental Report for June 2018 October 2018 FINANCIAL STABILITY DEPARTMENT Preface Bank of Jamaca frequently conducts assessments of the reslence and strength of the fnancal system.

More information

Political Economy and Trade Policy

Political Economy and Trade Policy Poltcal Economy and Trade Polcy Motvaton When asked why no free trade?, most nternatonal economsts respond t must be poltcs In representatve democraces, trade polcy shaped not only by general electorate,

More information

2) In the medium-run/long-run, a decrease in the budget deficit will produce:

2) In the medium-run/long-run, a decrease in the budget deficit will produce: 4.02 Quz 2 Solutons Fall 2004 Multple-Choce Questons ) Consder the wage-settng and prce-settng equatons we studed n class. Suppose the markup, µ, equals 0.25, and F(u,z) = -u. What s the natural rate of

More information

Macroeconomic Theory and Policy

Macroeconomic Theory and Policy ECO 209 Macroeconomc Theory and Polcy Lecture 7: The Open Economy wth Fxed Exchange Rates Gustavo Indart Slde 1 Open Economy under Fxed Exchange Rates Let s consder an open economy wth no captal moblty

More information

Network Analytics in Finance

Network Analytics in Finance Network Analytcs n Fnance Prof. Dr. Danng Hu Department of Informatcs Unversty of Zurch Nov 14th, 2014 Outlne Introducton: Network Analytcs n Fnance Stock Correlaton Networks Stock Ownershp Networks Board

More information

Real Exchange Rate Fluctuations, Wage Stickiness and Markup Adjustments

Real Exchange Rate Fluctuations, Wage Stickiness and Markup Adjustments Real Exchange Rate Fluctuatons, Wage Stckness and Markup Adjustments Yothn Jnjarak and Kanda Nakno Nanyang Technologcal Unversty and Purdue Unversty January 2009 Abstract Motvated by emprcal evdence on

More information

Consumption Based Asset Pricing

Consumption Based Asset Pricing Consumpton Based Asset Prcng Mchael Bar Aprl 25, 208 Contents Introducton 2 Model 2. Prcng rsk-free asset............................... 3 2.2 Prcng rsky assets................................ 4 2.3 Bubbles......................................

More information

Spurious Seasonal Patterns and Excess Smoothness in the BLS Local Area Unemployment Statistics

Spurious Seasonal Patterns and Excess Smoothness in the BLS Local Area Unemployment Statistics Spurous Seasonal Patterns and Excess Smoothness n the BLS Local Area Unemployment Statstcs Keth R. Phllps and Janguo Wang Federal Reserve Bank of Dallas Research Department Workng Paper 1305 September

More information

Teaching Note on Factor Model with a View --- A tutorial. This version: May 15, Prepared by Zhi Da *

Teaching Note on Factor Model with a View --- A tutorial. This version: May 15, Prepared by Zhi Da * Copyrght by Zh Da and Rav Jagannathan Teachng Note on For Model th a Ve --- A tutoral Ths verson: May 5, 2005 Prepared by Zh Da * Ths tutoral demonstrates ho to ncorporate economc ves n optmal asset allocaton

More information

- contrast so-called first-best outcome of Lindahl equilibrium with case of private provision through voluntary contributions of households

- contrast so-called first-best outcome of Lindahl equilibrium with case of private provision through voluntary contributions of households Prvate Provson - contrast so-called frst-best outcome of Lndahl equlbrum wth case of prvate provson through voluntary contrbutons of households - need to make an assumpton about how each household expects

More information

A MODEL OF COMPETITION AMONG TELECOMMUNICATION SERVICE PROVIDERS BASED ON REPEATED GAME

A MODEL OF COMPETITION AMONG TELECOMMUNICATION SERVICE PROVIDERS BASED ON REPEATED GAME A MODEL OF COMPETITION AMONG TELECOMMUNICATION SERVICE PROVIDERS BASED ON REPEATED GAME Vesna Radonć Đogatovć, Valentna Radočć Unversty of Belgrade Faculty of Transport and Traffc Engneerng Belgrade, Serba

More information

Evidence Mehmet Balcilar. Wei Ma. Makena. Philton. Tel: +27. Working July 2018

Evidence Mehmet Balcilar. Wei Ma. Makena. Philton. Tel: +27. Working July 2018 Unversty of Pretora Department of Economcs Workng Paper Seres Income Inequalty and Economc Growth: A Re-Examnaton of Theory and Evdence Mehmet Balclar Eastern Medterranean Unversty, Unversty of Pretora,

More information

Analysis of the Influence of Expenditure Policies of Government on Macroeconomic behavior of an Agent- Based Artificial Economic System

Analysis of the Influence of Expenditure Policies of Government on Macroeconomic behavior of an Agent- Based Artificial Economic System Analyss of the Influence of Expendture olces of Government on Macroeconomc behavor of an Agent- Based Artfcal Economc System Shgeak Ogbayash 1 and Kouse Takashma 1 1 School of Socal Systems Scence Chba

More information

Can a Force Saving Policy Enhance the Future Happiness of the Society? A Survey study of the Mandatory Provident Fund (MPF) policy in Hong Kong

Can a Force Saving Policy Enhance the Future Happiness of the Society? A Survey study of the Mandatory Provident Fund (MPF) policy in Hong Kong Can a Force Savng Polcy Enhance the Future Happness of the Socety? A Survey study of the Mandatory Provdent Fund (MPF) polcy n Hong Kong Dr. Wa-kee Yuen Department of Economcs Hong Kong Shue Yan Unversty

More information

A Comparison of Statistical Methods in Interrupted Time Series Analysis to Estimate an Intervention Effect

A Comparison of Statistical Methods in Interrupted Time Series Analysis to Estimate an Intervention Effect Transport and Road Safety (TARS) Research Joanna Wang A Comparson of Statstcal Methods n Interrupted Tme Seres Analyss to Estmate an Interventon Effect Research Fellow at Transport & Road Safety (TARS)

More information

Which of the following provides the most reasonable approximation to the least squares regression line? (a) y=50+10x (b) Y=50+x (d) Y=1+50x

Which of the following provides the most reasonable approximation to the least squares regression line? (a) y=50+10x (b) Y=50+x (d) Y=1+50x Whch of the followng provdes the most reasonable approxmaton to the least squares regresson lne? (a) y=50+10x (b) Y=50+x (c) Y=10+50x (d) Y=1+50x (e) Y=10+x In smple lnear regresson the model that s begn

More information

Chapter 3 Descriptive Statistics: Numerical Measures Part B

Chapter 3 Descriptive Statistics: Numerical Measures Part B Sldes Prepared by JOHN S. LOUCKS St. Edward s Unversty Slde 1 Chapter 3 Descrptve Statstcs: Numercal Measures Part B Measures of Dstrbuton Shape, Relatve Locaton, and Detectng Outlers Eploratory Data Analyss

More information

Microfinance and Inequality

Microfinance and Inequality MPRA Munch Personal RePEc Archve Mcrofnance and Inequalty KAI Hsako and HAMORI Shgeyuk Kobe Unversty, Kobe Unversty September 2009 Onlne at http://mpra.ub.un-muenchen.de/17572/ MPRA Paper No. 17572, posted

More information

Taxation and Externalities. - Much recent discussion of policy towards externalities, e.g., global warming debate/kyoto

Taxation and Externalities. - Much recent discussion of policy towards externalities, e.g., global warming debate/kyoto Taxaton and Externaltes - Much recent dscusson of polcy towards externaltes, e.g., global warmng debate/kyoto - Increasng share of tax revenue from envronmental taxaton 6 percent n OECD - Envronmental

More information

Lecture Note 2 Time Value of Money

Lecture Note 2 Time Value of Money Seg250 Management Prncples for Engneerng Managers Lecture ote 2 Tme Value of Money Department of Systems Engneerng and Engneerng Management The Chnese Unversty of Hong Kong Interest: The Cost of Money

More information

Networks in Finance and Marketing I

Networks in Finance and Marketing I Networks n Fnance and Marketng I Prof. Dr. Danng Hu Department of Informatcs Unversty of Zurch Nov 26th, 2012 Outlne n Introducton: Networks n Fnance n Stock Correlaton Networks n Stock Ownershp Networks

More information

The Effects of Industrial Structure Change on Economic Growth in China Based on LMDI Decomposition Approach

The Effects of Industrial Structure Change on Economic Growth in China Based on LMDI Decomposition Approach 216 Internatonal Conference on Mathematcal, Computatonal and Statstcal Scences and Engneerng (MCSSE 216) ISBN: 978-1-6595-96- he Effects of Industral Structure Change on Economc Growth n Chna Based on

More information

Explaining and Comparing

Explaining and Comparing ACES EU CENTERS OF EXCELLENCE GRANT AY2011-12 DELIVERABLE GWU Explanng and Comparng AY 2011-12 Practcal Modfed Gn Index Amr Shoham (wth M Malul, Danel Shapra) Practcal Modfed Gn Index M Malul, Danel Shapra

More information

ECO 209Y MACROECONOMIC THEORY AND POLICY LECTURE 8: THE OPEN ECONOMY WITH FIXED EXCHANGE RATES

ECO 209Y MACROECONOMIC THEORY AND POLICY LECTURE 8: THE OPEN ECONOMY WITH FIXED EXCHANGE RATES ECO 209 MACROECONOMIC THEOR AND POLIC LECTURE 8: THE OPEN ECONOM WITH FIXED EXCHANGE RATES Gustavo Indart Slde 1 OPEN ECONOM UNDER FIXED EXCHANGE RATES Let s consder an open economy wth no captal moblty

More information

II. Random Variables. Variable Types. Variables Map Outcomes to Numbers

II. Random Variables. Variable Types. Variables Map Outcomes to Numbers II. Random Varables Random varables operate n much the same way as the outcomes or events n some arbtrary sample space the dstncton s that random varables are smply outcomes that are represented numercally.

More information

Clearing Notice SIX x-clear Ltd

Clearing Notice SIX x-clear Ltd Clearng Notce SIX x-clear Ltd 1.0 Overvew Changes to margn and default fund model arrangements SIX x-clear ( x-clear ) s closely montorng the CCP envronment n Europe as well as the needs of ts Members.

More information

Welfare Aspects in the Realignment of Commercial Framework. between Japan and China

Welfare Aspects in the Realignment of Commercial Framework. between Japan and China Prepared for the 13 th INFORUM World Conference n Huangshan, Chna, July 3 9, 2005 Welfare Aspects n the Realgnment of Commercal Framework between Japan and Chna Toshak Hasegawa Chuo Unversty, Japan Introducton

More information

c slope = -(1+i)/(1+π 2 ) MRS (between consumption in consecutive time periods) price ratio (across consecutive time periods)

c slope = -(1+i)/(1+π 2 ) MRS (between consumption in consecutive time periods) price ratio (across consecutive time periods) CONSUMPTION-SAVINGS FRAMEWORK (CONTINUED) SEPTEMBER 24, 2013 The Graphcs of the Consumpton-Savngs Model CONSUMER OPTIMIZATION Consumer s decson problem: maxmze lfetme utlty subject to lfetme budget constrant

More information

International ejournals

International ejournals Avalable onlne at www.nternatonalejournals.com ISSN 0976 1411 Internatonal ejournals Internatonal ejournal of Mathematcs and Engneerng 7 (010) 86-95 MODELING AND PREDICTING URBAN MALE POPULATION OF BANGLADESH:

More information

Monetary Tightening Cycles and the Predictability of Economic Activity. by Tobias Adrian and Arturo Estrella * October 2006.

Monetary Tightening Cycles and the Predictability of Economic Activity. by Tobias Adrian and Arturo Estrella * October 2006. Monetary Tghtenng Cycles and the Predctablty of Economc Actvty by Tobas Adran and Arturo Estrella * October 2006 Abstract Ten out of thrteen monetary tghtenng cycles snce 1955 were followed by ncreases

More information

THE IMPORTANCE OF THE NUMBER OF DIFFERENT AGENTS IN A HETEROGENEOUS ASSET-PRICING MODEL WOUTER J. DEN HAAN

THE IMPORTANCE OF THE NUMBER OF DIFFERENT AGENTS IN A HETEROGENEOUS ASSET-PRICING MODEL WOUTER J. DEN HAAN THE IMPORTANCE OF THE NUMBER OF DIFFERENT AGENTS IN A HETEROGENEOUS ASSET-PRICING MODEL WOUTER J. DEN HAAN Department of Economcs, Unversty of Calforna at San Dego and Natonal Bureau of Economc Research

More information

Does a Threshold Inflation Rate Exist? Quantile Inferences for Inflation and Its Variability

Does a Threshold Inflation Rate Exist? Quantile Inferences for Inflation and Its Variability Does a Threshold Inflaton Rate Exst? Inferences for Inflaton and Its Varablty WenShwo Fang Department of Economcs Feng Cha Unversty Tachung, TAIWAN Stephen M. Mller* Department of Economcs Unversty of

More information

Macroeconomic Theory and Policy

Macroeconomic Theory and Policy ECO 209 Macroeconomc Theory and Polcy Lecture 7: The Open Economy wth Fxed Exchange Rates Gustavo Indart Slde 1 Open Economy under Fxed Exchange Rates Let s consder an open economy wth no captal moblty

More information

Money, Banking, and Financial Markets (Econ 353) Midterm Examination I June 27, Name Univ. Id #

Money, Banking, and Financial Markets (Econ 353) Midterm Examination I June 27, Name Univ. Id # Money, Bankng, and Fnancal Markets (Econ 353) Mdterm Examnaton I June 27, 2005 Name Unv. Id # Note: Each multple-choce queston s worth 4 ponts. Problems 20, 21, and 22 carry 10, 8, and 10 ponts, respectvely.

More information

Notes are not permitted in this examination. Do not turn over until you are told to do so by the Invigilator.

Notes are not permitted in this examination. 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 2016-17 BANKING ECONOMETRICS ECO-7014A Tme allowed: 2 HOURS Answer ALL FOUR questons. Queston 1 carres a weght of 30%; queston 2 carres

More information

INTRODUCTION TO MACROECONOMICS FOR THE SHORT RUN (CHAPTER 1) WHY STUDY BUSINESS CYCLES? The intellectual challenge: Why is economic growth irregular?

INTRODUCTION TO MACROECONOMICS FOR THE SHORT RUN (CHAPTER 1) WHY STUDY BUSINESS CYCLES? The intellectual challenge: Why is economic growth irregular? INTRODUCTION TO MACROECONOMICS FOR THE SHORT RUN (CHATER 1) WHY STUDY BUSINESS CYCLES? The ntellectual challenge: Why s economc groth rregular? The socal challenge: Recessons and depressons cause elfare

More information

Impacts of Population Aging on Economic Growth and Structure Change in China

Impacts of Population Aging on Economic Growth and Structure Change in China Impacts of Populaton Agng on Economc Growth and Structure Change n Chna The feature of Chnese demographc structure s changng from a hgh fertlty rate, hgh death rate and low lfe expectancy to low fertlty

More information

NBER WORKING PAPER SERIES RURAL INCOME VOLATILITY AND INEQUALITY IN CHINA. John Whalley Ximing Yue

NBER WORKING PAPER SERIES RURAL INCOME VOLATILITY AND INEQUALITY IN CHINA. John Whalley Ximing Yue NBER WORKING PAPER SERIES RURAL INCOME VOLATILITY AND INEQUALITY IN CHINA John Whalley Xmng Yue Workng Paper 12779 http://www.nber.org/papers/w12779 NATIONAL BUREAU OF ECONOMIC RESEARCH 1050 Massachusetts

More information

Κείμενο Θέσεων Υπ. Αρ. 5 Rates of return to different levels of education: Recent evidence from Greece

Κείμενο Θέσεων Υπ. Αρ. 5 Rates of return to different levels of education: Recent evidence from Greece Υπουργείο Εθνικής Παιδείας και Θρησκευμάτων Ειδική Υπηρεσία Διαχείρισης ΕΠΕΑΕΚ Κείμενο Θέσεων Υπ. Αρ. 5 Rates of return to dfferent levels of educaton: Recent evdence from Greece 2003-2005 Επιστημονικός

More information

ECON 4921: Lecture 12. Jon Fiva, 2009

ECON 4921: Lecture 12. Jon Fiva, 2009 ECON 4921: Lecture 12 Jon Fva, 2009 Roadmap 1. Introducton 2. Insttutons and Economc Performance 3. The Frm 4. Organzed Interest and Ownershp 5. Complementarty of Insttutons 6. Insttutons and Commtment

More information

Government Expenditure, Taxation Modes and Economic Growth

Government Expenditure, Taxation Modes and Economic Growth Lne Bastholm Helled and Sgne Høngaard Andersen Unversty of Copenhagen Department of Economcs Supervsor: Carl-Johan Dalgaard Economc Semnar: Productvty Growth, autumn 2005 Handed n: The 28 th of November

More information

LECTURE 3. Chapter # 5: Understanding Interest Rates: Determinants and Movements

LECTURE 3. Chapter # 5: Understanding Interest Rates: Determinants and Movements LECTURE 3 Hamza Al alk Econ 3215: oney and ankng Wnter 2007 Chapter # 5: Understandng Interest Rates: Determnants and ovements The Loanable Funds Approach suggests that nterest rate levels are determned

More information

Module Contact: Dr P Moffatt, ECO Copyright of the University of East Anglia Version 2

Module Contact: Dr P Moffatt, ECO Copyright of the University of East Anglia Version 2 UNIVERSITY OF EAST ANGLIA School of Economcs Man Seres PG Examnaton 2012-13 FINANCIAL ECONOMETRICS ECO-M017 Tme allowed: 2 hours Answer ALL FOUR questons. Queston 1 carres a weght of 25%; Queston 2 carres

More information

Inequality and Growth: What are the Tradeoffs?

Inequality and Growth: What are the Tradeoffs? Inequalty and Growth: What are the Tradeoffs? Stephen J. Turnovsky Unversty of Washngton Address to NZAE, Palmerston North, June 2012 Background and Overvew Growth and nequalty relatonshp dates back to

More information

Solutions to Odd-Numbered End-of-Chapter Exercises: Chapter 12

Solutions to Odd-Numbered End-of-Chapter Exercises: Chapter 12 Introducton to Econometrcs (3 rd Updated Edton) by James H. Stock and Mark W. Watson Solutons to Odd-Numbered End-of-Chapter Exercses: Chapter 1 (Ths verson July 0, 014) Stock/Watson - Introducton to Econometrcs

More information

DO FOREIGN AID TRANSFERS DISTORT INCENTIVES AND HURT GROWTH? Theory and evidence from 75 aid-recipient countries. January 29, 2004

DO FOREIGN AID TRANSFERS DISTORT INCENTIVES AND HURT GROWTH? Theory and evidence from 75 aid-recipient countries. January 29, 2004 DO FOREIGN AID TRANSFERS DISTORT INCENTIVES AND HURT GROWTH? Theory and evdence from 75 ad-recpent countres by George Economdes a, Sarants Kalyvts a a, b, * and Apostols Phlppopoulos January 29, 2004 Abstract:

More information

A copy can be downloaded for personal non-commercial research or study, without prior permission or charge

A copy can be downloaded for personal non-commercial research or study, without prior permission or charge Sganos, A. (2013) Google attenton and target prce run ups. Internatonal Revew of Fnancal Analyss. ISSN 1057-5219 Copyrght 2012 Elsever A copy can be downloaded for personal non-commercal research or study,

More information

Bilateral Trade Flows and Nontraded Goods

Bilateral Trade Flows and Nontraded Goods Blateral Trade Flos and Nontraded Goods Yh-mng Ln Department of Appled Economcs, Natonal Chay Unversty, Taan, R.O.C. Emal: yxl173@mal.ncyu.edu.t Abstract Ths paper develops a monopolstc competton model

More information

The Integration of the Israel Labour Force Survey with the National Insurance File

The Integration of the Israel Labour Force Survey with the National Insurance File The Integraton of the Israel Labour Force Survey wth the Natonal Insurance Fle Natale SHLOMO Central Bureau of Statstcs Kanfey Nesharm St. 66, corner of Bach Street, Jerusalem Natales@cbs.gov.l Abstact:

More information

Quiz on Deterministic part of course October 22, 2002

Quiz on Deterministic part of course October 22, 2002 Engneerng ystems Analyss for Desgn Quz on Determnstc part of course October 22, 2002 Ths s a closed book exercse. You may use calculators Grade Tables There are 90 ponts possble for the regular test, or

More information

Ch Rival Pure private goods (most retail goods) Non-Rival Impure public goods (internet service)

Ch Rival Pure private goods (most retail goods) Non-Rival Impure public goods (internet service) h 7 1 Publc Goods o Rval goods: a good s rval f ts consumpton by one person precludes ts consumpton by another o Excludable goods: a good s excludable f you can reasonably prevent a person from consumng

More information

MODELING CREDIT CARD BORROWING BY STUDENTS

MODELING CREDIT CARD BORROWING BY STUDENTS Modelng Credt Card Borrowng By Students MODELING CREDIT CARD BORROWING BY STUDENTS Kathleen G. Arano, Fort Hays State Unversty Carl Parker, Fort Hays State Unversty ABSTRACT Credt card use has become accepted

More information

Interregional Trade, Industrial Location and. Import Infrastructure*

Interregional Trade, Industrial Location and. Import Infrastructure* Interregonal Trade, Industral Locaton and Import Infrastructure* Toru Kkuch (Kobe Unversty) and Kazumch Iwasa (Kyoto Unversty)** Abstract The purpose of ths study s to llustrate, wth a smple two-regon,

More information

Forecasts in Times of Crises

Forecasts in Times of Crises Forecasts n Tmes of Crses Aprl 2017 Chars Chrstofdes IMF Davd J. Kuenzel Wesleyan Unversty Theo S. Echer Unversty of Washngton Chrs Papageorgou IMF 1 Macroeconomc forecasts suffer from three sources of

More information

Dynamic Analysis of Knowledge Sharing of Agents with. Heterogeneous Knowledge

Dynamic Analysis of Knowledge Sharing of Agents with. Heterogeneous Knowledge Dynamc Analyss of Sharng of Agents wth Heterogeneous Kazuyo Sato Akra Namatame Dept. of Computer Scence Natonal Defense Academy Yokosuka 39-8686 JAPAN E-mal {g40045 nama} @nda.ac.jp Abstract In ths paper

More information

TRADING RULES IN HOUSING MARKETS WHAT CAN WE LEARN? GREG COSTELLO Curtin University of Technology

TRADING RULES IN HOUSING MARKETS WHAT CAN WE LEARN? GREG COSTELLO Curtin University of Technology ABSTRACT TRADING RULES IN HOUSING MARKETS WHAT CAN WE LEARN? GREG COSTELLO Curtn Unversty of Technology Ths paper examnes the applcaton of tradng rules n testng nformatonal effcency n housng markets. The

More information

The well-known analyses of Balassa (1964) and Samuelson (1964) provide an

The well-known analyses of Balassa (1964) and Samuelson (1964) provide an IMF Staff Papers Vol. 52, Number 3 2005 Internatonal Monetary Fund Real Exchange Rates n Developng Countres: Are Balassa-Samuelson Effects Present? EHSAN U. CHOUDHRI AND MOHSIN S. KHAN* There s surprsngly

More information

Problem Set 6 Finance 1,

Problem Set 6 Finance 1, Carnege Mellon Unversty Graduate School of Industral Admnstraton Chrs Telmer Wnter 2006 Problem Set 6 Fnance, 47-720. (representatve agent constructon) Consder the followng two-perod, two-agent economy.

More information

Economics 1410 Fall Section 7 Notes 1. Define the tax in a flexible way using T (z), where z is the income reported by the agent.

Economics 1410 Fall Section 7 Notes 1. Define the tax in a flexible way using T (z), where z is the income reported by the agent. Economcs 1410 Fall 2017 Harvard Unversty Yaan Al-Karableh Secton 7 Notes 1 I. The ncome taxaton problem Defne the tax n a flexble way usng T (), where s the ncome reported by the agent. Retenton functon:

More information

Risk and Returns of Commercial Real Estate: A Property Level Analysis

Risk and Returns of Commercial Real Estate: A Property Level Analysis Rsk and Returns of Commercal Real Estate: A Property Level Analyss Lang Peng Leeds School of Busness Unversty of Colorado at Boulder 419 UCB, Boulder, CO 80309-0419 Emal: lang.peng@colorado.edu Phone:

More information

Stochastic ALM models - General Methodology

Stochastic ALM models - General Methodology Stochastc ALM models - General Methodology Stochastc ALM models are generally mplemented wthn separate modules: A stochastc scenaros generator (ESG) A cash-flow projecton tool (or ALM projecton) For projectng

More information

Wages as Anti-Corruption Strategy: A Note

Wages as Anti-Corruption Strategy: A Note DISCUSSION PAPER November 200 No. 46 Wages as Ant-Corrupton Strategy: A Note by dek SAO Faculty of Economcs, Kyushu-Sangyo Unversty Wages as ant-corrupton strategy: A Note dek Sato Kyushu-Sangyo Unversty

More information

A Bootstrap Confidence Limit for Process Capability Indices

A Bootstrap Confidence Limit for Process Capability Indices A ootstrap Confdence Lmt for Process Capablty Indces YANG Janfeng School of usness, Zhengzhou Unversty, P.R.Chna, 450001 Abstract The process capablty ndces are wdely used by qualty professonals as an

More information

Economic Design of Short-Run CSP-1 Plan Under Linear Inspection Cost

Economic Design of Short-Run CSP-1 Plan Under Linear Inspection Cost Tamkang Journal of Scence and Engneerng, Vol. 9, No 1, pp. 19 23 (2006) 19 Economc Desgn of Short-Run CSP-1 Plan Under Lnear Inspecton Cost Chung-Ho Chen 1 * and Chao-Yu Chou 2 1 Department of Industral

More information

Benefit-Cost Analysis

Benefit-Cost Analysis Chapter 12 Beneft-Cost Analyss Utlty Possbltes and Potental Pareto Improvement Wthout explct nstructons about how to compare one person s benefts wth the losses of another, we can not expect beneft-cost

More information

ECE 586GT: Problem Set 2: Problems and Solutions Uniqueness of Nash equilibria, zero sum games, evolutionary dynamics

ECE 586GT: Problem Set 2: Problems and Solutions Uniqueness of Nash equilibria, zero sum games, evolutionary dynamics Unversty of Illnos Fall 08 ECE 586GT: Problem Set : Problems and Solutons Unqueness of Nash equlbra, zero sum games, evolutonary dynamcs Due: Tuesday, Sept. 5, at begnnng of class Readng: Course notes,

More information

FORD MOTOR CREDIT COMPANY SUGGESTED ANSWERS. Richard M. Levich. New York University Stern School of Business. Revised, February 1999

FORD MOTOR CREDIT COMPANY SUGGESTED ANSWERS. Richard M. Levich. New York University Stern School of Business. Revised, February 1999 FORD MOTOR CREDIT COMPANY SUGGESTED ANSWERS by Rchard M. Levch New York Unversty Stern School of Busness Revsed, February 1999 1 SETTING UP THE PROBLEM The bond s beng sold to Swss nvestors for a prce

More information

occurrence of a larger storm than our culvert or bridge is barely capable of handling? (what is The main question is: What is the possibility of

occurrence of a larger storm than our culvert or bridge is barely capable of handling? (what is The main question is: What is the possibility of Module 8: Probablty and Statstcal Methods n Water Resources Engneerng Bob Ptt Unversty of Alabama Tuscaloosa, AL Flow data are avalable from numerous USGS operated flow recordng statons. Data s usually

More information

Eric Bonsang, Arthur van Soest. Satisfaction with job and income among older individuals across European countries RM/10/059

Eric Bonsang, Arthur van Soest. Satisfaction with job and income among older individuals across European countries RM/10/059 Erc Bonsang, Arthur van Soest Satsfacton wth job and ncome among older ndvduals across European countres RM/10/059 Satsfacton wth job and ncome among older ndvduals across European countres 1 Abstract

More information

3: Central Limit Theorem, Systematic Errors

3: Central Limit Theorem, Systematic Errors 3: Central Lmt Theorem, Systematc Errors 1 Errors 1.1 Central Lmt Theorem Ths theorem s of prme mportance when measurng physcal quanttes because usually the mperfectons n the measurements are due to several

More information

Taxation and Income Distribution Dynamics in a Neoclassical Growth Model * Cecilia García-Peñalosa Aix-Marseille University

Taxation and Income Distribution Dynamics in a Neoclassical Growth Model * Cecilia García-Peñalosa Aix-Marseille University Taxaton and Income Dstrbuton Dynamcs n a Neoclasscal Growth Model * Cecla García-Peñalosa Ax-Marselle Unversty Stephen J. Turnovsy Unversty of Washngton, Seattle Revsed verson May 211 Abstract: We examne

More information

An Empirical Study on Stock Price Responses to the Release of the Environmental Management Ranking in Japan. Abstract

An Empirical Study on Stock Price Responses to the Release of the Environmental Management Ranking in Japan. Abstract An Emprcal Study on Stock Prce esponses to the elease of the Envronmental Management ankng n Japan Fumko Takeda Unversy of Tokyo Takanor Tomozawa Unversy of Tokyo Abstract Ths paper nvestgates how stock

More information

Macroeconomic equilibrium in the short run: the Money market

Macroeconomic equilibrium in the short run: the Money market Macroeconomc equlbrum n the short run: the Money market 2013 1. The bg pcture Overvew Prevous lecture How can we explan short run fluctuatons n GDP? Key assumpton: stcky prces Equlbrum of the goods market

More information

Female Labor Participation Behavior in Japan: Theory and Evidence. A general equilibrium model is constructed to explain an empirical evidence of the

Female Labor Participation Behavior in Japan: Theory and Evidence. A general equilibrium model is constructed to explain an empirical evidence of the Female Labor Partcpaton Behavor n Japan: Theory and Evdence Yoko Furukawa Tomohko Inu Abstract: A general equlbrum model s constructed to explan an emprcal evdence of the lnkage between female labor partcpaton

More information

Market Opening and Stock Market Behavior: Taiwan s Experience

Market Opening and Stock Market Behavior: Taiwan s Experience Internatonal Journal of Busness and Economcs, 00, Vol., No., 9-5 Maret Openng and Stoc Maret Behavor: Tawan s Experence Q L * Department of Economcs, Texas A&M Unversty, U.S.A. and Department of Economcs,

More information

In the 1990s, Japanese economy has experienced a surge in the unemployment rate,

In the 1990s, Japanese economy has experienced a surge in the unemployment rate, Productvty Growth and the female labor supply n Japan Yoko Furukawa * Tomohko Inu Abstract: In the 990s, Japanese economy has experenced a surge n the unemployment rate, and ths s due partly to the recent

More information

NYSE Specialists Participation in the Posted Quotes

NYSE Specialists Participation in the Posted Quotes European Journal of Economc and Poltcal Studes NYSE Specalsts Partcpaton n the Posted Quotes Bülent Köksal 1 Abstract: Usng 2001 NYSE system order data n the decmal prcng envronment, we analyze how the

More information

UNIVERSITY OF VICTORIA Midterm June 6, 2018 Solutions

UNIVERSITY OF VICTORIA Midterm June 6, 2018 Solutions UIVERSITY OF VICTORIA Mdterm June 6, 08 Solutons Econ 45 Summer A0 08 age AME: STUDET UMBER: V00 Course ame & o. Descrptve Statstcs and robablty Economcs 45 Secton(s) A0 CR: 3067 Instructor: Betty Johnson

More information

GOODS AND FINANCIAL MARKETS: IS-LM MODEL SHORT RUN IN A CLOSED ECONOMIC SYSTEM

GOODS AND FINANCIAL MARKETS: IS-LM MODEL SHORT RUN IN A CLOSED ECONOMIC SYSTEM GOODS ND FINNCIL MRKETS: IS-LM MODEL SHORT RUN IN CLOSED ECONOMIC SSTEM THE GOOD MRKETS ND IS CURVE The Good markets assumpton: The producton s equal to the demand for goods Z; The demand s the sum of

More information