Wage Compression, Employment Restrictions, and Unemployment: The Case of Mauritius

Size: px
Start display at page:

Download "Wage Compression, Employment Restrictions, and Unemployment: The Case of Mauritius"

Transcription

1 WP/04/205 Wage Compression, Employment Restrictions, an Unemployment: The Case of Mauritius Nathan Porter

2 2004 International Monetary Fun WP/04/205 IMF Working Paper Finance Department Wage Compression, Employment Restrictions, an Unemployment: The Case of Mauritius Prepare by Nathan Porter 1 Authorize for istribution by Jianhai Lin November 2004 Abstract This Working Paper shoul not be reporte as representing the views of the IMF. The views expresse in this Working Paper are those of the author(s) an o not necessarily represent those of the IMF or IMF policy. Working Papers escribe research in progress by the author(s) an are publishe to elicit comments an to further ebate. Governments often intervene in labor markets with the aim of reucing inequality an promoting employment. Such intervention often results in wage compression an restrictions on how firms use their workers. This paper investigates the impact of such interventions on the labor market conitions face by low-skill workers in Mauritius. It fins that even relatively minor intervention can ramatically increase the fragility of jobs, the length of unemployment spells, as well as the extent of unemployment an labor market churning. With institutions of the type stuie here common across many ifferent types of countries, these results have relatively general implications. JEL Classification Numbers: E24, J23, J64 Keywors: Unemployment, Labor Market Restrictions, Wage Compression Author(s) Aress: nporter@imf.org 1 I woul like to thank Izabela Karpowicz, Jianhai Lin, Calvin McDonal, Anrew Tweeie, Nancy Wagner, an James Yao for their thoughtful comments. All remaining errors are mine.

3 - 2 - Contents Page I. Introuction...3 A. Mauritius s Unemployment Problem...3 B. Mauritius s Labor Market Institutions...5 II. Evolution of Employment in the EPZ (Textiles) Sector...5 III. An Assessment of the Impact of Wage Setting an Reeployment Restrictions...7 A. Moel Environment an Equilibrium...8 Wage Determination: Decentralize Bargaining...10 Wage Determination: Exogenous Wage Scheule...11 B. Calibration...13 C. Empirical Results...14 IV. Conclusion...17 References...19 Figures 1. Decomposition of Annual EPZ Employment Growth, Annual EPZ Employment Growth an Reallocation Rates, Decomposition of Quarterly EPZ Employment Growth, Average Size of New an Closing Firms, The Impact of Labor Market Institutions Cross-Market Wage Compression: Unemployment an Job Destruction Within-Market Wage Compression: Unemployment an Job Destruction Worker Reeployment: Unemployment an Job Destruction...17 Tables 1. Quarterly Job Flow Rates Moel Output: The Impact of Labor Market Restrictions...15

4 - 3 - I. INTRODUCTION Some government interference in the operation of labor markets is almost universal. This interference is often motivate by a esire to affect the istribution of income, an promote employment. Motivate in this way, many governments implement policies that compress the wages that firms pay, an reuce the flexibility with which employers may use (or reeploy) their employees. 2 This paper investigates consequences of such policies for the labor market face by low-skill workers in Mauritius. The results suggest that even relatively minor wage compression an restrictions on the reeployment of workers can have a ramatic impact on the fragility of jobs, the length of unemployment spells, as well as the extent of unemployment an labor market churning. Moreover, restrictions on the flexibility of the labor market are likely to become increasingly important as an economy faces structural challenges, as Mauritius currently oes. Although this paper focuses on the Mauritian labor market, the issues stuie in it are relevant for many countries. Both wage compression an restrictions on the reeployment of workers are prevalent in many avance economies. For example, Bertola an Rogerson (1997) an Organization for Economic Cooperation an Development (OECD, 1994) ocument consierable wage compression in western Europe, while OECD (1995) suggests that insufficient flexibility inhibits job creation in several avance economies. Similar institutions, especially over the setting of wages, also appear to be important in many transitional economies (Svejnar, 1999; Haltiwanger an Voopivec, 2002). A. Mauritius s Unemployment Problem Notwithstaning impressive economic growth, Mauritian unemployment has increase in every year since 1991, with the unemployment rate reaching 10.2 percent in As in many countries, this unemployment is primarily experience by low-skill workers. 3 In response to this growing unemployment problem, the government has begun to aress the problem of apparent skills mismatch through far-reaching eucational reforms. 4 However, as shown in this paper, eucational reform can only be a partial solution to the unemployment problem. 2 Another typical form of labor market intervention relates to termination restrictions, or firing costs. Many paper have stuie the impact of these restrictions, incluing Lazear (1990), Bentolila an Bertola (1990), Hopenhayn an Rogerson (1993), an Garibali (1998). 3 The 2000 Census reporte that 90 percent of the unemploye have not complete the high school certificate. 4 A common measure of mismatch in the labor market the variance of relative unemployment rates across categories suggests that mismatch may have actually ecline between the 1990 an 2000 censuses. Using labor market ata by eucational category, the variance of relative unemployment rates has ecline from 17 percent to 12 percent. The intuition for this measure (continue )

5 - 4 - In the face of strong economic growth, such an increase in unemployment suggests that the root of the problem coul lie in Mauritius labor market institutions. These institutions which compress the wage istribution an limit the ability of employer s to reeploy their workers may have seriously impaire the functioning of the labor market. While they may not have resulte in significant unemployment in earlier ecaes, the increasing importance of (high-wage) service sectors in Mauritius, which have increase the impact of cross-market wage compression, as well as the graual ecline in the eman for low-skill workers, has probably exacerbate the impact of these institutions. The impact of these restrictions will most likely become increasingly etrimental as Mauritius faces significant structural challenges consierably changing the market for low-skill workers in coming years. The most significant of these challenges is the eventual loss of preferential arrangements for its sugar an textile exports. While it is still uncertain when the preferential sugar regime will en, Mauritius quota uner the Agreement on Textiles an Clothing is set to lapse by en Although the preferential access grante uner the U.S. African Growth an Opportunity Act may mitigate some of this impact, the Mauritian economy will unoubtely go through a perio of restructuring, as the textile sector ajusts to its new environment. As iscusse in Section II, signs of ajustment are alreay evient in textiles. Changes in the eman for sugar workers have alreay begun with the government s Sugar Sector Strategy, which has reuce employment by aroun a quarter. By elaying the reform of its labor market institutions, Mauritius will exacerbate the pain involve in this ajustment, especially for those with few skills. In light of these challenges, this paper analyzes the market for low-skill workers, who risk being neglecte as the government focuses on eveloping other sectors. With the export processing zone (EPZ) being an important source of low-skill employment, the paper first investigates the evolution of this sector (in Section II). In Section III, a simple stylize moel of the job creation an estruction processes is employe (an calibrate) to assess the potential benefits of labor market reform. As such, this paper complements the work of McDonal an Yao (2003), who looke at the impact of Mauritius institutions on the prospects for eveloping new sectors, an the consequent labor market transition. This paper concentrates on how these institutions affect the prospects for low-skill workers by changing the incentives to create an estroy jobs in both new as well as existing areas that they are able to perform. With these workers the most likely to suffer from the structural transformation, eregulation coul potentially improve the labor market conitions these workers face in a relatively short space of time. is that the greater the ispersion in unemployment rates, the greater the mismatch in the labor market (Layar, Nickell, an Jackman, 1991, Ch. 6).

6 - 5 - B. Mauritius s Labor Market Institutions The Mauritian labor market is highly regulate, with wages an conitions of employment etermine centrally rather than at the firm level. The government establishes a separate set of labor market regulations, calle Remuneration Orers (RO), for each inustry. 5 These regulations specify the exact uties of every type of worker in the firm in great etail. With these regulations being aggressively enforce by the Ministry of Labor, worker reeployment is extremely ifficult. Therefore, wages an conitions o not reflect the prouctivity or circumstances of iniviual firms. Moreover, terminations ten to be costly an time consuming, requiring approval of the Termination of Contracts Services Boar, an often leaing to elays on the orer of four months. The centralize wage etermination process tens to compress the wage istribution. Basic wages for each occupation are set in the RO, with the annual tripartite wage setting process resulting in a new wage for all categories. In most years, this process results in wage growth inexe to inflation, with lower wages rising by more than higher ones. Once every five years, the Pay Research Bureau establishes a catch-up wage increase for the public sector, which typically puts some aitional pressure on private sector wages. The ability of the economy to ajust in the face of its structural challenges will be inhibite by these regulations (see Section III). With wages being compresse an workers unable to be reeploye as circumstances change, jobs become substantially more fragile. Moreover, the incentive to create new jobs can also be reuce significantly. Therefore, even with the government encouraging the creation of new inustries, such as the information, communication an technology (ICT) sector, many of these opportunities, at least for some time, may bypass much of Mauritius low-skill workforce. Employment opportunities for these workers can be enhance over the meium term by simply liberalizing the regulations that govern the labor market. II. EVOLUTION OF EMPLOYMENT IN THE EPZ (TEXTILES) SECTOR 6 Textile prouction, especially in the EPZ sector, has contribute significantly to the Mauritian growth miracle. Figure 1 shows the ecomposition of EPZ employment growth 5 For example, the RO for the catering inustry efines assistant barman, barman, an hea barman as separate occupations with each unable to perform the uties of the other an assistant barman cannot prepare a rink if a barman is at the bar. These regulations o not cover the EPZ sector, an are not expecte to cover new information, communications, an technology (ICT) activity. 6 With textiles accounting for almost 90 percent of EPZ sector employment, textiles an EPZ will be referre to interchangeably in this section.

7 - 6 - into its separate components job creation an job estruction since This figure shows the remarkable transformation that occurre in the early 1980s, before the extent of job creation an estruction stabilize aroun their longer-term values. This figure also shows that the creation an estruction of jobs is a persistent an continual process of renewal, with sizable job estruction occurring even uring perios of high employment growth. This continual creation an estruction suggests substantial reallocation of activity across firms within the EPZ sector. Figure 2, which epicts the job reallocation an excess job reallocation rates, shows that the exceptional job reallocation seen initially, reflecting the rapi creation of new EPZ sector jobs uring the early 1980s, subsequently ecline as the inustry mature. 8 As measure by the excess job reallocation rate, the extent of churning in the labor market also ecline as the inustry mature. Figure 1. Decomposition of Annual EPZ Employment Growth, Figure 2. Annual EPZ Employment Growth an Reallocation Rates, Job Creation Rate Job Destruction Rate Employment Growth Rate Job Reallication Rate Excess JR Rate Employment Growth Rate Sources: Central Statistical Office, Mauritius, an author's estimates. Source: Central Statistical Office, Mauritius, an authror's estimates. 7 The job creation, estruction, an employment growth rates use in this section are calculate by iviing the change in employment between two perios by the average employment in those perios. While slightly ifferent from the stanar efinition of growth rates, it is consistent with the efinition typically applie in the job flows literature see Davis, Haltiwanger an Schuh (1997). 8 Following Davis, Haltiwanger an Schuh (1997), the job reallocation rate is efine as the sum of job creation an estruction rates. This efinition reflects the fact that reallocation of jobs an workers from one type of activity to another typically requires the creation of jobs at expaning enterprises an estruction of jobs at contracting ones. Define in this way, job reallocation also equals the maximal reallocation of workers inuce by the reshuffling of employment opportunities across enterprises. The excess job reallocation rate is efine as job reallocation in excess of absolute employment growth, inicating the reallocation of jobs above the amount require to accommoate net employment changes, an may be also thought of as a measure of churning.

8 - 7 - Quarterly job creation an estruction ata show signs of a weakening in textiles uring Figure 3 shows the quarterly ecomposition of employment growth (from March 1986 to September 2003), an is analogous to Figure 1. This figure also shows the rapi growth in EPZ employment in the mi-1980s, before a moeration in employment growth throughout the 1990s. However, the ata for the first three quarters of 2003 show a substantial ecline in the rate of job creation (to its lowest level ever), an a rapi increase in the rate of job estruction. In aition, Figure 4 shows a marke increase in the average size of firms closing own in the last two years. Although relatively recent, the ramatic nature of the increase in job estruction an ecline in job creation in the last year woul be consistent with a rapi structural ecline in Mauritian textiles. While the inustry is unlikely to even in the long-run isappear, it coul very well be much smaller in the coming years. Mauritius restrictive labor market institutions mean that it shares many characteristics with other highly regulate labor markets, such as those in western Europe. In aition to Mauritius relatively high unemployment, unemploye workers face exceptionally long spells, with an average (meian) unemployment uration of 20 (9) months. Moreover, consistent with the stagnant nature of the unemployment pool, Mauritius has relatively low rates of job flows. Table 1 compares the rates of job creation an estruction in the Unite States, Portuguese manufacturing, an the Mauritian EPZ sector (which is preominantly textiles). The Mauritian an Portuguese labor markets ten to exhibit much smaller quarterly job flows than seen in the Unite States, suggesting they are less ynamic than the relatively unregulate U.S. one. That is, flows of workers into an out of unemployment seem less frequent, thereby leaving the unemploye strane for longer Figure 3. Decomposition of Quarterly EPZ Employment Growth, / Job Creation Rate Job Destruction Rate Employment Growth Figure 4. Average Size of New an Closing Firms, (Number of Employees) New Firms Closing Firms Mar-86 Sep-87 Mar-89 Sep-90 Mar-92 Sep-93 Mar-95 Sep-96 Mar-98 Sep-99 Mar-01 Sep-02 1/ Seasonally Ajuste. Source: Central Statistical Office, Mauritius, an author's estimates. 0 Mar-86 Sep-87 Mar-89 Sep-90 Mar-92 Sep-93 Mar-95 Sep-96 Mar-98 Sep-99 Mar-01 Sep-02 Source: Central Statistical Office, Mauritius, an author's estimates. III. AN ASSESSMENT OF THE IMPACT OF WAGE SETTING AND REDEPLOYMENT RESTRICTIONS This section investigates the impact of labor market institutions that compress wages an inhibit the reeployment of workers by using a calibrate equilibrium labor market moel. It fins that even relatively small istortions can substantially affect the nature an incience of unemployment. The moel use in this section is specifically chosen to highlight the effect of institutions on the creation an estruction of jobs, an ultimately unemployment.

9 - 8 - It is also a fairly stanar labor market moel, being similar to that evelope by Pissaries (2000) an Mortensen an Pissaries (1994). An important avantage of this type of moel is that it explicitly captures the frictional nature of labor markets. Table 1. Quarterly Job Flows Rates Country Sector Job Creation Job Destruction Unite States 1972(2)-1993(4) Manufacturing Apparel an Textiles Portugal 1991(1)-1995(4) Manufacturing Portugal/U.S. 1/ Mauritius 1989(1)-2003(1) EPZ Mauritius/U.S. 2/ Sources: Unite States: Davis, et. al., Job Creation an Job Destruction, 1997, MIT Press. Portugal: Blanchar, O. an P. Portugal, "What Hies Behin the Unemployment Rate," American Economic Review, March, Mauritius: Central Statistical Office, Mauritius an author's estimates. 1/ Compare with U.S. manufacturing sector. 2/ Compare with U.S. apparel an textile sectors. A. Moel Environment an Equilibrium In the moel economy assume here, a large number of entrepreneurs can create job openings. Once create, the entrepreneur searches for a worker to fill the position which, epening on the extent of frictions in the market, may be very ifficult an time consuming. When a worker an an entrepreneur meet, they, if allowe, bargain over the wage an ecie whether to work together, thereby creating a job. However, if the government legally imposes the wage to be pai, prouction only occurs if profitable at that given wage. The profitability of these jobs evolve in a persistent manner, reflecting changes in eman an technology. If, as a result of this evolution, the job becomes unprofitable, the entrepreneur will estroy it an possibly create a new job opening, while the worker becomes unemploye an is able to search again. Entrepreneurs are assume to be risk neutral, an value consumption, but suffer isutility of k for each vacancy they post. 9 That is, assuming they iscount the future by a factor β ( 0,1), t β c kv. t= 0 their lifetime preferences may be represente as ( ) t t 9 This assumption is mae without loss of generality, an can be shown to be equivalent to assuming that there is a resource cost to posting vacancies.

10 - 9 - An entrepreneur will attempt to create a job by posting a vacancy whenever it is profitable to o so. This means that the equilibrium number of vacancies poste is etermine by a zero profit conition (1) k + βq( ) J ( ε ) = 0, whenever v>0, an where k is the cost of posting the vacancy, q(.)is the (enogenous) rate at which entrepreneurs meet searching workers, an J ( ε ) is the value receive by the entrepreneur from being matche with a worker. As mentione above, these jobs are subject to iiosyncratic uncertainty represente by the job s prouctivity level ε which makes its value change from perio to perio. However, for analytical convenience, an without any real loss of generality, all new matches are assume to begin with the highest value of ε. The value of each match must satisfy the following Bellman equation: (2) J ( ε ) f ( ε ) w( ε ) + β ( 1 γ ) J ( ε ) + βγe max{ J ( ε '),0} =, where f ( ε ) is the output generate by the match, ( ε ) w is the negotiate wage, an γ is the probability that the job will be subject to a change in its output. If the value of continuing with the worker in this job falls below zero, the match is estroye. The shock, ε, is rawn from a F ε. 10 istribution, ( ) Workers are also assume to be risk neutral, caring only about their consumption, an β 0,1. That is, a worker s life-time utility is represente iscounting the future by the factor ( ) e β. Therefore, the value of working enjoye by an employe worker ( V ( ε ) by t=0 given by a Bellman equation analogous to (2) t ct {,0} e e ( ε ) w( ε ) + β ( 1 γ ) V ( ε ) βγe max V ( ε ') e V = +, where w ( ε ) is the wage pai to the worker. The Emax operator reflects the fact that the wage bargaining process results in a wage so that worker an entrepreneur will always agree on whether the match shoul continue or be estroye. An unemploye worker receives a value equal to the expecte iscounte value of fining a job with probability p (), so that u e u V = β [ p( ) V ( ε ) + ( 1 p( ) ) V ], where p(.) is the (enogenous) probability that an unemploye worker receives a job offer. The costly an time consuming matching process is represente in a very stylize way, with the number of jobs forme in any perio being a function of the number of vacancies an unemploye workers, m ( u, v). As is common in the labor market matching literature, we assume this is a constant returns-to-scale function, meaning the job- an worker-fining rates ) is 10 Although somewhat non-stanar, the process for iiosyncratic prouctivity efines a persistent stochastic process.

11 only epen on the tightness of the labor market the ratio of vacancies to searching workers. v m( u, v) v m( u, v) Given this, the fining rates can be represente by: p =, an q =. u u u v * * δ * Finally, steay state unemployment is given by u =, where δ is the steay state p * (). + δ measure of jobs enogenously estroye. Having escribe the basic elements of the moel, we now erive the conitions unerlying the steay state equilibrium of the moel: first in the case when firms an workers are free to bargain, an then when the government artificially compresses the wages pai. In this simple moel, two ecision rules are sufficient to characterize the job creation (etermining the extent of labor market tightness, u v ) an estruction (etermining the threshol iiosyncratic prouctivity, ε ) ecisions in equilibrium. Wage Determination: Decentralize Bargaining In the case where firms an workers are free to bargain, the bargain process is assume to satisfy the Nash axiomatic solution, which results in wages sufficient to compensate the worker for their value for searching plus a share equal to their bargaining power, θ of the surplus e u u e u generate by the match ( S ( ε )), i.e., V ( ε ) = V + θs( ε ) = V + θ[ J ( ε ) + V ( ε ) V ]. It is easy to show that for linear prouction functions, the equilibrium wage function ( w ( ε )) will be linear in prouctivity: w ( ε ) = w 0 + w1ε (see Pissaries, 2000, Chap. 2). The enogenous equilibrium creation an estruction ecisions can be neatly summarize by two elements: the reservation prouctivity below which the match is estroye ( ε ); an the extent of labor market tightness efine as the ratio of vacancies to the number of unemploye ( u v ). In this case, the v * equilibrium creation an estruction ecision rules ( an ε ) satisfy (3) an (4), u (3) v * q = u β k ( 1 θ ) S( ε ), an (4) S( ε ) = f ( ε ) + β ( 1 γ ) S( ε ) + βγe max{ S( ε '),0} βpθs( ε ) = 0, respectively. One attractive property of this equilibrium relates to the efficiency of the equilibrium allocation. As shown by Hosios (1990), given the extent of matching frictions, the equilibrium is efficient when the elasticity of the matching function with respect to unemployment equals θ. We will return to this property in the calibration of the moel, which will be calibrate so that the ecentralize bargaining equilibrium is efficient. Therefore, the resulting impact of labor market institutions will be eviations from the efficient allocation.

12 Wage Determination: Exogenous Wage Scheule In the case where the government imposes a (compresse) wage scheule, ( ε ) erive by an entrepreneur from being matche, (2), is moifie to become ~ ~ {,0} ~ ~ =. (5) J ( ε ) f ( ε ) w( ε ) + β ( 1 γ ) J ( ε ) + βγe max J ( ε ') The resulting equilibrium creation an estruction ecision rules satisfy the following equations, (6) v ~ * k q = ~, an u βj ( ε ) ~ ~ ~ (7) J ( ε ) = f ( ε ) w~ ( ε ) + β ( 1 γ ) J ( ε ) + βγe max J ( ε ') {,0} = 0 w ~, the value, respectively. The solution of this moel with exogenous wages may be represente in a simple iagram. The equilibrium ecisions relating to job creation (JC) an estruction (JD) can then be v summarize in Figure 5, which represent feasible combinations of ε an that are u consistent with the optimal creation an estruction of jobs. The intuition for the negative relation between the ecision rules that unerlie the JC relation reflects the fact that an increase in the tightness of the labor market leas to an increase in the expecte cost of creating a new job by reucing the chance a vacant position will be fille this perio meaning that existing jobs will be more urable an, therefore, less prouctive jobs will survive. When the wage is set by the government, the reservation prouctivity unerlying the amount of job estruction is inepenent of the tightness of the labor market, an hence results in a vertical JD curve. 11 The simple nature of this stylize moel means that the impact of policies an institutions can easily be stuie. For the questions consiere in this section, two comparative statics are relevant: (i) the impact of an exogenous compression in the wages relative to the results of bargaining; an (ii) the impact of limits on the ability to reeploy workers. The wage compression assume in this paper reflects both some cross-market compression, as well as 11 This iffers from the solution in the stanar Mortensen an Pissaries (1994) moel where wages are bargaine. In that moel, there is a negative relation unerlying the JD curve, which v reflects that a tighter labor market (higher ) increases workers bargaining power an u hence their wages meaning that more marginal jobs will become unprofitable an hence will be estroye.

13 some within-market compression. More specifically, the nature of wage compression is assume to be such that, for a constant istribution of prouctivity across jobs, average wages are g percent higher than they woul be if bargaine, an the slope of the wage scheule becomes flatter by a factor φ ( g = 0 means no cross-market compression, an φ = 1 means no within-market compression). 12 For the secon comparative static, we assume that the notion of reeployment restrictions can be capture by lower average per perio output from the worker. 13 The qualitative impact of wage compression on the creation an estruction ecisions of firms is clearly shown in Figure 5(a). First, raising the average wage pai to low-skill workers, especially the wages of the lowest pai, makes the most marginal jobs unprofitable, resulting in their estruction. Therefore, the prouctivity of the marginal job, ε, must rise, increasing the total amount of estruction (the JD curve moves right). There is a slightly offsetting effect on job creation. Since all new jobs are assume to begin with high prouctivity in this moel, an as relative wage compression reuces the relative wage pai in higher wage jobs, the incentive to create new jobs (at the same time as estroy ol jobs) rises slightly (the JC curve moves right). In aggregate, more jobs are estroye, an fewer jobs are typically create. The impact of restrictions on the flexibility of workers has very intuitive effects, which are shown in Figure 5(b). By reucing the expecte output of a worker in any given perio, keeping workers in more marginal jobs is no longer profitable (an so the JD curve moves right). 14 ~ ~ w ~ 12 This can be accomplishe by a compresse wage scheule of the form w ( ε ) = w0 + 1ε, where w ~ w 1 = φ 1 an w ~ 0 ( ε ) = w0 ( 1+ g) + w1 ( 1 φ + g) E( w( ε )). Using (6) an (7) one can ε w( ε ) ε formally erive that > 0, an g JD φ JD < 0, meaning < 0. Other things equal, φ ε ε > 0 an = 0, although job creation is affecte in the latter case though the rise φ g JC JC in job estruction. 13 Since the ability of firms to reeploy workers reuces the value a firm can expect from a worker in any perio, it is moele as a reuction in the level of output expecte in any perio. That is, with some probability a worker may nee to perform the uties of another occupational category. Since employment restrictions inhibit this re-eployment, the worker is less valuable. 14 Assuming that f ( ε ) = ˆ ε + ε, an using (6) an (7), one can erive the following comparative ε ε statics for a change in εˆ : < 0, an = 0. ˆ ε ˆ ε JD JC JD

14 Reflecting the increasing fragility of jobs, the estruction of jobs increases, as oes inirectly the creation of new jobs. 15 These effects are quite general an apply both beyon the EPZ sector as well as the Mauritian labor market. In particular, even if some sectors are grante a preferential regulatory environment, the opportunities for low-skill workers will still be unnecessarily restricte. Inee, as the structure of the economy an the eman for low-skill workers changes over the coming years, the ifferential regulatory treatment coul become increasingly etrimental. Figure 5. The Impact of Labor Market Institutions (a) Wage Compression (b) Reeployment Restrictions v u JC0 JD0 JD1 v u JC0 JD0 JD1 v u v u 1 0 JC1 v u 0 v u 1 ε o ε 1 ε B. Calibration ε o ε 1 ε To make this analysis more concrete, this stylize moel of job creation an estruction is calibrate to salient features of the Mauritian economy. This involves choosing values for all of the moel s parameters, an a functional form for the matching function. First, we take a moel perio to be a quarter, therefore setting the iscount factor to β = Following much of the matching an job flows literature, we choose a Cobb-Douglas form for the matching function. Several empirical stuies have estimate the elasticity of the matching 15 In this context, the fragility of a job refers to the likelihoo it is estroye. By relative wage compression we mean that possibly ue to centralize wage etermination the wages pai to workers are artificially more similar than they woul be if wages were the result of firm-level bargaining (Bertola an Rogerson, 1997). This means that ifferential wages o not fully reflect ifferences in prouctivity or working conitions. More specifically, this coul mean that wages in a particular sector are linke to wages in a higher paying sector (cross-market compression), an/or that wages within an inustry are closer to each other, although the average wage is much the same (within-market compression). Invariably, both of these types of compression occur together. 16 This is consistent with an annual iscount rate of 4 percent.

15 function with respect to unemployment, α, an foun that estimates in the range of (Petrongolo an Pissaries, 2001). For the purposes of this exercise the relatively conservative lower estimate of α = 0. 4 is chosen. In the unistorte equilibrium, where firms an workers bargain over the wage, the bargaining power of the worker is assume to be consistent with an efficient equilibrium allocation. That is, following Hosios (1990), we set θ = α = 0.4. We also assume that iiosyncratic prouctivity, ε, is istribute uniformly. The remaining parameters, k an γ are chosen to match the average EPZ job estruction rate following the establishment of the sector (of 4.02 percent uring ), an the unemployment rate for low-skill workers recore in the 2000 census (of 9.6 percent). 17 Finally, the parameter governing the efficiency of the matching process is chosen so that a reasonable egree of labor market tightness two-thirs woul result in a ecentralize bargaining market. The final choice we nee to make is the extent of wage compression in the economy. While Mauritius labor market institutions unoubtely compress wages, there is unfortunately no concrete measure of the egree of this compression in Mauritius. 18 In the baseline calibration, we conservatively assume a small amount of bleeing of wages from highwage sectors to low-wage workers ( g = ), as well as some moerate compression of wages pai within low skill inustries consistent with the cross-market effect ( φ = 0. 5). The benchmark moel results (with matche unemployment an job estruction rates) are reporte at the top of Table 2. C. Empirical Results Even assuming relatively minimal wage compression, there is a noticeable impact on unemployment, the average length of an unemployment spell, an although to a lesser extent unit labor costs. All of the policy experiments are performe relative to an environment where firm-level wage bargaining is the norm. Table 2 reveals a significant increase in unemployment, as well as the average length of unemployment spells. These changes reflect a significant reuction in the creation of new jobs evience by the 20 percent jump in the job fining rate when compression is remove an an increase in job fragility seen in the rate of job estruction. Even small amounts of wage compression can, therefore, lea to a significant reuction in the welfare of workers (an employers). A move to firm-level wage bargaining coul bring significant benefits to these workers. While wage compression also tens to increase unit labor costs, it has a relatively minor impact because wage compression leas to the closure of the less prouctive jobs, raising average prouctivity. 17 It is implicitly assume that all low-skill jobs share the job estruction rate of the EPZ sector. In 2000, the overall unemployment rate was 8.8 percent. 18 For example, Mauritius oes not have estimates of traitional measures of wage ispersion, such as the wage ifferential, or the cross-sectional variance of wages pai.

16 Table 2. Moel Output: The Impact of Labor Market Restrictions Unemployment Unemployment Job Fining Job Destruction Unit Labor Excess Job Rate Duration (mths) Rate Rate Costs Reallocation Baseline Results Benchmark 1/ No Wage Compression % Difference Wage Compression No Cross-Market Comp % Difference 2/ No Within-Market Comp % Difference 2/ Reeployment Restrictions No Wage Compression 10% lower reeployment rate % Difference 2/ Wage Compression 10% lower reeployment rate % Difference 2/ % Difference No Wage Comp / Assumes some cross-market (g = 0.02) an within-market (φ=0.5) wage compression. 2/ Difference from No Wage Compression simulation. While both types of wage compression are costly, cross-market compression seems more harmful. Removing the cross-market compression leas to a much larger reuction in unemployment, than removing the within-market compression. Reflecting its immeiate effect on profitability, removing the cross-market compression leas to a big increase in the rate of job creation, an a small reuction in the job estruction. Removing the assume amount of withinmarket compression has a smaller effect on the creation of new jobs, but leas to a bigger fall in the fragility of existing jobs as it has a bigger impact on the profitability of the most marginal jobs. A small reuction in the ability of firms to reeploy workers also leas to an increase in unemployment, an the length of average unemployment spells. In this exercise, it is assume that such regulations result in a 10 percent reuction in the level of output. 19 The increases in unemployment an unemployment uration reflect increases in the fragility of jobs (an increase in job estruction), as well as a lower job fining rate given the fall in profitability. Table 2 also shows that wage compression significantly worsens the impact of these employment restrictions, with these restrictions resulting in a 4.1 percent rise in unemployment in the absence of wage setting restrictions, an a 34.2 percent rise in unemployment with such restrictions. 19 As iscusse above (in Section III A, an especially footnote 12) the impact of reeployment restrictions is moele as a reuction in the expecte prouct of a worker in any perio.

17 Figures 6 8 show the consequences of various egrees of wage compression an employment restrictions for labor market outcomes, as we move from an unistorte equilibrium in which firms an workers are free to bargain over wages. Figure 6 shows the impact of cross-market compression up to a 5 percent increase in average wages. Figure 7 shows the impact of increasing within-market wage compression so that average wages remain relatively unchange. Figure 8 shows the effect of reucing the ifficulty of reeploying workers, as reflecte in an increase in expecte output. Increases in the extent of cross-market wage compression lea to monotonic increases in unemployment an the fragility of jobs. Although not shown, they also increase the length of the average unemployment spell an the extent of inefficient churning. Increases in the extent of within-market wage compression ten to increase unemployment an the fragility of jobs. There is also an increase in the extent of inefficient churning, an the average uration of each job falls by over 10 percent. For very high amounts of wage compression, there is a slight reuction in unemployment reflecting the fact that given the assumption that new jobs are create with the highest level of prouctivity higher within-market wages ten to increase the job fining rate. Increases in ability to reeploy workers significantly reuce unemployment an job fragility. Although not shown, the average length of unemployment spells an the extent of inefficient churning also fall. Moreover, all these improvements are greater when wages are not compresse. Figure 6: Cross-Market Wage Compression: Unemployment an Job Destruction (a) Unemployment Rate Wage Compression Percent increase in average wage (b) Job Destruction Rate Wage Compression Percent increase in average wage Wage compression significantly worsens the impact of negative shocks. As can be seen from Table 2, the impact of a 10 percent reuction in the level of output significantly increases the extent of unemployment an the length of unemployment spells. With the main employers of low-skill workers unergoing significant changes in coming years, reform to these wage setting institutions will become increasingly important.

18 Figure 7: Within-Market Wage Compression: Unemployment an Job Destruction Wage Compression (a) Unemployment Rate Within Market Compression (b) Job Destruction Rate Wage Compression Within Market Compression Figure 8: Worker Reeployment: Unemployment an Job Destruction (a) Unemployment Rate Wage Compression Complete reeployment an no compression Degree of Reeployment (b) Job Destruction Rate Wage Compression Complete reeployment an no compression Degree of Reeployment IV. CONCLUSION Sectors that intensively employ low-skill workers, such as sugar an EPZ, have contribute significantly to the Mauritian growth miracle (Subramanian an Roy, 2001). The rapi economic transformation that resulte from the EPZ sector creation is clearly seen in Figures 1 an 2. However, in the face of impening changes in these markets, low-skill workers will face very ifferent employment prospects in the coming years. Inee, the evience presente in Section II suggests these changes, at least for textile workers, have alreay begun. Therefore, the nee for labor market reform is now urgent. While several factors have contribute to the incience of unemployment in Mauritius, the results of a simple moeling exercise show that even minimal wage compression an reeployment restrictions reuce the employment of the affecte workers an increase the length of the resulting unemployment spells. Moreover, all of these policies result in excessive turnover in the economy, which will ultimately reuce the ability of workers to acquire skills when employe an hasten their atrophy when workers become unemploye. Inee, the harm resulting from any of these istortions is intensifie when other istortions coexist. Moreover, wage compression imposes costs beyon those iscusse in this paper. As Haltiwanger an Voopivec (2002, p. 5) fin in their stuy on Slovenia,... businesses with

19 more compresse wages have... greater excess turnover for high quality workers,... [an] wage compression creates excessive instability of jobs an imposes aitional worker islocation costs, as well as reuces firms ability to achieve quality firm-worker matches. As iscusse above, institutions that compress wages are foun in many countries. Shieling some sectors from restrictive institutions may ameliorate the effects temporarily, but ultimately these istortions will harm the opportunities for low-skill workers an, more broaly, longer-term growth prospects. By istorting the incentives to reallocate economic activity into new, unimagine, areas, these institutions limit the opportunities for lowskill workers an inhibit the reshaping of the economy. This will become increasingly so, as the economy unergoes an enforce structural transformation in the coming years. Although eucation is often seen as a solution to poor labor market outcomes in many countries, ignoring institutions that inhibit the eman for labor can have significant consequences. While the Mauritian government has embarke on a bol an necessary series of eucational reforms, general labor market reform remains crucial. These eucational reforms will unoubtely help Mauritius move into other high-tech fiels, but will not be able to assist all low-skill workers. First, these eucational reforms will take some time to bear fruit. Secon, with only 7.3 percent of Mauritians having their higher school certificate, it will take consierable time before these new eneavors can absorb much of Mauritius low-skill labor force. Therefore, as in many countries, eucational reform can, at most, be only a partial solution to unemployment problems.

20 REFERENCES Bentolila, S. an G. Bertola, 1990, Firing Costs an Labor Deman: How Ba is Eurosclerosis?, Review of Economic Stuies, Vol. 57, pp Bertola, Giuseppe, an Richar Rogerson, 1997, Institutions an Labor Reallocation, European Economic Review, Vol. 41, pp Blanchar, O., an P. Portugal, 2001, What Lies Behin the Unemployment Rate: Comparing Portuguese an U.S. Labor Markets, American Economic Review, Vol. 91 (March), pp Davis, Steven J., John C. Haltiwanger, an Scott Schuh, 1997, Job Creation an Destruction (Cambrige: MIT Press). Garibali, Pietro, 1998, Job Flow Dynamics an Firing Restrictions, European Economic Review, Vol. 42, pp Haltiwanger, John C., an Milan Voopivec, 2002, Worker Flows, Job Flows an Firm Wage Policies: An Analysis of Slovenia, IZA Discussion Paper No. 569 (September). Hopenhayn, Hugo an Richar Rogerson, 1993, Job Turnover an Policy Evaluation: A General Equilibrium Analysis, Journal of Political Economy, Vol. 101, pp Hosios, Arthur, J., 1990, On the Efficiency of Matching an Relate Moels of Search an Unemployment, Review of Economic Stuies, Vol. 57 (April), pp Layar, Richar, Stephen Nickell, an Richar Jackman, 1991, Unemployment: Macroeconomic Performance an the Labour Market (New York: Oxfor University Press). Lazear, Ewar, P., 1990, Job Security Provisions an Employment, Quarterly Journal of Economics, Vol. 105, pp McDonal, Calvin, an James Yao, 2003, Mauritius: Unemployment an the Role of Institutions, IMF Working Paper 03/211 (Washington: International Monetary Fun). Mortensen, Dale T., an Christopher A. Pissaries, 1994, Job Creation an Job Destruction in the Theory of Unemployment, Review of Economic Stuies, Vol. 61 (July), pp OECD, 1994, Employment Outlook 1994 (Paris: OECD). OECD, 1995, The OECD Jobs Stuy (Paris: OECD).

21 Petrongolo, Barbara, an Christopher A. Pissaries, 2001, Looking into the Black Box: A Survey of the Matching Function, Journal of Economic Literature, Vol. 39 (June), pp Pissaries, Christopher A., 2000, Equilibrium Unemployment Theory (Cambrige: MIT Press, 2 n e.). Subramanian, Arvin, an Devesh Roy, 2001, Who Can Explain the Mauritian Miracle: Meae, Romer, Sachs, or Rorick?, IMF Working Paper 01/116 (Washington: International Monetary Fun). Svejnar, Jan, 1999, Labor Markets in the Transitional Central an East European Economies, in Hanbook of Labor Economics, Vol. 3B, e. by Orley Ashenfelter an Davi Car (Amsteram: Elsevier).

State of Louisiana Office of Information Technology. Change Management Plan

State of Louisiana Office of Information Technology. Change Management Plan State of Louisiana Office of Information Technology Change Management Plan Table of Contents Change Management Overview Change Management Plan Key Consierations Organizational Transition Stages Change

More information

JON HOLTAN. if P&C Insurance Ltd., Oslo, Norway ABSTRACT

JON HOLTAN. if P&C Insurance Ltd., Oslo, Norway ABSTRACT OPTIMAL INSURANCE COVERAGE UNDER BONUS-MALUS CONTRACTS BY JON HOLTAN if P&C Insurance Lt., Oslo, Norway ABSTRACT The paper analyses the questions: Shoul or shoul not an iniviual buy insurance? An if so,

More information

CALCULATION INSTRUCTIONS

CALCULATION INSTRUCTIONS Energy Saving Guarantee Contract ppenix 8 CLCULTION INSTRUCTIONS Calculation Instructions for the Determination of the Energy Costs aseline, the nnual mounts of Savings an the Remuneration 1 asics ll prices

More information

Detecting Possibly Fraudulent or Error-Prone Survey Data Using Benford s Law

Detecting Possibly Fraudulent or Error-Prone Survey Data Using Benford s Law Detecting Possibly Frauulent or Error-Prone Survey Data Using Benfor s Law Davi Swanson, Moon Jung Cho, John Eltinge U.S. Bureau of Labor Statistics 2 Massachusetts Ave., NE, Room 3650, Washington, DC

More information

An intertemporal model of the real exchange rate, stock market, and international debt dynamics: policy simulations

An intertemporal model of the real exchange rate, stock market, and international debt dynamics: policy simulations This page may be remove to conceal the ientities of the authors An intertemporal moel of the real exchange rate, stock market, an international ebt ynamics: policy simulations Saziye Gazioglu an W. Davi

More information

Chapter 4: Elasticity

Chapter 4: Elasticity Chapter : Elasticity Elasticity of eman: It measures the responsiveness of quantity emane (or eman) with respect to changes in its own price (or income or the price of some other commoity). Why is Elasticity

More information

Consumer Referrals. Maria Arbatskaya and Hideo Konishi. October 28, 2014

Consumer Referrals. Maria Arbatskaya and Hideo Konishi. October 28, 2014 Consumer Referrals Maria Arbatskaya an Hieo Konishi October 28, 2014 Abstract In many inustries, rms rewar their customers for making referrals. We analyze the optimal policy mix of price, avertising intensity,

More information

The one-year non-life insurance risk

The one-year non-life insurance risk The one-year non-life insurance risk Ohlsson, Esbjörn & Lauzeningks, Jan Abstract With few exceptions, the literature on non-life insurance reserve risk has been evote to the ultimo risk, the risk in the

More information

Mandate-Based Health Reform and the Labor Market: Evidence from the Massachusetts Reform

Mandate-Based Health Reform and the Labor Market: Evidence from the Massachusetts Reform Manate-Base Health Reform an the Labor Market: Evience from the Massachusetts Reform Jonathan T. Kolsta Wharton School, University of Pennsylvania an NBER Amana E. Kowalski Department of Economics, Yale

More information

ISSN: 2277-3754 ISO 9001:2008 Certified International Journal of Engineering and Innovative Technology (IJEIT) Volume 3, Issue 12, June 2014

ISSN: 2277-3754 ISO 9001:2008 Certified International Journal of Engineering and Innovative Technology (IJEIT) Volume 3, Issue 12, June 2014 ISSN: 77-754 ISO 900:008 Certifie International Journal of Engineering an Innovative echnology (IJEI) Volume, Issue, June 04 Manufacturing process with isruption uner Quaratic Deman for Deteriorating Inventory

More information

Product Differentiation for Software-as-a-Service Providers

Product Differentiation for Software-as-a-Service Providers University of Augsburg Prof. Dr. Hans Ulrich Buhl Research Center Finance & Information Management Department of Information Systems Engineering & Financial Management Discussion Paper WI-99 Prouct Differentiation

More information

Optimal Energy Commitments with Storage and Intermittent Supply

Optimal Energy Commitments with Storage and Intermittent Supply Submitte to Operations Research manuscript OPRE-2009-09-406 Optimal Energy Commitments with Storage an Intermittent Supply Jae Ho Kim Department of Electrical Engineering, Princeton University, Princeton,

More information

Data Center Power System Reliability Beyond the 9 s: A Practical Approach

Data Center Power System Reliability Beyond the 9 s: A Practical Approach Data Center Power System Reliability Beyon the 9 s: A Practical Approach Bill Brown, P.E., Square D Critical Power Competency Center. Abstract Reliability has always been the focus of mission-critical

More information

Optimal Control Policy of a Production and Inventory System for multi-product in Segmented Market

Optimal Control Policy of a Production and Inventory System for multi-product in Segmented Market RATIO MATHEMATICA 25 (2013), 29 46 ISSN:1592-7415 Optimal Control Policy of a Prouction an Inventory System for multi-prouct in Segmente Market Kuleep Chauhary, Yogener Singh, P. C. Jha Department of Operational

More information

A New Pricing Model for Competitive Telecommunications Services Using Congestion Discounts

A New Pricing Model for Competitive Telecommunications Services Using Congestion Discounts A New Pricing Moel for Competitive Telecommunications Services Using Congestion Discounts N. Keon an G. Ananalingam Department of Systems Engineering University of Pennsylvania Philaelphia, PA 19104-6315

More information

There are two different ways you can interpret the information given in a demand curve.

There are two different ways you can interpret the information given in a demand curve. Econ 500 Microeconomic Review Deman What these notes hope to o is to o a quick review of supply, eman, an equilibrium, with an emphasis on a more quantifiable approach. Deman Curve (Big icture) The whole

More information

MODELLING OF TWO STRATEGIES IN INVENTORY CONTROL SYSTEM WITH RANDOM LEAD TIME AND DEMAND

MODELLING OF TWO STRATEGIES IN INVENTORY CONTROL SYSTEM WITH RANDOM LEAD TIME AND DEMAND art I. robobabilystic Moels Computer Moelling an New echnologies 27 Vol. No. 2-3 ransport an elecommunication Institute omonosova iga V-9 atvia MOEING OF WO AEGIE IN INVENOY CONO YEM WIH ANOM EA IME AN

More information

Innovation Union means: More jobs, improved lives, better society

Innovation Union means: More jobs, improved lives, better society The project follows the Lisbon an Gothenburg Agenas, an supports the EU 2020 Strategy, in particular SMART Growth an the Innovation Union: Innovation Union means: More jobs, improve lives, better society

More information

A Theory of Exchange Rates and the Term Structure of Interest Rates

A Theory of Exchange Rates and the Term Structure of Interest Rates Review of Development Economics, 17(1), 74 87, 013 DOI:10.1111/roe.1016 A Theory of Exchange Rates an the Term Structure of Interest Rates Hyoung-Seok Lim an Masao Ogaki* Abstract This paper efines the

More information

Option Pricing for Inventory Management and Control

Option Pricing for Inventory Management and Control Option Pricing for Inventory Management an Control Bryant Angelos, McKay Heasley, an Jeffrey Humpherys Abstract We explore the use of option contracts as a means of managing an controlling inventories

More information

10.2 Systems of Linear Equations: Matrices

10.2 Systems of Linear Equations: Matrices SECTION 0.2 Systems of Linear Equations: Matrices 7 0.2 Systems of Linear Equations: Matrices OBJECTIVES Write the Augmente Matrix of a System of Linear Equations 2 Write the System from the Augmente Matrix

More information

How To Price Internet Access In A Broaban Service Charge On A Per Unit Basis

How To Price Internet Access In A Broaban Service Charge On A Per Unit Basis iqui Pricing for Digital Infrastructure Services Subhajyoti Banyopahyay * an sing Kenneth Cheng Department of Decision an Information Sciences Warrington College of Business Aministration University of

More information

Lecture L25-3D Rigid Body Kinematics

Lecture L25-3D Rigid Body Kinematics J. Peraire, S. Winall 16.07 Dynamics Fall 2008 Version 2.0 Lecture L25-3D Rigi Boy Kinematics In this lecture, we consier the motion of a 3D rigi boy. We shall see that in the general three-imensional

More information

Professional Level Options Module, Paper P4(SGP)

Professional Level Options Module, Paper P4(SGP) Answers Professional Level Options Moule, Paper P4(SGP) Avance Financial Management (Singapore) December 2007 Answers Tutorial note: These moel answers are consierably longer an more etaile than woul be

More information

Hull, Chapter 11 + Sections 17.1 and 17.2 Additional reference: John Cox and Mark Rubinstein, Options Markets, Chapter 5

Hull, Chapter 11 + Sections 17.1 and 17.2 Additional reference: John Cox and Mark Rubinstein, Options Markets, Chapter 5 Binomial Moel Hull, Chapter 11 + ections 17.1 an 17.2 Aitional reference: John Cox an Mark Rubinstein, Options Markets, Chapter 5 1. One-Perio Binomial Moel Creating synthetic options (replicating options)

More information

Debt cycles, instability and fiscal rules: a Godley-Minsky model

Debt cycles, instability and fiscal rules: a Godley-Minsky model Faculty of usiness an Law Debt cycles, instability an fiscal rules: a Goley-Minsky moel Yannis Dafermos Department of Accounting, Economics an Finance, University of the West of Englan, ristol, UK Yannis.Dafermos@uwe.ac.uk

More information

Modelling and Resolving Software Dependencies

Modelling and Resolving Software Dependencies June 15, 2005 Abstract Many Linux istributions an other moern operating systems feature the explicit eclaration of (often complex) epenency relationships between the pieces of software

More information

Math 230.01, Fall 2012: HW 1 Solutions

Math 230.01, Fall 2012: HW 1 Solutions Math 3., Fall : HW Solutions Problem (p.9 #). Suppose a wor is picke at ranom from this sentence. Fin: a) the chance the wor has at least letters; SOLUTION: All wors are equally likely to be chosen. The

More information

Mathematics Review for Economists

Mathematics Review for Economists Mathematics Review for Economists by John E. Floy University of Toronto May 9, 2013 This ocument presents a review of very basic mathematics for use by stuents who plan to stuy economics in grauate school

More information

Chapter 9 AIRPORT SYSTEM PLANNING

Chapter 9 AIRPORT SYSTEM PLANNING Chapter 9 AIRPORT SYSTEM PLANNING. Photo creit Dorn McGrath, Jr Contents Page The Planning Process................................................... 189 Airport Master Planning..............................................

More information

Optimizing Multiple Stock Trading Rules using Genetic Algorithms

Optimizing Multiple Stock Trading Rules using Genetic Algorithms Optimizing Multiple Stock Traing Rules using Genetic Algorithms Ariano Simões, Rui Neves, Nuno Horta Instituto as Telecomunicações, Instituto Superior Técnico Av. Rovisco Pais, 040-00 Lisboa, Portugal.

More information

Enterprise Resource Planning

Enterprise Resource Planning Enterprise Resource Planning MPC 6 th Eition Chapter 1a McGraw-Hill/Irwin Copyright 2011 by The McGraw-Hill Companies, Inc. All rights reserve. Enterprise Resource Planning A comprehensive software approach

More information

Safety Stock or Excess Capacity: Trade-offs under Supply Risk

Safety Stock or Excess Capacity: Trade-offs under Supply Risk Safety Stock or Excess Capacity: Trae-offs uner Supply Risk Aahaar Chaturvei Victor Martínez-e-Albéniz IESE Business School, University of Navarra Av. Pearson, 08034 Barcelona, Spain achaturvei@iese.eu

More information

New Trade Models, New Welfare Implications

New Trade Models, New Welfare Implications New Trae Moels, New Welfare Implications Marc J. Melitz Harvar University, NBER an CEPR Stephen J. Reing Princeton University, NBER an CEPR August 13, 2014 Abstract We show that enogenous firm selection

More information

Gender Differences in Educational Attainment: The Case of University Students in England and Wales

Gender Differences in Educational Attainment: The Case of University Students in England and Wales Gener Differences in Eucational Attainment: The Case of University Stuents in Englan an Wales ROBERT MCNABB 1, SARMISTHA PAL 1, AND PETER SLOANE 2 ABSTRACT This paper examines the eterminants of gener

More information

APPLICATION OF CALCULUS IN COMMERCE AND ECONOMICS

APPLICATION OF CALCULUS IN COMMERCE AND ECONOMICS Application of Calculus in Commerce an Economics 41 APPLICATION OF CALCULUS IN COMMERCE AND ECONOMICS æ We have learnt in calculus that when 'y' is a function of '', the erivative of y w.r.to i.e. y ö

More information

Factor Prices and International Trade: A Unifying Perspective

Factor Prices and International Trade: A Unifying Perspective Factor Prices an International Trae: A Unifying Perspective Ariel Burstein UCLA an NBER Jonathan Vogel Columbia an NBER October 20 Abstract How o trae liberalizations a ect relative factor prices an to

More information

INFLUENCE OF GPS TECHNOLOGY ON COST CONTROL AND MAINTENANCE OF VEHICLES

INFLUENCE OF GPS TECHNOLOGY ON COST CONTROL AND MAINTENANCE OF VEHICLES 1 st Logistics International Conference Belgrae, Serbia 28-30 November 2013 INFLUENCE OF GPS TECHNOLOGY ON COST CONTROL AND MAINTENANCE OF VEHICLES Goran N. Raoičić * University of Niš, Faculty of Mechanical

More information

Answers to the Practice Problems for Test 2

Answers to the Practice Problems for Test 2 Answers to the Practice Problems for Test 2 Davi Murphy. Fin f (x) if it is known that x [f(2x)] = x2. By the chain rule, x [f(2x)] = f (2x) 2, so 2f (2x) = x 2. Hence f (2x) = x 2 /2, but the lefthan

More information

Automatic Long-Term Loudness and Dynamics Matching

Automatic Long-Term Loudness and Dynamics Matching Automatic Long-Term Louness an Dynamics Matching Earl ickers Creative Avance Technology Center Scotts alley, CA, USA earlv@atc.creative.com ABSTRACT Traitional auio level control evices, such as automatic

More information

Net Neutrality, Network Capacity, and Innovation at the Edges

Net Neutrality, Network Capacity, and Innovation at the Edges Net Neutrality, Network Capacity, an Innovation at the Eges Jay Pil Choi Doh-Shin Jeon Byung-Cheol Kim May 22, 2015 Abstract We stuy how net neutrality regulations affect a high-banwith content provier(cp)

More information

Asymmetric Neutrality Regulation and Innovation at the Edges: Fixed vs. Mobile Networks

Asymmetric Neutrality Regulation and Innovation at the Edges: Fixed vs. Mobile Networks TSE 521 August 2014 Asymmetric Neutrality Regulation an Innovation at the Eges: Fixe vs. Mobile Networks Jay Pil Choi, Doh Shin Jeon an Byung Cheol Kim Asymmetric Neutrality Regulation an Innovation at

More information

Risk Management for Derivatives

Risk Management for Derivatives Risk Management or Derivatives he Greeks are coming the Greeks are coming! Managing risk is important to a large number o iniviuals an institutions he most unamental aspect o business is a process where

More information

Unbalanced Power Flow Analysis in a Micro Grid

Unbalanced Power Flow Analysis in a Micro Grid International Journal of Emerging Technology an Avance Engineering Unbalance Power Flow Analysis in a Micro Gri Thai Hau Vo 1, Mingyu Liao 2, Tianhui Liu 3, Anushree 4, Jayashri Ravishankar 5, Toan Phung

More information

How To Segmentate An Insurance Customer In An Insurance Business

How To Segmentate An Insurance Customer In An Insurance Business International Journal of Database Theory an Application, pp.25-36 http://x.oi.org/10.14257/ijta.2014.7.1.03 A Case Stuy of Applying SOM in Market Segmentation of Automobile Insurance Customers Vahi Golmah

More information

Web Appendices to Selling to Overcon dent Consumers

Web Appendices to Selling to Overcon dent Consumers Web Appenices to Selling to Overcon ent Consumers Michael D. Grubb MIT Sloan School of Management Cambrige, MA 02142 mgrubbmit.eu www.mit.eu/~mgrubb May 2, 2008 B Option Pricing Intuition This appenix

More information

Social rate of return to plant breeding research in Germany Die gesamtwirtschaftliche Verzinsung der Pflanzenzüchtungsforschung in Deutschland

Social rate of return to plant breeding research in Germany Die gesamtwirtschaftliche Verzinsung der Pflanzenzüchtungsforschung in Deutschland Social rate of return to plant breeing research in Germany Die gesamtwirtschaftliche Verzinsung er Pflanzenzüchtungsforschung in Deutschlan Haral von Witzke, Kurt Jechlitschka, Dieter Kirschke Humbolt-Universität

More information

Hybrid Model Predictive Control Applied to Production-Inventory Systems

Hybrid Model Predictive Control Applied to Production-Inventory Systems Preprint of paper to appear in the 18th IFAC Worl Congress, August 28 - Sept. 2, 211, Milan, Italy Hybri Moel Preictive Control Applie to Prouction-Inventory Systems Naresh N. Nanola Daniel E. Rivera Control

More information

Search Advertising Based Promotion Strategies for Online Retailers

Search Advertising Based Promotion Strategies for Online Retailers Search Avertising Base Promotion Strategies for Online Retailers Amit Mehra The Inian School of Business yeraba, Inia Amit Mehra@isb.eu ABSTRACT Web site aresses of small on line retailers are often unknown

More information

Web Appendices of Selling to Overcon dent Consumers

Web Appendices of Selling to Overcon dent Consumers Web Appenices of Selling to Overcon ent Consumers Michael D. Grubb A Option Pricing Intuition This appenix provies aitional intuition base on option pricing for the result in Proposition 2. Consier the

More information

MSc. Econ: MATHEMATICAL STATISTICS, 1995 MAXIMUM-LIKELIHOOD ESTIMATION

MSc. Econ: MATHEMATICAL STATISTICS, 1995 MAXIMUM-LIKELIHOOD ESTIMATION MAXIMUM-LIKELIHOOD ESTIMATION The General Theory of M-L Estimation In orer to erive an M-L estimator, we are boun to make an assumption about the functional form of the istribution which generates the

More information

CURRENCY OPTION PRICING II

CURRENCY OPTION PRICING II Jones Grauate School Rice University Masa Watanabe INTERNATIONAL FINANCE MGMT 657 Calibrating the Binomial Tree to Volatility Black-Scholes Moel for Currency Options Properties of the BS Moel Option Sensitivity

More information

ThroughputScheduler: Learning to Schedule on Heterogeneous Hadoop Clusters

ThroughputScheduler: Learning to Schedule on Heterogeneous Hadoop Clusters ThroughputScheuler: Learning to Scheule on Heterogeneous Haoop Clusters Shehar Gupta, Christian Fritz, Bob Price, Roger Hoover, an Johan e Kleer Palo Alto Research Center, Palo Alto, CA, USA {sgupta, cfritz,

More information

Stock Market Value Prediction Using Neural Networks

Stock Market Value Prediction Using Neural Networks Stock Market Value Preiction Using Neural Networks Mahi Pakaman Naeini IT & Computer Engineering Department Islamic Aza University Paran Branch e-mail: m.pakaman@ece.ut.ac.ir Hamireza Taremian Engineering

More information

Rural Development Tools: What Are They and Where Do You Use Them?

Rural Development Tools: What Are They and Where Do You Use Them? Faculty Paper Series Faculty Paper 00-09 June, 2000 Rural Development Tools: What Are They an Where Do You Use Them? By Dennis U. Fisher Professor an Extension Economist -fisher@tamu.eu Juith I. Stallmann

More information

RUNESTONE, an International Student Collaboration Project

RUNESTONE, an International Student Collaboration Project RUNESTONE, an International Stuent Collaboration Project Mats Daniels 1, Marian Petre 2, Vicki Almstrum 3, Lars Asplun 1, Christina Björkman 1, Carl Erickson 4, Bruce Klein 4, an Mary Last 4 1 Department

More information

The higher education factor: The role of higher education in the hiring and promotion practices in the fire service. By Nick Geis.

The higher education factor: The role of higher education in the hiring and promotion practices in the fire service. By Nick Geis. The higher eucation factor: The role of higher eucation in the hiring an promotion practices in the fire service. By Nick Geis Spring 2012 A paper submitte to the faculty of The University of North Carolina

More information

Heat-And-Mass Transfer Relationship to Determine Shear Stress in Tubular Membrane Systems Ratkovich, Nicolas Rios; Nopens, Ingmar

Heat-And-Mass Transfer Relationship to Determine Shear Stress in Tubular Membrane Systems Ratkovich, Nicolas Rios; Nopens, Ingmar Aalborg Universitet Heat-An-Mass Transfer Relationship to Determine Shear Stress in Tubular Membrane Systems Ratkovich, Nicolas Rios; Nopens, Ingmar Publishe in: International Journal of Heat an Mass Transfer

More information

Digital barrier option contract with exponential random time

Digital barrier option contract with exponential random time IMA Journal of Applie Mathematics Avance Access publishe June 9, IMA Journal of Applie Mathematics ) Page of 9 oi:.93/imamat/hxs3 Digital barrier option contract with exponential ranom time Doobae Jun

More information

MASSACHUSETTS INSTITUTE OF TECHNOLOGY 6.436J/15.085J Fall 2008 Lecture 14 10/27/2008 MOMENT GENERATING FUNCTIONS

MASSACHUSETTS INSTITUTE OF TECHNOLOGY 6.436J/15.085J Fall 2008 Lecture 14 10/27/2008 MOMENT GENERATING FUNCTIONS MASSACHUSETTS INSTITUTE OF TECHNOLOGY 6.436J/15.085J Fall 2008 Lecture 14 10/27/2008 MOMENT GENERATING FUNCTIONS Contents 1. Moment generating functions 2. Sum of a ranom number of ranom variables 3. Transforms

More information

VI. Real Business Cycles Models

VI. Real Business Cycles Models VI. Real Business Cycles Models Introduction Business cycle research studies the causes and consequences of the recurrent expansions and contractions in aggregate economic activity that occur in most industrialized

More information

Topics in Macroeconomics 2 Econ 2004

Topics in Macroeconomics 2 Econ 2004 Topics in Macroeconomics 2 Econ 2004 Practice Questions for Master Class 2 on Monay, March 2n, 2009 MULTIPLE CHOICE. Choose the one alternative that best completes the statement or answers the question.

More information

Bond Calculator. Spreads (G-spread, T-spread) References and Contact details

Bond Calculator. Spreads (G-spread, T-spread) References and Contact details Cbons.Ru Lt. irogovskaya nab., 21, St. etersburg hone: +7 (812) 336-97-21 http://www.cbons-group.com Bon Calculator Bon calculator is esigne to calculate analytical parameters use in assessment of bons.

More information

Forecasting and Staffing Call Centers with Multiple Interdependent Uncertain Arrival Streams

Forecasting and Staffing Call Centers with Multiple Interdependent Uncertain Arrival Streams Forecasting an Staffing Call Centers with Multiple Interepenent Uncertain Arrival Streams Han Ye Department of Statistics an Operations Research, University of North Carolina, Chapel Hill, NC 27599, hanye@email.unc.eu

More information

On Adaboost and Optimal Betting Strategies

On Adaboost and Optimal Betting Strategies On Aaboost an Optimal Betting Strategies Pasquale Malacaria 1 an Fabrizio Smerali 1 1 School of Electronic Engineering an Computer Science, Queen Mary University of Lonon, Lonon, UK Abstract We explore

More information

Ch 10. Arithmetic Average Options and Asian Opitons

Ch 10. Arithmetic Average Options and Asian Opitons Ch 10. Arithmetic Average Options an Asian Opitons I. Asian Option an the Analytic Pricing Formula II. Binomial Tree Moel to Price Average Options III. Combination of Arithmetic Average an Reset Options

More information

Towards a Framework for Enterprise Architecture Frameworks Comparison and Selection

Towards a Framework for Enterprise Architecture Frameworks Comparison and Selection Towars a Framework for Enterprise Frameworks Comparison an Selection Saber Aballah Faculty of Computers an Information, Cairo University Saber_aballah@hotmail.com Abstract A number of Enterprise Frameworks

More information

N O T I C E O F E X A M I N A T I O N

N O T I C E O F E X A M I N A T I O N THE CITY OF NEW YORK DEPARTMENT OF CITYWIDE ADMINISTRATIVE SERVICES APPLICATIONS CENTER 18 WASHINGTON STREET NEW YORK, NY 10004 N O T I C E O F E X A M I N A T I O N ACTIVITY THERAPIST (HHC) Exam. No.

More information

The Impact of Forecasting Methods on Bullwhip Effect in Supply Chain Management

The Impact of Forecasting Methods on Bullwhip Effect in Supply Chain Management The Imact of Forecasting Methos on Bullwhi Effect in Suly Chain Management HX Sun, YT Ren Deartment of Inustrial an Systems Engineering, National University of Singaore, Singaore Schoo of Mechanical an

More information

Factoring Dickson polynomials over finite fields

Factoring Dickson polynomials over finite fields Factoring Dickson polynomials over finite fiels Manjul Bhargava Department of Mathematics, Princeton University. Princeton NJ 08544 manjul@math.princeton.eu Michael Zieve Department of Mathematics, University

More information

GPRS performance estimation in GSM circuit switched services and GPRS shared resource systems *

GPRS performance estimation in GSM circuit switched services and GPRS shared resource systems * GPRS performance estimation in GSM circuit switche serices an GPRS share resource systems * Shaoji i an Sen-Gusta Häggman Helsinki Uniersity of Technology, Institute of Raio ommunications, ommunications

More information

Liquidity and Corporate Debt Market Timing

Liquidity and Corporate Debt Market Timing Liquiity an Corporate Debt Market Timing Marina Balboa Faculty of Economics University of Alicante Phone: +34 965903621 Fax: +34 965903621 marina.balboa@ua.es Belén Nieto (Corresponing author) Faculty

More information

A Sexually Unbalanced Model of Current Account Imbalances

A Sexually Unbalanced Model of Current Account Imbalances University of Zurich Department of Economics Center for Institutions, Policy an Culture in the Development Process Working Paper Series Working Paper No. 105 A Sexually Unbalance Moel of Current Account

More information

USING SIMPLIFIED DISCRETE-EVENT SIMULATION MODELS FOR HEALTH CARE APPLICATIONS

USING SIMPLIFIED DISCRETE-EVENT SIMULATION MODELS FOR HEALTH CARE APPLICATIONS Proceeings of the 2011 Winter Simulation Conference S. Jain, R.R. Creasey, J. Himmelspach, K.P. White, an M. Fu, es. USING SIMPLIFIED DISCRETE-EVENT SIMULATION MODELS FOR HEALTH CARE APPLICATIONS Anthony

More information

The most common model to support workforce management of telephone call centers is

The most common model to support workforce management of telephone call centers is Designing a Call Center with Impatient Customers O. Garnett A. Manelbaum M. Reiman Davison Faculty of Inustrial Engineering an Management, Technion, Haifa 32000, Israel Davison Faculty of Inustrial Engineering

More information

Sustainability Through the Market: Making Markets Work for Everyone q

Sustainability Through the Market: Making Markets Work for Everyone q www.corporate-env-strategy.com Sustainability an the Market Sustainability Through the Market: Making Markets Work for Everyone q Peter White Sustainable evelopment is about ensuring a better quality of

More information

Medical Malpractice: The Optimal Negligence. Standard under Supply-side Cost Sharing

Medical Malpractice: The Optimal Negligence. Standard under Supply-side Cost Sharing Meical Malpractice: The Optimal Negligence Stanar uner Supply-sie Cost Sharing Anja Olbrich ;y Institute of Social Meicine an Health Economics, Otto-von-Guericke University Abstract This paper elaborates

More information

The influence of anti-viral drug therapy on the evolution of HIV-1 pathogens

The influence of anti-viral drug therapy on the evolution of HIV-1 pathogens DIMACS Series in Discrete Mathematics an Theoretical Computer Science Volume 7, 26 The influence of anti-viral rug therapy on the evolution of HIV- pathogens Zhilan Feng an Libin Rong Abstract. An age-structure

More information

Unsteady Flow Visualization by Animating Evenly-Spaced Streamlines

Unsteady Flow Visualization by Animating Evenly-Spaced Streamlines EUROGRAPHICS 2000 / M. Gross an F.R.A. Hopgoo Volume 19, (2000), Number 3 (Guest Eitors) Unsteay Flow Visualization by Animating Evenly-Space Bruno Jobar an Wilfri Lefer Université u Littoral Côte Opale,

More information

A Data Placement Strategy in Scientific Cloud Workflows

A Data Placement Strategy in Scientific Cloud Workflows A Data Placement Strategy in Scientific Clou Workflows Dong Yuan, Yun Yang, Xiao Liu, Jinjun Chen Faculty of Information an Communication Technologies, Swinburne University of Technology Hawthorn, Melbourne,

More information

Using research evidence in mental health: user-rating and focus group study of clinicians preferences for a new clinical question-answering service

Using research evidence in mental health: user-rating and focus group study of clinicians preferences for a new clinical question-answering service DOI: 10.1111/j.1471-1842.2008.00833.x Using research evience in mental health: user-rating an focus group stuy of clinicians preferences for a new clinical question-answering service Elizabeth A. Barley*,

More information

Performance And Analysis Of Risk Assessment Methodologies In Information Security

Performance And Analysis Of Risk Assessment Methodologies In Information Security International Journal of Computer Trens an Technology (IJCTT) volume 4 Issue 10 October 2013 Performance An Analysis Of Risk Assessment ologies In Information Security K.V.D.Kiran #1, Saikrishna Mukkamala

More information

Linking ICT related Innovation. Adoption and Productivity: results from micro-aggregated versus firm-level data

Linking ICT related Innovation. Adoption and Productivity: results from micro-aggregated versus firm-level data 08 09 0 Linking ICT relate Innovation Aoption an Prouctivity: results from micro-aggregate versus firm-level ata 4 5 Explanation of symbols. ata not available * provisional figure ** revise provisional

More information

Sensitivity Analysis of Non-linear Performance with Probability Distortion

Sensitivity Analysis of Non-linear Performance with Probability Distortion Preprints of the 19th Worl Congress The International Feeration of Automatic Control Cape Town, South Africa. August 24-29, 214 Sensitivity Analysis of Non-linear Performance with Probability Distortion

More information

You Can t Not Choose: Embracing the Role of Choice in Ecological Restoration

You Can t Not Choose: Embracing the Role of Choice in Ecological Restoration EDITORIAL OPINION You Can t Not Choose: Embracing the Role of Choice in Ecological Restoration Stuart K. Allison 1,2 Abstract From the moment of its inception, human choice about how to treat the environment

More information

5 Isotope effects on vibrational relaxation and hydrogen-bond dynamics in water

5 Isotope effects on vibrational relaxation and hydrogen-bond dynamics in water 5 Isotope effects on vibrational relaxation an hyrogen-bon ynamics in water Pump probe experiments HDO issolve in liqui H O show the spectral ynamics an the vibrational relaxation of the OD stretch vibration.

More information

Cost Efficient Datacenter Selection for Cloud Services

Cost Efficient Datacenter Selection for Cloud Services Cost Efficient Datacenter Selection for Clou Services Hong u, Baochun Li henryxu, bli@eecg.toronto.eu Department of Electrical an Computer Engineering University of Toronto Abstract Many clou services

More information

DECISION SUPPORT SYSTEM FOR MANAGING EDUCATIONAL CAPACITY UTILIZATION IN UNIVERSITIES

DECISION SUPPORT SYSTEM FOR MANAGING EDUCATIONAL CAPACITY UTILIZATION IN UNIVERSITIES DECISION SUPPORT SYSTEM OR MANAGING EDUCATIONAL CAPACITY UTILIZATION IN UNIVERSITIES Svetlana Vinnik 1, Marc H. Scholl 2 Abstract Decision-making in the fiel of acaemic planning involves extensive analysis

More information

Calibration of the broad band UV Radiometer

Calibration of the broad band UV Radiometer Calibration of the broa ban UV Raiometer Marian Morys an Daniel Berger Solar Light Co., Philaelphia, PA 19126 ABSTRACT Mounting concern about the ozone layer epletion an the potential ultraviolet exposure

More information

Modeling and Predicting Popularity Dynamics via Reinforced Poisson Processes

Modeling and Predicting Popularity Dynamics via Reinforced Poisson Processes Proceeings of the Twenty-Eighth AAAI Conference on Artificial Intelligence Moeling an Preicting Popularity Dynamics via Reinforce Poisson Processes Huawei Shen 1, Dashun Wang 2, Chaoming Song 3, Albert-László

More information

FAST JOINING AND REPAIRING OF SANDWICH MATERIALS WITH DETACHABLE MECHANICAL CONNECTION TECHNOLOGY

FAST JOINING AND REPAIRING OF SANDWICH MATERIALS WITH DETACHABLE MECHANICAL CONNECTION TECHNOLOGY FAST JOINING AND REPAIRING OF SANDWICH MATERIALS WITH DETACHABLE MECHANICAL CONNECTION TECHNOLOGY Jörg Felhusen an Sivakumara K. Krishnamoorthy RWTH Aachen University, Chair an Insitute for Engineering

More information

Improving Emulation Throughput for Multi-Project SoC Designs

Improving Emulation Throughput for Multi-Project SoC Designs Improving Emulation Throhput for Multi-Project SoC Designs By Frank Schirrmeister, Caence Design Systems As esign sizes grow, so, too, oes the verification effort. Inee, verification has become the biggest

More information

Firewall Design: Consistency, Completeness, and Compactness

Firewall Design: Consistency, Completeness, and Compactness C IS COS YS TE MS Firewall Design: Consistency, Completeness, an Compactness Mohame G. Goua an Xiang-Yang Alex Liu Department of Computer Sciences The University of Texas at Austin Austin, Texas 78712-1188,

More information

Cross-Over Analysis Using T-Tests

Cross-Over Analysis Using T-Tests Chapter 35 Cross-Over Analysis Using -ests Introuction his proceure analyzes ata from a two-treatment, two-perio (x) cross-over esign. he response is assume to be a continuous ranom variable that follows

More information

Minimizing Makespan in Flow Shop Scheduling Using a Network Approach

Minimizing Makespan in Flow Shop Scheduling Using a Network Approach Minimizing Makespan in Flow Shop Scheuling Using a Network Approach Amin Sahraeian Department of Inustrial Engineering, Payame Noor University, Asaluyeh, Iran 1 Introuction Prouction systems can be ivie

More information

A Simple Model of Price Dispersion *

A Simple Model of Price Dispersion * Federal Reserve Bank of Dallas Globalization and Monetary Policy Institute Working Paper No. 112 http://www.dallasfed.org/assets/documents/institute/wpapers/2012/0112.pdf A Simple Model of Price Dispersion

More information

An Alternative Approach of Operating a Passive RFID Device Embedded on Metallic Implants

An Alternative Approach of Operating a Passive RFID Device Embedded on Metallic Implants An Alternative Approach of Operating a Passive RFID Device Embee on Metallic Implants Xiaoyu Liu, Ravi Yalamanchili, Ajay Ogirala an Marlin Mickle RFID Center of Excellence, Department of Electrical an

More information

Achieving quality audio testing for mobile phones

Achieving quality audio testing for mobile phones Test & Measurement Achieving quality auio testing for mobile phones The auio capabilities of a cellular hanset provie the funamental interface between the user an the raio transceiver. Just as RF testing

More information

Software Diversity for Information Security

Software Diversity for Information Security for Information Security Pei-yu Chen, Gaurav Kataria an Ramayya Krishnan,3 Heinz School, Tepper School an 3 Cylab Carnegie Mellon University Abstract: In this paper we analyze a software iversification-base

More information

An Introduction to Event-triggered and Self-triggered Control

An Introduction to Event-triggered and Self-triggered Control An Introuction to Event-triggere an Self-triggere Control W.P.M.H. Heemels K.H. Johansson P. Tabuaa Abstract Recent evelopments in computer an communication technologies have le to a new type of large-scale

More information