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Published in: Eurasian Business Review 1/2015

01-06-2015 | Original Paper

Trade liberalization and relative employment: further evidence from Tunisia

Authors: Lanouar Charfeddine, Zouhair Mrabet

Published in: Eurasian Business Review | Issue 1/2015

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Abstract

There are increasing studies that address the skill upgrading in developing countries. The theoretical analyses yield different results about which factors affect skill upgrading. The impact of trade openness and technology transfer on the relative demand for skilled labor remains a puzzle, the issue is mainly empirical questions. The empirical findings surrounding this question are in total contradiction with the prediction of traditional trade theory. This paper addresses this puzzle for the Tunisian economy by considering a database covering 12 Tunisian sectors for the period of 1983–2010. Empirical results indicate that trade openness positively affects relative demand of skilled labor. Empirical results also show that the effects of technological change induced by trade on relative demand of skilled labor are ambiguous. First, technology change has positive effects mediated via export channels, this is an evidence of the ‘’learning by exporting’’ channel. Second, technology change has a negative effect mediated via imports. These empirical findings have important economic implications; for instance Tunisian economic policy should be oriented to improve a firm’s competitiveness and labor market capacity to minimize the cost of trade liberalization in terms of employment losses mainly for unskilled workers.

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Footnotes
1
Goldin and Katz (1998) propose the possibility that capital-skill complementarities exist in developing countries. Increased demand for capital will also increase demand for skilled labor, and if demand grows faster than supply, their wages will also increase.
 
2
Tunisia has signed the General Agreement on Terms of Trade (GATT), 1989 and the free-trade agreement with the European Union in 1995. The country has adhered the World Trade Organization (WTO) in 1994.
 
3
The reduction of restrictions and tariffs on imports concerns a list of products. The first list of products includes raw materials and capital goods not locally produced. In addition, the dismantling of tariffs on these products was immediate. The second list consists of finished products that are not locally manufactured, and a period of five years has been required for the complete elimination of the associated tariffs. The third list corresponds to the set of locally manufactured products that face foreign competition. The agreement entails a progressive dismantling of tariffs on these products over a period of 12 years. The fourth list includes the products that are vulnerable to competition and essentially consists of final consumer goods. Agricultural and fishing, imports from the EU are subject to a specific regime due to the specificity of these products in the Tunisian productive system.
 
4
A same evolution of relative wage has been revealed by Ben Ayed Mouelhi and Ghazali (2012). They suggest that Tunisia has been subject to an increase, however relatively moderate, in wage inequality.
 
5
The explanation of the increase in skilled workers share relative to unskilled workers can be explained also by other factors. The first one is related to an increase in relative costs for the unskilled workforce. In other words, skilled labor should have falling costs with respect to unskilled ones. The second one contemplates output elasticities. If elasticities differ according to worker types, output growth will lead to different increases in labor demand. The third one considers the complementarity or substitutability with capital. In the substitutability case, firms that invest reduce their relative number of unskilled workers.
 
6
All data used in this study are free access from database in TNIS and EQI.
 
7
Economic literature often adopts two competing definitions to proxy skilled labor production/non-production classification and education level classification. Gonzaga et al. (2006) suggest that neither occupation nor educational measures provide exact measures of skill intensities. For instance, in countries like Tunisia, occupational proxy is problematic since there are a lot of non-skilled tasks that do not require particular skills. In the case of Tunisia, the distinction between skills by education is often the only available proxy in aggregated sector level data. Moreover, Berman et al. (1994) argue that identifying skilled and unskilled labor on the basis of job classifications and educational attainment leads to very similar results.
 
8
The results of the test are not reported in the table it can be obtained upon request from the authors.
 
9
In STATA after xtivreg28 command the option bw (#) corrects this problem.
 
10
This is based on auxiliary regressions of each explanatory variable included in the original regression on the remaining explanatory variables. The R-square from these regressions (R2) is used to calculate the VIF for each regressor, defined as VIFj = 1/(1-Rj2). A value of VIF greater than 10 may reflect the presence of multicollinearity.
 
11
Is a likelihood-ratio test of whether the equation is identified, i.e., that the excluded instruments are "relevant", meaning correlated with the endogenous regressors.
 
12
The test for weak identification automatically reported by ivreg28 is based on the Cragg-Donald F statistic.
 
13
Endogeneity tests of one or more endogenous regressors can be implemented using the endog option. Under the null hypothesis that the specified endogenous regressors may actually be treated as exogenous, the test statistic is distributed as a Chi square with degrees of freedom equal to the number of regressors tested. The endogeneity test implemented by ivreg28 is, like the C statistic, defined as the difference of two Sargan-Hansen statistics one for the equation with the smaller set of instruments, where the suspect regressor(s) are treated as endogenous, and one for the equation with the larger set of instruments, where the suspect regressors are treated as exogenous. Also like the C statistic, the estimated covariance matrix used guarantees a non-negative test statistic. Under conditional homoskedasticity, this endogeneity test statistic is numerically equal to a Hausman test statistic see Hayashi (2000, pp. 233-34).
 
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Metadata
Title
Trade liberalization and relative employment: further evidence from Tunisia
Authors
Lanouar Charfeddine
Zouhair Mrabet
Publication date
01-06-2015
Publisher
Springer International Publishing
Published in
Eurasian Business Review / Issue 1/2015
Print ISSN: 1309-4297
Electronic ISSN: 2147-4281
DOI
https://doi.org/10.1007/s40821-015-0020-6

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