Export Premium,Self‐selection and Learning‐by‐Exporting: Evidence from Chinese Matched Firms

This study empirically focuses on examining the hypotheses of export premium (exporters are more productive than non‐exporters), selection‐into‐exporting (more productive firms are ones that tend to become exporters) and learning‐by‐exporting (new export market entrants have higher productivity growth than non‐exporters in the post‐entry period). The propensity score matching method is used to adjust for observable differences of firm characteristics between exporters and non‐exporters, allowing an adequate ‘like‐for‐like’ comparison. We also use the difference‐in‐difference matching estimator to capture the magnitude of different productivity growth between matched new export market entrants and non‐exporters in the post‐entry period up to two years. Drawing on 2,340 Chinese firms in the period 2000–02, we find evidence for export premium and self‐selection, and once the firm has entered the export market there is additional productivity growth from the learning effect, in particular in the second year after entry.     

Exporting and Economic Performance: Firm‐level Evidence of Spanish Manufacturing

In a previous paper, Delgado, Fariñas and Ruano (2002) report TFP differences between exporters and non‐exporters on the basis of a sample of Spanish manufacturing firms. In this paper, we extend the previous analysis in three directions using a similar data set. First, we investigate additional economic performance differences between exporters and non‐exporters. Second, we measure TFP differences estimating production functions that control for unobserved heterogeneity and simultaneity bias. Third, we explore the self‐selection and learning‐by‐exporting hypothesis as explanations for the greater performance of exporters. With respect to the results, we confirm that many indicators of economic performance such as productivity, size, wages and innovation are greater in exporting firms. Furthermore, TFP differences between exporters and non‐exporters estimated with parametric methods are remarkably similar to those estimated using index numbers. Finally, performance differences and transition patterns between the export market and the domestic market indicate higher performance for entering exporters with respect to non‐exporters at the moment of entry. We find evidence of selection in the entry and the exit side of the export market. One of the basic results that we obtain indicates that after controlling for self‐selection, the productivity growth of entering exporters does not significantly change with respect to non‐exporters. As the evidence we find indicates no systematic changes in performance between non‐exporters and exporters after entry takes place, we do not confirm the learning‐by‐exporting hypothesis.     

Foreign Market Competition as a Determinant of Exporter Performance: Evidence from Slovenian Manufacturing Firms

Most studies on the link between exporting status and firm productivity find no evidence of learning‐by‐exporting, whereas self‐selection of more productive firms into exporting is most often confirmed. Furthermore, empirical tests of the learning‐by‐exporting hypothesis rarely rely on a specific learning mechanism and instead estimate very general tests of the effects of exporting on improvements of firm efficiency. Lack of explicit controls for specific learning mechanisms in turn biases the empirical estimates against finding the learning effects. Here I undertake a more targeted approach to learning‐by‐exporting by using data on Slovenian manufacturing enterprises between 1994 and 2002 to explore a specific channel for learning in the export markets. Using a variety of empirical tests, I show that competition in exporting markets serves as an added criterion in firm self‐selection as only the most productive and fastest growing firms choose to enter more competitive foreign markets. Once home‐market competition is explicitly controlled, a significant productivity adjustment effect of exporting firms in response to intensification of export market competition is revealed. Crucially, this provides tentative evidence of learning‐by‐exporting, which has so far been elusive in the relevant literature.     

Do export status and export intensity increase firm performance?

This study examines the effects of export status and export intensity on the performance of firms in Ghana. Our measures of performance include productivity and profitability. Using the Regional Project on Enterprise Development (RPED) dataset covering the period 1991–2002, the results of this study indicate that export status and export intensity have positive effects on productivity, confirming the learning‐by‐exporting hypothesis. Competition on the international market exposes exporting firms to new technologies, and this has the potential of increasing their productivity. Thus, economic policy initiatives should be directed at encouraging firms to enter the export market. Existing exporters should also be motivated to intensify their exporting efforts by exporting more of their output to foreign markets. © 2011 Wiley Periodicals, Inc.     

Exporting raises productivity in sub-Saharan African manufacturing firms

Proponents of trade liberalization argue that exporting helps firms to achieve higher productivity levels. This hypothesis is examined for a panel of manufacturing firms in nine African countries. The results indicate that exporters in these countries are more productive and, more importantly, exporters increase their productivity advantage after entry into the export market. While the first finding can be explained by selection–only the most productive firms engage in exporting–the latter cannot. The results are robust when unobserved productivity differences and self-selection into the export market are controlled for using different econometric methods. Scale economies are shown to be an important channel for the productivity advance. Credit constraints and contract enforcement problems prevent firms that only produce for the domestic market from fully exploiting scale economies.     

Export and Firm Performance: Evidence on Productivity and Profitability of Italian Companies

Empirical research in international trade has shown that exporting firms display higher productivity than their non-exporting competitors. This paper focuses on the relation between export and profitability. Our evidence on Italian exporting firms shows that exporting activity is not systematically associated to higher firm’s profitability. This is shown both by means of non-parametric methods and, with an approach that is more standard within the empirical trade literature, by regression techniques that try to identify an “export premium”.     

A method for calculating export supply and import demand elasticities

This article has a dual aim. First, it sets out to underline a learning-by-exporting effect in Spanish firms between 1991 and 2002. It further seeks to outline the conditions allowing firms to benefit from these spillover effects. Using a propensity score matching method, a group of firms having entered the export market (treatment group) is compared with a similar group of non-exporting firms (control group), and difference-in-differences regressions are carried out. The results show a cumulative productivity differential of 32% for the first four years of exporting, with continuous improvement in productivity. After three years of exporting, productivity gain is still approximately 10%. This study shows that increases in capacity utilisation and competitive pressure from foreign markets are insufficient to explain this causal link between exporting and total factor productivity (TFP). It is thus possible to deduce the presence of a learning-by-exporting effect, benefiting firms with sufficiently qualified employees and which are already engaged in international relations (due to foreign suppliers and/or foreign equity participation).     

The Exporter Wage Premium Hypothesis: An Unconditional Quantile Regression and Decomposition Approach

ABSTRACT

Relying on the World Bank Enterprise Survey dataset in 2012/13, this paper applies the unconditional quantile regression and decomposition estimation techniques to examine the hypothesis that workers in exporting firms receive higher wages than those in non-exporting firms. The results show that the relationship between export and firm’s wage bill is indirect and is transmitted through technology and firm size. Remarkably, these indirect relationships are much more pronounced at the more upper quantiles of the wage bill distribution. However, the net relationships of the interaction between export and technology are relatively larger and positive as compared to that of the interaction between export and firm size which are marginal and mixed. The decomposition analysis indicates that much of the present exporter wage premiums are largely due to the differences in the returns to the characteristics between exporting and non-exporting firms. The findings from this paper suggest directions for future work that can be directly useful for policy.     

Productivity and Learning‐by‐exporting: A Firm‐level Analysis of Indian Manufacturing

In this paper, we examine whether firms become productive by learning through exporting. To this end, we estimate the production function using microdata of Indian manufacturing firms operating in the period 1991–2001. In contrast to studies on developed countries, our results provide evidence that Indian manufacturing firms are experiencing a rise in productivity through entering export markets and thus experience the learning effect. We also find that there is a productivity rise prior to exporting. Therefore, our results also support the self‐selection mechanism for exporting.     

The productivity payoff of information technology in multimarket SMEs

This paper examines the effects of information technology (IT) adoption on the productivity of multimarket small and medium-sized enterprises (SMEs). The main hypothesis is that IT usage increases efficiency to a higher degree in diversified and internationalized firms compared with single-market SMEs. This hypothesis is tested using a large sample of more than 2,000 Spanish SMEs. Overall, intensive use of IT in operations processes is found to be associated with substantial increases in productivity of firms following both related and unrelated diversification. Also, exporting firms with more intensive use of IT have higher productivity. These results are consistent with previous theoretical arguments on the relationship between IT and efficiency of firms and open future research directions related to the role played by IT in the management control systems of both diversified and exporting firms.     

Detecting learning‐by‐exporting effects on firms' productivity distribution by accounting for heterogeneous macrofactors and panel attrition

This paper aims to verify the presence of the learning‐by‐exporting effect on total factor productivity growth. The study starts, as is typical in this context, by addressing the pre‐entry selection bias at firm level but differs from the literature by focusing on the distribution of the outcome and considering the presence of the different influences of macroeconomic factors on exporters and non‐exporters. Additionally, the paper addresses the panel attrition, a current source of estimation bias in longitudinal studies. The analysis is based on a panel of Italian manufacturing firms in the 1998–2007 period. We design an experiment by aligning and pooling cohorts of firms that allow us to obtain a sufficiently large group of firms entering the international market. Our results show that internationalisation affects firms' productivity and that the effect is heterogeneous over total factor productivity distribution and larger for the firms at the bottom section of the distribution itself. Furthermore, we observe that the learning‐by‐exporting effect may be confounded without (a) considering that domestic and exporter firms may afford heterogeneous demand cycles and (b) managing the dropout of some firms from the panel.     

Exporting raises productivity in sub-Saharan African manufacturing firms

Proponents of trade liberalization argue that exporting helps firms to achieve higher productivity levels. This hypothesis is examined for a panel of manufacturing firms in nine African countries. The results indicate that exporters in these countries are more productive and, more importantly, exporters increase their productivity advantage after entry into the export market. While the first finding can be explained by selection-only the most productive firms engage in exporting-the latter cannot. The results are robust when unobserved productivity differences and self-selection into the export market are controlled for using different econometric methods. Scale economies are shown to be an important channel for the productivity advance. Credit constraints and contract enforcement problems prevent firms that only produce for the domestic market from fully exploiting scale economies.     

Export Premia and Subcontracting Discount: Passive Strategies and Performance in Domestic and Foreign Markets

This paper contributes to the literature on firms’ productivity and exporting decisions by analysing the role played by organisational choice aspects. Rather than setting up a vertically integrated structure, manufacturers may act as subcontractors in both domestic and foreign markets, and produce to satisfy the requirements of other firms. The predictions that the most productive firms self‐select into exporting, whereas the least productive ones work as subcontractors serving the domestic market only, are tested on a sample of Italian firms observed during the 1998–2003 period. The results of our estimates highlight a ranking of firms consistent with a priori expectations, and provide a clear indication that passive exporters (i.e. those using subcontracting in foreign markets) display lower total factor productivity (TFP) values when compared with direct exporters. Moreover, only the latter category exhibits higher pre‐entry productivity levels and growth rates as well as higher post‐entry TFP growth rates. Such findings are consistent with both the self‐selection hypothesis and the learning‐by‐exporting explanation.     

Do exporters really pay higher wages? First evidence from German linked employer-employee data

Many plant-level studies find that average wages in exporting firms are higher than in non-exporting firms from the same industry and region. This paper uses a large set of linked employer-employee data from Germany to analyze this exporter wage premium. We show that the wage differential becomes smaller but does not completely vanish when observable and unobservable characteristics of the employees and of the workplace are controlled for. For example, blue-collar (white-collar) employees working in a plant with an export-sales ratio of 60% earn about 1.8 (0.9) % more than similar employees in otherwise identical non-exporting plants.     

Deregulation in Services and the Marketing Challenge

This paper contributes to the literature on international firm activities by providing the first evidence on the link between productivity and both exports and foreign direct investment (FDI) in services firms from a highly developed country. It uses unique new data from Germany, one of the leading actors in the world market for services. Statistical tests and regression analyses indicate that the productivity pecking order found in numerous studies using data for firms from manufacturing industries – where the firms with the highest productivity engage in FDI while the least productive firms serve the home market only and the productivity of exporting firms is in between – does not exist among firms from services industries. There is evidence that firms with FDI are less productive than firms that export; this finding is in line with recent empirical results reported for software firms from India.     

Which manufacturing firms learn by exporting?

Using a longitudinal database (1996–2003) at the plant level, this article analyses the causal nexus between international trade engagement and productivity in Portugal. By applying the propensity score matching and a differences-in-differences estimator, the learning-by-exporting hypothesis is analysed in particular. A higher growth of labour productivity and total factor productivity is found for new exporting firms. To uncover the channels through which the learning effects are driven, the same methodology is applied to some sub-samples. Learning effects are higher for new exporters that are also importers or start importing at the same time. Other factors affecting learning ability are found in firms exporting to more developed markets, in those that achieve a certain threshold of export intensity and mainly for those firms that belong to sectors where Portugal has a comparative disadvantage.     

Exporting and productivity in business services: Evidence from the United States

Does exporting make firms more productive, or do more productive firms choose to become exporters? This paper considers the link between exporting and productivity for a sample of firms in US business services. We find that larger, more productive firms are more likely to become exporters, but that these factors do not necessarily influence the extent of exporting. This conforms with previous literature that there is a self-selection effect into exporting. We then test for the effect of exporting on productivity levels after allowing for this selection effect. We model both the relationship between exporting and productivity, and a simultaneous relationship between export intensity and productivity after allowing for selection bias. In both cases we find an association, indicating that productivity is positively linked both to exporting and to increased exposure to international markets.     

Trade and Productivity in a Transition Economy: the Role of Industry and Export Destination

This paper focuses on the joint role of industry technology intensity and export market characteristics in the analysis of export-related productivity gains. Using a unique database of Ukrainian manufacturing firms in 2000-06, we classify all manufacturing sectors according to their technology intensity and estimate destination-specific learning by exporting effects separately for firms operating in high and low technology sectors. New exporters in high technology sectors enjoy robust long-term productivity growth premia when targeting advanced export markets, consistent with learning through exports. Export entrants in low technology sectors, instead, enjoy mostly short-term productivity improvements regardless of the export destination. Our findings suggest that the systematic distinction between the technology intensity of various industries is a relevant dimension for empirical studies on destination-specific learning by exporting.     

Export Market Participation,Investments in R&D and Worker Training,and the Evolution of Firm Productivity

This paper uses micro panel data for firms in the Taiwanese electronics industry in 1986, 1991 and 1996 to investigate a firm's decision to invest in two sources of knowledge – participation in the export market and investments in R&D and/or worker training – and assess their effect on the firm's future productivity. The firm's decisions to export and invest in R&D and/or worker training are modelled with a bivariate probit model that recognises the interdependence of the decisions. The effect of these investments on the firm's future productivity trajectory is then modelled while controlling for the selection bias introduced by endo‐genous firm exit. The findings indicate a significant interaction effect between exporting and R&D investments and future productivity, after controlling for size, age and current productivity. Firms that undertake both investment activities have significantly higher future productivity than firms that do one or neither. In addition, these firms are more likely to continue investing in these activities leading to further productivity gains. These findings are consistent with the hypothesis that export experience is an important source of productivity growth for Taiwanese firms and that firm investments in R&D and worker training facilitate their ability to benefit from their exposure to the export market.