A model of firm heterogeneity in factor intensities and international trade

Empirical evidence suggests that exporters are, in addition to being more productive, significantly more skilled‐labour intensive than non‐exporters. In a setting that captures both these features, we show that the firm selection induced by trade liberalization works along two dimensions. First, export growth increases competition for skilled labour. This leads to the exit of some of the skilled‐labour intensive firms, while benefitting unskilled‐labour intensive ones. Second, within the group of firms with the same factor intensities, the reallocation of factors is towards the exporters. We show that the increased competition for skilled labour dampens the positive effect of trade liberalization on sector‐wide TFP and real income.     

THE RELATIONSHIP BETWEEN EXPORT STATUS AND PRODUCTIVITY IN SERVICES: A FIRM‐LEVEL ANALYSIS FOR SPAIN

This paper analyses the relationship between export status and productivity in a major service exporter, Spain, during 2001–07. I find that exporters in the services sector are 45 percent more productive than non‐exporters. This productivity premium is larger for firms that supply non‐internet‐related services than for firms that supply internet‐related services. The results show that exporters were more productive than non‐exporters before beginning to export, and also that exporting increases productivity growth; however, this positive shock vanishes quickly.     

How Green are Exporters?

There is a well‐established theoretical and empirical literature that shows that exporters are more innovative than otherwise equivalent non‐exporters. In this article, we ask whether this is also true when it comes to the effects of adopting greener production techniques. Using an instrumental variables strategy based on UK firm level data, we find robust evidence that exporters are more likely to report their innovation as having a ‘high/very high’ environmental effect.     

Productivity Performance of Export Market Entry and Exit: Evidence from Indian Firms

This paper contributes to the literature on exporting and firm productivity, focusing on export entry (efficiency), learning (post‐entry growth) and exit (inefficiency) by Indian firms. Drawing on 7000 firms during 1989–2009, our main objective is to examine the effect of exporting on firm productivity, correcting for selection bias using propensity‐score matching, which allows a “like‐for‐like” comparison between new exporters and nonexporters. Robust to different matching estimators, we find evidence of learning‐by‐exporting that new exporters acquire rapid productivity growth after entry, relative to nonexporters. We also find that (1) exporters are more productive than nonexporters; (2) productive firms tend to self‐select in entering the exporting market, and (3) least productive exporters are found to exit the export market as they experience adverse productivity effect prior to the year of exit. Our robust result on learning‐by‐exporting suggests that entering export market does appear to be a channel explaining the Indian recent growth miracle.     

Growing into Export Markets: The Impact of Exporting on Firm‐level Investment in Indonesia

This paper documents the impact of exporting on capital accumulation across heterogeneous manufacturing firms in Indonesia. The findings show that entering export markets significantly increases investment behavior during the year of initial entry and for as much as three years after entry. The results imply that the investment rate among new exporters is 37% higher than non‐exporters in the year of entry and 14–26% higher in the three years after entry. Using detailed data on firm ownership, the paper further show that foreign‐owned affiliates invest at systematically higher rates upon entry into export markets. The estimates indicate that domestically owned exporters are potentially credit constrained and suggest that improving credit market access may increase the investment rate among domestic exporters by as much as 40% in the year of entry.     

Small,young, and exporters: New evidence on the determinants of firm growth

This work investigates how the export status of the firm influences the patterns of employment growth at different age classes. We address this research question resorting to a novel set of data that links together the universe of Italian firms and detailed data on export transactions. We find that the positive relationship between export status and growth declines with firm age. Further, we also find that, even when accounting for the role of age, the negative size-growth relationship does not disappear, contrary to some recent evidence. These results suggest a positive signaling role of the export status that is stronger for young exporters or born globals. Exploiting the product-country level dimension of the customs data, we also provide, for the first time, evidence on differences in exchange rates pass-through between young and experienced exporters. In particular, we find that early exporters appear to be better equipped than established firms to face exchange rates variations as their exports decrease less following a currency appreciation.     

Second thoughts on the exporter productivity premium

Abstract Contrary to the prevailing interpretation, this paper shows that the central models of trade with heterogeneous firms ( Melitz 2003 ; Bernard et al. 2003 ) exhibit ambiguous predictions for the exporter productivity premium. This prospect arises because of differences between theoretical and empirical representations of firm productivity. Instead of marginal productivity, we examine in both models the theoretical equivalent of empirically observable productivity (value‐added per employee). Given the presence of fixed export costs or heterogeneous mark‐ups and trade costs, the observable productivity of exporters in proximity to the export‐indifferent firm turns out to be lower than that of non‐exporters; that is, the productivity distributions overlap. The paper reviews empirical literature that reports non‐positive exporter productivity premia in firm‐level data and discusses implications for empirical research on exporter performance, including learning and the role of non‐parametric regressions (stochastic dominance, quantile regressions), fixed costs, and productivity distributions.     

Export Destination,Product Quality and Wages in a Middle‐Income Country. The Case of South Africa

A robust finding in the firm‐level literature is that exporting firms pay higher wages. Using South African data this paper investigates the relationship between export destination and wages at a worker level. South Africa, a middle‐income country, has two distinct main export markets—a regional market where per capita incomes are lower than at home, and an international market with higher per capita incomes. Our estimates show that workers in firms that export to the region earn less than those that produce for the domestic market. Those in firms that export outside the region earn more than either domestic producers or region‐only exporters. Much of this difference in wages can be explained by the premium the different types of exporters pay for skills. These results support previous studies which suggest that export destination is related to product quality which in turn is related to worker quality and therefore wages.     

Skill‐biased heterogeneous firms,trade liberalization and the skill premium

We propose a theory that rising globalization and rising wage inequality are related because trade liberalization raises the demand facing highly competitive skill‐intensive firms. In our model, only the lowest‐cost firms participate in the global economy exactly along the lines of Melitz ( 2003 ). In addition to differing in their productivity, firms differ in their skill intensity. We model skill‐biased technology as a correlation between skill intensity and technological acumen, and we estimate this correlation to be large using firm‐level data from Chile in 1995. A fall in trade costs leads to both greater trade volumes and an increase in the relative demand for skill, as the lowest‐cost/most‐skilled firms expand to serve the export market while less skill‐intensive non‐exporters retrench in the face of increased import competition. This mechanism works regardless of factor endowment differences, so we provide an explanation for why globalization and wage inequality move together in both skill‐abundant and skill‐scarce countries. In our model countries are net exporters of the services of their abundant factor, but there are no Stolper‐Samuelson effects because import competition affects all domestic firms equally.     

FDI,Industry Heterogeneity and Employment Elasticity in China

We investigate the different impacts of foreign direct investment (FDI) on employment elasticity with China's firm level data from 1998 to 2007. Our analysis shows that the inclusion of FDI does significantly affect firms' employment elasticity when facing wage, capital and output shocks. These effects vary dramatically across industries with different factor intensities and export status. Specifically, we find that non‐exporters with FDI tend to increase employment elasticity more than exporters when wage, capital input or output changes. However, FDI firms that are engaging in labor‐intensive production tend to have larger output and capital input elasticity of employment while smaller wage elasticity of employment. Our findings help to explain the contradicting results in existing literature and provide important references for China's policy makers to design proper industry policies towards FDI.     

Congested Export Spillover in China

This paper uses Chinese firm‐level data to investigate the possible nonlinear spillover caused by export congestion. We argue that there could exist an inverted‐U curve in terms of export spillover effect, resulting from the fact that once exporters become over‐agglomerated, export congestion is likely to cause negative export spillover. The estimation results support the hypothesis of an inverted‐U curve of export spillover effect. Further calculation shows that the degree of Chinese exporters’ congestion approximately ranges around 17–34% and demonstrates an increasing trend over time. The finding suggests that policies aimed at reducing export congestion such as industrial upgrading, improvement of firms’ efficiency and the current shift from export dependence towards domestic demand would be important for a more healthy development of China's exports in the future.     

Big is Beautiful when Exporting

This paper starts out from the observation that the export ratios of firms (export to sales ratios) vary greatly among firms and that they are systematically higher for larger exporters. We relate the difference in export ratios to firm‐level differences in transport costs. In accordance with the data, we assume that freight rates are a function of firm‐level export volumes. We test our model using Japanese manufacturing firm‐level data. We first estimate the elasticity of the freight rate with respect to firm‐level export volumes at the sector level. When feeding these estimates back into the model, it can explain more than 50% of the variation in firm‐level export ratios.     

Intra‐firm trade,exporting, importing,and firm performance

Abstract This paper examines firm heterogeneity in terms of size, wages, capital intensity, and productivity between domestic and foreign‐owned firms that engage in intra‐firm trade, firms that export and import, firms that import only, and firms that export only. As previously documented, heterogeneity between different groups of trading firms is substantial. Taking into account intra‐firm trade in addition to exporting and importing yields new insights into the productivity advantage previously established for exporting firms. The results presented here show that this premium accrues only to exporters that also import and to exporters that also engage in intra‐firm trade, but not to firms that export only. Using simultaneous quantile regressions, the paper illustrates that heterogeneity within different groups of trading firm is equally large. Some of this within‐group heterogeneity can be attributed to differences in trading partners.     

企业出口与生产率的关系——基于中国工业企业数据的实证研究

采用1998—2007年中国工业企业数据,对出口与生产率的关系进行了再探讨,具体研究了出口企业是否具有更高的生产率、企业在做出口决策的过程中是否存在自我选择机制以及出口行为本身是否能促进企业生产率的增长。研究结果显示:当用TFP衡量生产率时,企业出口决策中存在自我选择机制,因此出口企业的生产率相对较高——这与异质企业贸易模型的预期结果一致;当用劳动生产率(人均附加值)衡量企业生产率时,则"生产率悖论"存在,即出口者的生产率反而较低;当企业刚进入出口市场时,其生产率会经历短期的快速增长,但从长期来看,出口对企业生产率增长的作用在整体上是负向的。     

Learning‐by‐Exporting Revisited: The Role of Intensity and Persistence*

Two non‐mutually exclusive hypotheses can explain the empirically established export premium: self‐selection of more productive firms into export markets and learning‐by‐exporting. This paper focuses on how the temporal dimension of firms' exporting activities and the intensity of exports influence the scope of learning effects. Using a panel of Swedish firms and dynamic generalized method of moments estimation, we find a learning effect among persistent exporters with high export intensity, but not among temporary exporters or persistent exporters with low export intensity. For small firms, exports boost productivity among persistent exporters with both high and low export intensity, but the effect is stronger for persistent export‐intensive small firms.     

Firm exit,technological progress and trade

The dynamics of export market exit and firm closure have found limited attention in the new heterogeneous-firms trade literature. In fact, several of the predictions on firm survival and exit stemming from this new class of models are at odds with the stylized facts. Empirically, higher productivity firms survive longer, most firm closures are young firms, higher productivity exporters are more likely to continue to export compared to less productive exporters and market exits as well as firm closures are typically preceded by periods of contracting market shares. The present paper shows that the simple inclusion of exogenous economy wide technological progress into the standard Melitz (2003) model generates a tractable dynamic framework that generates endogenous exit decisions of firms in line with the stylized facts. Furthermore, we derive the effects of faster technological progress and trade liberalization on export market exit and firm closure.     

Does Exporting Increase Productivity? A Microeconometric Analysis of Matched Firms

Exporting involves sunk costs, so some firms export whilst others do not. This proposition derives from a number of models of firm behavior and has been exposed to microeconometric analysis. Evidence from the latter suggests that exporting firms are generally more productive than nonexporters. They self‐select, in that they are more productive before they enter export markets, but the evidence suggests that entry does not make them any more productive. This paper investigates exporting and firm performance for a large panel of UK manufacturing firms, applying matching techniques. The authors find that exporters are more productive and they do self‐select. In contrast to other evidence, however, exporting further increases firm productivity.     

Regional variations in exporters’ productivity premium: Theory and evidence

The international trade literature confirms that the average productivity of exporters is higher than that of nonexporters, while economic geography studies establish that urban firms tend to be more productive than rural ones. By introducing region‐specific transportation costs in a Melitz‐type heterogeneous‐firm trade model, the theory predicts that the minimum threshold productivity level for export is higher but that for survival by serving the local market is lower in the periphery region than in the core. Using Japanese plant‐level panel data, we find evidence supporting the theoretical prediction that exporters in the peripheral regions, especially those distant from the core, have large productivity premiums.     

Export revenue and quality: Firm‐level evidence from developing countries

I combine firm‐level export data from eight low‐income and middle‐income countries to test the relation between export price and export revenue. Across‐firm estimations show a strong positive association between export price and export revenue. Within‐firm estimations show that firms generate larger export revenue from their high‐price products. The positive correlation between export price and export revenue is strong for manufactures, weak for primary commodities, and nonexistent for extractables. Results are robust to using an alternative quality measure and controlling for exporters’ market power.     

Over the ROC methodology: Productivity,economic size and firms’ export thresholds

We identify the minimum combinations of productivity and “economic size” that Italian manufacturing firms need to achieve in order to access international markets. These “export thresholds” are estimated by applying, for the first time in economics, the ROC (receiver operating characteristics) methodology. In this way, we detect a model‐based (rather than a subjectively determined) cut‐off that allows to identify exporters and nonexporters and provides a measure of each firm’s distance from the export threshold. This methodology also paves the way to investigate other determinants of thresholds, thus helping to design more effective policy interventions to reduce barriers to trade.