Rational expectations and fixed-event forecasts: An application to UK inflation

This paper tests a version of the rational expectations hypothesis using ‘fixed-event’ inflation forecasts for the UK. Fixed-event forecasts consist of a panel of forecasts for a set of outturns of a series at varying horizons prior to each outturn. The forecasts are the prediction of fund managers surveyed by Merrill Lynch. Fixed-event forecasts allow tests for whether expectations are unbiased in a similar fashion to the rest of the literature. But they also permit the conduct of particular tests of forecast efficiency - whether the forecasts make best use of available information - that are not possible with rolling-event data. We find evidence of a positive bias in inflation expectations. Evidence for inefficiency is much less clear cut.First version received: June 2002/ Final version received: November 2003We would like two anonymous referees and an editor for comments that have significantly improved the paper. The views expressed in this paper are those of the authors and do not necessarily reflect those of the Bank of England.     

ARE THERE PRODUCTIVITY SPILLOVERS FROM FOREIGN DIRECT INVESTMENT IN CHINA?

We review previous literature on productivity spillovers of foreign direct investment (FDI) in China and conduct our own analysis using a firm‐level data set from a World Bank survey. We find that the evidence of FDI spillovers on the productivity of Chinese domestic firms is mixed, with many positive results largely due to aggregation bias or failure to control for endogeneity of FDI. Attempting over 6000 specifications that take into account forward and backward linkages, we fail to find evidence of systematic positive productivity spillovers from FDI in China.     

Does export and productivity growth linkage exist? Evidence from the Indian manufacturing industry

This paper examines the interrelation between exporting and productivity performance by using a representative sample of Indian manufacturing firms over the period 1994–2006. Specifically, we attempt to test the empirical validity of the learning‐by‐exporting and the self‐selection hypotheses for our sample firms. In order to investigate the linkage, in the first step, we test for causality between TFP and export intensity of firms. Although overall results are rather mixed and provide some support for both hypotheses, still the empirical results are more favorable for the self‐selection behavior of firms. In the next stage, we attempt to provide evidence on export and productivity linkage that occurs during various phases of transition in the export market. Our results suggest that entering in the export market does not improve productivity performance. However, the decision to exit from the export market does have an adverse effect on the productivity. In addition, our results indicate the presence of a high sunk cost of exporting coupled with perhaps lesser information about foreign markets. Finally, our results also lend some support to the significant role of in‐house research activities and economies of scale in firms' productivity performance.     

TACKLING THE ENDOGENEITY OF FERTILITY IN THE STUDY OF WOMEN'S EMPLOYMENT IN DEVELOPING COUNTRIES: ALTERNATIVE ESTIMATION STRATEGIES USING DATA FROM URBAN BRAZIL

Abstract

Opinions differ about whether family structure, especially fertility, should be considered endogenous in models of behavior in developing countries. Faced with a dearth of good instruments, mainstream researchers often urge working in reduced form and, therefore, losing variables of policy interest or limiting the type of questions they ask to those where good instruments are available. Rather than treating endogeneity as a yes or no characteristic, we suggest instead that researchers consider the likely magnitude of endogeneity bias before moving to reduced form. Facing a situation where endogeneity bias is often presented as a concern but where we expect little endogeneity bias, we tackle endogeneity using multiple econometric techniques not available to the average researcher. We find support for our hypothesis that little bias arises due to the assumption of exogeneity of recent fertility in a model of women's employment.     

Exporting and labour demand: Micro‐level evidence from Germany

It is widely believed that globalization increases the extent of employment and wage responses to economic shocks. In this paper, we investigate the effect of firms’ exporting activities on the wage elasticity of labour demand. Using rich, administrative linked employer–employee panel data from Germany and destination‐specific industry‐level information on trade flows, we explicitly control for self‐selection into exporting and endogeneity concerns. Overall, we find that exporting has a significant positive effect on the (absolute value of the) unconditional wage elasticity of labour demand. In line with our hypothesis, we further show that the effect is particularly strong for those plants that export a significant share of their output to low‐ and medium‐income countries, hence face relatively more price‐elastic product demand.     

Is hedging successful at reducing financial risk exposure?

This article analyses whether firms use risk management instruments for hedging or speculative purposes. First, by analysing the relationship between the firm’s stock returns and financial risks in 567 Euronext firms, we measure the firm’s exposure to risk. Next, we investigate the effect of hedging in such exposures, addressing simultaneously the endogeneity of hedging decision through a treatment effect methodology. We have found that firms in our sample display higher percentages of exposure, when weighed against preceding studies, and confirmed that hedging reduces the level of the underlying financial exposure, concluding that firms use risk management instruments with hedging purposes.     

Do domestic firms learn to export from multinationals?

Attracting inward investment is a major preoccupation of policymakers worldwide, and a wide range of instruments, including direct subventions, are deployed to attract multinational enterprises (MNEs). Intervention is predicated on the assumption that there are direct productivity spillovers associated with the presence of MNEs and the policy of attracting them is targeted at capturing these externalities. Yet robust evidence on direct spillovers is hard to find. An underexplored indirect channel for productivity spillovers is via exports. Exporting firms are more productive than nonexporting firms. Thus, if the presence of MNEs results in more indigenous firms exporting, an indirect productivity spillover will result. In this paper, we identify possible transmission mechanisms for export spillovers and test for their existence on a large panel of firms in the UK. Our results confirm positive spillover effects from MNEs on the decision to export of UK-owned firms as well as on their export propensity.     

Retesting symmetry and homogeneity in a cointegrated demand system with bootstrapping: The case of meat demand in Greece

A small Almost Ideal Demand System is estimated for Greek meat consumption using the Johansen procedure in conjunction with parametric bootstrapping and Bartlett corrections. Asymptotic Wald and likelihood ratio tests broadly support the predicted number of cointegrating relationships but reject symmetry and homogeneity. Bootstrapping and Bartlett corrections give support to symmetry and homogeneity but give less support for the predicted number of cointegrating relationships.Jel classification: C32 D12First version received: September 2001/Final version received: March 2003     

Is International Trade Relevant to Social Trust Formation? Evidence from Cross-country Analysis

In this paper, we investigate whether international trade itself can contribute to the level of generalized trust. We extend the existing empirical research in several ways. First, we use a larger sample size, we test and reject the treatment of international trade as an exogenous variable, and we address trade endogeneity using instrumental variables estimators. Second, we use geographical variables and international trade prices to instrument for international trade. Third, we perform instrumental variables diagnostics tests to determine the suitability and relevance of our instruments; we also perform tests of the statistical significance of our parameter of interest that are robust to the presence of weak instruments. Our empirical analysis suggests that international trade does have a significant and relatively large positive effect on social trust and reconfirms the role played by other variables like income inequality in the formation of trust found in the literature.     

Investment climate,foreign networks and exporting – evidence from Africa

This paper investigates the impact of investment climate variables and foreign networks on the exporting decisions of African firms. We use data from the World Bank Investment Climate Surveys for over 7000 firms in 24 Sub-Saharan African countries. The results highlight the crucial role of the access to, and the quality of, investment climate characteristics – infrastructure, external finance and telecommunications for Sub-Saharan African firms’ exporting propensities. Our results show that improving the investment climate to the level of best performers in the sample will considerably increase the propensity of domestic firms to export. The paper also finds that foreign networks have a significantly positive impact on firms’ export propensities.     

Pricing to market of Italian exporting firms

This article investigates the pricing-to-market (PTM) behaviour of Italian exporting firms, using quarterly survey data by sector and by region over the period 1999q1 to 2005q2. A partial equilibrium imperfect competition model provides the structure according to which the orthogonality of structural shocks is derived. Impulse response analysis shows non-negligible reactions of export-domestic price margins to unanticipated changes in cost competitiveness and in foreign and domestic demand levels, even though these effects appear to be of a transitory nature. For the period 1999 to 2001, a typical PTM behaviour emerges, while, during the most recent years favourable foreign demand conditions allowed firms to increase their export-domestic price margins in face of a strong deterioration of their cost competitiveness. Macroeconomic implications of the observed PTM behaviour are also discussed.     

Managerial incentives, CEO characteristics and corporate innovation in China’s private sector

We use a unique World Bank survey of 1088 private manufacturing firms from 18 Chinese cities over the period 2000-2002 to empirically examine the roles of managerial incentives and CEO characteristics in a firm’s innovation activities. We look at both innovation effort (R&D intensity) and innovation performance measures such as new product sales. We obtain the following main results: (1) the presence of CEO incentive schemes increases both corporate innovation effort and innovation performance; (2) sales-based performance measures in the incentive scheme, as compared with profit-based performance measure, are more conducive to firm innovation; and (3) CEO education level, professional background and political connection are positively associated with firm’s innovation efforts. The main results are robust to endogeneity tests with instrumental variables. We also discuss some important policy implications.     

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.     

Firm export participation: entry,spillovers and tradability

This article analyses the choices made by individual firms to enter the export market. A probit specification tests the probability of exporting in the current period given past exporting experience, controlling for the firm's initial export status. This article uses a two-step estimation procedure suggested by Orme (1997, 2001), which controls for the influence of initial conditions. Significant evidence of sunk costs was found, based on the observed persistence of export activity and the explanatory power of previous exporting experience on current export status. A measure of sector tradability was also used and as expected firms in more easily traded sectors were most likely to be exporters. However, little evidence of spillovers was found in determining export market participation.     

Impact of organizational innovation on product and process innovation

The purpose of this paper was to test the effect of organizational innovation on product and process innovation (while controlling for endogeneity). Our hypothesis was that organizational innovation should have a significant and positive impact on technical (product or process) innovation. We control for endogeneity by using a Poisson estimator that accommodates a binary endogenous regressor. We test 10 potential instruments using a battery of test criteria and settle on five. All results are presented using the five instruments to avoid expectation bias. In general we find that organizational innovation does impact technical innovation positively. With the 2009 data we find that the mean of the average treatment effect for product innovation is roughly 1.7 times that of process innovation. For the 2009–2012 data we find that the impact on product innovation is roughly 1.5 times that of process innovation. For the 2012 data, we had anomalous results for process innovation, such that organizational innovation reduced the number of process innovations by 2.3 per year. In terms of Canadian government policy, the results lend support to the view that technical innovation is not the only innovation that matters. The right policy mix may encourage firms to experiment with and adopt more organizational innovations to enhance technical innovation.     

Bank loans vs. trade credit

Using a World Bank dataset of Chinese firms, we investigate the relative importance of bank loans and trade credit in promoting firm performance. To deal with possible endogeneity issues, we employ distinct and separable instrumental variables for bank loans and trade credit. We find that access to bank loans is central to improving firm performance and growth, while the availability of trade credit is much less important. Our results suggest that trade credit cannot effectively substitute for bank loans. Overall, our findings suggest the need for further development of China's formal financial institutions, which would enable the non‐state sector to grow much faster than it has grown in recent decades.     

Do stock market returns predict changes to output? Evidence from a nonlinear panel data model

Recent empirical work suggests a predictive relationship between stock returns and output growth. We employ quarterly data from a panel of 27 countries to test whether stock returns as useful in predicting growth. Unlike previous research, our approach allows for the possible non-linear effect of recessions on the growth-return relationship. There is strong evidence to suggest that a linear model would be misspecified and provide potentially misleading inference. Using a switching regression approach, we find evidence that returns are most useful in predicting growth when the economy is in recession.First version received: November 2002/Final version received: April 2003This paper benefited greatly from discussions with Kalvinder Shields, Mark Harris, Pete Summers, and Vance Martin. Two anonymous referees provided useful comments on an earlier version of the paper for which we are grateful. The usual disclaimer applies to any errors and omissions. Funding from The University of Melbourne greatly assisted in the completion of this paper.     

Exporting, productivity and agglomeration

Economic analysis of adjustment to globalisation has shifted from countries and industries to firms and plants. One particularly fruitful area for research has been aspects of entry to, participation in and exit from export markets. This paper contributes to that literature. Its focus is the exporting behaviour of manufacturing firms in the United Kingdom. To isolate the impact of participation in export markets we use nearest neighbour matching. For 1988-2002, we find evidence that spillovers associated with agglomeration can raise the probability of export market entry and once entry has occurred there may be additional productivity benefits. Survival is driven partly by size and total factor productivity and partly by industry characteristics.     

The power of tests for equivalent ARMA models: The implications for practitioners

Analysts frequently find it convenient to use the same ARMA model to make forecasts for multiple time series. The trick is to know when it is safe to assume that multiple series are generated by the same underlying process. Although several authors have developed statistical procedures for testing whether two models are equivalent, no one has shown how to determine the power of these tests. This paper shows how to determine the power of the most general test for equivalent ARMA models. It also shows how to quantify the effect of model misspecification errors on the accuracy of the forecast. An illustrative example and flowchart are then used to show how calculating the power of the test can enable the practitioner to safeguard against a serious degradation in the accuracy of the forecast.Jel classification: C12, C22, C53First version received: March 2002/Final version received: December 2002     

Testing for nonlinear panel unit roots under cross-sectional dependency — With an application to the PPP hypothesis

In this paper we propose a number of nonlinear panel unit root tests that are robust to cross-sectional dependency. These tests may be used to test the null hypothesis of non-stationarity against the alternative that some or all of the time series in the system of equations follow a stationary exponential smooth transition autoregressive (ESTAR) process. In contrast to previous research we relax the assumption that the cross-correlation structure is driven by a common-factor and consider an endogenous correlation structure. Based on the size and power results from the Monte Carlo simulations we recommend using the Wald version of our cross-sectional dependent robust nonlinear panel unit root (CDR-NPU) method.Finally, in an empirical application we demonstrate that our more powerful nonlinear method, in contrast to previous methods, can provide support for PPP even in smaller samples. In consistency with the univariate tests in Bahmani-Oskooee et al. (2008) our CDR-NPU tests support the theory that less industrialized economies exhibit stronger and more distinct nonlinear adjustment patterns towards PPP.