Unobserved firm heterogeneity and the size-exports nexus: Evidence from German panel data

This paper starts from the stylized fact that firm size and exporting tends to be positively related. Using large sets of establishment panel data for three different industries from official statistics, evidence is presented that the familiar picture of an export/sales ratio that increases (at a decreasing rate) with firm size vanishes if unobserved firm heterogeneity is controlled for in a fixed-effects fractional logit regression model. This finding is well in line with the fact that many small firms are “hidden export champions.” JEL no. F10, D21, L60     

The effects of the social norm on cigarette consumption: Evidence from Japan using panel data

Using Japan's prefecture-level panel data from 1989 to 2001, this paper examines the influence of the social norm on a person's smoking behavior when the complementary relationship between smoking and drinking is taken into account. The key findings through a dynamic panel model controlling for unobserved prefecture-specific fixed effects are as follows: (1) influence from others is stronger when people live more closely and cohesively. A tightly knit society results in a reduction of smoking through smoking-related interaction. (2) Smoking and drinking have a complementary relationship: greater initial consumption of alcohol results in larger consumption of cigarettes. (3) The complementary relationship between smoking and drinking is attenuated if the cost of committing the annoying conduct (i.e., smoking) is high.Overall, this empirical study provides evidence that the psychological effect of the presence of surrounding people has a direct significant effect upon smoking behavior and, furthermore, that it attenuates the complementary relationship between smoking and drinking, thereby reducing cigarette consumption. These results indicate that not only formal rules but also tacitly formed informal norms are effective deterrents to smoking.     

Wholesalers,indirect exports,geography, and economies of scope: Evidence from firm transaction data in Japan

This study examines wholesalers’ roles in manufacturers’ exports in Japan. First, it is shown that, like in the case of manufacturing sector, a productivity sorting on the overseas activities is also present in the case of wholesalers. Namely, only the most productive wholesaler firms can engage in foreign direct investment, and the next productive wholesaler firms can participate in export activities, and the least productive wholesaler firms do domestic transactions only. Second, we investigate how the wholesalers facilitate manufacturers’ export activities in the form of indirect exports. We have found that the wholesalers through which manufacturing firms indirectly export their goods are predominantly located in Tokyo or Osaka. The probability of indirect exports is negatively correlated with distance between manufacturers and wholesalers, but there are certain threshold distances at 300–500 kilometers, over which the chance of indirect exports turns null. Another notable finding is that wholesalers’ productivities have positive correlation with the chances of indirect exports whereas manufacturers’ productivities do not matter. The number of manufacturers from which a wholesaler purchases goods, is found to have a positive correlation with the probability of indirect exports, a type of economies of scope effect.     

Impacts of ISO 14001 adoption on firm performance: Evidence from China

This paper investigates the impacts of ISO 14001 adoption on the performance of firms using a sample of Chinese firms. The results show that adopting ISO 14001 has insignificant impacts on the financial performance of Chinese firms. A further investigation shows that the adoption of ISO 14001 increases sales and costs of firms in similar magnitudes, thus causes insignificant net effects on the financial performance. Despite negligible financial gains, the adoption of ISO 14001 provides implicit non-financial benefits, such as promoting export and relieving coercive environmental inspections from the government.     

Inequality of opportunity in China: Evidence from pseudo panel data

We construct a pseudo panel sample from the China General Social Survey to study the inequality of opportunity in China. The pseudo panel enables us to control for cohort-specific heterogeneities when estimating the Mincer equation, and the results show that individual circumstances play a prominent role in determining income advantage. Counterfactual analysis further reveals the importance of cohort-level circumstances: individual circumstances account for less than 10% of the observed income inequality, whereas equalizing both the individual circumstances and the cohort fixed effects reduces income inequality by 30%. Among the individual circumstances we examine, gender and paternal characteristics contribute more to income inequality than does hukou of birth. Subsample analysis shows that China's western provinces exhibit the highest inequality of opportunity and that the inequality of opportunity among younger cohorts is smaller than that among older cohorts.     

Fiscal decentralization and environmental pollution: Evidence from Chinese panel data

China's environmental pollution casts a shadow on its economic success. Concerning fiscal decentralization, China introduced the rule-based tax assignment system in 1994. To avoid the structural change in underlying fiscal regimes, we use the provincial panel data during the period 1995–2010. We find that fiscal decentralization has no significant effect on environmental pollution as it is measured per capita emission of wastewater, waste gas or solid waste in system GMM (Generalized method of moments) estimation. Our results are robust when we use different measures of fiscal decentralization. We further find that fiscal decentralization has a significant, positive effect on pollution abatement spending and pollutant discharge fees, which indicates possible mechanisms for fiscal decentralization to help protect the environment.     

Ownership structure and firm performance: Evidence from the Chinese corporate reform

We employ a new classification of ownership identity to analyze the impact of ownership structure on enterprise performance in China. Using both fixed effects model and Generalized Methods of Moments (GMM), this study finds that marketized state-owned enterprises outperform firms controlled by the government, indicating that partial privatization of state-owned Chinese firms improves corporate governance. Non-controlling large shareholders of marketized state-owned enterprises and private enterprises are found to play active roles in corporate governance. Lastly, there is evidence that ownership concentration of a controlling shareholder decreases the incentives to expropriate minority shareholders.     

The minimum wage,exports, and firm performance: Evidence from Indonesia

This paper examines the interrelationship between changes in the provincial minimum wage, firms’ export behavior, and firms’ performance in Indonesia. In this regard, we apply a two-stage least squares regression analysis to detailed firm-level data of manufacturing enterprises during 2002–2014. We find that an increase in the minimum wage is associated with a decrease in a firm’s employment and productivity, but increase in its probability of exporting and markup. We also use the 2012 minimum wage reform in Indonesia to conduct a difference-in-difference analysis to further mitigate the potential endogeneity of minimum wage regulation. Our findings are generally robust to alternative estimation methods. Moreover, quantile regression results indicate that the average wage, firm size, and the education level of workers also affect the predictions. Above all, this study suggests that Indonesian exports and the country’s comparative advantage in international markets are not negligibly affected by higher labor costs caused by the growth in the minimum wage.     

Inequality of opportunity and household education expenditures: Evidence from panel data in China

This paper offers one of the first pieces of empirical evidence on the impact of inequality of opportunity on household education investment by using the panel data from China Family Panel Studies (CFPS) in three waves (2010, 2012 and 2014). Our result suggests that inequality of opportunity has a negative effect on household education expenditures. This result is robust to a series of robustness checks. Furthermore, for relatively disadvantaged households (household heads with less education, income, or rural hukou status), inequality of opportunity has a larger negative effect on their education expenditures. Policy suggestions to lower inequality of opportunity may include reducing labor market discrimination based on gender and hukou status, balancing education resources to create more equal educational opportunities, and offering children education subsidies in low-income families.     

Local government consumption and firm performance: Evidence from the "TPCs" in China

Government consumption is an important factor affecting corporate performance. By exploiting a unique data set that reveals the Three Public Consumptions (TPCs) of China’s prefecture-level city governments, this paper investigates the impact of actual local government consumption on corporate performance and identifies the potential impact mechanism. We show that increases in local government consumption did lead to declines in firm productivity. TPC expenditures on official cars and official receptions had the most obvious impact on corporate performance. After considering endogenous measurement errors and substitution variables, the conclusion remained stable. Moreover, we show that the increase of local government TPC expenditures caused an increase in corporate tax burden, a decline in government efficiency, and excessive administrative intervention, which in turn caused a decline in firm performance. Our findings are particularly pronounced in non-state-owned enterprises, in firms with tight financing constraints, and in regions with weak marketization and low budget transparency. This study expands the theory that government behavior affects corporate performance, and also provides policy implications regarding restraints on government consumption.     

Financial penalties as an alternative criminal sanction: Evidence from panel data

This paper explores whether financial penalties can be a viable alternative to traditional sanction methods. Given that the annual cost of operating jails and prisons is approximately $40 billion in the U.S., any increase in the efficiency of the criminal justice system will lead to substantial savings. Using a panel model to control for jurisdictional heterogeneity, results indicate that financial penalties provide a significant deterrent effect similar to those provided by other sanctions. As such, policy makers should reconsider alternative sanctions as part of a larger sentencing policy. While financial penalties are not options in all cases, the large number of nonviolent offenders currently incarcerated suggests that opportunities exist for financial punishment to reduce criminal justice expenditures.     

From firm-level imports to aggregate productivity: Evidence from Korean manufacturing firm data

Using Korean manufacturing firm-level data, this paper confirms that the use of imported inputs leads to increased productivity and that larger firms are more likely to use imported inputs. We find as a result that firm-level import decisions explain a non-trivial fraction of the fluctuations in manufacturing aggregate productivity in Korea over the period between 2006 and 2012. Specifically, our estimation results show that Korean manufacturing aggregate TFP declined by 8.7% during the Global Financial Crisis, about one-third of which is attributable to a contraction in firm-level import intensity. The main findings of this paper suggest a possible link between the recent global slowdown in productivity and the slowdown in global trade.     

Inequality of opportunity and household risky asset investment: Evidence from panel data in China

Based on the household panel data over three waves in China, this paper investigates how inequality of opportunity of a region affects household risky asset investment. The empirical results show that inequality of opportunity raises both the probability and the share of household risky asset investment in the region. Our key results are robust to a series of sensitivity checks. The heterogeneity analyses tell us that richer and more educated households seem to be affected more by inequality of opportunity of the county they reside in. The paper also tests several possible channels behind the observed relationship, showing that the following channels help bring upon this effect: increasing material aspiration, changing risk preferences, and reducing household expenditures.     

Corruption and firm growth: Evidence from China

Corruption is one of the most pervasive obstacles to economic and social development. However, in the existing literature it appears that corruption seems to be less harmful in some countries than in others. The most striking examples are well known as the “East Asian paradox”: countries displaying exceptional growth records despite having thriving corruption cultures. The aim of this paper is to explain the high corruption but fast economic growth puzzle in China by providing firm-level evidence of the relation between corruption and growth and investigating how financial development influences the former relationship. Our empirical results show that corruption is likely to contribute to firms' growth. We further highlight the substitution relationship between corruption and financial development on firm growth. This means that corruption appears not to be a vital constraint on firm growth if financial markets are underdeveloped. However, pervasive corruption deters firm growth where there are more developed financial markets. This implies that fast firm growth will not be observed until a later stage of China's development when financial markets are well-functioning and corruption is under control. Furthermore, the substitution relationship exists in the private and state-owned firms. Geographically, similar results can be seen in the Southeast and Central regions.     

The effect of foreign competition on UK employment and wages: Evidence from firm-level panel data

The Effect of Foreign Competition on UK Employment and Wages: Evidence from Firm-Level Panel Data. —This paper contributes to the sparse empirical literature on the effects of foreign competition on domestic employment and wages. The authors estimate a structural labour demand equation on UK firm-level panel data between 1982 and 1989 and several wage equations. When they restrict the sample to the manufacturing sector only, they find for the unionized firms that foreign competition has a negative effect on both wages and on employment. However, when UK manufacturing firms face only a few rivals, foreign competition has a positive effect on wages, but no effect on employment.     

A distributional analysis of union-wage effects in South Africa: Evidence from panel data

This paper examines whether individual workers’ time-invariant unobservable characteristics influence estimates of the South African union wage premium across the length of the conditional wage distribution. It employs the 2001–7 South African Labour Force survey and a fixed effects quantile regression estimator. Results show a relatively large (small) wage premium at the bottom (top) of the conditional wage distribution when workers’ time-invariant unobserved characteristics are ignored. Accounting for this set of factors substantially reduces the wage premium at all points of the distribution. In fact, the wage premium becomes somewhat constant across the conditional wage distribution, suggesting that unions in South Africa have little wage compressionary effects.     

Multinational activity and CEO compensation: Preliminary evidence from large UK firms

Multinational Activity and CEO Compensation: Preliminary Evidence from Large UK Firms. — Since the early 1980s the rate of growth in executive remuneration has consistently outpaced that of average earnings. This phenomenon has been widely assumed to be part of an internationalization of the executive labor market. This paper starts from the premise that the multinational enterprise will be a major agent in such a market and presents some preliminary tests for the impact of multinational activity in general, and specific regional effects in particular, on CEO remuneration using a sample of large UK firms. Surprisingly, we find no evidence to support our conjecture that CEO pay will be positively related to firm involvement in the United States. However, multinational activity does generate a significant premium over purely domestic activity.     

Impact of land tenure policy on agricultural investments in China: Evidence from a panel data study

The goal of this paper is to examine the impact of changes in China's rural land policy on agricultural investments. Dramatic changes occurred in China's rural land policies after 2000, including the extension of rural land contractual period, restriction of land reallocation among villages and villagers groups, elimination of agricultural taxes for responsibility land, and rapid development of rural land rental markets. These changes have given farmers more secure tenure on collectively controlled responsibility land and have strengthened farmers' income rights for responsibility lands, incentivizing them to increase their investments on responsibility lands. A panel data method was used to quantitatively investigate the impact of land policy changes on agricultural investment. We considered the application of organic fertilizer as an indicator for long-term agricultural investment, and compared the use of organic fertilizer between private plots and responsibility lands operated by the same household. The results showed that the difference in organic fertilizer use between private plots and responsibility land for the same household has become smaller from 2000 to 2008. Our findings suggest that recent changes in rural land policies have provided farmers incentives to increase land quality investment on their responsibility lands.