Bank capital and lending: Evidence of nonlinearity from Indonesia

This paper studies the transmission of bank capital shocks to loan supply in Indonesia. Using bank data for the period 2001:Q1 to 2018:Q4, we estimate dynamic panel data models of bank lending. We find nonlinear effects of capital on loan growth. Specifically, the response of weakly capitalized banks to changes in their capital positions is larger than that of strongly capitalized banks. This non-linearity implies that not only the level of capital but also its distribution across banks in the system affects the transmission of shocks to aggregate lending. Likewise, the effects of bank recapitalization on loan growth depend on banks’ starting capital positions and the size and distribution of capital injections.     

Working capital management during the global financial crisis: Evidence from Japan

This paper demonstrates the adjustment speed of firm working capital and the relationships between working capital and firm performance in Japan during the global financial crisis. Using quarterly firm-level data, we find that the adjustment of working capital was weaker during the crisis. Moreover, the negative relationship between excess working capital and firm performance became more significant during the crisis, especially for larger firms. However, this crisis-related working capital–firm performance effect does not appear to persist for very long, because to finance any excess working capital, firms borrow from banks and reduce their internal cash both during and outside periods of crisis.     

The effects of credit lines on cash holdings and capital investment: Evidence from Japan

This study examines how credit lines affect corporate cash holdings and capital investment using a hand-collected data on publicly traded Japanese firms from 2006 to 2017. The study compares firms with and without credit lines to investigate the effects of credit lines. The empirical results are as follows: (1) Firms with credit lines hold smaller cash reserves than those without; (2) Firms with credit lines undertake more capital investment than those without; (3) The effects of credit lines are more amplified for financially constrained firms than their counterpart; (4) A close bank–firm relationship plays a positive role in the effect of credit lines on corporate activities.These empirical findings indicate that credit lines can improve firms’ financial flexibility and allow them to use cash holdings held for precautionary reasons to invest. The results also show that credit lines and the attendant implicit bank–firm relationships are complementary to each other. Moreover, having both credit lines and a close bank–firm relationship is important to Japanese firms for their corporate activities. Furthermore, the results imply that the use of credit lines is still relatively undeveloped in Japan, which may be a reason for the country's large corporate savings and lackluster investment.     

School attendance and economic shocks: Evidence from rural Zimbabwe

Unpredicted shocks such as weather, pests or price changes affect agricultural households negatively or positively. The shocks have two opposite effects (income and substitution) on parents’ investments in the human capital of their children, and it is not predictable from theory whether the income effect or the substitution effect of a shock has a greater impact on the investments. Therefore, it is unknown whether human capital investments (i.e. sending children to school rather than having them work) are procyclical or countercyclical. In this paper we show how hyperinflation may affect investments in the education of children by their parents using three data-sets from Zimbabwe. We find that human capital investments are countercyclical (the substitution effect dominates) in rural areas of Zimbabwe during a shock. Therefore, policymakers in Zimbabwe need to be worried about decreased schooling of children during positive shocks in the rural areas.     

Macroeconomic effects of uncertainty shocks: Evidence from Korea

This paper proposes a new measure of economic policy uncertainty (EPU) for Korea by fine-tuning the keywords and exploiting information drawn from a wide variety of local newspapers. The uniqueness of our new EPU index lies mainly in the fact that it uses a set of keywords that correspond much more closely to actual language use and better reflect the economic environment of Korea, which is classified as a small open economy. After shocks to EPU being identified, we employ these shocks to estimate the impulse responses using local projections. Unlike the existing measure, our results show that shocks to EPU lead to a significant decline in macroeconomic aggregates such as output, consumption, investment, and employment. Thus our results suggest a refinement of the EPU index in general for other countries accordingly. We also develop policy-specific uncertainty indices and show that they capture important historical events related to the corresponding policies, such as monetary and fiscal measures.     

Negative economic shocks and child schooling: Evidence from rural Malawi

This study investigates the impacts of negative economic shocks on child schooling in households of rural Malawi, one of the poorest countries in sub-Saharan Africa. Both individually-reported and community-level shocks are investigated. There is evidence that community-level shocks negatively impact the school enrolment of children. The point estimates suggest that this effect is larger when shocks and school enrolment are reported by men as compared with women. However, we cannot conclude with statistical confidence that the impact of idiosyncratic shocks is larger when reported by males than when reported by females. Similarly, although the point estimates suggest that the impact of community-level shocks on the school enrolment of children is larger than that of idiosyncratic shocks, we cannot conclude with statistical significance that the impacts of community-level and idiosyncratic shocks are different.     

Bank dependence and financial constraints on investment: Evidence from the corporate bond market paralysis in Japan

This paper investigates whether firms are able to substitute bank loans for public debt when the latter become less available to firms. To do so, this paper utilizes the 2008 financial crisis and its impact on Japanese markets as a natural experiment. Because the Japanese banking sector remained functional while the corporate bond markets were paralyzed, the data from Japan during this period provide us with an ideal environment to examine this hypothesis. I specifically examined whether firms with large holdings of corporate bonds maturing in FY2008 were financially constrained, by comparing the changes in their capital investment expenditures and borrowing conditions with those of bank-dependent firms. The main empirical results indicate that (1) firms with large holdings of corporate bonds maturing in FY2008 did not reduce investment expenditures; (2) instead, they exhibited higher increments in bank loans; and (3) firms that maintained relatively close bank-firm relationships had greater access to bank loans with low borrowing costs. These findings demonstrate that Japanese firms were able to substitute bank loans for public debt during the crisis and imply that the Japanese banking sector worked efficiently to replace public debt markets during the crisis.     

Firm-level human capital and innovation: Evidence from China

This paper examines the role of human capital in firms' innovation. Based on a World Bank survey of manufacturing firms in China, we use two firm-level datasets: one from large metropolitan cities, and one from mid-sized cities. Patents are used as an indicator of innovation. The human capital indicators we use include the number of highly educated workers, the general manager's education and tenure, and the management team's education and age. We use the Negative Binomial and Instrumental Variables estimators to estimate patent production function models that are augmented by our human capital variables. We also use the zero-inflated Negative Binomial model to examine the likelihood of innovation. We find that the human capital indicators play an important role in influencing patenting, and that some of the human capital variables appear to have a greater impact on patenting in mid-sized cities. Our human capital estimates are obtained after controlling for firms' R&D, size, market share, age, and foreign ownership, as well as fixed effects to control for industry-specific characteristics, and firms' location and geography.     

Bank risk taking,efficiency, and law enforcement: Evidence from Chinese city commercial banks

We investigate bank risk taking, efficiency and their relation to law enforcement using a unique sample of 133 Chinese city commercial banks across 31 regions for the 1999–2008 period. We find that stronger law enforcement tends to promote greater bank risk taking in the region. Furthermore, employing a stochastic distance function approach, our analysis shows that the performance of Chinese city commercial banks, as measured by bank efficiency, is heavily influenced by the effectiveness of law enforcement in the region. Better legal environment, higher efficiency in the legal system, and stronger protection of intellectual property right are associated with a higher level of efficiency among these banks.     

Robots and industrial labor: Evidence from Japan

This paper provides one of the first studies of the impact of the introduction of robots to equilibrium labor demand in an entire economy. We use long-term (1979–2012) industry-level panel data from Japan, a country that is over 10 times as intensive in the use of robots as in the U.S. Our model, which is derived from Acemoglu and Restrepo (2017), shows that there are three effects on labor demand in the aggregate economy from the introduction of industrial robots. The first is the negative displacement effect of robots taking over the tasks of humans. The second is the positive industry productivity effect of robots lowering costs in a particular industry. This lowering of costs draws demand to the industry and expands output and employment in that industry. The third is the positive general equilibrium effect. Robots raise productivity and expands demand in all industries, thereby increasing the product and labor demand for the industry introducing the robots. In our estimation, we find that the displacement effect is insignificant, the productivity effect is sometimes positively significant, and the macroeconomic general equilibrium effect is always highly positively significant. Overall, the introduction of robots has been beneficial to the demand for labor in Japan. Our results are robust to various controls and instrumental variables.     

The consequences of health shocks on households: Evidence from China

Unexpected health shocks may bring catastrophic consequences for households. This paper examines the effect of unexpected adverse health shocks on household members' physical and mental health, labor supply, household income and asset, and health behaviors in China by analyzing two nationally representative datasets and adopting a difference-in-differences method augmented with coarsened exact matching. We find that an unexpected health shock results in a discounted out-of-pocket medical expenditure of 16,943 RMB (US$ 2647) over five years for an average household, a reduction of household income per capita of 841 RMB per year (US$ 131, or 6.0% of household annual income per capita), and a loss of net household asset per capita of 13,635 RMB (US$ 2130, or 9.7% of household asset per capita). It raises the probability of an average household applying for public poverty relief allowance by 2.8 percentage points. In addition, we document a strong intra-household spillover effect of health shocks on mental health and health behaviors. A simple back-of-envelope calculation shows that the health shock induces a private cost of 34,966 RMB (US$ 5463) over 5 years for an average household, and incurs a social financial burden of 6066 RMB (US$ 948) in 5 years per household in medical reimbursement and social welfare transfers. At a national scale, the total social burden of health shocks from cardiovascular and cerebrovascular diseases amounts to 1.1 trillion RMB (US$ 172.1 billion) over 5 years.     

The determinants of capital structure: Evidence from China

This paper employs a new database containing the market and accounting data (from 1994 to 2003) from more than 1200 Chinese-listed companies to document their capital structure characteristics. As in other countries, leverage in Chinese firms increases with firm size and fixed assets, and decreases with profitability, non-debt tax shields, growth opportunity, managerial shareholdings and correlates with industries. We also find that state ownership or institutional ownership has no significant impact on capital structure and Chinese companies consider tax effect in long-term debt financing. Different from those in other countries, Chinese firms tend to have much lower long-term debt.     

Do private capital markets insure regional risk? Evidence from the United States and Europe

A striking feature of international economic relations is the limited extent of intertemporal trade and risk-sharing among nations. This paper uses data on consumption, income, and production from regions of the United States to address the question of whether the limited participation of national economies in international capital markets is a fundamental aspect of economic relations among large geographic regions, or whether it is specifically an artifact of international economic relations. We conclude that capital flows among the regions of the United States are significantly larger than those across countries. However, such private markets still provide a relatively limited degree of insurance against regional fluctuations.     

Capital Structure and Bank Performance: Empirical Evidence from Ghana

The aim of this paper is to examine the impact of capital structure on profitability of commercial banks in Ghana. The study used a sample of 21 commercial banks over the period 2000–2014 using panel corrected standard errors and two‐stage least‐squares estimation approaches. The results show that bank capital structure measured as capital‐to‐asset ratio is a robust and positive driver of bank performance (profitability) measures (return on assets and net interest margin). Additionally, the results further indicate that share of customer demand deposit positively affects bank profitability. The positive relationship between the capital‐to‐asset ratio and performance provides support for the bank capitalization policy implemented by the Bank of Ghana. Also, the findings provide evidence in support of the recent upsurge in bank short‐term deposit mobilization strategies and promotions by commercial banks in the country to enhance their deposit base.     

External shocks and Japanese business cycles: Evidence from a sign-restricted VAR model

This study investigates the sources of Japanese business fluctuations since the 1990s, taking into account both external shocks (e.g., risk premium and foreign demand shocks) and domestic supply and demand shocks. We use the sign-restricted VAR model based on the theoretical model to identify these shocks. The presented results show that approximately 30–50% of the forecast error variances in output can be explained by external shocks. Further, we demonstrate that supply shock is the main influencing factor in Japanese business fluctuations throughout the sample period and that the role of external shocks has been growing in the post-Lehman period, including the effect of the Great East Japan Earthquake.     

Industry-specific human capital and the wage profile: Evidence from Taiwan

Using data from Taiwan's Manpower Utilization Survey (1979–2000), this paper finds evidence that supports the industry-specific human capital effect on wage tenure profiles. Work experience is used as an indirect measure for testing industry-specific human capital by comparing the effect between stayers and movers. Other things being equal and holding firm tenure constant, movers actually incur a wage loss measured by the wage premium of the work experience. However, a greater than average firm tenure effect, especially for movers in the voluntary group, reflects an underlying job-related matching process. We also find that the effect of work experience declines with education, while the effect of industry-specific human capital increases with education. JEL no. J24, J31, J41, J62.     

Decomposing local fiscal multipliers: Evidence from Japan

Recent studies on fiscal policy use cross-sectional data and estimate local fiscal multipliers along with spillovers. This paper estimates local fiscal multipliers with spillovers using Japanese prefectural data comparable with the national accounts. We estimate the local fiscal multiplier on output to be 1.7 at the regional level. We decompose the regional fiscal multiplier into the prefectural fiscal multiplier and the region-wide effect. Converting the latter component into the spillover, we find that the spillover is positive and small in size. We also decompose the regional fiscal multiplier on output into multipliers on the expenditure components. Our estimates suggest that there are crowding-in effects of government spending on consumption and investment. Moreover, we find that the regional fiscal multiplier on absorption exceeds 2.0 and that the spillover to absorption is considerable in contrast to the spillover to output.