Bank liquidity risk and monetary policy. Empirical evidence on the impact of Basel III liquidity standards

We extend the literature on the bank lending channel in two aspects. First, rather than following the literature by analyzing the impact of banks’ liquidity (measured via their asset portfolio) on monetary policy transmission, we study the role of banks’ actual liquidity risk, as measured by the Basel III liquidity regulations. Second, we investigate the effect of complying with the Basel III liquidity standards on monetary policy transmission. We use highly detailed bank-level data from Luxembourg for the period 2003q1--2010q4. Our findings are that monetary policy transmission works its way through small banks that also have a large maturity mismatch, as measured by the Net Stable Funding Ratio. In contrast, large banks with a small maturity mismatch increase their lending following a monetary policy shock, which confirms existing results that Luxembourg’s banks are liquidity providers to the European market. Based upon in-sample predictions and upon simulated data from an optimization model that takes the banks’ business models into account, we conclude that the bank lending channel will no longer be effective once banks adhere to the new Basel III liquidity regulations.     

Policy distortions and aggregate productivity with heterogeneous establishments

We formulate a version of the growth model in which production is carried out by heterogeneous establishments and calibrate it to US data. In the context of this model we argue that differences in the allocation of resources across establishments that differ in productivity may be an important factor in accounting for cross-country differences in output per capita. In particular, we show that policies which create heterogeneity in the prices faced by individual producers can lead to sizeable decreases in output and measured total factor productivity (TFP) in the range of 30 to 50 percent. We show that these effects can result from policies that do not rely on aggregate capital accumulation or aggregate relative price differences. More generally, the model can be used to generate differences in capital accumulation, relative prices, and measured TFP.     

Products and Productivity*

When firms make decisions about which product to manufacture at a more disaggregated level than observed in the data, measured firm productivity reflects both characteristics of the firm and attributes of the products that are non‐randomly chosen by the firm. This paper develops a model of industry equilibrium in which firms endogenously sort across products and characterizes the resulting bias in measured firm and aggregate productivity. Calibrating the model's parameters, we show that endogenous product selection can have quantitatively important effects on measured firm and aggregate productivity and their response to changes in parameter values.     

The Costs of Financial Crises: Resource Misallocation,Productivity, and Welfare in the 2001 Argentine Crisis

Financial crises in emerging market countries appear to be very costly: both output and a host of partial welfare indicators decline dramatically. The magnitude of these costs is puzzling both from an accounting perspective – factor usage does not decline as much as output, resulting in large falls in measured productivity – and from a theoretical perspective. With the aim of resolving this puzzle, we present a framework that allows us to do the following. First, we account for changes in a country's measured productivity during a financial crisis as the result of changes in the underlying technology of the economy, the efficiency with which resources are allocated across sectors, and the efficiency of the resource allocation within sectors, driven both by reallocation amongst existing plants and by entry and exit. Second, we measure the change in the country's welfare resulting from changes in productivity, government spending, the terms of trade, and a country's international investment position. We apply this framework to the Argentine crisis of 2001 using a unique establishment level dataset and we find that more than half of the, roughly, 10 percent decline in measured total factor productivity can be accounted for by deteriorations in the allocation of resources both across and within sectors. We measure the decline in welfare to be of the order of one‐quarter of one year's gross domestic product.     

Credit constraints and productivity of SMEs: Evidence from Canada

To what extent firms are constrained by external credit is usually unobserved in commonly used firm-level data. We use a survey of financing among Canadian small and medium-sized enterprises to measure the likelihood of a firm being constrained by credit. We find that firm size, current debt-to-asset ratio and cash flow are robust indicators of being financially constrained, while long-term debt to asset ratio is not a significant indicator of credit constraints. We then estimate the firm-level total factor productivity, taking into account the measured credit constraints. Omitting credit constraints leads to an upward bias of productivity estimates, by 4 percent. In addition, we find no strong evidence that suggests credit constraints lead to slower productivity growth. Finally, we confirm that both investment and employment growth are negatively affected by the measured credit constraints.     

CALCULATING A PRICE INDEX FOR FAMILIES WITH CHILDREN: IMPLICATIONS FOR MEASURING TRENDS IN CHILD POVERTY RATES

This paper investigates the effects of varying consumption patterns for families with and without children on measured trends in child poverty. We first use data from consumer expenditure surveys to calculate price indices by family type. We next examine the effect of using these group-specific price indices on measured trends in child poverty. Although we find that, all else equal, children increase the cost of living, our calculations indicate that on average families with children experienced relatively lower inflation rates than families without children during the 1968 to 1987 period. While this result suggests that estimates of child poverty rates calculated using an average price index may have over-stated secular increases in child poverty, we find that child poverty rates calculated using a price index specific lo families with children are not substantively different from those calculated using an average index for all families.     

Consumption inequality in Canada, 1997 to 2009

We assess the evolution of consumption inequality in Canada over the years 1997 to 2009. We correct the imputation of shelter consumption for homeowners to allow for unobserved differences in housing quality correlated with selection into rental tenure, and we account for measurement error in this imputation. Using the annual Survey of Household Spending for years 1997 to 2009, we find that household‐level consumption inequality measured by the Gini coefficient increased from 0.251 to 0.275 over 1997 to 2006. Between 2006 and 2007, consumption inequality may have decreased, and over 2007 to 2009, consumption inequality was flat. Over the entire period of 1997 to 2009, consumption inequality increased moderately. The Gini coefficient for individual‐level consumption inequality followed a similar pattern, though the changes were smaller in magnitude. We also explore a possible correction for tail non‐response bias in inequality measurement and find that the increase in measured consumption inequality is robust to this correction.     

The Indian Public Distribution System as provider of food security: Evidence from child nutrition in Andhra Pradesh

We study whether a sudden increase of the price of rice supplied by the Indian Public Distribution System in Andhra Pradesh, a large Indian state, had a negative impact on child nutrition. A few months after the price increase, a health survey started to record weight for a large sample of children. The data collection continued for several months, so that children measured later lived for a longer period of time in a less favorable price regime. Using different estimation techniques we find that longer exposure to high prices are not accompanied by worse nutritional status, as measured by weight-for-age.     

E-commerce and the market structure of the recorded music industry

In this article, we study the impact of the development of e-commerce on the concentration of the recorded music industry in France, for the period 2003–2010. First, we find that over the whole period, CD sales, measured at the distributor level, are less concentrated online than offline. Second, we find that sales concentration online has increased between the early period of e-commerce (2003–2006) and the later period (2007–2010).     

THE FORMATION OF CONSUMER INFLATION EXPECTATIONS: NEW EVIDENCE FROM JAPAN'S DEFLATION EXPERIENCE

Using a new data set, we investigate the relationship between the inflation experience and expectations of households in Japan, focusing on the post-1995 deflationary era. Our first finding is that inflation expectations increase with age. Second, we find that measured inflation rates also increase with age, although age and inflation expectations continue to exhibit a positive correlation even after controlling for the household-level inflation rate. Analysis suggests that the correlation between age and inflation expectations is driven largely by the correlation between cohort and inflation expectations, which we interpret to represent the effect of historical inflation experience on inflation expectations.     

Heterogeneous preferences and investments in energy saving measures

We investigate whether risk, time, environmental, and social preferences affect single-family homeowners’ investments in the energy efficiency of their house using established experimental measures and questionnaires. We find that homeowners who report to be more risk taking are more likely to have renovated their house. Pro-environmental and future-oriented renovators, i.e. renovators with lower discount factors, live in homes with higher energy efficiency. Pro-social preferences as measured in a dictator game relates positively to the energy quality of renovated houses. Controlling for the energy efficiency of houses, we further find that energy consumption as measured by heating and electricity costs is lower for future-oriented and pro-environmental individuals.     

Dollar-Deutschemark Polarisation: Comparing The Pound And Franc

The extent to which movements in the sterling and franc bilateral exchange rates are associated with changes in the dollar‐deutschemark exchange rate is measured. In the case of the pound we find, in contrast to the impression that might be gained from previous studies, that its linkage to the dollar has been, since the late 1990s, as high as it was in the late 1970s. In the case of the franc, we find that it has for some time been a powerfully deutschemark‐linked currency. This calls into question the view that there has been significant ‘dollar‐deutschemark polarity’ with respect to the franc in the recent past. We suggest that policymaker guidance and market rules of thumb may partially explain the developments we observe.     

Investment barriers and premiums on closed-end country funds

We investigate the cross-sectional relation between investment barriers and premiums on closed-end country funds (CECFs) traded in U.S. markets over the period from 1995 to 2004. We find that funds investing in markets with higher indirect investment barriers as measured by market turnover and country risk have higher premiums. We also document that the relation between the country risk and CECF premium is much stronger after the stock market liberalization. Since investors prefer to invest in emerging markets with high indirect barriers through country funds, they increase the premiums of the funds targeting those countries. In addition, we find that direct investment barriers as measured by the investable weight factor do not explain the large variation in the CECF premiums.     

Inflation (mis)perceptions in the euro area

There has been a growing interest on inflation perceptions in the euro area, in particular, following the euro cash changeover. It has been pointed out that a gap emerged between observed and perceived inflation since the introduction of the euro notes and coins. Such a statement relies on the fact that inflation perceptions, measured by the well-known balance statistic from the European Commission’s consumer survey, hiked after January 2002 and remained high thereafter, as opposed to the observed inflation, which has remained fairly stable. In this paper, we discuss the measurement of inflation perceptions, by comparing the balance statistic with a refined alternative measure, which is computed using the probability method. We argue that the balance statistic should be used carefully, as it can lead to misleading conclusions. In fact, we find no evidence, both for euro area and individual countries, of the breakdown in the relationship between observed and perceived inflation, as measured by the proposed alternative measure, at the time of the euro cash changeover.     

Misallocation and financial market frictions: Some direct evidence from the dispersion in borrowing costs

Financial frictions distort the allocation of resources among productive units—all else equal, firms whose financing choices are affected by such frictions face higher borrowing costs than firms with ready access to capital markets. As a result, input choices may differ systematically across firms in ways that are unrelated to their productive efficiency. We propose an accounting framework that allows us to assess empirically the magnitude of the loss in aggregate resources due to such misallocation. To a second-order approximation, the framework requires only information on the dispersion in borrowing costs across firms, which we measure—for a subset of U.S. manufacturing firms—directly from the interest rate spreads on their outstanding publicly-traded debt. Given the observed dispersion in borrowing costs, our approximation method implies a relatively modest loss in efficiency due to resource misallocation—on the order of 1 to 2 percent of measured total factor productivity (TFP). In our framework, the correlation between firm size and borrowing costs has no bearing on TFP losses under the assumption that financial distortions and firm-level efficiency are jointly log-normally distributed. To take into account the effect of covariation between firm size and borrowing costs, we consider a more general framework, which dispenses with the assumption of log-normality and which implies somewhat higher estimates of the resource losses—about 3.5 percent of measured TFP. Counterfactual experiments indicate that dispersion in borrowing costs must be an order of magnitude higher than that observed in the U.S. financial data, in order for misallocation—arising from financial distortions—to account for a significant fraction of measured TFP differentials across countries.     

The effect of school resources on educational attainment: evidence from Denmark

We investigate the effect of school inputs in primary and lower secondary schools on the probability of eventually passing upper secondary or vocational education. Danish administrative register data for a large number of young people and their parents are used. Educational outcome and controls for family background are measured at the individual level, whereas school expenditure and controls for municipal socioeconomic characteristics are measured at the municipal level. As unobserved characteristics may be correlated for pupils within the same municipality, we estimate linear probability and logit models with random municipal‐specific effects in addition to standard OLS and logit models. With the full sample of pupils and the full set of controls, we find that expenditure per pupil has a statistically significant, but rather small, positive effect on educational attainment. Effects of teacher–pupil ratios are less significant. The expenditure effects are generally higher for pupils from disadvantaged backgrounds.     

Experimental Estimates of Taxpayer Ethics

This paper extends the existing literature on taxpayer ethics in three ways. First, we construct a two-stage model of decision making, which allows us to disentangle risk preferences from ethical motivations for income tax compliance. Second, we develop a new experimental data set, which permits us to estimate the magnitudes of the relevant personality traits, risk aversion and morality, at the individual level. Third, we combine the experimental data with participant surveys so that ethical preferences are not only measured but also linked to demographic characteristics. We find that ethical preferences are correlated with risk aversion, age, gender, and marital status, among other characteristics.     

Relative consumption, relative wealth and growth

In a growth model where individuals care about their social status measured both by consumption and wealth comparisons, we show that status comparison in wealth heightens economic growth, while status comparison in consumption may affect negatively economic growth.     

Large data sets,nonlinearity and the speed of adjustment to real exchange rate shocks

A well known puzzle in international finance concerns the very slow speeds of adjustment of real exchange rates observed in response to shocks. In this article, we explore whether allowing for a wide range of influences on the real exchange rate in a nonlinear framework can help resolve this puzzle. Using, recently proposed econometric methods for summarizing very large macroeconomic data sets into a small number of observable factors, we find that there is a long run relationship between these factors and real exchange rates. When put into a nonlinear framework, we find that allowing for the effects of macroeconomic factors dramatically increases the measured speed of adjustment of the real exchange rate.     

Does board gender diversity influence firm profitability? A control function approach

We investigate the relation between board gender diversity and firm profitability using the control function (CF) approach recently suggested by Wooldridge (2015). The CF method takes account of the problem of endogenous explanatory variables that have potential to bias the results. Using a sample of firms that made up the S&P 500 over the period 2004–2015, we find that the presence of women on corporate boards (measured either by the percentage of female directors on corporate boards or the Blau index of heterogeneity) has a positive and significant (at the 1% level) effect on firm profitability (measured by the return on assets). We compare our results to more traditional approaches (such as pooled OLS or the fixed-effects model). Through this study, we shed light on the effect of women on corporate boards on firm performance, as it is still a controversial issue (Post and Byron, 2015).