Search results for "endogeneity"
showing 10 items of 52 documents
Production Function Estimation in Stata Using the Ackerberg–Caves–Frazer Method
2016
We present a new e-class command, acfest, that implements the method of Ackerberg, Caves, and Frazer (2015, Econometrica 83: 2411–2451) to estimate production functions. This method deals with the functional dependence problems that may arise in the methods proposed by Olley and Pakes (1996, Econometrica 64: 1263–1297) and, particularly, Levinsohn and Petrin (2003, Review of Economic Studies 70: 317–341) (implemented in Stata by Yasar, Raciborski, and Poi [2008, Stata Journal 8: 221–231] and Petrin, Poi, and Levinsohn [2004, Stata Journal 4: 113–123], respectively). In particular, the acfest command yields (nonlinear, robust) generalized method of moments estimates using a Mata function an…
On the Relevance of Agency Conflicts in SME Debt Maturity Structure
2015
Previous theoretical research asserts that an optimal policy of debt maturity structure mitigates the various agency conflicts that arise through debt contracts. We test this hypothesis on Small and Medium-Sized Enterprises (SMEs), which are very sensitive to agency problems. Such problems mainly arise between owners and debt providers, due to SMEs recording high growth and having few fixed assets and informational asymmetry. We provide evidence on the relevant effect of underinvestment, asset substitution, and overinvestment problems on SME debt structure. Results appear to be robust to both the endogeneity problem of explanatory variables and the censored dependent variable.
Female leaders and financial inclusion: Evidence from microfinance institutions
2023
This research advances the hypothesis that female leaders – chief executive officers (CEOs), chairs, and directors – of a microfinance institution (MFI) give more priority to the poorest families in loan provision than male leaders do. We differentiate between a depth and a width dimension of financial inclusion. The data set is a unique global panel of MFIs collected from MFI raters’ reports. Our sample is also unique in the sense that about one-third of all MFIs have a female CEO. The problem of endogeneity for the female leader is resolved by running Heckman’s two-step endogenous dummy variable estimation with an instrument for the female leader. We find evidence of greater depth financi…
The influence of geography on the spatial agglomeration of production in the European Union
2012
Abstract We investigate the relative impact of geographic features on the location of production in the European Union. Specifically, we attempt to quantify how much of the spatial pattern of GDP can be attributed to exogenous first-nature elements alone and how much can be derived from endogenous second-nature factors. In order to disentangle both effects empirically, we control for second-nature factors. A method based on the decomposition of the per capita GDP variance is applied to a panel of 1,171 European NUTS 3 regions for 2006. We demonstrate that variable and model misspecifications may bias results unless proper allowance is made for spatial autocorrelation and spatial heterogenei…
Policy uncertainty and foreign direct investment
2020
While foreign direct investment (FDI) is known to be the most stable type of international capital flows, it may be particularly susceptible to heightened uncertainty because of its high fixed costs. We investigate the effect of domestic policy uncertainty on FDI inflows into 16 host countries using the OECD bilateral FDI panel data set and the economic policy uncertainty index from 1985 to 2013. The bilateral structure of the data enables us to disentangle pull factors of FDI from its push factors, thereby obtaining a cleaner causal identification of the higher domestic policy uncertainty effect. To alleviate remaining endogeneity concerns, we use the timing of “exogenous” elections as an …
Effects of Carbon Emissions, Environmental Disclosures and CSR Assurance on Cost of Equity in Emerging Markets
2021
The objective of the paper is to empirically test the relation between carbon emissions, environmental disclosures, assurance of sustainability reports and firms&rsquo
The Effect of Public Education Expenditure on Shadow Economy: A Cross-Country Analysis
2015
AbstractThis paper empirically examines whether devoting more resources to education can reduce the size of the shadow economy on a cross-section of countries. The findings show a negative relationship between public education expenditure and the size of the shadow economy, which is robust to the inclusion of different proxies for the control variables, a large set of policy variables, regional differences and endogeneity. The findings also emphasize the role of education, suggesting that public policies devoted to higher education level imply a decreasing effect on the shadow economy.
Bank-specific shocks and aggregate leverage: Empirical evidence from a panel of developed countries
2020
International audience; This paper investigates the link between shocks in the banking sector and aggregate leverage measured by the credit-to-GDP gap. Using a balanced panel of 15 countries for the period 1989–2016, we exploit the approach due to Gabaix (2011) and consider banking granular shocks as an indicator of banking distress. Using methods that account for potential endogeneity, we find that banking shocks Granger-cause aggregate leverage. In particular, banking shocks tend to increase the level of leverage and cause departures of the credit-to-GDP ratio from its long-term trend.
Testing for Financial Contagion Between Developed and Emerging Markets During the 1997 East Asian Crisis
2003
In this paper we examine whether during the 1997 East Asian crisis there was any contagion from the four largest economies in the region (Thailand, Indonesia, Korea and Malaysia) to a number of developed countries (Japan, UK, Germany and France). Following Forbes and Rigobon (2002), we test for contagion as a significant positive shift in the correlation between asset returns, taking into account heteroscedasticity and endogeneity bias. Furthermore, we improve on earlier empirical studies by carrying out a full sample test of the stability of the system that relies on more plausible (over)identifying restrictions. The estimation results provide some evidence of contagion, in particular from…
Trade Openness and Income: A Tale of Two Regions
2015
In this article we present evidence of the long-run effect of trade openness on income per worker for two regions that have followed different liberalization strategies, namely Asia and Latin America. A model that re-examines these questions is estimated for two panels of Asian and Latin American countries over the 1980-2008 period using a novel empirical approach that accounts for endogeneity as well as for the time series properties of the variables involved. From an econometric point of view, we apply recent panel cointegration techniques based on factor models that account for two additional elements usually neglected in previous empirical literature: cross-dependence and structural bre…