WORKING PAPERS


Is Newer Better? Penn World Table Revisions and Their Impact on Growth Estimates, with Simon Johnson , William Larson, and Arvind Subramanian , October 2009. Download NBER Working Paper no 15455; Latest version PDF file. VoxEU.

This paper sheds light on two problems in the Penn World Table (PWT) GDP estimates. First, we show that these estimates vary substantially across different versions of the PWT despite being derived from very similar underlying data and using almost identical methodologies; that this variability is systematic; and that it is intrinsic to the methodology deployed by the PWT to estimate growth rates. Moreover, this variability matters for the cross-country growth literature. While growth studies that use low frequency data remain robust to data revisions, studies that use annual data are less robust. Second, the PWT methodology leads to GDP estimates that are not valued at purchasing power parity (PPP) prices. This is surprising because the raison d’ętre of the PWT is to adjust national estimates of GDP by valuing output at common international (purchasing power parity [PPP]) prices so that the resulting PPP-adjusted estimates of GDP are comparable across countries. We propose an approach to address these two problems of variability and valuation.


Which Reforms Work and under What Institutional Environment: Evidence from a New Dataset on Structural Reforms, with Alessandro Prati and Massimiliano Onorato, January 2010. Download PDF file.

Are structural reforms growth enhancing? Is the effectiveness of reforms constrained by a country's institutional environment or by its distance from the technological frontier? This paper takes a new and comprehensive look at these questions by employing a novel dataset that includes several kinds of real (trade, agriculture and networks) and financial (domestic finance, banking, securities, and capital account) reforms for an extensive list of developed and developing countries, going back as far as the 1960s. The main finding of the paper is twofold. First pass evidence based on growth acceleration episodes and on growth regressions suggest that both real- and financial-sector reforms are positively associated with growth. Second, the positive reform-growth relationship is heterogeneous and influenced by a country's constraints on the authority of the executive power and by its distance from the technological frontier.


Are Any Growth Theories Linear?, with Daniel Henderson , and Christopher Parmeter , February 2010 (revised version). Download PDF file. Longer working paper version. Download PDF file.

Recent research on macroeconomic growth has been focused on resolving several key issues, two of which, specification uncertainty of the growth process and variable uncertainty, have received much attention in the recent literature. The standard procedure has been to assume a linear growth process and then to proceed with investigating the relevant variables that determine growth across countries. However, a more appropriate approach would be to recognize that a misspecified model may lead one to conclude that a variable is relevant when in fact it is not. This paper takes a step in this direction by considering conditional variable uncertainty with full blown specification uncertainty. We use recently developed nonparametric model selection techniques to deal with nonlinearities and competing growth theories. We show how one can interpret our results and use them to motivate more intriguing specifications within the traditional studies that use Bayesian Model Averaging or other model selection criteria. We find that the inclusion of nonlinearities is necessary for determining the empirically relevant variables that dictate growth and that nonlinearities are especially important in uncovering key mechanism of the growth process.


Inequality, Human Capital and Development: Making the Theory Face the Facts, with Nor Azam Abdul Razak, January 2010 (revised version). Download PDF file.

In their seminal contribution Galor and Zeira (1993) show that income inequality can have a major effect on economic development and prompted a vast literature investigating alternative channels and mechanism through which the inequality-development relationship may work. In this paper we test one of such channels, namely the inequality-human capital-development hypothesis. Using a sample of 46 countries for the period 1970-2000 we obtain results that lend strong support to this relationship. Our baseline results are shown to be unaffected from several robustness checks.


Rising Income Inequality: Technology, or Trade and Financial Globalization?, with Florence Jaumotte, and Subir Lall, September 2009 (revised version). Download PDF file | Data | Data Description.

We examine the relationship between the rapid pace of trade and financial globalization and the rise in income inequality observed in most countries over the past two decades. Using a panel of 51 countries over a 23 year period from 1981-2003, we find that technological progress has had a greater impact than globalization on inequality. The limited overall impact of globalization reflects two offsetting tendencies: whereas trade globalization is associated with a reduction in inequality, financial globalization – and foreign direct investment in particular – is associated with an increase in inequality. We find that policies aimed at reducing barriers to trade and broadening access to education and credit can allow the benefits of globalization to be shared more equally. A key finding is that both globalization and technological changes increase the returns on human capital, underscoring the importance of education and training in both developed and developing countries in addressing rising inequality.

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