Showing papers in "IMF Working Papers in 2016"
TL;DR: In this paper, the authors created nine indices that summarize how developed financial institutions and financial markets are in terms of their depth, access, and efficiency, aggregated into an overall index of financial development.
Abstract: There is a vast body of literature estimating the impact of financial development on economic growth, inequality, and economic stability. A typical empirical study approximates financial development with either one of two measures of financial depth – the ratio of private credit to GDP or stock market capitalization to GDP. However, these indicators do not take into account the complex multidimensional nature of financial development. The contribution of this paper is to create nine indices that summarize how developed financial institutions and financial markets are in terms of their depth, access, and efficiency. These indices are then aggregated into an overall index of financial development. With the coverage of 183 countries on annual frequency between 1980 and 2013, the database should offer a useful analytical tool for researchers and policy makers.
434 citations
TL;DR: However, negative interest rates have so far supported easier financial conditions and contributed to a modest expansion in credit, demonstrating that the zero lower bound is less binding than previously thought as discussed by the authors.
Abstract: More than two years ago the European Central Bank (ECB) adopted a negative interest rate policy (NIRP) to achieve its price stability objective. Negative interest rates have so far supported easier financial conditions and contributed to a modest expansion in credit, demonstrating that the zero lower bound is less binding than previously thought. However, interest rate cuts also weigh on bank profitability. Substantial rate cuts may at some point outweigh the benefits from higher asset values and stronger aggregate demand. Further monetary accommodation may need to rely more on credit easing and an expansion of the ECB’s balance sheet rather than substantial additional reductions in the policy rate.
107 citations
TL;DR: In this article, the link between financial development and income distribution was examined using a sample of 143 countries from 1961 to 2011, and the authors found that four of the five dimensions of financial development can significantly reduce income inequality and poverty, except financial liberalization, which tends to exacerbate them.
Abstract: This paper provides evidence on the link between financial development and income distribution. Several dimensions of financial development are considered: financial access, efficiency, stability, and liberalization. Each aspect is represented by two indicators: one related to financial institutions, and the other to financial markets. Using a sample of 143 countries from 1961 to 2011, the paper finds that four of the five dimensions of financial development can significantly reduce income inequality and poverty, except financial liberalization, which tends to exacerbate them. Also, banking sector development tends to provide a more significant impact on changing income distribution than stock market development. Together, these findings are consistent with the view that macroeconomic stability and reforms that strengthen creditor rights, contract enforcement, and financial institution regulation are needed to ensure that financial development and liberalization fully support the reduction of poverty and income equality.
95 citations
TL;DR: In this paper, the effect of the aging of the workforce on labor productivity was studied and a variety of policies could ameliorate the effects of aging on TFP growth.
Abstract: The age-distribution of Europe’s workforce has shifted towards older workers over the past few decades, a process expected to accelerate in the years ahead.. This paper studies the effect of the aging of the workforce on labor productivity, identifies the main transmission channels, and examines what policies might mitigate the effects of aging. We find that workforce aging reduces growth in labor productivity, mainly through its negative effect on TFP growth. Projected workforce aging could reduce TFP growth by an average of 0.2 percentage points every year over the next two decades. A variety of policies could ameliorate this effect.
78 citations
TL;DR: In this paper, exchange rate pass-through to consumer prices in emerging markets focusing on non-linearities and asymmetries was investigated using local projection techniques to obtain state dependent impulse responses in a panel of 28 emerging markets.
Abstract: This paper estimates exchange rate pass-through to consumer prices in emerging markets focusing on non-linearities and asymmetries. We document non-linearities and asymmetries in the transmission of exchange rate fluctuations to prices using local projection techniques to obtain state dependent impulse responses in a panel of 28 emerging markets. We find significant evidence of non-linearities during episodes of depreciation greater than 10 and 20 percent. More specifically, we find that, after one month, the exchange rate pass-through coefficient is equal to 18 and 25 percent respectively, compared to a coefficient of 6 percent in the linear case. We also investigate the role of temporary vs. permanent shocks and the adoption of an inflation targeting regime in the transmission from exchange rate movements to prices. We perform a set of robustness checks, addressing the presence of outliers and potential endogeneity concerns.
73 citations
TL;DR: In this paper, the authors used a measure of unanticipated changes in policy rates for a panel of 32 advanced and emerging market countries over the period 1990-2013, and found that contractionary (expansionary) monetary actions increase (reduce) income inequality.
Abstract: This paper provides new evidence of the effect of monetary policy shocks on income inequality. Using a measure of unanticipated changes in policy rates for a panel of 32 advanced and emerging market countries over the period 1990-2013, the paper finds that contractionary (expansionary) monetary actions increase (reduce) income inequality. The effect, however, varies over time, depending on the type of the shocks (tightening versus expansionary monetary policy) and the state of the business cycle, and across countries depending on the share of labor income and redistribution policies. In particular, we find that the effect is larger for positive monetary policy shocks, especially during expansions. Looking across countries, we find that the effect is larger in countries with higher labor share of income and smaller redistribution policies. Finally, while an unexpected increase in policy rates increases inequality, changes in policy rates driven by an increase in growth are associated with lower inequality.
58 citations
TL;DR: The authors found evidence of substitution effects towards nonbank credit, especially in advanced economies, reducing the macro-prudential policies' effect on total credit, indicating a need to extend macro-policy beyond banking.
Abstract: Macroprudential policy is increasingly being implemented worldwide. Its effectiveness in influencing bank credit and its substitution effects beyond banking have been a key subject of discussion. Our empirical analysis confirms the expected effects of macroprudential policies on bank credit, both for advanced economies and emerging market economies. Yet we also find evidence of substitution effects towards nonbank credit, especially in advanced economies, reducing the policies’ effect on total credit. Quantity restrictions are particularly potent in constraining bank credit but also cause the strongest substitution effects. Policy implications indicate a need to extend macroprudential policy beyond banking, especially in advanced economies.
57 citations
TL;DR: This paper examined the link between gender diversity in senior corporate positions and financial performance of 2 million companies in Europe and found a positive association between corporate return on assets and the share of women in senior positions and established two potential channels through which gender diversity may affect firm performance.
Abstract: This paper examines the link between gender diversity in senior corporate positions and financial performance of 2 million companies in Europe. We document a positive association between corporate return on assets and the share of women in senior positions and establish two potential channels through which gender diversity may affect firm performance. The positive correlation is more pronounced in, first, sectors where women form a larger share of the labor force (such as the services sector) and, second, where complementarities in skills and critical thinking are in high demand (such as high-tech and knowledge-intensive sectors).
55 citations
TL;DR: In this article, the authors study the transmission of financial sector shocks across borders through international bank connections and find that direct exposures to crisis countries squeeze banks' profit margins, thereby reducing their returns.
Abstract: We study the transmission of financial sector shocks across borders through international bank connections. For this purpose, we use data on long-term interbank loans among more than 6,000 banks during 1997-2012 to construct a yearly global network of interbank exposures. We estimate the effect of direct (first-degree) and indirect (second-degree) exposures to countries experiencing systemic banking crises on bank profitability and loan supply. We find that direct exposures to crisis countries squeeze banks' profit margins, thereby reducing their returns. Indirect exposures to crisis countries enhance this effect, while indirect exposures to non-crisis countries mitigate it. Furthermore, crisis exposures have real effects in that they reduce banks' supply of domestic and cross-border loans. Our results, based on a large global sample, support the notion that interconnected financial systems facilitate shock transmission.
50 citations
TL;DR: Using dynamic panel regressions and new time series data, the authors found that both income and gender inequalities, including from legal gender-based restrictions, are jointly negatively associated with per capita GDP growth.
Abstract: A growing body of empirical evidence suggests that inequality—income or gender related—can impede economic growth. Using dynamic panel regressions and new time series data, this paper finds that both income and gender inequalities, including from legal gender-based restrictions, are jointly negatively associated with per capita GDP growth. Examining the relationship for countries at different stages of development, we find that this effect prevails mainly in lower income countries. In particular, per capita income growth in sub-Saharan Africa could be higher by as much as 0.9 percentage points on average if inequality was reduced to the levels observed in the fastgrowing emerging Asian countries. High levels of income inequality in sub-Saharan Africa appear partly driven by structural features. However, the paper’s findings show that policies that influence the opportunities of low-income households and women to participate in economic activities also matter and, therefore, if well-designed and targeted, could play a role in alleviating inequalities.
46 citations
TL;DR: The authors examined trends in indicators of gender equality and women's development, using evidence derived from individual indicators and gender equality indices and concluded that countries can make meaningful improvements in gender equality, even while significant income differences between countries remain.
Abstract: This paper examines trends in indicators of gender equality and women’s development, using evidence derived from individual indicators and gender equality indices. We extend both the United Nations Development Program’s Gender Development Index and Gender Inequality Index to examine time trends. In recent decades, the world has moved closer to gender equality and narrowed gaps in education, health, and economic and political opportunity; however, substantial differences remain, especially in South Asia, the Middle East, and sub-Saharan Africa. The results suggest countries can make meaningful improvements in gender equality, even while significant income differences between countries remain.
TL;DR: This paper explored the role of policy uncertainty in reducing the responsiveness of exports to relative price changes and found that increased policy uncertainty has short and long-run level effects on export performance, and a measure of competitiveness that adjusts for uncertainty and supply-side constraints greatly outperforms the real effective exchange rate (REER) in tracking exports performance.
Abstract: In recent years, the link between the real effective exchange rate (REER) and exports in South Africa has weakened. While exports still rise in response to REER depreciations, the REER-export elasticity is below historical estimates. The literature has put forward a number of possible explanations, from multi-national supply-chains to muted exchange rate pass-through. This research explores the role of policy uncertainty in reducing the responsiveness of exports to relative price changes. We construct a novel “news chatter” measure of policy uncertainty and examine how it, paired with other supply-side constraints, can improve our understanding of export performance. We find that increased policy uncertainty diminishes the responsiveness of exports to the REER and has short and long-run level effects on export performance. Finally, we show that a measure of competitiveness that adjusts for uncertainty and supply-side constraints greatly outperforms the REER in tracking exports performance.
TL;DR: The authors decompose exchange rate pass-through to consumer prices into a component that reflects the adjustment of imported goods at the border, and another that captures the response of all other prices.
Abstract: A long-standing conjecture in macroeconomics is that recent declines in exchange rate pass-through are in part due to improved monetary policy performance. In a large sample of emerging and advanced economies, we find evidence of a strong link between exchange rate pass-through to consumer prices and the monetary policy regime’s performance in delivering price stability. Using input-output tables, we decompose exchange rate pass-through to consumer prices into a component that reflects the adjustment of imported goods at the border, and another that captures the response of all other prices. We find that price stability and central bank credibility have reduced the second component.
TL;DR: In this article, the authors define a framework for assessing rebalancing, reviews progress, and discusses medium-term prospects, with substantial progress on supply side, moderate progress on demand side, and limited progress on the credit side.
Abstract: China is transitioning to a greener, more inclusive, more consumer and service based, and less credit-driven economy. This paper defines a framework for assessing rebalancing, reviews progress, and discusses medium-term prospects. External rebalancing has advanced well, while progress on internal rebalancing has been mixed, with substantial progress on the supply side, moderate progress on the demand side, and limited progress on the credit side. Rebalancing on income equality and environment has also been mixed, with the energy intensity of growth falling and labor’s share of income rising, but income inequality and local air pollution remaining very high. Going forward, the high national saving is expected to fall owing to demographic change and a stronger social safety net, while the investment ratio is expected to fall similarly, with increasing competition and profit normalization as growth slows. The service sector will continue to gain importance, helping reduce the carbon intensity of output and increase labor’s share of national income and household consumption. Reducing the credit intensity of growth is likely to progress slowly unless decisive corporate restructuring and SOE reforms are implemented.
TL;DR: The authors examined the experience of Peru since the early 1990s and found that low global interest rates, low global risk-aversion, and high commodity prices have fostered de-dollarization.
Abstract: We re-appraise the cross-country evidence on the dollarization of financial systems in emerging market economies. Amidst striking heterogeneity of patterns across regions, we identify a broad global trend towards financial sector de-dollarization from the early 2000s to the eve of the global financial crisis of 2008–09. Since then, de-dollarization has broadly stalled or even reversed in many economies. Yet a few of them have continued to de-dollarize. This suggests that domestic factors are also important and interact with global factors. To gain insight into such an interaction, we examine the experience of Peru since the early 1990s and find that low global interest rates, low global risk-aversion, and high commodity prices have fostered de-dollarization. Domestic macro-prudential measures that raise the relative cost of domestic dollar loans and the introduction and adherence to inflation targeting have also been key.
TL;DR: In this article, the authors studied the potential spillovers to the ASEAN-5 economies through trade, commodity prices, and financial markets, and found that countries with closer trade linkages with China and net commodity exporters would suffer the largest impact, with growth falling between 0.2 and 0.5 percentage points in response to a decline in China's growth by 1 percentage point depending on the model used and the nature of the shock.
Abstract: After many years of rapid expansion, China’s growth is slowing to more sustainable levels and is rebalancing, with consumption becoming the main growth driver. This transition is likely to have negative effects on its trading partners in the near term. This paper studies the potential spillovers to the ASEAN-5 economies through trade, commodity prices, and financial markets. It finds that countries with closer trade linkages with China (Malaysia, Singapore, and Thailand) and net commodity exporters (Indonesia and Malaysia) would suffer the largest impact, with growth falling between 0.2 and 0.5 percentage points in response to a decline in China’s growth by 1 percentage point depending on the model used and the nature of the shock. The impact could be larger if China’s slowdown and rebalancing coincides with bouts of global financial volatility. There are also opportunities from China’s rebalancing, both in merchandise and services trade, and there is preliminary evidence that some ASEAN-5 economies are already benefiting from these trends.
TL;DR: In this paper, the authors studied the economic costs of hurricanes in the Caribbean by constructing a novel dataset that combines a detailed record of tropical cyclones' characteristics with reported damages, finding that the elasticity of damages to GDP ratio with respect to maximum wind speeds is three in the case of landfalls.
Abstract: This paper studies the economic costs of hurricanes in the Caribbean by constructing a novel dataset that combines a detailed record of tropical cyclones’ characteristics with reported damages. I estimate the relation between hurricane wind speeds and damages in the Caribbean; finding that the elasticity of damages to GDP ratio with respect to maximum wind speeds is three in the case of landfalls. The data show that hurricane damages are considerably underreported, particularly in the 1950s and 1960s, with average damages potentially being three times as large as the reported average of 1.6 percent of GDP per year. I document and show that hurricanes that do not make landfall also have considerable negative impacts on the Caribbean economies. Finally, I estimate that the average annual hurricane damages in the Caribbean will increase between 22 and 77 percent by the year 2100, in a global warming scenario of high CO2 concentrations and high global temperatures.
TL;DR: In this article, the authors examined the effect of monetary policy on bank lending rates in low-income countries such as India and found that positive shocks to the policy rate result in statistically significant effects on the bank lending rate in the direction predicted by theory.
Abstract: There are strong priori reasons to believe that monetary transmission may be weaker and less reliable in low- than in high-income countries. This is as true in India as it is elsewhere. While its floating exchange rate gives the RBI monetary autonomy, the country’s limited degree of integration with world financial markets and RBI’s interventions in the foreign exchange markets limit the strength of the exchange rate channel of monetary transmission. The country lacks large and liquid secondary markets for debt instruments, as well as a well-functioning stock market. This means that monetary policy effects on aggregate demand would tend to operate primarily through the bank lending channel. Yet the formal banking sector is small, and does not intermediate for a large share of the economy. Moreover, there is evidence that not only are the costs of financial intermediation high but also that the banking system may not be very competitive. The presence of all these factors should tend to weaken the process of monetary transmission in India. This paper examines what the empirical evidence has to say about the strength of monetary transmission in India, using the structural vector autoregression (SVAR) methods that have been applied broadly to investigate this issue in many countries, including high-, middle-, and low-income ones. We estimate a monthly VAR with data from April 2001 to December 2014. Applying a variety of methods to identify exogenous movements in the policy rate in the data, we find consistently that positive shocks to the policy rate result in statistically significant effects (at least at confidence levels typically used in such applications) on the bank lending rate in the direction predicted by theory. Specifically, a tightening of monetary policy is associated with an increase in bank lending rates, consistent with evidence for the first stage of transmission in the bank lending channel. While pass-through from the policy rate to bank lending rates is in the right (theoretically expected) direction, the pass-through is incomplete. When the monetary policy variable is ordered first, effects on the real effective exchange rate are also in the theoretically expected direction on impact, but are extremely weak and not statistically significant, even at the 90 % confidence level, for any of the four monetary policy variants that we investigate. Finally, we are unable to uncover evidence for any effect of monetary policy shocks on aggregate demand, as recorded either in the industrial production (IIP) gap or the inflation rate. None of these effects are estimated with strong precision, which may reflect either instability in monetary transmission or the limitations of the empirical methodology. Overall, the empirical tests yield a mixed message on the effectiveness of monetary policy in India, but perhaps one that is more favorable than is typical of many countries at similar income levels.
TL;DR: This article examined the links between global oil price movements and macroeconomic and financial developments in the GCC using a range of multivariate panel approaches, including a panel vector autoregression approach.
Abstract: This paper examines the links between global oil price movements and macroeconomic and financial developments in the GCC. Using a range of multivariate panel approaches, including a panel vector autoregression approach, it finds strong empirical evidence of feedback loops between oil price movements, bank balance sheets, and asset prices. Empirical evidence also suggests that bank capital and provisioning have behaved countercyclically through the cycle.
TL;DR: In this paper, the authors employ a GVAR model estimated for 26 countries/regions over the period 1981Q1 to 2013Q1 and find that a one percent permanent negative GDP shock in China (equivalent to a one-off one percent growth shock) could have significant global macroeconomic repercussions.
Abstract: China's GDP growth slowdown and a surge in global financial market volatility could both adversely affect an already weak global economic recovery. To quantify the global macroeconomic consequences of these shocks, we employ a GVAR model estimated for 26 countries/regions over the period 1981Q1 to 2013Q1. Our results indicate that (i) a one percent permanent negative GDP shock in China (equivalent to a one-off one percent growth shock) could have significant global macroeconomic repercussions, with world growth reducing by 0.23 percentage points in the short-run; and (ii) a surge in global financial market volatility could translate into a fall in world economic growth of around 0.29 percentage points, but it could also have negative short-run impacts on global equity markets, oil prices and long-term interest rates.
TL;DR: In this paper, the authors focus on income inequality in Asia, its drivers and policies to combat it, and find that income inequality has risen in most of Asia, in contrast to many regions.
Abstract: This paper focusses on income inequality in Asia, its drivers and policies to combat it. It finds that income inequality has risen in most of Asia, in contrast to many regions. While in the past, rapid growth in Asia has come with equitable distribution of the gains, more recently fast-growing Asian economies have been unable to replicate the “growth with equity” miracle. There is a growing consensus that high levels of inequality can hamper the pace and sustainability of growth. The paper argues that policies could have a substantial effect on reversing the trend of rising inequality. It is imperative to address inequality of opportunities, in particular to broaden access to education, health, and financial services. Also fiscal policy could combat rising inequality, including by expanding and broadening the coverage of social spending, improving tax progressivity, and boosting compliance. Further efforts to promote financial inclusion, while maintaining financial stability, can help.
TL;DR: This paper examined the relationship between capital inflows and industry growth in a sample of 22 emerging market economies from 1998 to 2010, and found that the inflows-growth nexus is stronger in countries with well-functioning banks.
Abstract: We examine the association between capital inflows and industry growth in a sample of 22 emerging market economies from 1998 to 2010. We expect more external finance dependent industries in countries that host more capital inflows to grow disproportionately faster. This is indeed the case in the pre-crisis period of 1998–2007, and is driven by debt, rather than equity, inflows. We also observe a reduction in output volatility but this association is more pronounced for equity, rather than debt, inflows. These relationships, however, break down during the crisis, hinting at the importance of an undisrupted global financial system for emerging markets to harness the growth benefits of capital inflows. In line with this observation, we also document that the inflows-growth nexus is stronger in countries with well-functioning banks.
TL;DR: The authors found that labor and product market reforms have a lagged but positive impact on employment creation, and the positive effect remains even after controlling for the endogeneity of the decision to reform.
Abstract: Structural reforms are expected to lift growth and employment, but their effects are surprisingly difficult to pin down empirically. One reason is their potential endogeneity to the economic environment in which they are conducted. For example, the impact of a reform implemented shortly before a cyclical upswing is difficult to distinguish from the recovery itself. Similarly, macroeconomic policies conducted along a structural reform could affect the estimated impact. Exploring various options, this paper develops robust estimates of the impact of labor and product market reforms by using local projection techniques while controlling for endogeneity of reforms and other biases. The results suggest that labor and product market reforms have a lagged but positive impact on employment creation, and the positive effect remains even after controlling for the endogeneity of the decision to reform. Supportive macroeconomic policies are found to increase the effect of labor and product market reforms, consistent with the view that some structural reforms are best initiated in conjunction with supportive fiscal or monetary policy.
TL;DR: The authors found that both actual and potential output move together with commodity terms of trade, but that actual output comoves twice as strongly as potential output, and that the weak commodity price outlook is estimated to subtract 1 to 2¼ percentage points from actual output growth annually on average during 2015-17.
Abstract: Commodity prices have declined sharply over the past three years, and output growth has slowed considerably among countries that are net exporters of commodities. A critical question for policy makers in these economies is whether commodity windfalls influence potential output. Our analysis suggests that both actual and potential output move together with commodity terms of trade, but that actual output comoves twice as strongly as potential output. The weak commodity price outlook is estimated to subtract 1 to 2¼ percentage points from actual output growth annually on average during 2015-17. The forecast drag on potential output is about one-third of that for actual output.
TL;DR: In this article, the authors argue that leaning against the wind with a higher monetary policy interest rate may have benefits in terms of lower real debt growth and associated lower probability of a financial crisis, but has costs, including higher unemployment and lower inflation, including a higher cost of a crisis when the economy is weaker.
Abstract: “Leaning against the wind” (LAW) with a higher monetary policy interest rate may have benefits in terms of lower real debt growth and associated lower probability of a financial crisis but has costs in terms of higher unemployment and lower inflation, importantly including a higher cost of a crisis when the economy is weaker. For existing empirical estimates, costs exceed benefits by a substantial margin, even if monetary policy is nonneutral and permanently affects real debt. Somewhat surprisingly, less effective macroprudential policy and generally a credit boom, with resulting higher probability, severity, or duration of a crisis, increases costs of LAW more than benefits, thus further strengthening the strong case against LAW.
TL;DR: The authors surveys European gender budgeting efforts, which have enjoyed sustained support for more than a decade and a half, and shows that civil society has played an active role in advocating for effective gender Budgeting, leading to significant changes in budget legislation and administrative practices.
Abstract: This paper surveys European gender budgeting efforts, which have enjoyed sustained support for more than a decade and a half. In a number of countries, gender budgeting led to significant changes in budget legislation and administrative practices. In some countries, it is also possible to tie gender budgeting efforts to expenditure and revenue policy reforms. At a time of continued fiscal austerity in Europe, gender budgeting can help inform fiscal policies to ensure gender-related goals are met. Civil society has played an active role in advocating for effective gender budgeting.
TL;DR: This article revisited the predictions of the Mundell-Fleming trilemma and found more compelling evidence that flexible exchange rates deliver monetary autonomy than prior work has suggested, and proposed an empirical strategy that partials out those spillovers that are associated with impaired monetary autonomy.
Abstract: Is the Mundell-Fleming trilemma alive and well? International co-movement of asset prices takes place alongside synchronized business cycles, complicating the identification of financial spillovers and assessments of monetary policy autonomy. A benchmark for interest rate comovement is to impose the null hypothesis that central banks respond only to the outlook for domestic inflation and output. We show that common approaches used to estimate interest rate spillovers tend to understate the degree of monetary autonomy enjoyed by small open economies with flexible exchange rates. We propose an empirical strategy that partials out those spillovers that are associated with impaired monetary autonomy. Using this approach, we revisit the predictions of the trilemma and find more compelling evidence that flexible exchange rates deliver monetary autonomy than prior work has suggested.
TL;DR: In this paper, the authors examined the connectedness of Asian equity markets within the region and vis-a-vis other major global markets using time-varying connectedness measures.
Abstract: Understanding how markets are connected and shocks are transmitted is an important issue for policymakers and market participants. In this paper, we examine the connectedness of Asian equity markets within the region and vis-a-vis other major global markets. Using time-varying connectedness measures, we address the following questions: (1) How has connectedness in asset returns and volatilities changed over time? Do markets become more connected during crises periods? (2) Which markets are major sources and major recipients of shocks? Has there been a shift in terms of the net shock givers and shock receivers (directional connectedness over time)? Finally, we investigate the connectedness between China’s equity markets and other countries’ equity markets since August 2015 to highlight the growing importance of emerging market economies, particularly China, as sources of shocks.
TL;DR: This article used synthetic control methods (SCM) to understand the impact of trade agreements in the period 1983-1995 for 104 country pairs and found that trade agreements can generate substantial gains, on average an increase of exports by 80 percentage points over ten years.
Abstract: The Trans-Pacific Partnership (TPP) has reinvigorated research on the ex-ante impact of trade agreements. The results from these ex-ante models are subject to considerable uncertainties, and needs to be complimented by ex-post studies. The paper fills this gap in recent literature by employing synthetic control methods (SCM) – currently extremely popular in micro and macro studies – to understand the impact of trade agreements in the period 1983–1995 for 104 country pairs. The key advantage of using SCM to address selection bias – one of the persisting issues in trade literature – is that it allows the effect of unobserved confounder to vary with time, as opposed to traditional econometric methods that can deal with time-invariant unobserved country characteristics. Using SCM approach, the paper finds that trade agreements can generate substantial gains, on average an increase of exports by 80 percentage points over ten years. The export gains are higher when emerging markets have trade agreements with advanced markets. The paper shows that all the countries in NAFTA have substantially gained due to NAFTA. Finally, there is some evidence that trade agreements can potentially lead to slight import diversion, but not export diversion.
TL;DR: In this article, a hedonic time dummy approach, characteristics approach, and imputation approach is proposed for property price index measurement to control for changes in the quality-mix of properties transacted.
Abstract: Hedonic regressions are used for property price index measurement to control for changes in the quality-mix of properties transacted. The paper consolidates the hedonic time dummy approach, characteristics approach, and imputation approaches. A practical hedonic methodology is proposed that (i) is weighted at a basic level; (ii) has a new (quasi-) superlative form and thus mitigates substitution bias; (iii) is suitable for sparse data in thin markets; and (iv) only requires the periodic estimation of hedonic regressions for reference periods and is not subject to the vagrancies of misspecification and estimation issues.