Alan M. Taylor’s research while affiliated with Centre for Economic Policy Research - CEPR- and other places

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Publications (222)


The Long-Run Effects of Monetary Policy
  • Article

October 2024

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91 Reads

Review of Economics and Statistics

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Sanjay R. Singh

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Alan M. Taylor

We document that the real effects of monetary shocks last for over a decade. Our approach relies on (1) identification of exogenous and non-systematic monetary shocks using the trilemma of international finance; (2) merged data from two new international historical cross-country databases; and (3) econometric methods robust to long-horizon inconsistent estimates. Notably, the capital stock and total factor productivity (TFP) exhibit greater hysteresis than labor. When we allow for asymmetry, we find these effects with tightening shocks, but not with loosening shocks. When extending the horizon of the responses reported in several recent studies that use alternative monetary shocks, we find similarly persistent real effects, thus supporting our main findings.


Local Projections

August 2024

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23 Reads

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1 Citation

A central question in applied research is to estimate the effect of an exogenous intervention or shock on an outcome. The intervention can affect the outcome and controls on impact and over time. Moreover, there can be subsequent feedback between outcomes, controls and the intervention. Many of these interactions can be untangled using local projections. This method’s simplicity makes it a convenient and versatile tool in the empiricist’s kit, one that is generalizable to complex settings. This article reviews the state-of-the art for the practitioner, discusses best practices and possible extensions of local projections methods, along with their limitations.




Disasters Everywhere: The Costs of Business Cycles Reconsidered

November 2023

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44 Reads

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2 Citations

IMF Economic Review

Rare disaster models assume that growth is afflicted by a negative-mean and left-skewed component, which, if eliminated, could produce first-order welfare gains, unlike other models of business cycle costs. This paper introduces a new test to show that many if not most business cycles are asymmetric in this way, and resemble “mini-disasters” in addition to the widely studied rare disaster events with which we are familiar, typically wars. Using long-run historical data, we show empirically that this holds for advanced economies since 1870 in peacetime. We develop a tractable local projection framework to estimate consumption processes in normal and financial crisis recessions. Introducing random coefficient local projections, we get an easy and transparent mapping from estimates to a calibrated simulation model of disasters with variable severity. Our simulations show that substantial welfare costs arise from the smaller but more frequent mini-disasters. On average, even with low risk aversion, households would be willing to pay between 5 and 12% of deterministic consumption to avoid these events based on their average historical frequency and severity.



A Local Projections Approach to Difference-in-Differences Event Studies

April 2023

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53 Reads

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17 Citations

Many of the challenges in the estimation of dynamic heterogeneous treatment effects can be resolved with local projection (LP) estimators of the sort used in applied macroeconometrics. This approach provides a convenient alternative to the more complicated solutions proposed in the recent literature on Difference in-Differences (DiD). The key is to combine LPs with a flexible ‘clean control’ condition to define appropriate sets of treated and control units. Our proposed LP-DiD estimator is clear, simple, easy and fast to compute, and it is transparent and flexible in its handling of treated and control units. Moreover, it is quite general, including in its ability to control for pre-treatment values of the outcome and of other time-varying covariates. The LP-DiD estimator does not suffer from the negative weighting problem, and indeed can be implemented with any weighting scheme the investigator desires. Simulations demonstrate the good performance of the LP-DiD estimator in common settings. Two recent empirical applications illustrate how LP-DiD addresses the bias of conventional fixed effects estimators, leading to potentially different results.


State-Dependent Local Projections: Understanding Impulse Response Heterogeneity

February 2023

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29 Reads

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5 Citations

An impulse response is the dynamic average effect of an intervention across horizons. We use the well-known Kitagawa-Blinder-Oaxaca decomposition to explore a response’s heterogeneity over time and over states of the economy. This can be implemented with a simple extension to the usual local projection specification that nevertheless keeps the model linear in parameters. Using our new decomposition-based approach, we show how to unpack heterogeneity in the fiscal multiplier, an object that at any point in time may depend on a number of potentially correlated factors, including existing economic conditions and the monetary response. In our application, the fiscal multiplier varies considerably with monetary policy: it can be as small as zero, or as large as 2, depending on the degree of monetary offset.


Loose Monetary Policy and Financial Instability

February 2023

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44 Reads

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2 Citations

Do periods of persistently loose monetary policy increase financial fragility and the likelihood of a financial crisis? This is a central question for policymakers, yet the literature does not provide systematic empirical evidence about this link at the aggregate level. In this paper we fill this gap by analyzing long run historical data. We find that when the stance of monetary policy is accommodative over an extended period, the likelihood of financial turmoil down the road increases considerably. We investigate the causal pathways that lead to this result and argue that credit creation and asset price overheating are important intermediating channels.


Tariff Reductions, Heterogeneous Firms, and Welfare: Theory and Evidence for 1990–2010

January 2023

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42 Reads

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8 Citations

IMF Economic Review

We construct a new, global tariff dataset and apply it to a multi-sector quantitative trade model with heterogeneous firms, including nearly all countries of the world. The impact of the Uruguay Round tariff reductions over 1990–2010 is analyzed, as well as the further cuts in Preferential tariffs and the impact of moving to complete free trade. We find that the Uruguay Round tariff cuts led to large welfare gains (2%–3% relative to 1990 for the world, higher in Emerging and Developing countries), but that Preferential tariff cuts led to only small further gains (0%–1%). Surprisingly, the hypothetical movement to free trade leads to the greatest gains (5% relative to 1990, almost 10% in Emerging and Developing countries), which implies that there is strong scope for gains from future multilateral tariff reductions, especially for Emerging and Developing economies. These gains are large relative to prior estimates in the literature and we attribute about nearly one-half of our measured gains to selection effects in our heterogeneous-firm model, which are influenced by the scale of production and by two-tier Armington aggregation.


Citations (57)


... However, their proposal has not been further developed, while VD continues to be commonly used within the VAR framework. Additionally, Jordà and Taylor (2024) argue that LPs alone cannot uncover causal relations between variables. Since VARs and LPs can produce the same IRFs, there is more body knowledge to estimate VD through VARs, and LPs cannot estimate causality, it was decided to use the VAR as our empirical approach. ...

Reference:

The Effects of Global Supply Chain Pressure on Sentiment, Expectation, and Uncertainty: A VAR Approach
Local Projections
  • Citing Article
  • August 2024

... 7 Therefore, we focus on the comparison between the real interest rate in the model with the real yield on government bonds in the data. This choice is also supported by the findings in Davis et al. (2024). In an empirical no-arbitrage macro-finance model, those authors find that equilibrium real interest rates and trend inflation rates, rather than bond risk premia, account for the bulk of the variation in bond yields. ...

Global natural rates in the long run: Postwar macro trends and the market-implied r ∗ in 10 advanced economies
  • Citing Article
  • May 2024

Journal of International Economics

... While optimal tariff rates vary across sectors and specifications, in our application to the U.S.-China trade war, we find the average optimal tariff rate is somewhat stable across specifications and in the range of 7-16 percent. This range is generally consistent with optimal tariff rates found elsewhere in the literature, for example by Caliendo et al. (2023). ...

A second-best argument for low optimal tariffs on intermediate inputs
  • Citing Article
  • November 2023

Journal of International Economics

... The questions are fundamentally the same, an exploration of policy counterfactuals and their effects. As a result, this link between applied problems in macro and microeconomics opens up many interesting and fertile opportunities for synergistic improvement in both areas (see, e.g., Dube, Girardi, Jordà, and Taylor, 2023, for an application to difference-in-differences estimation). ...

A Local Projections Approach to Difference-in-Differences Event Studies
  • Citing Article
  • April 2023

... There have been ongoing concerns in the public and academic debate about the greenwashing of firms, that is, attempts by firms to convey a false impression about their environmental footprint (Bingler et al., 2022). To address this issue, we estimate difference-in-differences local projections for firm-level CO 2 emissions, using the methodology of Dube et al. (2023). The results show that green pledges are followed by statistically significant reductions in both emission levels and intensities. ...

A Local Projections Approach to Difference-in-Differences Event Studies
  • Citing Article
  • January 2023

SSRN Electronic Journal

... 38 Unlike previous analysis of the determinants of UAP sightings, in which we control for population on the right-hand side of the specification, here we use UAP sightings as a measure of attention and thus apply a per capita measure. 39 Following the methodology proposed in Cloyne et al. (2023), the local projection also controls for the direct and decomposition effects of the interacting variables. The time effects absorb the direct effect of the monetary shock ε m t , and we also include UAP it alone to control for a separated attention effect. ...

State-Dependent Local Projections: Understanding Impulse Response Heterogeneity
  • Citing Article
  • January 2023

SSRN Electronic Journal

... In fact, a great degree of heterogeneity can be achieved with specifications that remain linear in parameters and hence easy to estimate with standard methods. In this section we rely on recent work by Cloyne, Jordà, and Taylor (2023) to explain some of these extensions and their interpretation. We refer the reader to that paper for the in-depth exposition of what follows. ...

State-Dependent Local Projections: Understanding Impulse Response Heterogeneity
  • Citing Article
  • February 2023

... Some industries, like textiles, cement, and steel, continue to depend on non-renewable energy, thereby compounding environmental decay. We must assume these default features, as the standard of last resort could potentially become tomorrow's hyperactive trap paradoxically suggest that a country's GLYCYL serine stocks, as a percentage of GDP, increase the likelihood of large-scale reversals of expected and desired intertemporal exchange (Grimm et al. 2023 ...

Loose Monetary Policy and Financial Instability
  • Citing Article
  • January 2023

SSRN Electronic Journal

... e feasibility study report needs to conduct special analysis and evaluation on issues related to the safety and quality of transactions and put forward countermeasures. Using the basic attribute mathematical model, the risk of financial derivatives is identified [9]. e characteristics of risk sharing are as follows: ...

The Total Risk Premium Puzzle?
  • Citing Article
  • March 2019

... Alternatives to high-frequency identification include residuals of Taylor rule regressions (e.g.,Romer and Romer, 2004;Cloyne, Hürtgen, and Taylor, 2022;Hack, Istrefi, and Meier, 2024) or studying systematic monetary policy directly(Hack, Istrefi, and Meier, 2023). ...

Global Monetary and Financial Spillovers: Evidence from a New Measure of Bundesbank Policy Shocks
  • Citing Article
  • Full-text available
  • January 2022

SSRN Electronic Journal