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The Economics of Artificial Intelligence
A timely investigation of the potential economic effects, both realized and unrealized, of artificial intelligence within the United States healthcare system. In sweeping conversations about the impact of artificial intelligence on many sectors of the economy, healthcare has received relatively little attention. Yet it seems unlikely that an industry that represents nearly one-fifth of the economy could escape the efficiency and cost-driven disruptions of AI. The Economics of Artificial Intelligence: Health Care Challenges brings together contributions from health economists, physicians, philosophers, and scholars in law, public health, and machine learning to identify the primary barriers to entry of AI in the healthcare sector. Across original papers and in wide-ranging responses, the contributors analyze barriers of four types: incentives, management, data availability, and regulation. They also suggest that AI has the potential to improve outcomes and lower costs. Understanding both the benefits of and barriers to AI adoption is essential for designing policies that will affect the evolution of the healthcare system.
NBER Macroeconomics Annual 2021
The NBER Macroeconomics Annual 2021 presents research-central issues in contemporary macroeconomics. Robert Hall and Marianna Kudlyak examine unemployment dynamics during economic recoveries. They present new empirical findings and explore models in which the labor market gradually draws down the stock of unemployed workers in the aftermath of a downturn. Titan Alon, Sena Coskun, Matthias Doepke, David Koll, and Michèle Tertilt analyze the relative decline in employment of women during the COVID-19 pandemic and the associated global recession. They show that increased childcare needs, which fell more heavily on women, and differences in occupations both contributed. In the case of the US, h...
Long-Term Macroeconomic Effects of Climate Change: A Cross-Country Analysis
We study the long-term impact of climate change on economic activity across countries, using a stochastic growth model where labor productivity is affected by country-specific climate variables—defined as deviations of temperature and precipitation from their historical norms. Using a panel data set of 174 countries over the years 1960 to 2014, we find that per-capita real output growth is adversely affected by persistent changes in the temperature above or below its historical norm, but we do not obtain any statistically significant effects for changes in precipitation. Our counterfactual analysis suggests that a persistent increase in average global temperature by 0.04°C per year, in th...
NBER Macroeconomics Annual 2004
Papers by leading researchers consider such questions as the effect of government debt on interest rates; technology shocks, demand shocks, and output volatility; and procyclical macroeconomic policies in developing countries.
NBER Macroeconomics Annual 2013
The twenty-eighth edition of the NBER Macroeconomics Annual continues its tradition of featuring theoretical and empirical research on central issues in contemporary macroeconomics. As in previous years, this volume not only addresses recent developments in macroeconomics, but also takes up important policy-relevant questions and opens new debates that will continue for years to come. The first two papers in this year’s issue tackle fiscal and monetary policy, asking how interest rates and inflation can remain low despite fiscal policy behavior that appears inconsistent with a monetary policy regime focused only on inflation and output and not on fiscal balances as recently observed in the...
NBER Macroeconomics Annual 2018
This volume contains six studies on current topics in macroeconomics. The first shows that while assuming rational expectations is unrealistic, a finite-horizon forward planning model can yield results similar to those of a rational expectations equilibrium. The second explores the aggregate risk of the U.S. financial sector, and in particular whether it is safer now than before the 2008 financial crisis. The third analyzes “factorless income,” output that is not measured as capital or labor income. Next, a study argues that the financial crisis increased the perceived risk of a very bad economic and financial outcome, and explores the propagation of large, rare shocks. The next paper documents the substantial recent changes in the manufacturing sector and the decline in employment among prime-aged Americans since 2000. The last paper analyzes the dynamic macroeconomic effects of border adjustment taxes.
NBER Macroeconomics Annual 2017
Volume 32 of the NBER Macroeconomics Annual features six theoretical and empirical studies of important issues in contemporary macroeconomics, and a keynote address by former IMF chief economist Olivier Blanchard. In one study, SeHyoun Ahn, Greg Kaplan, Benjamin Moll, Thomas Winberry, and Christian Wolf examine the dynamics of consumption expenditures in non-representative-agent macroeconomic models. In another, John Cochrane asks which macro models most naturally explain the post-financial-crisis macroeconomic environment, which is characterized by the co-existence of low and nonvolatile inflation rates, near-zero short-term interest rates, and an explosion in monetary aggregates. Manuel Ad...
NBER Macroeconomics Annual 2009
The NBER Macroeconomics Annual provides a forum for important debates in contemporary macroeconomics and major developments in the theory of macroeconomic analysis and policy that include leading economists from a variety of fields. The papers and accompanying discussions in NBER Macroeconomics Annual 2009 address how heterogeneous beliefs interact with equilibrium leverage and potentially lead to leverage cycles, the validity of alternative hypotheses about the reason for the recent increase in foreclosures on residential mortgages, the credit rating crisis, quantitative implications for the evolution of the U.S. wage distribution, and noisy business cycles.
NBER Macroeconomics Annual 2016
The thirty-first edition of the NBER Macroeconomics Annual features theoretical and empirical research on central issues in contemporary macroeconomics. The first two papers are rigorous and data-driven analyses of the European financial crisis. The third paper introduces a new set of facts about economic growth and financial ratios as well as a new macrofinancial database for the study of historical financial booms and busts. The fourth paper studies the historical effects of Federal Reserve efforts to provide guidance about the future path of the funds rate. The fifth paper explores the distinctions between models of price setting and associated nominal frictions using data on price setting behavior. The sixth paper considers the possibility that the economy displays nonlinear dynamics that lead to cycles rather than long-term convergence to a steady state. The volume also includes a short paper on the decline in the rate of global economic growth.
NBER Macroeconomics Annual 2012
The twenty-seventh edition of the NBER Macroeconomics Annual continues a tradition of featuring theoretical and empirical contributions that shed light on central issues in contemporary macroeconomics, pushing the frontiers of macroeconomic research on topics related to both the business cycle and economic growth and addressing important policy-relevant questions. This year's volume features two papers that illuminate two causes of the recent financial crisis: how firms accessed credit during the financial crisis and how the risk in mortgage lending was measured in the UK in the decades before the crisis. Other papers in this volume include a study of individual prices over time that draws out the implications of observed price adjustment for macroeconomic models of price stickiness, a focus on the implications of microeconomic estimates of labor supply for the determination of employment rates, a study of the empirical validity of the Keynesian explanation for employment declines during recessions, and an innovative paper that measures the efficacy of fiscal stimulus by looking at the economic impact of changes in federal highway spending across US states.
