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Working Paper
Is GDP Becoming Obsolete? The 'Beyond GDP' Debate
Nakamura, Leonard I.; Charles, Hulton (2022-11-08)
GDP is a closely watched indicator of the current health of the economy and an important tool of economic policy. It has been called one of the great inventions of the 20th century. It is not, however, a persuasive indicator of individual well-being or economic progress. There have been calls to refocus or replace GDP with a metric that better reflects the welfare dimension. In response, the U.S. agency responsible for the GDP accounts recently launched the GDP and Beyond program. This is by no means an easy undertaking, given the subjective and idiosyncratic nature of much of individual ...
Working Papers , Paper 21-37

Working Paper
Measuring the “Free” Digital Economy Within the GDP and Productivity Accounts
Soloveichik, Rachel; Nakamura, Leonard I.; Samuels, Jon (2017-10-23)
We develop an experimental methodology that values ?free? digital content through the lens of a production account and is consistent with the framework of the national accounts. We build upon the work in Nakamura, et al. (2016) by combining marketing- and advertising-supported content and find that the impact of ?free? digital content on U.S. gross domestic product (GDP) has accelerated in recent years, particularly since 2005. However, the explosion in ?free? digital content is partially offset by a decrease in ?free? print content like newspapers. Including these, real GDP growth would grow ...
Working Papers , Paper 17-37

Working Paper
Demand for U.S Banknotes at Home and Abroad: A Post-Covid Update
Judson, Ruth A. (2024-03-25)
In principle, physical currency should be disappearing: payments are increasingly electronic, with new technologies emerging rapidly, and governments increasingly restrict large-denomination notes as a way to reduce crime and tax evasion. Nonetheless, demand for U.S. banknotes continues to grow, and consistently increases at times of crisis both within and outside the United States because dollar banknotes remain a desirable store of value and medium of exchange when local currency or bank deposits are inferior. Most recently, the COVID crisis resulted in historic increases in currency ...
International Finance Discussion Papers , Paper 1387

Working Paper
FRED-QD: A Quarterly Database for Macroeconomic Research
McCracken, Michael W.; Ng, Serena (2020-03-11)
In this paper we present and describe a large quarterly frequency, macroeconomic database. The data provided are closely modeled to that used in Stock and Watson (2012a). As in our previous work on FRED-MD, our goal is simply to provide a publicly available source of macroeconomic “big data” that is updated in real time using the FRED database. We show that factors extracted from this data set exhibit similar behavior to those extracted from the original Stock and Watson data set. The dominant factors are shown to be insensitive to outliers, but outliers do affect the relative influence ...
Working Papers , Paper 2020-005

Working Paper
“Free” Internet Content: Web 1.0, Web 2.0, and the Sources of Economic Growth
Soloveichik, Rachel; Nakamura, Leonard I.; Samuels, Jon (2018-05-24)
The Internet has evolved from Web 1.0, with static web pages and limited interactivity, to Web 2.0, with dynamic content that relies on user engagement. This change increased production costs significantly, but the price charged for Internet content has generally remained the same: zero. Because no transaction records the ?purchase? of this content, its value is not reflected in measured growth and productivity. To capture the contribution of the ?free? Internet, we model the provision of ?free? content as a barter transaction between the content users and the content creators, and we value ...
Working Papers , Paper 18-17

Working Paper
Is Economics Research Replicable? Sixty Published Papers from Thirteen Journals Say \"Usually Not\"
Li, Phillip; Chang, Andrew C. (2015-09-04)
Finance and Economics Discussion Series , Paper 2015-83

Working Paper
Climate Shocks in the Anthropocene Era: Should Net Domestic Product Be Affected by Climate Disasters
Nakamura, Leonard I.; Sliker, Brian (2023-10-30)
The monetary costs of weather and climate disasters in the U.S. have grown rapidly from 1980 to 2022, rising more than 5 percent in real terms annually. Much of this real growth in costs is likely due to climate change. Regardless of its cause, these costs imply a faster depreciation of real assets. We argue that the expected depreciation from these events could be included in the consumption of fixed capital, leading to lower levels, and slightly lower growth rates, for net domestic product (NDP). We use Poisson pseudo-maximum-likelihood regressions to estimate this expectation and to ...
Working Papers , Paper 23-24

Working Paper
Worker and Firm Search in the Labor Market: Evidence from Classified Advertisements
Traum, Nora; Woodward, Greg; Petrosky-Nadeau, Nicolas; Bi, Huixin (2025-07-16)
We present new monthly city-level and national measures of worker and firm search from 1900 to 1938, derived from scanned images of U.S. newspapers. To our knowledge, we are the first to systematically use the “situations-wanted” advertisements placed by job seekers. We document fresh insights into early 20th-century labor market dynamics: (1) worker and firm search efforts are procyclical; (2) posting costs affectadvertising behavior and labor search intensity; (3) the Beveridge curve is stable over the last 125 years, with similar shifts following the 1918 flu and Covid-19 pandemic; and ...
Research Working Paper , Paper RWP 25-07

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