Search Results
Working Paper
Achievement Gap Estimates and Deviations from Cardinal Comparability
This paper assesses the sensitivity of standard empirical methods for measuring group differences in achievement to violations in the cardinal comparability of achievement test scores. The paper defines a distance measure over possible weighting functions (scalings) of test scores. It then constructs worst-case bounds for the bias in the estimated achievement gap (or achievement gap change) that could result from using the observed rather than the true test scale, given that the true and observed scales are no more than a fixed distance from each other. The worst-case weighting functions have ...
Report
An overview of the Survey of Consumer Expectations
This report presents an overview of the Survey of Consumer Expectations, a new monthly online survey of a rotating panel of household heads. The survey collects timely information on consumers? expectations and decisions on a broad variety of topics, including but not limited to inflation, household finance, the labor market, and the housing market. There are three main goals of the survey: (1) measuring consumer expectations at a high frequency, (2) understanding how these expectations are formed, and (3) investigating the link between expectations and behavior. This report discusses the ...
Journal Article
Lingering Residual Seasonality in GDP Growth
Measuring economic growth is complicated by seasonality, the regular fluctuation in economic activity that depends on the season of the year. The Bureau of Economic Analysis uses statistical techniques to remove seasonality from its estimates of GDP, and, in 2015, it took steps to improve the seasonal adjustment of data back to 2012. I show that residual seasonality in GDP growth remains even after these adjustments, has been a longer-term phenomenon, and is particularly noticeable in the 1990s. The size of this residual seasonality is economically meaningful and has the ability to change the ...
Working Paper
A Simple Framework to Monitor Inflation
This paper proposes a simple framework to help monitor and understand movements in PCE inflation in real time. The approach is to decompose inflation using simple categorical-level regressions or systems of equations. The estimates are then used to group categories into components of PCE inflation. I review some applications of the methodology, and show how it can help explain inflation dynamics over recent episodes. The methodology shows that inflation remained low in the mid-2010s primarily because of factors unrelated to aggregate economic conditions. I also apply the methodology to ...
Discussion Paper
Consumer financial protection regulations: how do they measure up?
The Payment Cards Center's September 2012 policy conference advanced the discussion of targeted design and outcome measurement as central features of public policy in the area of consumer financial protections. Speakers considered regulations addressing the disclosure of credit terms; standards for assessing the unfairness, deceptiveness, and abusiveness of lending acts or practices; the management of revolving credit accounts; and the challenges of analyzing consumer complaints in the context of consumer financial protections. The concluding panel discussed unanswered questions and research ...
Journal Article
An overview of the Survey of Consumer Expectations
The authors present an overview of the New York Fed?s Survey of Consumer Expectations, a monthly online survey of a rotating panel of household heads. The survey collects timely information on respondents? expectations and decisions on a broad variety of topics, including inflation, household finance, the labor market, and the housing market. It has three main goals: (1) measuring consumer expectations at a high frequency, (2) understanding how these expectations are formed, and (3) investigating the link between expectations and behavior. The authors discuss the origins of the survey, the ...
Working Paper
Does the United States have a Productivity Slowdown or a Measurement Problem
After 2004, measured growth in labor productivity and total-factor productivity (TFP) slowed. We find little evidence that the slowdown arises from growing mismeasurement of the gains from innovation in IT-related goods and services. First, mismeasurement of IT hardware is significant prior to the slowdown. Because the domestic production of these products has fallen, the quantitative effect on productivity was larger in the 1995-2004 period than since, despite mismeasurement worsening for some types of IT--so our adjustments make the slowdown in labor productivity worse. The effect on TFP is ...
Report
Consumer Credit Reporting Data
Since the 2000s, economists across fields have increasingly used consumer credit reporting data for research. We introduce readers to the economics of and the institutional details of these data. Using examples from the literature, we provide practical guidance on how to use these data to construct economic measures of borrowing, consumption, credit access, financial distress, and geographic mobility. We explain what credit scores measure, and why. We highlight how researchers can access credit reporting data via existing datasets or by creating new datasets, including by linking credit ...
Working Paper
Valuing “free” media across countries in GDP
?Free? consumer entertainment and information from the Internet, largely supported by advertising revenues, has had a major impact on consumer behavior. Some economists believe that measured gross domestic product (GDP) growth since 2000 is too low because it excludes online entertainment (Brynjolfsson and Oh 2012; Ito 2013). Similar large effects on consumers occurred with the arrival of free radio and television entertainment. We provide an experimental methodology that uses previously established GDP measurement procedures to value advertising-supported entertainment around the world. The ...
Journal Article
Behavior of a New Median PCE Measure: A Tale of Tails
We introduce two new measures of trend inflation, a median PCE inflation rate and a median PCE excluding OER inflation rate, and investigate their performance. Our analysis indicates that both perform comparably to other simple trend inflation estimators such as the trimmed-mean PCE. Furthermore, we find that the performance of the median PCE is related to skewness in the distribution of cross-sectional growth rates across categories in the PCE, and our results suggest that the Bowley skewness statistic may be useful in forecasting.