GDP growth is often measured poorly for countries and rarely measured at all for cities or subnational regions. We propose a readily available proxy: satellite data on lights at night. We develop a statistical framework that uses lights growth to augment existing income growth measures, under the assumption that measurement error in using observed light as an indicator of income is uncorrelated...

this study empirically examines whether managers manipulate reported income through the timing of sales of long-lived assets and investments. several empirical implications of the income-smoothing and debt-equity hypothesis in the context of asset sales were tested. the findings are consistent with the timing of asset sales by managers so that the recognized accounting income from these sales s...

BACKGROUND Specialty, work effort, and gender have been shown to be associated with physicians' annual incomes; however, careful examination of the association between provider gender and annual income after correcting for other factors likely to influence income has not been conducted for anesthesiologists. METHODS Survey responses collected throughout the 1990s from 819 actively practicing ...

Whether or not a household is counted among the poor depends upon its annual money income. As a measure of economic status, however, annual money income has serious limitations. In this paper an alternative indicator of economic status, called earnings capacity, is developed. Earnings capacity is designed to measure the ability of a living unit to generate an income stream if it were to use its...

BACKGROUND To illustrate the burden of high cigarette excise taxes on low-income smokers. METHODOLOGY/PRINCIPAL FINDINGS Using data from the New York and national Adult Tobacco Surveys from 2010-2011, we estimated how smoking prevalence, daily cigarette consumption, and share of annual income spent on cigarettes vary by annual income (less than $30,000; $30,000-$59,999; and more than $60,000)...

BACKGROUND Having children creates career interruptions and reductions in labor income for women. This study documents the relation between the age at first birth (AFB) and women's labor income. We study these dynamics in the short run (i.e. ratio between labor income at AFB and two years prior to AFB) and long run (i.e., positive/negative differences in total lifetime labor income). METHODS ...

OBJECTIVES  To estimate differences in annual income of physicians in the United States by race and sex adjusted for characteristics of physicians and practices. DESIGN  Cross sectional survey study. SETTING  Nationally representative samples of US physicians. PARTICIPANTS  The 2000-13 American Community Survey (ACS) included 43 213 white male, 1698 black male, 15 164 white female, and 12...

This study empirically examines whether managers manipulate reported income through the timing of sales of long-lived assets and investments. Several empirical implications of the income-smoothing and debt-equity hypothesis in the context of asset sales were tested. The findings are consistent with the timing of asset sales by managers so that the recognized accounting income from these sales s...

PURPOSE To estimate the prevalence of annual eye care among visually impaired United States residents aged 40 years or older, by state, race/ethnicity, education, and annual income. DESIGN Cross-sectional study. METHODS In analyses of 2006-2009 Behavioral Risk Factor Surveillance System data from 21 states, we used multivariate regression to estimate the state-level prevalence of yearly eye...

Annual Current-Dollar Measures . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .  National income and product . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .   . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . ...