Distributional,National,Accounts: Methods,and,Estimates,for,the,United,States
T. Piketty, Emmanuel Saez, G. Zucman
This paper combines tax, survey, and national accounts data to estimate the distribution of national income in the United States since 1913. Our distributional national accounts capture 100% of national income, allowing us to compute growth rates for each quantile of the income distribution consistent with macroeconomic growth. We estimate the distribution of both pre-tax and post-tax income, making it possible to provide a comprehensive view of how government redistribution affects inequality. Average pre-tax national income per adult has increased 60% since 1980, but we find that it has stagnated for the bottom 50% of the distribution at about $16,000 a year. The pre-tax income of the middle class—adults between the median and the 90th percentile—has grown 40% since 1980, faster than what tax and survey data suggest, due in particular to the rise of tax-exempt fringe benefits. Income has boomed at the top: in 1980, top 1% adults earned on average 27 times more than bottom 50% adults, while they earn 81 times more today. The upsurge of top incomes was first a labor income phenomenon but has mostly been a capital income phenomenon since 2000. The government has offset only a small fraction of the increase in inequality. The reduction of the gender gap in earnings has mitigated the increase in inequality among adults. The share of women, however, falls steeply as one moves up the labor income distribution, and is only 11% in the top 0.1% today.
National Security Strategy of the United States of America
Donald J. Trump
1281 sitasi
en
Political Science
Colorectal Cancer Incidence Patterns in the United States, 1974–2013
R. Siegel, S. Fedewa, W. Anderson
et al.
Trends in glyphosate herbicide use in the United States and globally
C. Benbrook
BackgroundAccurate pesticide use data are essential when studying the environmental and public health impacts of pesticide use. Since the mid-1990s, significant changes have occurred in when and how glyphosate herbicides are applied, and there has been a dramatic increase in the total volume applied.MethodsData on glyphosate applications were collected from multiple sources and integrated into a dataset spanning agricultural, non-agricultural, and total glyphosate use from 1974–2014 in the United States, and from 1994–2014 globally.ResultsSince 1974 in the U.S., over 1.6 billion kilograms of glyphosate active ingredient have been applied, or 19 % of estimated global use of glyphosate (8.6 billion kilograms). Globally, glyphosate use has risen almost 15-fold since so-called “Roundup Ready,” genetically engineered glyphosate-tolerant crops were introduced in 1996. Two-thirds of the total volume of glyphosate applied in the U.S. from 1974 to 2014 has been sprayed in just the last 10 years. The corresponding share globally is 72 %. In 2014, farmers sprayed enough glyphosate to apply ~1.0 kg/ha (0.8 pound/acre) on every hectare of U.S.-cultivated cropland and nearly 0.53 kg/ha (0.47 pounds/acre) on all cropland worldwide.ConclusionsGenetically engineered herbicide-tolerant crops now account for about 56 % of global glyphosate use. In the U.S., no pesticide has come remotely close to such intensive and widespread use. This is likely the case globally, but published global pesticide use data are sparse. Glyphosate will likely remain the most widely applied pesticide worldwide for years to come, and interest will grow in quantifying ecological and human health impacts. Accurate, accessible time-series data on glyphosate use will accelerate research progress.
1530 sitasi
en
Environmental Science, Medicine
Declines in Unintended Pregnancy in the United States, 2008-2011.
L. Finer, M. Zolna
Racial and ethnic estimates of Alzheimer's disease and related dementias in the United States (2015–2060) in adults aged ≥65 years
Kevin A Matthews, W. Xu, Anne H. Gaglioti
et al.
Alzheimer's disease and related dementias (ADRD) cause a high burden of morbidity and mortality in the United States. Age, race, and ethnicity are important risk factors for ADRD.
Antibiotic resistance threats in the United States: stepping back from the brink.
S. Solomon, Kristin Oliver
United States food and drug administration
C. Carey
Abstract The US Food and Drug Administration (FDA) regulates medical devices primarily through the law known as the Federal Food, Drug, and Cosmetic Act, as Amended (“the FD&C Act,” or “the Act”). Regulations promulgated by FDA in Title 21 of the Code of Federal Regulations (CFR) spell out the broad provisions contained in the Act.
Estimating the Attributable Cost of Physician Burnout in the United States
Shasha Han, T. Shanafelt, C. Sinsky
et al.
Occupational burnout is a syndrome characterized by 3 key dimensions: emotional exhaustion, feelings of cynicism and detachment from work, and a sense of low personal accomplishment (1, 2). The prevalence of burnout among physicians is high relative to the general working population: In a 2014 study, approximately 54% of physicians reported at least 1 symptom of burnout, almost twice the rate of the general U.S. working population (3, 4). Recent studies have begun to provide a more complete picture of the challenges physician burnout presents to the nation's health care delivery system. Systematic reviews have documented associations between physician burnout and negative clinical outcomes as well as unfavorable productivity-related outcomes (5, 6). For example, studies have found that burned-out physicians have higher rates of self-reported medical errors (79) and their patients have poorer clinical outcomes (10, 11). Physicians with burnout are more likely to report an intention to reduce their work hours or to leave medical practice altogether (1214). They also have higher absenteeism rates (13). Recent research has uncovered the organizational roots of burnout (15, 16), and health care executives have begun to recognize the urgency of this problem. A group of 10 CEOs of leading U.S. health care organizations unanimously concluded that physician burnout is a pressing issue of national importance (17) and called on other leaders to commit to addressing it. Despite the recent public interest in this subject and literature suggesting that burnout has the potential to be a major problem, only a few studies (18, 19) have attempted to quantify its economic magnitude in the form of easily understandable metrics. As a result, policymakers cannot holistically assess the extent of the burnout problem and develop appropriate policy responses, nor are leaders of health care organizations equipped to make informed decisions when determining whether to invest scarce resources into programs to mitigate burnout. In this study, we undertook a cost-consequence analysis to investigate the economic burden associated with physician burnout. We used cost as a metric because it is easily understandable by policymakers and organizational leaders and is typically an important data point they can use to make informed decisions, develop organizational strategy, and effect change. We followed a standard approach used by cost-effectiveness studies (20, 21): We constructed a mathematical model linking measureable inputs to the output of interest, estimated values for the input parameters from several data sources, and ran them through the model to estimate the value of the output. This study's contributions are 2-fold. First, we introduced a model to estimate the cost associated with burnout in a given population of physicians. Second, we used the model to estimate the annual burnout-attributable costs for the United States as well as for a hypothetical 1000-physician organization whose distribution of age and specialty segments matched the national averages. We used published data sources to estimate the model's input parameters, which reflect our best attempt to synthesize the findings of recent research on the effect and prevalence of physician burnout. Nevertheless, ideal data were not always available, and some parameters had to be extrapolated. Methods Estimation Approach Our cost-consequence analysis (Figure 1) simulated a hypothetical population of U.S. physicians stratified into 6 segments comprising 2 age groups (<55 years and 55 years) and 3 specialty groups (primary care physicians, surgical specialties, and other specialties). The definitions of the segments were chosen to be consistent with previous studies and available data (18, 22); segment sizes were set to match the distribution of U.S. physicians from the 2013 American Medical Association Physician Masterfile (22). In this study, we focused on 2 costly organizational outcomes: turnover and reduction in clinical hours. These were chosen over other productivity metrics because they directly affect the net supply of clinical capacity, which in turn is an important consideration for strategic planning at both a national level (from a health policy perspective) and the level of individual organizations (from a managerial perspective). The model's primary output was the cost attributable to burnout, that is, the difference in costs for these outcomes as observed and the corresponding costs if physicians were not burned out. Further details of the model and input estimation methodology are reported in Supplement 1. Supplement 1. Supplemental Appendix Figure 1. Cost-consequence model used to estimate the cost attributable to physician burnout. Input Parameters and Data Sources All costs described in the present study were already inflation adjusted to 2015 dollars by using the medical care component of the Consumer Price Index (23). Although data sources for the inputs were not found through a formal systematic search, we generally prioritized studies that were recent, were published in peer-reviewed journals, directly measured the parameters, and contained segment-specific estimates. Table 1 summarizes the values of selected model parameters. Table 1. Summary of Input Parameters and Estimated 95% CIs Burnout Prevalence Burnout prevalence was estimated from a 2014 national survey of 6880 physicians that assessed level of burnout and short-term career plans. Details of this survey were reported previously (4, 24). Single-specialty studies (2527) and other less rigorous studies (28) have identified similar prevalence estimates. Odds Ratios and Outcome Prevalence The outcome prevalence and odds ratios for intended reduction in professional effort were estimated from the 2014 survey (4, 24). For the outcome of physician turnover, annual turnover statistics were estimated from a 2013 survey conducted by Cejka Search and the American Medical Group Association (29). To the best of our knowledge, only 2 studies have been published that investigated the association between burnout and actual physician turnover: 1 from the Cleveland Clinic (30), and the other from Stanford University (31). Our base analysis used fixed-effects meta-analytic inverse-variance weighting of the odds ratios from these 2 investigations. The estimated I 2 statistic was 44.6%, suggesting moderate heterogeneity between the studies. We note, however, that this statistic is known to be insensitive when only 2 analyses are combined. Conversion Parameters For the outcome of reduced clinical hours, we had to estimate conditional probability parameters that mapped from intended to actual reduction in clinical hours. We extrapolated these parameters by assuming that these conditional probabilities were the same as those mapping from intended to actual physician turnover, estimated them from the Stanford study (31), and adjusted them to 1-year probabilities. Cost Parameters We accounted for 2 cost components associated with physician turnover. The first component was the cost associated with physician replacement; the second was the lost income from unfilled physician positions. Physician replacement cost was broken down further into 3 subcomponents, which were estimated separately: search costs, hiring costs, and physician startup costs (termed friction costs by economists). These were estimated from, respectively, a 2015 report from the Association of Staff Recruiters (ASPR) (32), a 2016 report by a search firm (33), and a 2004 study of physician turnover in a U.S. academic medical center (34). Lost income from unfilled positions was included only in the organizational-level analysis. We excluded this component from the national-level analysis because at that level the lost income from physicians leaving 1 organization is gained by the new organization they join, unless the physician leaves medical practice permanently. In the latter scenario, this estimate would be conservative. We estimated this component as the difference between physicians' collections and compensation by using industry benchmarking data collected by the Medical Group Management Association (35), adjusting this difference for the average duration of vacancy obtained from the ASPR report (32). To estimate the cost of physicians reducing their clinical hours, we adjusted the net cost of turnover by a fraction that represented the average percentage difference in weekly work hours between burned-out and nonburned-out physicians. This fraction was estimated by analyzing primary data from the 2014 physician survey (24). Sensitivity Analysis We conducted 3 groups of sensitivity analyses: a rerun of the model using alternate modeling assumptions, univariate sensitivity analyses, and multivariate probabilistic sensitivity analyses. In the first group, we focused on assessing the effect of using alternative data sources for our estimates for some model parameters and varying implicit model assumptions. In particular, for the odds ratio of burnout and actual turnover, we assessed the effect of using only results from either the Cleveland Clinic or the Stanford study. The second and third groups of analyses aimed to assess the model's robustness to perturbations in the inputs within their ranges of uncertainty (reported in Table 1). In the latter group, we used 100000 random draws with standard distributional assumptions (Table 1). Additional details and results are reported in Supplement 1. Results Using the base-case model, we estimated that approximately $4.6 billion a year related to physician turnover and reduced productivity is attributable to physician burnout in the United States. As Figure 2 shows, estimated turnover costs were generally higher than costs of reduced productivity across all segments. Burnout-attributable costs tended to be greater in the younger segment of physicians (those aged <55 years). Figure 2. Estimated annual cost (in 2015
Frequently requested statistics on immigrants and immigration in the United States
Jie Zong, J. Batalova, Jeffrey T. Hallock
The United States Food and Drug Administration
The Food and Drug Administration ("FDA") recently updated its position on Bisphenol A ("BPA") citing certain studies as the basis for "some concern" about the potential effects of BPA on the brain, behavior, and prostate glands of fetuses, infants and young children. Prior to that announcement, the FDA had not publicly questioned the safety of BPA. Although BPA's permitted uses under FDA regulations have not changed, the FDA's subtle change in position will likely encourage more potential plaintiffs to join the growing litigation against manufacturers of BPA containing products. Manufacturers of any product that has ever contained BPA should be aware of the FDA's evolving position, as well as the status of BPA litigation to ensure they are prepared to defend any claims and to comply with the law.
Estimating the prevalence of limb loss in the United States: 2005 to 2050.
Kathryn Ziegler-Graham, E. Mackenzie, P. Ephraim
et al.
OBJECTIVE To estimate the current prevalence of limb loss in the United States and project the future prevalence to the year 2050. DESIGN Estimates were constructed using age-, sex-, and race-specific incidence rates for amputation combined with age-, sex-, and race-specific assumptions about mortality. Incidence rates were derived from the 1988 to 1999 Nationwide Inpatient Sample of the Healthcare Cost and Utilization Project, corrected for the likelihood of reamputation among those undergoing amputation for vascular disease. Incidence rates were assumed to remain constant over time and applied to historic mortality and population data along with the best available estimates of relative risk, future mortality, and future population projections. To investigate the sensitivity of our projections to increasing or decreasing incidence, we developed alternative sets of estimates of limb loss related to dysvascular conditions based on assumptions of a 10% or 25% increase or decrease in incidence of amputations for these conditions. SETTING Community, nonfederal, short-term hospitals in the United States. PARTICIPANTS Persons who were discharged from a hospital with a procedure code for upper-limb or lower-limb amputation or diagnosis code of traumatic amputation. INTERVENTIONS Not applicable. MAIN OUTCOME MEASURES Prevalence of limb loss by age, sex, race, etiology, and level in 2005 and projections to the year 2050. RESULTS In the year 2005, 1.6 million persons were living with the loss of a limb. Of these subjects, 42% were nonwhite and 38% had an amputation secondary to dysvascular disease with a comorbid diagnosis of diabetes mellitus. It is projected that the number of people living with the loss of a limb will more than double by the year 2050 to 3.6 million. If incidence rates secondary to dysvascular disease can be reduced by 10%, this number would be lowered by 225,000. CONCLUSIONS One in 190 Americans is currently living with the loss of a limb. Unchecked, this number may double by the year 2050.
The obesity epidemic in the United States--gender, age, socioeconomic, racial/ethnic, and geographic characteristics: a systematic review and meta-regression analysis.
Youfa Wang, M. Beydoun
Ending the HIV Epidemic: A Plan for the United States.
A. Fauci, R. Redfield, G. Sigounas
et al.
Actual causes of death in the United States.
P. Blackman
The causes of cancer: quantitative estimates of avoidable risks of cancer in the United States today.
R. Doll, R. Peto
QUANTIFYING THREATS TO IMPERILED SPECIES IN THE UNITED STATES
D. Wilcove, D. Rothstein, Jason Dubow
et al.
Increasing incidence of thyroid cancer in the United States, 1973-2002.
L. Davies, Ms H Gilbert Welch, D. Davies
et al.
Environmental and Economic Costs of Nonindigenous Species in the United States
D. Pimentel, L. Lach, Rodolfo Zúñiga
et al.
Disproportionate impact of the COVID-19 pandemic on immigrant communities in the United States
E. Clark, Karla Fredricks, L. Woc-Colburn
et al.
1 Department of Medicine, Section of Infectious Diseases, Baylor College of Medicine, Houston, Texas, United States of America, 2 Department of Medicine, Section of Health Services Research, Center for Innovations in Quality, Effectiveness, and Safety (IQuESt), Michael E. DeBakey VA Medical Center, Houston, Texas, United States of America, 3 Department of Pediatrics, National School of Tropical Medicine, Baylor College of Medicine, Houston, Texas, United States of America, 4 Section of Global and Immigrant Health, Department of Pediatrics, Texas Children’s Hospital, Baylor College of Medicine, Houston, Texas, United States of America, 5 Center for Vaccine Development, Department of Pediatrics, Texas Children’s Hospital, Baylor College of Medicine, Houston, Texas, United States of America, 6 Departments of Pediatrics and Molecular Virology & Microbiology, National School of Tropical Medicine, Baylor College of Medicine, Houston, Texas, United States of America, 7 Department of Biology, Baylor University, Waco, Texas, United States of America