Virginia W Chang

Virginia Chang
Virginia W Chang
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Associate Professor of Social and Behavioral Sciences

Professional overview

Virginia W. Chang, MD, PhD is Associate Professor of Global Public Health at NYU School of Global Public Health, Associate Professor of Population Health at NYU School of Medicine, and Affiliated Associate Professor in the Department of Sociology at NYU. Dr. Chang is a graduate of the Inteflex Program at the University of Michigan, where she received her BS and MD degrees.  She then completed a residency in internal medicine, fellowship training with the Robert Wood Johnson Foundation Clinical Scholars Program, and a PhD in sociology, all at the University of Chicago. Prior to joining NYU, Dr. Chang was in the Division of General Internal Medicine at the Perelman School of Medicine at the University of Pennsylvania and a staff physician at the Philadelphia Veterans Administration Medical Center.

As a physician and sociologist, Dr. Chang integrates perspectives from medicine, epidemiology, sociology, and demography in her research. Much of her work has focused on obesity and health disparities, engaging topics such as the influence of socially structured context (e.g., racial segregation, income inequality, neighborhood social/physical disorder) on obesity; the relationship of obesity to mortality and disability; the influence of weight status on the quality of medical care; socioeconomic disparities in health and mortality; and the inter-relationships between health, medical technologies, and stratification.

Her research program has been funded by the NICHD, NHLBI, and NIA of the National Institutes of Health, the Veterans Health Administration, the Robert Wood Johnson Foundation, the Measy Foundation, the American Diabetes Association, and the Russell Sage Foundation.  She is the recipient of numerous awards, including the Society of General Internal Medicine Award for Outstanding Junior Investigator of the Year and the Marjorie A. Bowman Award from the University of Pennsylvania School of Medicine for achievement in the health evaluation sciences. Dr. Chang is also a Diplomate of the American Board of Internal Medicine.

Dr. Chang’s publications span a variety of disciplines, including journals such as JAMA, Annals of Internal Medicine, JAMA Internal Medicine, Health Affairs, American Journal of Public Health, American Journal of Epidemiology, Journal of Health & Social Behavior, Social Science & Medicine, Demography, and Social Forces.  She was recently an Associate Editor of the Journal of Health & Social Behavior.

Education

BS, Biomedical Sciences and Philosophy, University of Michigan, Ann Arbor, MI
MD, Medicine, University of Michigan Medical School, University of Michigan, Ann Arbor, MI
MA, Sociology, University of Chicago, Chicago, IL
PhD, Sociology, University of Chicago, Chicago, IL
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Fellow, Robert Wood Johnson Clinical Scholars Program, University of Chicago, Chicago, IL
Resident, Department of Medicine, University of Chicago, Chicago, IL
Intern, Department of Medicine, University of Chicago, Chicago, IL
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Diplomate, American Board of Internal Medicine
Licensed Medical Physician, Commonwealth of Pennsylvania

Honors and awards

Majorie A. Bowman Research Award, University of Pennsylvania School of Medicine (2010)
Outstanding Junior Investigator of the Year, Society of General Internal Medicine (2008)
Robert Austrian Faculty Award for Health Evaluation Reserach, Department of Medicine, University of Pennsylvania School of Medicine (2008)
Physician Faculty Scholars Award, Robert Wood Johnson Foundation (2007)
Finalist, Hamolsky Junior Facutly Award, Society of General Internal Medicine (2004)
Finalist, Richard Saller Prize for Best Dissertation in the Division of the Social Sciences, University of Chicago (2003)
Graduate University Fellowship, University of Chicago (2001)
Eli G. Rochelson Memorial Award for Excellence in Pulmonary and Critical Care Medicine, University of Michigan Medical School (1994)
Biomedical Research Program Scholarship, University of Michigan Medical School (1991)
James B. Angell Scholar, University of Michigan (1988)
William J. Branstrom Freshman Prize, University of Michigan (1986)

Areas of research and study

Global Health
Health Disparities
Internal Medicine
Obesity
Population Health
Social Behaviors

Publications

Publications

Time Path of Weight Status Before and After Incident Dementia

Association between racial residential segregation and walkability in 745 U.S. cities

COVID-19 stigmatization after the development of effective vaccines: Vaccination behavior, attitudes, and news sources

Des Jarlais, D. C., Lieff, S., Grivel, M., Meltzer, G., Choi, J., Weng, C. A., Feelemyer, J. P., Chang, V. W., & Yang, L. (n.d.).

Publication year

2023

Journal title

PloS one

Volume

18

Issue

4
Abstract
Abstract
Objective To compare COVID-19 stigmatization at two pandemic time points (1) August 2020—during lockdowns and prior to vaccine rollout, and (2) May 2021—during vaccine rollout, when approximately half of U.S. adults were vaccinated. Methods Comparison of COVID19-related stigmatization and associated factors in two national internet surveys conducted in August 2020 (N = 517) and May 2021 (N = 812). Factors associated with endorsing stigmatization were identified using regression analysis. The main outcomes included endorsement of stigmatization and behavioral restrictions towards persons with COVID-19 and towards persons of Chinese descent. A previously developed “stigmatizing attitudes and behavioral restrictions” scale was adapted to measure the intersection of negative attitudes toward COVID-19 disease and negative attitudes toward persons of Chinese descent. Results COVID-19 related stigmatization declined significantly from August 2020 to May 2021. Many factors were associated with stigmatizing in both surveys: full time employment, Black race, Hispanic ethnicity, worry about contracting COVID-19, probable depression, and Fox News and social media as sources of information (all positively associated), and self-assessed knowledge about COVID-19, contact with Chinese individuals, and publicly funded news as sources (all negatively associated). Positive attitudes toward vaccination were associated with stigmatization. Conclusions COVID-19 related stigmatization reduced substantially over these two points in the pandemic, with many continuities in the factors associated with stigmatizing. Despite the reduction in stigmatizing, however, some stigmatizing attitudes for both COVID-19 and Chinese individuals remained.

Cumulative exposure to extreme heat and trajectories of cognitive decline among older adults in the USA

Health Insurance and Mental Health Treatment Use Among Adults With Criminal Legal Involvement After Medicaid Expansion

Internet usage and the prospective risk of dementia: A population-based cohort study

Anti-Vaccine Attitudes among Adults in the U.S. during the COVID-19 Pandemic after Vaccine Rollout

Choi, J., Lieff, S., Meltzer, G., Grivel, M., Chang, V., Yang, L., & Desjarlais, D. (n.d.).

Publication year

2022

Journal title

Vaccines

Volume

10

Issue

6
Abstract
Abstract
Even though vaccination is the most effective measure against COVID-19 infections, vaccine rollout efforts have been hampered by growing anti-vaccine attitudes. Based on current knowledge, we identified three domains (beliefs, discrimination, and news) as our correlates of primary interest to examine the association with anti-vaccine attitudes. This is one of the first studies to examine key correlates of anti-vaccine attitudes during the critical early stages of vaccine implementation in the United States. An online survey was administered in May 2021 to a non-representative, nationally based sample of adults (N = 789). Using multivariable logistic regression analysis, we found that individuals who expressed worry about COVID-19 (OR = 0.34, 95% CI 0.21, 0.55) and had greater knowledge of COVID-19 (OR = 0.50, 95% CI 0.25, 0.99) were less likely to hold antivaccine attitudes. Conversely, individuals who held stigmatizing views of COVID-19 (OR = 2.47, 95% CI 1.53, 3.99), had experienced racial discrimination (OR = 2.14, 95% CI 1.25, 3.67) and discrimination related to COVID-19 (OR = 2.84, 95% CI 1.54, 5.24), and who had been watching Fox News (OR = 3.95, 95% CI 2.61, 5.97) were more likely to hold anti-vaccine attitudes. These findings suggest COVID-19 beliefs, experiences of discrimination, and news sources should be considered when designing targeted approaches to address the anti-vaccine movement.

Obesity and Patient Activation: Confidence, Communication, and Information Seeking Behavior

Chang, J. E., Lindenfeld, Z., & Chang, V. W. (n.d.).

Publication year

2022

Journal title

Journal of Primary Care and Community Health

Volume

13
Abstract
Abstract
Introduction/Objectives: Patient activation describes the knowledge, skills, and confidence that allow patients to actively engage in managing their health. Prior studies have found a strong relationship between patient activation and clinical outcomes, costs of care, and patient experience. Patients who are obese or overweight may be less engaged than normal weight patients due to lower confidence or stigma associated with their weight. The objective of this study is to examine whether weight status is associated with patient activation and its sub-domains (confidence, communication, information-seeking behavior). Methods: This repeated cross-sectional study of the 2011 to 2013 Medicare Current Beneficiary Survey (MCBS) included a nationally representative sample of 13,721 Medicare beneficiaries. Weight categories (normal, overweight, obese) were based on body mass index. Patient activation (high, medium, low) was based on responses to the MCBS Patient Activation Supplement. Results: We found no differences in overall patient activation by weight categories. However, compared to those with normal weight, people with obesity had a higher relative risk (RRR 1.24; CI 1.09-1.42) of “low” rather than “high” confidence. Respondents with obesity had a lower relative risk (RRR 0.82; CI 0.73-0.92) of “low” rather than “high” ratings of communication with their doctor. Discussion and Conclusions: Though patients with obesity may be less confident in their ability to manage their health, they are more likely to view their communication with physicians as conducive to self-care management. Given the high receptivity among patients with obesity toward physician communication, physicians may be uniquely situated to guide and support patients in gaining the confidence they need to reach weight loss goals.

Patient-Provider Communication Quality, 2002-2016: A Population-based Study of Trends and Racial Differences

Cho, G., & Chang, V. W. (n.d.).

Publication year

2022

Journal title

Medical care

Volume

60

Issue

5

Page(s)

324-331
Abstract
Abstract
Background: Effective patient-provider communication (PPC) can improve clinical outcomes and therapeutic alliance. While PPC may have improved over time due to the implementation of various policies for patient-centered care, its nationwide trend remains unclear. Objective: The objective of this study was to examine trends in PPC quality among US adults and whether trends vary with race-ethnicity. Research Design: A repeated cross-sectional study. Participants: We examine noninstitutionalized civilian adults who made 1 or more health care visits in the last 12 months and self-completed the mail-back questionnaire in the Medical Expenditure Panel Survey, 2002-2016. Measures: Outcomes include 4 top-box measures, each representing the odds of patients reporting that their providers always (vs. never, sometimes, usually) used a given communication behavior in the past 12 months regarding listening carefully, explaining things understandably, showing respect, and spending enough time. A linear mean composite score (the average of ordinal responses for the behaviors above) is also examined as an outcome. Exposures include time period and race-ethnicity. Results: Among 124,158 adults (181,864 observations), the quality of PPC increases monotonically between 2002 and 2016 for all outcomes. Between the first and last periods, the odds of high-quality PPC increase by 37% [95% confidence interval (CI)=32%-43%] for listen, 25% (95% CI=20%-30%) for explain, 41% (95% CI=35%-47%) for respect, and 37% (95% CI=31%-43%) for time. The composite score increases by 3.24 (95% CI=2.87-3.60) points. While increasing trends are found among all racial groups, differences exist at each period. Asians report the lowest quality throughout the study period for all outcomes, while Blacks report the highest quality. Although racial differences narrow over time, most changes are not significant. Conclusions: Our findings suggest that providers are increasingly likely to use patient-centered communication strategies. While racial differences have narrowed, Asians report the lowest quality throughout the study period, warranting future research.

Trends in Prescription Opioid and Nonopioid Analgesic Use by Race, 1996–2017

Ultra-processed food consumption among US adults from 2001 to 2018

Juul, F., Parekh, N., Martinez-Steele, E., Monteiro, C. A., & Chang, V. W. (n.d.).

Publication year

2022

Journal title

American Journal of Clinical Nutrition

Volume

115

Issue

1

Page(s)

211-221
Abstract
Abstract
Background: Accumulating evidence links ultra-processed foods to poor diet quality and chronic diseases. Understanding dietary trends is essential to inform priorities and policies to improve diet quality and prevent diet-related chronic diseases. Data are lacking, however, for trends in ultra-processed food intake. Objectives: We examined US secular trends in food consumption according to processing level from 2001 to 2018. Methods: We analyzed dietary data collected by 24-h recalls from adult participants (aged >19 y; N = 40,937) in 9 cross-sectional waves of the NHANES (2001-2002 to 2017-2018). We calculated participants' intake of minimally processed foods, processed culinary ingredients, processed foods, and ultra-processed foods as the relative contribution to daily energy intake (%kcal) using the NOVA framework. Trends analyses were performed using linear regression, testing for linear trends by modeling the 9 surveys as an ordinal independent variable. Models were adjusted for age, sex, race/ethnicity, education level, and income. Consumption trends were reported for the full sample and stratified by sex, age groups, race/ethnicity, education level, and income level. Results: Adjusting for changes in population characteristics, the consumption of ultra-processed foods increased among all US adults from 2001-2002 to 2017-2018 (from 53.5 to 57.0 %kcal; P-trend < 0.001). The trend was consistent among all sociodemographic subgroups, except Hispanics, in stratified analyses. In contrast, the consumption of minimally processed foods decreased significantly over the study period (from 32.7 to 27.4 %kcal; P-trend < 0.001) and across all sociodemographic strata. The consumption of processed culinary ingredients increased from 3.9 to 5.4 %kcal (P-trend < 0.001), whereas the intake of processed foods remained stable at ∼10 %kcal throughout the study period (P-trend = 0.052). Conclusions: The current findings highlight the high consumption of ultra-processed foods in all parts of the US population and demonstrate that intake has continuously increased in the majority of the population in the past 2 decades.

Behavioral correlates of COVID-19 worry: Stigma, knowledge, and news source

Meltzer, G. Y., Chang, V. W., Lieff, S. A., Grivel, M. M., Yang, L. H., & Des Jarlais, D. C. (n.d.).

Publication year

2021

Journal title

International journal of environmental research and public health

Volume

18

Issue

21
Abstract
Abstract
Non-adherence to COVID-19 guidelines may be attributable to low levels of worry. This study assessed whether endorsing COVID-19-stigmatizing restrictions, COVID-19 knowledge, and preferred news source were associated with being ‘very worried’ versus ‘not at all’ or ‘somewhat’ worried about contracting COVID-19. Survey data were collected in July–August 2020 from N = 547 New York State (NYS) and N = 504 national Amazon MTurk workers. Respondents who endorsed COVID-19 stigmatizing restrictions (NYS OR 1.96; 95% CI 1.31, 2.92; national OR 1.80; 95% CI 1.06, 3.08) and consumed commercial news (NYS OR 1.89; 95% CI 1.21, 2.96; national OR 1.93; 95% CI 1.24, 3.00) were more likely to be very worried. National respondents who consumed The New York Times (OR 1.52; 95% CI 1.00, 2.29) were more likely to be very worried, while those with little knowledge (OR 0.24; 95% CI 0.13, 0.43) were less likely to be very worried. NYS (OR 2.66; 95% CI 1.77, 4.00) and national (OR 3.17; 95% CI 1.95, 5.16) respondents with probable depression were also more likely to be very worried. These characteristics can help identify those requiring intervention to maximize perceived threat to COVID-19 and encourage uptake of protective behaviors while protecting psychological wellbeing.

Obesity and the Receipt of Prescription Pain Medications in the US

Sociodemographic and Behavioral Factors Associated With COVID-19 Stigmatizing Attitudes in the U.S.

Grivel, M. M., Lieff, S. A., Meltzer, G. Y., Chang, V. W., Yang, L. H., & Jarlais, D. C. (n.d.).

Publication year

2021

Journal title

Stigma and Health

Volume

6

Issue

4

Page(s)

371-379
Abstract
Abstract
To control the spread of coronavirus disease (COVID-19) and prevent further verbal and physical discrimination against individuals affected by, or perceived to be responsible for, COVID-19, proactive efforts must be made to ameliorate stigmatizing attitudes. This study seeks to examine whether key sociobehavioral factors including news consumption and contact with Chinese individuals are associated with COVID-19 stigma as a first step to informing stigma interventions. Surveys were administered to N = 498non-representative national respondents in August 2020 via Amazon’s Mechanical Turk and includedassessments of COVID-19 stigma, worry, knowledge, contact with COVID-19 and Chinese individuals, and preferred news source. Prevalence of stigmatizing beliefs was 65.46%. Odds of endorsing stigma were higher among males (OR = 1.77, 95% CI [1.07–2.93]) vs. females, Non-Hispanic Black (OR = 3.12, 95% CI [1.42–6.86]) and Hispanic (OR = 4.77, 95% CI [2.32–9.78]) vs. Non-Hispanic White individuals, and individuals with college degrees (OR = 3.41, 95% CI [1.94–5.99]) and more than college degrees (OR = 3.04, 95% CI [1.34–6.89]) vs. those with less than college degrees. Consumers (vs. non-consumers) of Fox News (OR = 4.43, 95% CI [2.52–7.80]) and social media (OR = 2.48, 95% CI [1.46–4.20]) had higher odds of endorsing stigma. Contact with Chinese individuals (OR = 0.50, 95% CI [0.25–1.00]) wasassociated with lower odds of endorsing stigma. These findings suggest that individuals of Non-HispanicBlack or Hispanic race/ethnic background, consumers of Fox News and social media, men, and individuals with college degrees or higher are groups that should be prioritized for anti-stigma intervention.

24-Year trends in educational inequalities in adult smoking prevalence in the context of a national tobacco control program: The case of Brazil

Bandi, P., Chang, V. W., Sherman, S. E., & Silver, D. (n.d.).

Publication year

2020

Journal title

Preventive Medicine

Volume

131
Abstract
Abstract
Brazil was a low and middle-income country (LMIC) in the late-1980s when it implemented a robust national tobacco-control program (NTCP) amidst rapid gains in national incomes and gender equality. We assessed changes in smoking prevalence between 1989 and 2013 by education level and related these changes to trends in educational inequalities in smoking. Data were from four nationally representative cross-sectional surveys (1989, n = 25,298; 2003 n = 3845; 2008 n = 28,938; 2013 n = 47,440, ages 25–69 years). We estimated absolute (slope index of inequality, SII) and relative (relative index of inequality, RII) educational inequalities in smoking prevalence, separately for males and females. Additional analyses stratified by birth-cohort to assess generational differences. Smoking declined significantly between 1989 and 2013 in all education groups but declines among females were steeper in higher-educated groups. Consequently, both absolute and relative educational inequalities in female smoking widened threefold between 1989 and 2013 (RII: 1.31 to 3.60, SII: 5.3 to 15.0), but absolute inequalities in female smoking widened mainly until 2003 (SII: 15.8). Conversely, among males, declines were steeper in higher-educated groups only in relative terms. Thus, relative educational inequalities in male smoking widened between 1989 and 2013 (RII: 1.58 to 3.19) but mainly until 2008 (3.22), whereas absolute equalities in male smoking were unchanged over the 24-year period (1989: 21.1 vs. 2013: 23.2). Younger-cohorts (born ≥1965) had wider relative inequalities in smoking vs. older-cohorts at comparable ages, particularly in the youngest female-cohorts (born 1979–1988). Our results suggest that younger lower-SES groups, especially females, may be particularly vulnerable to differentially higher smoking uptake in LMICs that implement population tobacco-control efforts amidst rapid societal gains.

The Economic Value of Education for Longer Lives and Reduced Disability

Krueger, P. M., Dehry, I. A., & Chang, V. W. (n.d.).

Publication year

2019

Journal title

Milbank Quarterly

Volume

97

Issue

1

Page(s)

48-73
Abstract
Abstract
Policy Points Although it is well established that educational attainment improves health and longevity, the economic value of this benefit is unknown. We estimate that the economic value of education for longer, healthier lives is comparable to or greater than the value of education for lifetime earnings. Policies that increase rates of completion of high school and college degrees could result in longer, healthier lives and substantial economic value for the population. We provide a template for assigning an economic value to the health benefits associated with education or other social determinants, allowing policymakers to prioritize those interventions that yield the greatest value for the population. Context: Policymakers often frame the value of educational attainment in terms of economic outcomes (eg, employment, productivity, wages). But that approach may understate the value of education if it ignores the economic value of both longer lives and the reduced disability associated with more education. Methods: In this article, we estimated the present value of the longer life and reduced disability associated with higher educational attainment at age 25 through age 84. We used prospective survival data and cross-sectional disability data from the National Health Interview Survey-Linked Mortality Files and drew on published estimates of the economic value of a statistical life. In addition, we used data from the Current Population Survey—Annual Social and Economic supplement to estimate the present value of education for lifetime earnings at age 25 through age 64 in order to provide a benchmark for comparing the value of education for health. Findings: Compared with those with less than a high school degree, the longer lives of those with a high school degree are worth an additional $450,000 for males and $479,000 for females, and the additional disability-adjusted life for those with a high school degree is worth $693,000 for males and $757,000 for females. By comparison, the additional lifetime earnings for those with a high school degree, rather than less than a high school degree, is $213,000 for males and $194,000 for females. Compared with those with a high school degree, the longer lives for those with a baccalaureate degree are worth an additional $446,000 for males and $247,000 for females. The value of the additional disability-adjusted life associated with having a baccalaureate degree rather than a high school degree is $611,000 for males and $407,000 among females. By comparison, the additional lifetime earnings for those with a baccalaureate degree, rather than a high school degree, is $628,000 for males and $459,000 for females. Conclusions: The value of education for longer, healthier lives may surpass the value for earnings. Estimates of the economic value of the social determinants of health, such as education, can help policymakers prioritize those policies that provide the greatest value for population health.

Health, Polysubstance Use, and Criminal Justice Involvement Among Adults With Varying Levels of Opioid Use

Winkelman, T. N., Chang, V. W., & Binswanger, I. A. (n.d.).

Publication year

2018

Journal title

JAMA network open

Volume

1

Issue

3

Page(s)

e180558
Abstract
Abstract
Importance: Health profiles and patterns of involvement in the criminal justice system among people with various levels of opioid use are poorly defined. Data are needed to inform a public health approach to the opioid epidemic. Objective: To examine the association between various levels of opioid use in the past year and physical and mental health, co-occurring substance use, and involvement in the criminal justice system. Design, Setting, and Participants: This retrospective, cross-sectional analysis used the 2015-2016 National Survey on Drug Use and Health to assess the independent association of intensity of opioid use with health, co-occurring substance use, and involvement in the criminal justice system among US adults aged 18 to 64 years using multivariable logistic regression. Exposures: No opioid use vs prescription opioid use, misuse, or use disorder or heroin use. Main Outcomes and Measures: Self-reported physical and mental health, disability, co-occurring substance use, and past year and lifetime involvement in the criminal justice system. Results: The sample consisted of 78 976 respondents (42 495 women and 36 481 men), representative of 196 280 447 US adults. In the weighted sample, 124 026 842 adults reported no opioid use in the past year (63.2%; 95% CI, 62.6%-63.7%), 61 462 897 reported prescription opioid use in the past year (31.3%; 95% CI, 30.8%-31.8%), 8 439 889 reported prescription opioid misuse in the past year (4.3%; 95% CI, 4.1%-4.5%), 1 475 433 reported prescription opioid use disorder in the past year (0.8%; 95% CI, 0.7%-0.8%), and 875 386 reported heroin use in the past year (0.4%; 95% CI, 0.4%-0.5%). Individuals who reported any level of opioid use were significantly more likely than individuals who reported no opioid use to be white, have a low income, and report a chronic condition, disability, severe mental illness, or co-occurring drug use. History of involvement in the criminal justice system increased as intensity of opioid use increased (no use, 15.9% [19 562 158 of 123 319 911]; 95% CI, 15.4%-16.4%; prescription opioid use, 22.4% [13 712 162 of 61 204 541]; 95% CI, 21.7%-23.1%; prescription opioid misuse, 33.2% [2 793 391 of 8 410 638]; 95% CI, 30.9%-35.6%; prescription opioid use disorder, 51.7% [762 189 of 1 473 552]; 95% CI, 45.4%-58.0%; and heroin use, 76.8% [668 453 of 870 250]; 95% CI, 70.6%-82.1%). In adjusted models, any level of opioid use was associated with involvement in the criminal justice system in the past year compared with no opioid use. Conclusions and Relevance: Individuals who use opioids have complicated health profiles and high levels of involvement in the criminal justice system. Combating the opioid epidemic will require public health interventions that involve criminal justice systems, as well as policies that reduce involvement in the criminal justice system among individuals with substance use disorders.

Medicaid Expansion, Mental Health, and Access to Care among Childless Adults with and without Chronic Conditions

Overweight or obese BMI is associated with earlier, but not later survival after common acute illnesses

Ultra-processed food consumption and excess weight among US adults

Birth weight, early life weight gain and age at menarche: a systematic review of longitudinal studies

The obesity paradox and incident cardiovascular disease: A population-based study

Trends in the Relationship between Obesity and Disability, 1988-2012

Mortality attributable to low levels of education in the United States

Obesity and 1-year outcomes in older Americans with severe sepsis

Prescott, H. C., Chang, V. W., O’Brien, J. M., Langa, K. M., & Iwashyna, T. J. (n.d.).

Publication year

2014

Journal title

Critical care medicine

Volume

42

Issue

8

Page(s)

1766-1774
Abstract
Abstract
Objectives: Although critical care physicians view obesity as an independent poor prognostic marker, growing evidence suggests that obesity is, instead, associated with improved mortality following ICU admission. However, this prior empirical work may be biased by preferential admission of obese patients to ICUs, and little is known about other patient-centered outcomes following critical illness. We sought to determine whether 1-year mortality, healthcare utilization, and functional outcomes following a severe sepsis hospitalization differ by body mass index. Design: Observational cohort study. Setting: U.S. hospitals. Patients: We analyzed 1,404 severe sepsis hospitalizations (1999-2005) among Medicare beneficiaries enrolled in the nationally representative Health and Retirement Study, of which 597 (42.5%) were normal weight, 473 (33.7%) were overweight, and 334 (23.8%) were obese or severely obese, as assessed at their survey prior to acute illness. Underweight patients were excluded a priori. Interventions: None. Measurements and main results: Using Medicare claims, we identified severe sepsis hospitalizations and measured inpatient healthcare facility use and calculated total and itemized Medicare spending in the year following hospital discharge. Using the National Death Index, we determined mortality. We ascertained pre-and postmorbid functional status from survey data. Patients with greater body mass indexes experienced lower 1-year mortality compared with nonobese patients, and there was a dose-response relationship such that obese (odds ratio = 0.59; 95% CI, 0.39-0.88) and severely obese patients (odds ratio = 0.46; 95% CI, 0.26-0.80) had the lowest mortality. Total days in a healthcare facility and Medicare expenditures were greater for obese patients (p < 0.01 for both comparisons), but average daily utilization (p = 0.44) and Medicare spending were similar (p = 0.65) among normal, overweight, and obese survivors. Total function limitations following severe sepsis did not differ by body mass index category (p = 0.64). Conclusions: Obesity is associated with improved mortality among severe sepsis patients. Due to longer survival, obese sepsis survivors use more healthcare and result in higher Medicare spending in the year following hospitalization. Median daily healthcare utilization was similar across body mass index categories.

Contact

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