Virginia W Chang
Virginia W Chang
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Associate Professor of Social and Behavioral Sciences
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Professional overview
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Virginia W. Chang, MD, PhD is Associate Professor of Social and Behavioral Sciences 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.
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Education
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BS, Biomedical Sciences and Philosophy, University of Michigan, Ann Arbor, MIMD, Medicine, University of Michigan Medical School, University of Michigan, Ann Arbor, MIMA, Sociology, University of Chicago, Chicago, ILPhD, Sociology, University of Chicago, Chicago, IL-Fellow, Robert Wood Johnson Clinical Scholars Program, University of Chicago, Chicago, ILResident, Department of Medicine, University of Chicago, Chicago, ILIntern, Department of Medicine, University of Chicago, Chicago, IL-Diplomate, American Board of Internal MedicineLicensed Medical Physician, Commonwealth of Pennsylvania
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Honors and awards
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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)
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Areas of research and study
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Global HealthHealth DisparitiesInternal MedicineObesityPopulation HealthSocial Behaviors
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Publications
Publications
Metabolic syndrome and weight gain in adulthood
AbstractAlley, D. E., & Chang, V. W. (n.d.).Publication year
2010Journal title
Journals of Gerontology - Series A Biological Sciences and Medical SciencesVolume
65Issue
1Page(s)
111-117AbstractBackgroundThe influence of long-term adult weight history on metabolic risk independent of attained body mass index (BMI) is unknown.MethodsUsing nationally representative data on adults aged 50-64 years from the 1999-2006 National Health and Nutrition Examination Surveys, we examined weight change for two periods of adulthood: prime age (age 25-10 years ago) and midlife (the last 10 years). Weight changes in each period were categorized as stable (gainMortality attributable to low levels of education in the United States
AbstractKrueger, P. M., Tran, M. K., Hummer, R. A., & Chang, V. W. (n.d.).Publication year
2015Journal title
PloS oneVolume
10Issue
7AbstractBackground: Educational disparities in U.S. adult mortality are large and have widened across birth cohorts. We consider three policy relevant scenarios and estimate the mortality attributable to: (1) individuals having less than a high school degree rather than a high school degree, (2) individuals having some college rather than a baccalaureate degree, and (3) individuals having anything less than a baccalaureate degree rather than a baccalaureate degree, using educational disparities specific to the 1925, 1935, and 1945 cohorts. Methods: We use the National Health Interview Survey data (1986-2004) linked to prospective mortality through 2006 (N=1,008,949), and discrete-time survival models, to estimate educationand cohort-specific mortality rates. We use those mortality rates and data on the 2010 U.S. population from the American Community Survey, to calculate annual attributable mortality estimates. Results: If adults aged 25-85 in the 2010 U.S. population experienced the educational disparities in mortality observed in the 1945 cohort, 145,243 deaths could be attributed to individuals having less than a high school degree rather than a high school degree, 110,068 deaths could be attributed to individuals having some college rather than a baccalaureate degree, and 554,525 deaths could be attributed to individuals having anything less than a baccalaureate degree rather than a baccalaureate degree. Widening educational disparities between the 1925 and 1945 cohorts result in a doubling of attributable mortality. Mortality attributable to having less than a high school degree is proportionally similar among women and men and among non-Hispanic blacks and whites, and is greater for cardiovascular disease than for cancer. Conclusions: Mortality attributable to low education is comparable in magnitude to mortality attributable to individuals being current rather than former smokers. Existing research suggests that a substantial part of the association between education and mortality is causal. Thus, policies that increase education could significantly reduce adult mortality.Mortality attributable to obesity among middle-aged adults in the United States
AbstractMehta, N. K., & Chang, V. W. (n.d.).Publication year
2009Journal title
DemographyVolume
46Issue
4Page(s)
851-872AbstractObesity is considered a major cause of premature mortality and a potential threat to the longstanding secular decline in mortality in the United States. We measure relative and attributable risks associated with obesity among middle-aged adults using data from the Health and Retirement Study (1992-2004). Although class II/III obesity (BMI ≥ 35.0 kg/m2) increases mortality by 40% in females and 62% in males compared with normal BMI (BMI = 18.5-24.9), class I obesity (BMI = 30.0-34.9) and being overweight (BMI = 25.0-29.9) are not associated with excess mortality. With respect to attributable mortality, class II/III obesity (BMI ≥ 35.0) is responsible for approximately 4% of deaths among females and 3% of deaths among males. Obesity is often compared with cigarette smoking as a major source of avoidable mortality. Smoking-attributable mortality is much larger in this cohort: about 36% in females and 50% in males. Results are robust to confounding by preexisting diseases, multiple dimensions of socioeconomic status (SES), smoking, and other correlates. These findings challenge the viewpoint that obesity will stem the long-term secular decline in U.S. mortality.Multi-discrimination exposure and biological aging : Results from the midlife in the United States study
AbstractCuevas, A. G., Cole, S. W., Belsky, D. W., McSorley, A. M., Shon, J. M., & Chang, V. W. (n.d.).Publication year
2024Journal title
Brain, Behavior, and Immunity - HealthAbstractDiscrimination is a social determinant of health and health disparities for which the biological mechanisms remain poorly understood. This study investigated the hypothesis that discrimination contributes to poor health outcomes by accelerating biological processes of aging. We analyzed survey and blood DNA methylation data from the Midlife in the United States (MIDUS) study (N = 1967). We used linear regression analysis to test associations of everyday, major, and workplace discrimination with biological aging measured by the DunedinPACE, PhenoAge, and GrimAge2 epigenetic clocks. MIDUS participants who reported more discrimination tended to exhibit a faster pace of aging and older biological age as compared to peers who reported less discrimination. Effect-sizes for associations tended to be larger for the DunedinPACE pace-of-aging clock (effect-size range r = 0.1–0.2) as compared with the PhenoAge and GrimAge2 biological-age clocks (effect-sizes r < 0.1) and for experiences of everyday and major discrimination as compared with workplace discrimination. Smoking status and body-mass index accounted for roughly half of observed association between discrimination and biological aging. Reports of discrimination were more strongly associated with accelerated biological aging among White as compared with Black participants, although Black participants reported more discrimination overall and tended to exhibit older biological age and faster biological aging. Findings support the hypothesis that experiences of interpersonal discrimination contribute to accelerated biological aging and suggest that structural and individual-level interventions to reduce discrimination and promote adaptive coping have potential to support healthy aging and build health equity.Multi-Disrimination Exposure and Biological Aging: Results from the Midlife in the United States Study
AbstractAdolfo, C. G., Cole, S. W., Belsky, D. W., McSorley, A.-M., Shon, J., & Chang, V. W. (n.d.).Publication year
2023Journal title
Proceedings of the National Academy of SciencesAbstract~Native Hawaiian and Other Pacific Islanders : Disparities in the Prevalence of Multiple Chronic Conditions
AbstractCabrera, J. D., Cuevas, A. G., Xu, V. S., & Chang, V. W. (n.d.).Publication year
2025Journal title
American Journal of Health PromotionAbstractPurpose: To examine multimorbidity prevalence by race/ethnicity and unique health disparities for Native Hawaiian and Other Pacific Islanders (NHPI). Design: Cross-sectional study. Setting: This study uses combined data from the 2014 National Health Interview Survey (NHIS) and the 2014 NHPI-NHIS. Sample: 38,965 adults, including a representative sample of 2,026 NHPIs. Measures: Self-reported diagnoses of ten chronic conditions and race/ethnicity, including Non-Hispanic (NH) Whites, NH Blacks, NH Asians, NH NHPIs, Hispanics and NH Mixed Race. Covariates include age, sex, marital status, education, family income, and employment status. Analysis: We used multinomial logistic regression models to evaluate the adjusted association between race/ethnicity and number of chronic conditions: none, 1, and ≥ 2 (multimorbidity). Results: Compared to Whites, Asians and Hispanics (aRRR = 0.39, PNeighborhood Disadvantage, Social Isolation, and Dementia
AbstractChoi, E. Y., Chang, V. W., & Cho, G. (n.d.).Publication year
2023Abstract~Neighborhood racial isolation, disorder and obesity
AbstractChang, V. W., Hillier, A. E., & Mehta, N. K. (n.d.).Publication year
2009Journal title
Social ForcesVolume
87Issue
4Page(s)
2063-2092AbstractRecent research suggests that racial residential segregation may be detrimental to health. This study investigates the influence of neighborhood racial isolation on obesity and considers the role of neighborhood disorder as a mediator in this relationship. For the city of Philadelphia, we find that residence in a neighborhood with high black racial isolation is associated with a higher body mass index and higher odds of obesity among women, but not men, highlighting important sex differences in the influence of neighborhood structure on health. Furthermore, the influence of high racial isolation on women's weight status is mediated, in part, by the physically disordered nature of such neighborhoods. Disorder of a more social nature (as measured by incident crime) is not associated with weight status.Neighborhood Social Environment and Dementia: The Mediating Role of Social Isolation
AbstractChoi, E. Y., Cho, G., & Chang, V. W. (n.d.).Publication year
2023Journal title
The Journals of Gerontology, Series B: Psychological Sciences and Social SciencesAbstract~Neighborhood Social Environment and Dementia:The Mediating Role of Social Isolation
AbstractChoi, E. Y., Cho, G., & Chang, V. W. (n.d.).Publication year
2024Journal title
Journals of Gerontology - Series B Psychological Sciences and Social SciencesVolume
79Issue
4AbstractObjectives: Despite the potential importance of the neighborhood social environment for cognitive health, the connection between neighborhood characteristics and dementia remains unclear. This study investigated the association between the prospective risk of dementia and three distinct aspects of neighborhood social environment: socioeconomic deprivation, disorder, and social cohesion. We also examined whether objective and subjective aspects of individual-level social isolation may function as mediators. Methods: Leveraging data from the Health and Retirement Study (2006–2018; N = 9,251), we used Cox proportional hazards models to examine the association between time-to-dementia incidence and each neighborhood characteristic, adjusting for covariates and the propensity to self-select into disadvantaged neighborhoods. We used inverse odds weighting to decompose significant total effects of neighborhood characteristics into mediational effects of objective and subjective social isolation. Results: The risk of dementia was associated with deprivation and disorder but not low cohesion. In deprived neighborhoods, individuals had an 18% increased risk of developing dementia (cause-specific hazard ratio [CHR] = 1.18, 95% CI: 1.02 to 1.38), and those in disordered areas had a 27% higher risk (CHR = 1.27, 95% CI: 1.03 to 1.59). 20% of the disorder’s effects were mediated by subjective social isolation, while the mediational effects of objective isolation were nonsignificant. Deprivation’s total effects were not partitioned into mediational effects given its nonsignificant associations with the mediators. Discussion: Neighborhood deprivation and disorder may increase middle to older adults’ risks of dementia. The disorder may adversely affect cognitive health through increasing loneliness. Our results suggest a clear need for dementia prevention targeting upstream neighborhood contexts, including the improvement of neighborhood conditions to foster social integration among residents.Number of Children and Risk of Dementia
AbstractWolfova, K., Hubbard, R. A., Cermakova, P., Chang, V. W., Crane, P. K., LaCroix, A. Z., Larson, E. B., & Tom, S. E. (n.d.).Publication year
2023Journal title
NeurologyAbstract~Number of children and risk of dementia : a cohort study
AbstractWolfova, K., Hubbard, R. A., Brennan Kearns, P., Chang, V. W., Crane, P., Lacroix, A. Z., Larson, E. B., & Tom, S. (n.d.).Publication year
2024Journal title
Journal of Epidemiology and Community HealthAbstractBackground: Findings on the link between the number of children and dementia risk are inconsistent, mostly studied in females, suggesting pregnancy-related changes may be a key factor in this association. Methods: The Adult Changes in Thought Study is a cohort of adults aged ≥65 years from Kaiser Permanente Washington. The primary exposure was the number of children (0, 1, 2, 3 or ≥4), and the outcome was an incident dementia diagnosis. Cox proportional-hazards models were adjusted for demographic and early-life socioeconomic confounders. Models were then stratified by sex and by birth yearObesity and 1-year outcomes in older Americans with severe sepsis
AbstractPrescott, H. C., Chang, V. W., O'Brien, J. M., Langa, K. M., & Iwashyna, T. J. (n.d.).Publication year
2014Journal title
Critical care medicineVolume
42Issue
8Page(s)
1766-1774AbstractObjectives: 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.Obesity and Mortality
AbstractAbstractThis chapter reports that the mortality penalty linked with obesity has been falling in recent decades. It describes how, in current data, the relationship between obesity and mortality is complex; although class II and III obesity are associated with elevated mortality risk, overweight and class I obesity are generally not associated with higher mortality. Studies that measure body mass index (BMI) when respondents are middle aged and model mortality into later life can give a better sense of the BMI and mortality relationship at the older ages. A high BMI is a small source of excess deaths in the United States, although this topic continues to be controversial. Studies that measure BMI in middle age and model subsequent mortality may give a better sense of the effect of BMI on mortality for those over the age of 50.Obesity and Patient Activation : Confidence, Communication, and Information Seeking Behavior
AbstractChang, J. E., Lindenfeld, Z., & Chang, V. W. (n.d.).Publication year
2022Journal title
Journal of Primary Care and Community HealthVolume
13AbstractIntroduction/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.Obesity and the Receipt of Prescription Pain Medications in the US
AbstractCho, G., & Chang, V. W. (n.d.).Publication year
2021Journal title
Journal of general internal medicineVolume
36Issue
9Page(s)
2631-2638AbstractBackground: Little is known about disparities in pain treatment associated with weight status despite prior research on weight-based discrepancies in other realms of healthcare and stigma among clinicians. Objective: To investigate the association between weight status and the receipt of prescription analgesics in a nationally representative sample of adults with back pain, adjusting for the burden of pain. Design: Cross-sectional analyses using the Medical Expenditure Panel Survey (2010–2017). Participants: Five thousand seven hundred ninety-one civilian adults age ≥ 18 with back pain. Main measures: We examine the odds of receiving prescription analgesics for back pain by weight status using logistic regression. We study the odds of receiving (1) any pain prescription, (2) three pain prescription categories (opioid only, non-opioid only, the combination of both), and (3) opioids conditional on having a pain prescription. Key Results: The odds of receiving pain prescriptions increase monotonically across weight categories, when going from normal weight to obesity II/III, despite adjustments for the burden of pain. Relative to normal weight, higher odds of receiving any pain prescription is associated with obesity I (OR = 1.30 [95% CI = 1.04–1.63]) and obesity II/III (OR = 1.72 [95% CI = 1.36–2.18]). Obesity II/III is also associated with higher odds of receiving opioids only (OR = 1.53 [95% CI = 1.16–2.02]), non-opioids only (OR = 1.77 [95% CI = 1.21–2.60]), and a combination of both (OR = 2.48 [95% CI = 1.44–4.29]). Obesity I is associated with increased receipt of non-opioids only (OR = 1.55 [95% CI = 1.07–2.23]). Conditional on having a pain prescription, the odds of receiving opioids are comparable across weight categories. Conclusions: This study suggests that, relative to those with normal weight, adults with obesity are more likely to receive prescription analgesics for back pain, despite adjustments of the burden of pain. Hence, the possibility of weight-based undertreatment is not supported. These findings are reassuring because individuals with obesity generally experience a higher prevalence of back pain. The possibility of over-treatment associated with obesity, however, may warrant further investigation.Overweight or obese BMI is associated with earlier, but not later survival after common acute illnesses
AbstractPrescott, H. C., & Chang, V. W. (n.d.).Publication year
2018Journal title
BMC GeriatricsVolume
18Issue
1AbstractBackground: Obesity has been associated with improved short-term mortality following common acute illness, but its relationship with longer-term mortality is unknown. Methods: Observational study of U.S. Health and Retirement Study (HRS) participants with federal health insurance (fee-for-service Medicare) coverage, hospitalized with congestive heart failure (N = 4287), pneumonia (N = 4182), or acute myocardial infarction (N = 2001), 1996-2012. Using cox proportional hazards models, we examined the association between overweight or obese BMI (BMI ≥ 25.0 kg/m2) and mortality to 5 years after hospital admission, adjusted for potential confounders measured at the same time as BMI, including age, race, sex, education, partnership status, income, wealth, and smoking status. Body mass index (BMI) was calculated from self-reported height and weight collected at the HRS survey prior to hospitalization (a median 1.1 year prior to hospitalization). The referent group was patients with a normal BMI (18.5 to < 25.0 kg/m2). Results: Patients were a median of 79 years old (IQR 71-85 years). The majority of patients were overweight or obese: 60.3% hospitalized for heart failure, 51.5% for pneumonia, and 61.6% for acute myocardial infarction. Overweight or obese BMI was associated with lower mortality at 1 year after hospitalization for congestive heart failure, pneumonia, and acute myocardial infarction - with adjusted hazard ratios of 0.68 (95% CI 0.59-0.79), 0.74 (95% CI: 0.64-0.84), and 0.65 (95%CI: 0.53-0.80), respectively. Among participants who lived to one year, however, subsequent survival was similar between patients with normal versus overweight/obese BMI. Conclusions: In older Americans, overweight or obese BMI was associated with improved survival following hospitalization for congestive heart failure, pneumonia, and acute myocardial infarction. This association, however, is limited to the shorter-term. Conditional on surviving to one year, we did not observe a survival advantage associated with excess weight.Patient-Provider Communication Quality, 2002-2016 : A Population-based Study of Trends and Racial Differences
AbstractCho, G., & Chang, V. W. (n.d.).Publication year
2022Journal title
Medical careVolume
60Issue
5Page(s)
324-331AbstractBackground: 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.Ph.D. dissertation : The social stratification of obesity: Bodily assets and the stylization of health
AbstractChang, V. W. (n.d.).Publication year
2003Abstract~Quality of care among obese patients
AbstractChang, V. W., Asch, D. A., & Werner, R. M. (n.d.).Publication year
2010Journal title
JAMA - Journal of the American Medical AssociationVolume
303Issue
13Page(s)
1274-1281AbstractContext Clinicians often have negative attitudes toward obesity and express dissatisfaction in caring for obese patients. Moreover, obese patients often feel that clinicians are biased or disrespectful because of their weight. These observations raise the concern that obese patients may receive lower quality of care. Objective To determine whether performance on common outpatient quality measures differs by patient weight status. Design, Setting, and Participants Eight different performance measures were examined in 2 national-level patient populations: (1) Medicare beneficiaries (n=36122) using data from the Medicare Beneficiary Survey (1994-2006); and (2) recipients of care from the Veterans Health Administration (VHA) (n=33550) using data from an ongoing performance-evaluation program (2003-2004). Main Outcome Measures Performance measures among eligible patients for diabetes care (eye examination, glycated hemoglobin [HbA 1c] testing, and lipid screening), pneumococcal vaccination, influenza vaccination, screening mammography, colorectal cancer screening, and cervical cancer screening. Measures were based on a combination of administrative claims, survey, and chart review data. Results We found no evidence that obese or overweight patients were less likely to receive recommended care relative to normal-weight patients. Moreover, success rates were marginally higher for obese and/or overweight patients on several measures. The most notable differentials were observed for recommended diabetes care among Medicare beneficiaries: comparing obese vs normal-weight patients with diabetes, obese patients were more likely to receive recommended care on lipid screening (72% vs 65%; odds ratio, 1.37 [95% confidence interval, 1.09-1.73]) and HbA 1c testing (74% vs 62%; odds ratio, 1.73 [95% confidence interval, 1.41-2.11]). All analyses were adjusted for sociodemographic factors, health status, clinical complexity, and visit frequency. Conclusions Amongsamplesofpatients from theMedicareandVHApopulations, there was no evidence across 8 performance measures that obese or overweight patients received inferior care when compared with normal-weight patients. Being obese or overweight was associated with a marginally higher rate of recommended care on several measures.Race/ethnic differences in adult mortality : The role of perceived stress and health behaviors
AbstractKrueger, P. M., Saint Onge, J. M., & Chang, V. W. (n.d.).Publication year
2011Journal title
Social Science and MedicineVolume
73Issue
9Page(s)
1312-1322AbstractWe examine the role of perceived stress and health behaviors (i.e., cigarette smoking, alcohol consumption, physical inactivity, sleep duration) in shaping differential mortality among whites, blacks, and Hispanics. We use data from the 1990 National Health Interview Survey (N = 38,891), a nationally representative sample of United States adults, to model prospective mortality through 2006. Our first aim examines whether unhealthy behaviors and perceived stress mediate race/ethnic disparities in mortality. The black disadvantage in mortality, relative to whites, closes after adjusting for socioeconomic status (SES), but re-emerges after adjusting for the lower smoking levels among blacks. After adjusting for SES, Hispanics have slightly lower mortality than whites; that advantage increases after adjusting for the greater physical inactivity among Hispanics, but closes after adjusting for their lower smoking levels. Perceived stress, sleep duration, and alcohol consumption do not mediate race/ethnic disparities in mortality. Our second aim tests competing hypotheses about race/ethnic differences in the relationships among unhealthy behaviors, perceived stress, and mortality. The social vulnerability hypothesis predicts that unhealthy behaviors and high stress levels will be more harmful for race/ethnic minorities. In contrast, the Blaxter (1990) hypothesis predicts that unhealthy lifestyles will be less harmful for disadvantaged groups. Consistent with the social vulnerability perspective, smoking is more harmful for blacks than for whites. But consistent with the Blaxter hypothesis, compared to whites, current smoking has a weaker relationship with mortality for Hispanics, and low or high levels of alcohol consumption, high levels of physical inactivity, and short or long sleep hours have weaker relationships with mortality for blacks.Racial and ethnic differences in place of death : United States, 1993
AbstractIwashyna, T. J., & Chang, V. W. (n.d.).Publication year
2002Journal title
Journal of the American Geriatrics SocietyVolume
50Issue
6Page(s)
1113-1117AbstractOBJECTIVES: To examine racial and ethnic differences in place of death, adjusting for likely confounders. DESIGN: A retrospective cohort analyzed using multinomial logistic regression. SETTING: United States in 1993. PARTICIPANTS: A nationally representative sample of 22,658 deaths in 1993 from the National Mortality Followback Survey. MEASUREMENTS: Place of death as determined on the death certificate, with controls for age, sex, income, education, and cause of death. The outcomes of interest were death in a hospital during an inpatient stay, death in a nursing home, death in a private residence, or death in some other place. RESULTS: After adjustment, 43% of whites die after an inpatient hospital stay, as do 50% of blacks and 56% of Mexican Americans. Twenty percent of whites, 22% of Mexican Americans, and 14% of blacks die in nursing homes. Twenty-two percent of whites, 18% of blacks, and 9% of Mexicans die in a private residence. CONCLUSIONS: There are substantial differences between whites, blacks, and Mexican Americans in place of death that cannot be explained by differences in age, sex, income, education, and causes of death between the groups.Racial differences in the impact of comorbidities on survival among elderly men with prostate cancer
AbstractPutt, M., Long, J. A., Montagnet, C., Silber, J. H., Chang, V. W., Liao, K., Schwartz, J. S., Pollack, C. E., Wong, Y. N., & Armstrong, K. (n.d.).Publication year
2009Journal title
Medical Care Research and ReviewVolume
66Issue
4Page(s)
409-435AbstractThis study investigates differences in the effects of comorbidities on survival in Medicare beneficiaries with prostate cancer. Medicare data were used to assemble a cohort of 65- to 76-year-old Black (n = 6,402) and White (n = 47,458) men with incident localized prostate cancer in 1999 who survived ĝ‰¥1 year postdiagnosis. Comorbidities were more prevalent among Blacks than among Whites. For both races, greater comorbidity was associated with decreasing survival rates; however, the effect among Blacks was smaller than in Whites. After adjusting for age, socioeconomic status, and community characteristics, the association between increasing comorbidities and survival remained weaker for Blacks than for Whites, and racial disparity in survival decreased with increasing number of comorbidities. Differential effects of comorbidities on survival were also evident when examining different classes of comorbid conditions. Adjusting for treatment had little impact on these results, despite variation in the racial difference in receipt of prostatectomy with differing comorbidity levels.Racial residential segregation and weight status among US adults
AbstractChang, V. W. (n.d.).Publication year
2006Journal title
Social Science and MedicineVolume
63Issue
5Page(s)
1289-1303AbstractWhile the segmentation of residential areas by race is well known to affect the social and economic well-being of the segregated minority group in the United States, the relationship between segregation and health has received less attention. This study examines the association between racial residential segregation, as measured by the isolation index, and individual weight status in US metropolitan areas. Multi-level, nationally representative data are used to consider the central hypothesis that segregation is positively associated with weight status among African Americans, a group that is hyper-segregated and disproportionately affected by unhealthy weight outcomes. Results show that among non-Hispanic blacks, higher racial isolation is positively associated with both a higher body mass index (BMI) and greater odds of being overweight, adjusting for multiple covariates, including measures of individual socioeconomic status. An increase of one standard deviation in the isolation index is associated with a 0.423 unit increase in BMI (p < 0.01), and a 14% increase in the odds of being overweight (p < 0.01). Among whites, there is no significant association between the isolation index and weight status. These findings suggest that in addition to differences among people, differences among places and, in particular, differences in the spatial organization of persons may be relevant to health policy and promotion efforts.Secular declines in the association between obesity and mortality in the United States
AbstractMehta, N. K., & Chang, V. W. (n.d.).Publication year
2011Journal title
Population and Development ReviewVolume
37Issue
3Page(s)
435-451AbstractRecent research suggests that rising obesity will restrain future gains in US life expectancy and that obesity is an important contributor to the current shortfall in us longevity compared to other high-income countries. Estimates of the contribution of obesity to current and future national-level mortality patterns are sensitive to estimates of the magnitude of the association between obesity and mortality at the individual level. We assessed secular trends in the obesity/mortality association among cohorts of middle-aged adults between 1948 and 2006 using three long-running US data sources: the Framingham Heart Study, the National Health and Nutrition Examination Survey, and the National Health Interview Survey. We find substantial declines over time in the magnitude of the association between obesity and overall mortality and, in certain instances, cardiovascular-specific mortality. We conclude that estimates of the contribution of obesity to current national-level mortality patterns should take into account recent reductions in the magnitude of the obesity and mortality association.