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1.
Psychol Med ; 51(15): 2647-2656, 2021 11.
Article in English | MEDLINE | ID: mdl-32375911

ABSTRACT

BACKGROUND: Among Veterans, post-traumatic stress disorder (PTSD) has been shown to be associated with obesity and accelerated weight gain. Less is known among the general population. We sought to determine the impact of PTSD on body mass index (BMI) and weight change among individuals with exposure to the World Trade Center (WTC) disaster. METHODS: We examined individuals from the WTC Health Registry. PTSD symptoms were assessed on multiple surveys (Waves 1-4) using the PTSD Checklist-Specific. Three categories of post-9/11 PTSD were derived: no, intermittent, and persistent. We examined two outcomes: (1) Wave 3 BMI (normal, overweight, and obese) and (2) weight change between Waves 3 and 4. We used multivariable logistic regression to assess the association between PTSD and BMI (N = 34 958) and generalized estimating equations to assess the impact of PTSD on weight change (N = 26 532). Sex- and age-stratified analyses were adjusted for a priori confounders. RESULTS: At Wave 3, the observed prevalence of obesity was highest among the persistent (39.5%) and intermittent PTSD (36.6%) groups, compared to the no PTSD group (29.3%). In adjusted models, persistent and intermittent PTSD were consistently associated with a higher odds of obesity. Weight gain was similar across all groups, but those with persistent and intermittent PTSD had higher estimated group-specific mean weights across time. CONCLUSIONS: Our findings that those with a history of PTSD post-9/11 were more likely to have obesity is consistent with existing literature. These findings reaffirm the need for an interdisciplinary focus on physical and mental health to improve health outcomes.


Subject(s)
Obesity/epidemiology , Obesity/psychology , Stress Disorders, Post-Traumatic/psychology , Weight Gain , Adult , Aged , Body Mass Index , Disasters , Female , Humans , Longitudinal Studies , Male , Middle Aged , New York City/epidemiology , Overweight/epidemiology , Registries , September 11 Terrorist Attacks , Sex Distribution , Weight Gain/physiology
2.
J Urban Health ; 96(5): 720-725, 2019 10.
Article in English | MEDLINE | ID: mdl-31486004

ABSTRACT

New York City Health and Nutrition Examination Survey (NYC HANES) was a population-based cross-sectional survey of NYC adults conducted twice, in 2004 and again in 2013-2014, to monitor the health of NYC adults 20 years or older. While blood pressure was measured in both surveys, an auscultatory mercury sphygmomanometer was used to measure blood pressure in clinics in 2004, and an oscillometric LifeSource UA-789AC monitor was used in homes in 2013-2014. To assess comparability of blood pressure results across both surveys, we undertook a randomized study comparing blood pressure (BP) readings by the two devices. Blood pressure measuring protocols followed the 2013 Association for the Advancement in Medical instrumentation guidelines for non-invasive blood pressure device. Data from 167 volunteers were analyzed for this purpose.Paired t tests were used to test for significant difference in mean systolic and diastolic blood pressure between devices for overall and by mid-arm circumference categories. To test for systematic differences between the two devices, we generated Bland-Altman graphs. Sensitivity, specificity, and Kappa statistics were calculated to assess between-device agreement for high (≥ 130/80 mmHg) and not high (< 130/80 mmHg) blood pressure, with mercury set as the reference.Systolic and diastolic blood pressure measured by LifeSource UA-789AC were on average 2.0 and 1.1 mmHg higher, respectively, than those of the mercury sphygmomanometer systolic and diastolic blood pressure readings (P < 0.05). Sensitivity was 81%, specificity was 96%, and the Kappa coefficient was 75%. The Bland-Altman graphs showed that the between-device difference did not vary as a function of the average of the two devices for systolic blood pressure and was larger in the lower and upper ends for diastolic blood pressure. Given the observed differences in systolic and diastolic blood pressure readings between the two blood pressure measurement approaches, we calibrated NYC HANES 2013-2014 blood pressure data by predicting mercury blood pressure values from LifeSource blood pressure values. The mean systolic and diastolic blood pressure in NYC HANES 2013-2014 were lower when data were calibrated.


Subject(s)
Blood Pressure Determination/instrumentation , Blood Pressure , Adult , Aged , Blood Pressure Determination/standards , Cross-Sectional Studies , Female , Humans , Male , Middle Aged , New York City , Nutrition Surveys , Oscillometry/standards , Sphygmomanometers/standards
3.
Am J Epidemiol ; 187(4): 736-745, 2018 04 01.
Article in English | MEDLINE | ID: mdl-29020137

ABSTRACT

In the present study, we examined the longitudinal associations between residential environmental factors and glycemic control in 182,756 adults with diabetes in New York City from 2007 to 2013. Glycemic control was defined as a hemoglobin A1c (HbA1c) level less than 7%. We constructed residential-level measures and performed principle component analysis to formulate a residential composite score. On the basis of this score, we divided residential areas into quintiles, with the lowest and highest quintiles reflecting the least and most advantaged residential environments, respectively. Several residential-level environmental characteristics, including more advantaged socioeconomic conditions, greater ratio of healthy food outlets to unhealthy food outlets, and residential walkability were associated with increased glycemic control. Individuals who lived continuously in the most advantaged residential areas took less time to achieve glycemic control compared with the individuals who lived continuously in the least advantaged residential areas (9.9 vs. 11.5 months). Moving from less advantaged residential areas to more advantaged residential areas was related to improved diabetes control (decrease in HbA1c = 0.40%, 95% confidence interval: 0.22, 0.55), whereas moving from more advantaged residential areas to less advantaged residential areas was related to worsening diabetes control (increase in HbA1c = 0.33%, 95% confidence interval: 0.24, 0.44). These results show that residential areas with greater resources to support healthy food and residential walkability are associated with improved glycemic control in persons with diabetes.


Subject(s)
Built Environment/statistics & numerical data , Diabetes Mellitus/blood , Food Supply/statistics & numerical data , Glycated Hemoglobin , Residence Characteristics/statistics & numerical data , Age Factors , Aged , Diet, Healthy , Female , Humans , Longitudinal Studies , Male , Middle Aged , New York City/epidemiology , Sex Factors , Social Environment , Socioeconomic Factors , Walking
4.
J Urban Health ; 95(6): 826-831, 2018 12.
Article in English | MEDLINE | ID: mdl-29987771

ABSTRACT

National examination surveys provide trend information on diabetes prevalence, diagnoses, and control. Few localities have access to such information. Using a similar design as the National Health and Nutrition Examination Survey (NHANES), two NYC Health and Nutrition Examination Surveys (NYC HANES) were conducted over a decade, recruiting adults ≥ 20 years using household probability samples (n = 1808 in 2004; n = 1246 in 2013-2014) and physical exam survey methods benchmarked against NHANES. Participants had diagnosed diabetes if told by a health provider they had diabetes, and undiagnosed diabetes if they had no diagnosis but a fasting plasma glucose ≥ 126 mg/dl or A1C ≥ 6.5%. We found that between 2004 and 2014, total diabetes prevalence (diagnosed and undiagnosed) in NYC increased from 13.4 to 16.0% (P = 0.089). In 2013-2014, racial/ethnic disparities in diabetes burden had widened; diabetes was highest among Asians (24.6%), and prevalence was significantly lower among non-Hispanic white adults (7.7%) compared to that among other racial/ethnic groups (P < 0.001). Among adults with diabetes, the proportion of cases diagnosed increased from 68.3 to 77.3% (P = 0.234), and diagnosed cases with very poor control (A1C > 9%), decreased from 26.9 to 18.0% (P = 0.269), though both were non-significant. While local racial/ethnic disparities in diabetes prevalence persist, findings suggest modest improvements in diabetes diagnosis and management.


Subject(s)
Diabetes Mellitus/diagnosis , Diabetes Mellitus/epidemiology , Diabetes Mellitus/therapy , Environmental Monitoring/statistics & numerical data , Health Surveys/statistics & numerical data , Health Surveys/trends , Urban Population/trends , Adult , Aged , Aged, 80 and over , Cities/epidemiology , Female , Forecasting , Humans , Male , Middle Aged , New York City/epidemiology , Prevalence , Urban Population/statistics & numerical data , Young Adult
5.
Curr Diab Rep ; 17(9): 75, 2017 Sep.
Article in English | MEDLINE | ID: mdl-28758173

ABSTRACT

PURPOSE OF REVIEW: Multi-sector partnerships are broadly considered to be of value for diabetes prevention and management. The purpose of this article is to summarize academic and government collaborations focused on diabetes prevention and management. RECENT FINDINGS: Using a narrative review approach, we identified 17 articles describing 10 academic and government partnerships for diabetes management and surveillance. Challenges and gaps in the literature include complexity of diabetes management vis a vis current healthcare infrastructure; a paucity of racial/ethnic diversity in translational efforts; and the time/effort needed to maintain strong relationships across partner institutions. Academic and government partnerships are of value for diabetes prevention and management activities. Acknowledgment that the key priorities of government programming are often costs and feasibility is critical for collaborations to be successful. Future translational efforts of diabetes prevention and management programs should focus on the following: (1) expansion of partnerships between academia and local health departments; (2) increased utilization of implementation science for enhanced and efficient implementation and dissemination; and (3) harnessing of technological advances for data analysis, patient communication, and report generation.


Subject(s)
Academies and Institutes , Cooperative Behavior , Diabetes Mellitus/therapy , Government , Delivery of Health Care , Diabetes Mellitus/epidemiology , Humans , Population Surveillance
6.
MMWR Morb Mortal Wkly Rep ; 65(3): 51-4, 2016 Jan 29.
Article in English | MEDLINE | ID: mdl-26820056

ABSTRACT

The Ebola virus disease (Ebola) outbreak in West Africa has claimed approximately 11,300 lives (1), and the magnitude and course of the epidemic prompted many nonaffected countries to prepare for Ebola cases imported from affected countries. In October 2014, CDC and the Department of Homeland Security (DHS) implemented enhanced entry risk assessment and management at five U.S. airports: John F. Kennedy (JFK) International Airport in New York City (NYC), O'Hare International Airport in Chicago, Newark Liberty International Airport in New Jersey, Hartsfield-Jackson International Airport in Atlanta, and Dulles International Airport in Virginia (2). Enhanced entry risk assessment began at JFK on October 11, 2014, and at the remaining airports on October 16 (3). On October 21, DHS exercised its authority to direct all travelers flying into the United States from an Ebola-affected country to arrive at one of the five participating airports. At the time, the Ebola-affected countries included Guinea, Liberia, Mali, and Sierra Leone. On October 27, CDC issued updated guidance for monitoring persons with potential Ebola virus exposure (4), including recommending daily monitoring of such persons to ascertain the presence of fever or symptoms for a period of 21 days (the maximum incubation period of Ebola virus) after the last potential exposure; this was termed "active monitoring." CDC also recommended "direct active monitoring" of persons with a higher risk for Ebola virus exposure, including health care workers who had provided direct patient care in Ebola-affected countries. Direct active monitoring required direct observation of the person being monitored by the local health authority at least once daily (5). This report describes the operational structure of the NYC Department of Health and Mental Hygiene's (DOHMH) active monitoring program during its first 6 months (October 2014-April 2015) of operation. Data collected on persons who required direct active monitoring are not included in this report.


Subject(s)
Disease Outbreaks/prevention & control , Hemorrhagic Fever, Ebola/epidemiology , Population Surveillance/methods , Travel , Africa, Western/epidemiology , Humans , New York City
7.
Prev Med ; 66: 34-8, 2014 Sep.
Article in English | MEDLINE | ID: mdl-24879890

ABSTRACT

OBJECTIVE: To explore the temporal relationship between 9/11-related posttraumatic stress disorder (PTSD) and new-onset diabetes in World Trade Center (WTC) survivors up to 11 years after the attack in 2001. METHODS: Three waves of surveys (conducted from 2003 to 2012) from the WTC Health Registry cohort collected data on physical and mental health status, sociodemographic characteristics, and 9/11-related exposures. Diabetes was defined as self-reported, physician-diagnosed diabetes reported after enrollment. After excluding prevalent cases, there were 36,899 eligible adult enrollees. Logistic regression and generalized multilevel growth models were used to assess the association between PTSD measured at enrollment and subsequent diabetes. RESULTS: We identified 2143 cases of diabetes. After adjustment, we observed a significant association between PTSD and diabetes in the logistic model [adjusted odds ratio (AOR) 1.28, 95% confidence interval (CI) 1.14-1.44]. Results from the growth model were similar (AOR 1.37, 95% CI 1.23-1.52). CONCLUSION: This exploratory study found that PTSD, a common 9/11-related health outcome, was a risk factor for self-reported diabetes. Clinicians treating survivors of both the WTC attacks and other disasters should be aware that diabetes may be a long-term consequence.


Subject(s)
Diabetes Mellitus, Type 2/etiology , September 11 Terrorist Attacks/psychology , Stress Disorders, Post-Traumatic/complications , Survivors/psychology , Adolescent , Adult , Aged , Cohort Studies , Diabetes Mellitus, Type 2/epidemiology , Female , Health Surveys , Humans , Male , Middle Aged , New York City/epidemiology , Odds Ratio , Registries , Risk Factors , Young Adult
8.
Prev Chronic Dis ; 9: E04, 2012.
Article in English | MEDLINE | ID: mdl-22172171

ABSTRACT

INTRODUCTION: The objective of this study was to describe the prevalence of and factors associated with metabolic syndrome among adult New York City residents. METHODS: The 2004 New York City Health and Nutrition Examination Survey was a population-based, cross-sectional study of noninstitutionalized New York City residents aged 20 years or older. We examined the prevalence of metabolic syndrome and its components as defined by the National Cholesterol Education Program's Adult Treatment Panel III revised guidelines, according to demographic subgroups and comorbid diagnoses in a probability sample of 1,263 participants. We conducted bivariable and multivariable analyses to identify factors associated with metabolic syndrome. RESULTS: The age-adjusted prevalence of metabolic syndrome was 26.7% (95% confidence interval, 23.7%-29.8%). Prevalence was highest among Hispanics (33.9%) and lowest among whites (21.8%). Prevalence increased with age and body mass index and was higher among women (30.1%) than among men (22.9%). More than half (55.4%) of women and 33.0% of men with metabolic syndrome had only 3 metabolic abnormalities, 1 of which was abdominal obesity. The most common combination of metabolic abnormalities was abdominal obesity, elevated fasting blood glucose, and elevated blood pressure. Adjusting for other factors, higher body mass index, Asian race, and current smoking were positively associated with metabolic syndrome; alcohol use was inversely associated with metabolic syndrome among women but increased the likelihood of metabolic syndrome among men. CONCLUSION: Metabolic syndrome is pervasive among New York City adults, particularly women, and is associated with modifiable factors. These results identify population subgroups that could be targeted for prevention and provide a benchmark for assessing such interventions.


Subject(s)
Ethnicity , Metabolic Syndrome/ethnology , Nutrition Surveys/methods , Adult , Confidence Intervals , Female , Humans , Male , New York City/epidemiology , Prevalence , Retrospective Studies , Risk Factors , Sex Distribution , Young Adult
9.
Prev Chronic Dis ; 9: E114, 2012.
Article in English | MEDLINE | ID: mdl-22698175

ABSTRACT

INTRODUCTION: Prevalence and incidence of diabetes among adults are increasing in the United States. The purpose of this study was to estimate the incidence of self-reported diabetes in New York City, examine factors associated with diabetes incidence, and estimate changes in the incidence over time. METHODS: We used data from the New York City Community Health Survey in 2002, 2004, and 2008 to estimate the age-adjusted incidence of self-reported diabetes among 24,384 adults aged 18 years or older. Multiple logistic regression analysis was performed to examine factors associated with incident diabetes. RESULTS: Survey results indicated that the age-adjusted incidence of diabetes per 1,000 population was 9.4 in 2002, 11.9 in 2004, and 8.6 in 2008. In multivariable-adjusted analysis, diabetes incidence was significantly associated with being aged 45 or older, being black or Hispanic, being overweight or obese, and having less than a high school diploma. CONCLUSION: Our results suggest that the incidence of diabetes in New York City may be stabilizing. Age, black race, Hispanic ethnicity, elevated body mass index, and low educational attainment are risk factors for diabetes. Large-scale implementation of prevention efforts addressing obesity and sedentary lifestyle and targeting racial/ethnic minority groups and those with low educational attainment are essential to control diabetes in New York City.


Subject(s)
Diabetes Mellitus/epidemiology , Diabetes Mellitus/psychology , Health Knowledge, Attitudes, Practice , Adolescent , Adult , Aged , Cross-Sectional Studies , Female , Health Knowledge, Attitudes, Practice/ethnology , Humans , Incidence , Logistic Models , Male , Middle Aged , New York City/epidemiology , Obesity/epidemiology , Overweight/epidemiology , Population Surveillance , Residence Characteristics , Risk Factors , Self Report , Smoking/epidemiology , Smoking/psychology , Social Class , Surveys and Questionnaires
10.
Am J Prev Med ; 63(4): 543-551, 2022 10.
Article in English | MEDLINE | ID: mdl-35618547

ABSTRACT

INTRODUCTION: This study assesses the proportion of New York City Medicaid participants diagnosed with type 2 diabetes who did not have any claims for diabetes medication for an entire year and the association between nonuse of diabetes medication and subsequent hospitalizations. METHODS: The 2014‒2016 New York State Medicaid claims data were used for this cohort study. Two types of hospitalizations were examined: all-cause hospitalizations and preventable diabetes hospitalizations. A potential association between medication nonuse and the number of hospitalizations in the following year was assessed using the negative binomial regression model, adjusting for individual- and neighborhood-level factors. The study was conducted in 2019‒2020. RESULTS: Among the 117,183 individuals included in this study, 27.5% did not use any diabetes medication for an entire year. Compared with individuals using oral hypoglycemic medication only, the crude rate of all-cause hospitalizations among individuals who used no medication was approximately twice as high (37,111 vs 19,209 per 100,000 population), and the crude rate of preventable diabetes hospitalizations was almost 3 times as high (1,488 vs 537 per 100,000 population). Adjusting for individual- and neighborhood-level characteristics, medication nonuse was still associated with higher levels of all-cause hospitalizations (incidence rate ratio=1.26; 95% CI=1.21, 1.31) and preventable diabetes hospitalizations (incidence rate ratio=1.66; 95% CI=1.39, 1.99). CONCLUSIONS: Medication use and adherence are important for managing diabetes. However, almost 30% of New York City Medicaid participants with type 2 diabetes had no claims for diabetes medication for an entire year. Significantly higher hospitalization rates among this group warrant attention from providers and policy makers.


Subject(s)
Diabetes Mellitus, Type 2 , Cohort Studies , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/drug therapy , Diabetes Mellitus, Type 2/epidemiology , Hospitalization , Hospitals , Humans , Hypoglycemic Agents/therapeutic use , Medicaid , Medication Adherence , New York City/epidemiology , Retrospective Studies , United States/epidemiology
11.
JAMA Netw Open ; 5(11): e2239661, 2022 11 01.
Article in English | MEDLINE | ID: mdl-36322090

ABSTRACT

Importance: Contact tracing is a core strategy for preventing the spread of many infectious diseases of public health concern. Better understanding of the outcomes of contact tracing for COVID-19 as well as the operational opportunities and challenges in establishing a program for a jurisdiction as large as New York City (NYC) is important for the evaluation of this strategy. Objective: To describe the establishment, scaling, and maintenance of Trace, NYC's contact tracing program, and share data on outcomes during its first 17 months. Design, Setting, and Participants: This cross-sectional study included people with laboratory test-confirmed and probable COVID-19 and their contacts in NYC between June 1, 2020, and October 31, 2021. Trace launched on June 1, 2020, and had a workforce of 4147 contact tracers, with the majority of the workforce performing their jobs completely remotely. Data were analyzed in March 2022. Main Outcomes and Measures: Number and proportion of persons with COVID-19 and contacts on whom investigations were attempted and completed; timeliness of interviews relative to symptom onset or exposure for symptomatic cases and contacts, respectively. Results: Case investigations were attempted for 941 035 persons. Of those, 840 922 (89.4%) were reached and 711 353 (75.6%) completed an intake interview (women and girls, 358 775 [50.4%]; 60 178 [8.5%] Asian, 110 636 [15.6%] Black, 210 489 [28.3%] Hispanic or Latino, 157 349 [22.1%] White). Interviews were attempted for 1 218 650 contacts. Of those, 904 927 (74.3%) were reached, and 590 333 (48.4%) completed intake (women and girls, 219 261 [37.2%]; 47 403 [8.0%] Asian, 98 916 [16.8%] Black, 177 600 [30.1%] Hispanic or Latino, 116 559 [19.7%] White). Completion rates were consistent over time and resistant to changes related to vaccination as well as isolation and quarantine guidance. Among symptomatic cases, median time from symptom onset to intake completion was 4.7 days; a median 1.4 contacts were identified per case. Median time from contacts' last date of exposure to intake completion was 2.3 days. Among contacts, 30.1% were tested within 14 days of notification. Among cases, 27.8% were known to Trace as contacts. The overall expense for Trace from May 6, 2020, through October 31, 2021, was approximately $600 million. Conclusions and Relevance: Despite the complexity of developing a contact tracing program in a diverse city with a population of over 8 million people, in this case study we were able to identify 1.4 contacts per case and offer resources to safely isolate and quarantine to over 1 million cases and contacts in this study period.


Subject(s)
COVID-19 , Contact Tracing , Female , Humans , COVID-19/epidemiology , COVID-19/prevention & control , New York City/epidemiology , Cross-Sectional Studies , Quarantine
12.
J Prim Care Community Health ; 12: 2150132720957448, 2021.
Article in English | MEDLINE | ID: mdl-33622072

ABSTRACT

To design strategies for provider education and implementation of clinical guidelines, this study investigated how physicians (1) approach tobacco cessation, including barriers to screening and treatment, (2) prioritize tobacco cessation, and (3) perceive the role of public health. Semi-structured focus groups were conducted with 30 New York City physicians across specialties. Physicians reported that they: (1) understand risks of smoking, as well as basic counseling and medications for smoking cessation; (2) do not always follow clinical guidelines for treatment of smoking cessation; (3) prioritize treatment of patients based upon a number of criteria; and (4) see the role of public health and the city health department as separate from the clinical environment, despite population-level interventions to reduce smoking. Physicians understand the importance of treating tobacco dependence, but identified barriers to treatment, some of which are health system-related. Further, patients who do not yet present with smoking-related illness may receive less intense interventions.


Subject(s)
Smoking Cessation , Tobacco Use Disorder , Attitude of Health Personnel , Humans , New York City , Nicotiana , Tobacco Use Disorder/prevention & control
13.
J Hum Hypertens ; 34(9): 624-632, 2020 09.
Article in English | MEDLINE | ID: mdl-31712712

ABSTRACT

Among individuals with hypertension, controlling high blood pressure (BP) reduces the risk for cardiovascular events and death. Reducing dietary sodium can help achieve BP control. The study aim was to use a population-based sample utilizing the gold standard for urinary sodium to quantify the degree with which sodium was independently associated with BP control among individuals with hypertension. Participants included 1568 adults from the Heart Follow-Up Study, a New York City population-based representative study conducted in 2010. Participants collected urine for 24 h and had BP and other anthropometrics measured. Hypertension was defined as systolic BP ≥ 140 mmHg, diastolic BP ≥ 90 mmHg, or being on BP lowering medication. Sodium intake (mg/day) was measured from a single 24-h urine collection. Hypertension prevalence was 30.8%. Among those with hypertension, 64.6% were aware, 56.3% were treated, and 40.3% were controlled. Among those treated for hypertension, 73.0% were controlled. Mean sodium intake among those with hypertension was 3564 mg/day. From multivariable adjusted logistic regression models, each 500 mg decrease in 24-h urinary sodium excretion was associated with a 18% higher odds of hypertension control among those with hypertension (1.18, 95% CI: 1.07, 1.30). In New York City, approximately one in three people has hypertension with a majority uncontrolled. Sodium intake among those with hypertension was 55% greater than recommended upper limit of 2300 mg per day. Among individuals with hypertension, lower sodium intake was associated with hypertension control.


Subject(s)
Hypertension , Sodium, Dietary , Adult , Blood Pressure , Female , Follow-Up Studies , Humans , Hypertension/therapy , Male , New York City , Sodium
14.
Diabetes Care ; 43(4): 743-750, 2020 04.
Article in English | MEDLINE | ID: mdl-32132009

ABSTRACT

OBJECTIVE: Self-management education and support are essential for improved diabetes control. A 1-year randomized telephonic diabetes self-management intervention (Bronx A1C) among a predominantly Latino and African American population in New York City was found effective in improving blood glucose control. To further those findings, this current study assessed the intervention's impact in reducing health care utilization and costs over 4 years. RESEARCH DESIGN AND METHODS: We measured inpatient (n = 816) health care utilization for Bronx A1C participants using an administrative data set containing all hospital discharges for New York State from 2006 to 2014. Multilevel mixed modeling was used to assess changes in health care utilization and costs between the telephonic diabetes intervention (Tele/Pr) arm and print-only (PrO) control arm. RESULTS: During follow-up, excess relative reductions in all-cause hospitalizations for the Tele/Pr arm compared with PrO arm were statistically significant for odds of hospital use (odds ratio [OR] 0.89; 95% CI 0.82, 0.97; P < 0.01), number of hospital stays (rate ratio [RR] 0.90; 95% CI 0.81, 0.99; P = 0.04), and hospital costs (RR 0.90; 95% CI 0.84, 0.98; P = 0.01). Reductions in hospital use and costs were even stronger for diabetes-related hospitalizations. These outcomes were not significantly related to changes observed in hemoglobin A1c during individuals' participation in the 1-year intervention. CONCLUSIONS: These results indicate that the impact of the Bronx A1C intervention was not just on short-term improvements in glycemic control but also on long-term health care utilization. This finding is important because it suggests the benefits of the intervention were long-lasting with the potential to not only reduce hospitalizations but also to lower hospital-associated costs.


Subject(s)
Diabetes Mellitus/therapy , Health Care Costs/statistics & numerical data , Patient Acceptance of Health Care/statistics & numerical data , Patient Education as Topic/methods , Self-Management/education , Telephone , Adult , Black or African American/statistics & numerical data , Diabetes Mellitus/blood , Diabetes Mellitus/economics , Diabetes Mellitus/epidemiology , Female , Glycated Hemoglobin/analysis , Glycemic Control/methods , Glycemic Control/standards , Glycemic Control/statistics & numerical data , Hispanic or Latino/statistics & numerical data , Hospital Costs/statistics & numerical data , Humans , Male , Middle Aged , New York City/epidemiology , Self Care/standards , Self Care/statistics & numerical data , Self-Management/statistics & numerical data , Surveys and Questionnaires
15.
Milbank Q ; 87(3): 547-70, 2009 Sep.
Article in English | MEDLINE | ID: mdl-19751279

ABSTRACT

CONTEXT: In December 2005, in characterizing diabetes as an epidemic, the New York City Board of Health mandated the laboratory reporting of hemoglobin A1C laboratory test results. This mandate established the United States' first population-based registry to track the level of blood sugar control in people with diabetes. But mandatory A1C reporting has provoked debate regarding the role of public health agencies in the control of noncommunicable diseases and, more specifically, both privacy and the doctor-patient relationship. METHODS: This article reviews the rationale for adopting the rule requiring the reporting of A1C test results, experience with its implementation, and criticisms raised in the context of the history of public health practice. FINDINGS: For many decades, public health agencies have used identifiable information collected through mandatory laboratory reporting to monitor the population's health and develop programs for the control of communicable and noncommunicable diseases. The registry program sends quarterly patient rosters stratified by A1C level to more than one thousand medical providers, and it also sends letters, on the provider's letterhead whenever possible, to patients at risk of diabetes complications (A1C level >9 percent), advising medical follow-up. The activities of the registry program are similar to those of programs for other reportable conditions and constitute a joint effort between a governmental public health agency and medical providers to improve patients' health outcomes. CONCLUSIONS: Mandatory reporting has proven successful in helping combat other major epidemics. New York City's A1C Registry activities combine both traditional and novel public health approaches to reduce the burden of an epidemic chronic disease, diabetes. Despite criticism that mandatory reporting compromises individuals' right to privacy without clear benefit, the early feedback has been positive and suggests that the benefits will outweigh the potential harms. Further evaluation will provide additional information that other local health jurisdictions may use in designing their strategies to address chronic disease.


Subject(s)
Diabetes Mellitus, Type 2/epidemiology , Glycated Hemoglobin/analysis , Population Surveillance , Registries , Confidentiality , Diabetes Mellitus, Type 2/blood , Humans , New York City/epidemiology , Public Health Practice
17.
Public Health Rep ; 134(4): 404-416, 2019.
Article in English | MEDLINE | ID: mdl-31095441

ABSTRACT

OBJECTIVES: Cardiovascular disease (CVD) is the leading cause of mortality in the United States. The risk for developing CVD is usually calculated and communicated to patients as a percentage. The calculation of heart age-defined as the predicted age of a person's vascular system based on the person's CVD risk factor profile-is an alternative method for expressing CVD risk. We estimated heart age among adults aged 30-74 in New York City and examined disparities in excess heart age by race/ethnicity and sex. METHODS: We applied data from the 2011, 2013, and 2015 New York State Behavioral Risk Factor Surveillance System to the non-laboratory-based Framingham risk score functions to calculate 10-year CVD risk and heart age by sex, race/ethnicity, and selected sociodemographic groups and risk factors. RESULTS: Of 6117 men and women in the study sample, the average heart age was 5.7 years higher than the chronological age, and 2631 (43%) adults had a predicted heart age ≥5 years older than their chronological age. Mean excess heart age increased with age (from 0.7 year among adults aged 30-39 to 11.2 years among adults aged 60-74) and body mass index (from 1.1 year among adults with normal weight to 11.8 years among adults with obesity). Non-Latino white women had the lowest mean excess heart age (2.3 years), and non-Latino black men and women had the highest excess heart age (8.4 years). CONCLUSIONS: Racial/ethnic and sex disparities in CVD risk persist among adults in New York City. Use of heart age at the population level can support public awareness and inform targeted programs and interventions for population subgroups most at risk for CVD.


Subject(s)
Black or African American/statistics & numerical data , Cardiovascular Diseases/epidemiology , Ethnicity/statistics & numerical data , Health Status Disparities , Hispanic or Latino/statistics & numerical data , Hypertension/epidemiology , Obesity/epidemiology , Adult , Age Factors , Aged , Behavioral Risk Factor Surveillance System , Female , Humans , Male , Middle Aged , New York City/epidemiology , Risk Assessment , Risk Factors , Sex Factors , Socioeconomic Factors
18.
Prev Chronic Dis ; 5(2): A48, 2008 Apr.
Article in English | MEDLINE | ID: mdl-18341783

ABSTRACT

INTRODUCTION: Obesity and diabetes have increased rapidly nationwide, yet reliable information on these disease trends in local urban settings is unavailable. We undertook this study to characterize trends in obesity and diagnosed diabetes from 2002 to 2004 among white, black, and Hispanic adult residents of New York City. METHODS: We used data from the Community Health Survey, an annual random-digit-dial telephone survey of approximately 10,000 New York City adults aged 18 years or older, and from the Behavioral Risk Factor Surveillance System, a similar nationwide survey. Main outcome measures were body mass index (BMI), calculated from self-reported height and weight, and self-reported diabetes. RESULTS: In 2 years, the prevalence of obesity increased 17% in New York City, from 19.5% in 2002 to 22.8% in 2004 (P < .0001). The prevalence of diagnosed diabetes also increased 17%, from 8.1% in 2002 to 9.5% in 2004 (P < .01). Nationally, the prevalence of obesity increased by 6% during this same time period (P < .05), and diabetes prevalence did not increase significantly. The median BMI among white adults in New York City was 25.1 kg/m(2), significantly lower than among Hispanics (26.4 kg/m(2)) and blacks (26.6 kg/m(2), P < .05). The prevalence of diabetes increased across all BMI categories. DISCUSSION: The rapid increase in obesity and diabetes in New York City suggests the severity of these twin epidemics and the importance of collecting and analyzing local data for local programming and policy making.


Subject(s)
Diabetes Mellitus/epidemiology , Obesity/epidemiology , Health Surveys , Humans , New York City/epidemiology , Prevalence , Risk , Socioeconomic Factors , Time Factors , Urban Population
19.
Article in English | MEDLINE | ID: mdl-18564697

ABSTRACT

We conducted a household survey among Sa Kaeo residents to characterize self-reported health-seeking behavior for pneumonia and the proportion of individuals who seek care at a hospital to determine the coverage of a surveillance system. A 2-stage cluster sample was used to select households. A case of pneumonia was defined as a self-reported history of cough and difficulty breathing for at least 2 days or being given a diagnosis of pneumonia by a healthcare provider in the 12-month period beginning February 1, 2002, and ending January 31, 2003. Interviewers administered a structured questionnaire that asked about clinical illness and utilization of healthcare services. Among 1,600 households, 5,658 persons were surveyed, of whom 62 persons met the case definition. Of the 59 persons with complete data, 53 (90%, 95% CI: 79-96) sought medical care and 47 (80%, 95% CI: 67-89) sought care at a hospital facility in the province. Neither distance nor cost was reported as a barrier to seeking care. Most individuals with self-reported pneumonia sought care at the hospital level. Population-based surveillance can provide reliable estimates of hospitalized, chest radiograph-confirmed pneumonia in Sa Kaeo if adjustments are made to account for the proportion of individuals who access a hospital where radiologic assessment is available.


Subject(s)
Pneumonia/epidemiology , Adolescent , Adult , Aged , Child , Child, Preschool , Cluster Analysis , Female , Humans , Infant , Male , Middle Aged , Patient Acceptance of Health Care , Pneumonia/diagnosis , Pneumonia/diagnostic imaging , Population Surveillance/methods , Radiography , Rural Health , Sensitivity and Specificity , Socioeconomic Factors , Thailand/epidemiology
20.
Community Dent Oral Epidemiol ; 46(1): 102-108, 2018 02.
Article in English | MEDLINE | ID: mdl-29023928

ABSTRACT

OBJECTIVE: The identification of persons with or at risk for chronic diseases is a new practice paradigm for oral healthcare. Diabetes mellitus (DM) is a chronic disease of particular importance to oral health providers. This study sought to understand healthcare utilization patterns that would support the introduction of this new practice paradigm. METHODS: The primary and oral healthcare utilization patterns of New York City (NYC) adults were assessed using data collected from the 2013 NYC Community Health Survey. We stratified healthcare utilization patterns by type of provider, insurance, DM diagnosis and DM modifiable risk factors. RESULTS: Of 6.4 million NYC adults, an estimated 676 000 (10.5%) reported a previous diagnosis of DM, and 3.9 million (69.5%) were identified with one or more modifiable risk factor for DM. Of these at risk individuals, 2.2 million (58.9%) received dental services in the past 12 months, and 545 000 (14.3%) did not see a primary care provider during the same period. Of the approximately 1.16 million adults without health insurance, an estimated 338 000 (26.2%) had a dental visit only. CONCLUSION: Healthcare utilization patterns in this urban setting suggest that oral healthcare providers can support the identification of patients with and at risk for DM who may otherwise not have the opportunity for screening.


Subject(s)
Dental Care , Diabetes Mellitus/diagnosis , Office Visits , Adolescent , Adult , Age Factors , Aged , Dental Care/methods , Dental Care/statistics & numerical data , Female , Health Surveys , Humans , Insurance, Health/statistics & numerical data , Male , Middle Aged , New York City , Office Visits/statistics & numerical data , Patient Acceptance of Health Care/statistics & numerical data , Risk Factors , Young Adult
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