Last data update: Apr 29, 2024. (Total: 46658 publications since 2009)
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NHAMCS has been a trusted source of data for healthcare disparities research since 1992
Schappert SM , Santo L , Ward BW , Ashman JJ , DeFrances CJ . Public Health Nurs 2023 40 (6) 811-812 The National Center for Health Statistics (NCHS) conducts the National Hospital Ambulatory Medical Care Survey (NHAMCS), a national probability sample survey of visits to U.S. hospital emergency departments (EDs). NCHS staff recently became aware of a Brief Report published in the July 2022 issue of Public Health Nursing (Marye, 2022) which claimed that healthcare disparities research was limited with NHAMCS data; however, the report included inaccuracies about the survey and its data that should be clarified. NHAMCS has been conducted annually since 1992 and has been used for decades to understand the provision of ambulatory medical care at hospitals, as well as disparities in this care. A brief search in the PubMed® database returns hundreds of peer-reviewed research manuscripts using NHAMCS data, with at least 40 focusing on healthcare disparities. Furthermore, NHAMCS continues to be used in various U.S. government reports that focus on health care and health disparities (Agency for Healthcare Research and Quality, 2022; National Center for Health Statistics, 2023). |
National Center for Health Statistics Data presentation standards for proportions
Parker JD , Talih M , Malec DJ , Beresovsky V , Carroll M , Gonzalez JF , Hamilton BE , Ingram DD , Kochanek K , McCarty F , Moriarity C , Shimizu I , Strashny A , Ward BW . Vital Health Stat 2 2017 (175) 1-22 The National Center for Health Statistics (NCHS) disseminates information on a broad range of health topics through diverse publications. These publications must rely on clear and transparent presentation standards that can be broadly and efficiently applied. Standards are particularly important for large, cross-cutting reports where estimates cannot be individually evaluated and indicators of precision cannot be included alongside the estimates. This report describes the NCHS Data Presentation Standards for Proportions. The multistep NCHS Data Presentation Standards for Proportions are based on a minimum denominator sample size and on the absolute and relative widths of a confidence interval calculated using the Clopper-Pearson method. Proportions (usually multiplied by 100 and expressed as percentages) are the most commonly reported estimates in NCHS reports. |
Reasons office-based physicians in the United States recommend common complementary health approaches to patients: An exploratory study using a national survey
Stussman BJ , Nahin RL , Barnes PM , Scott R , Feinberg T , Ward BW . J Integr Complement Med 2022 28 (8) 651-663 Objective: To examine the reasons why office-based physicians do or do not recommend four selected complementary health approaches to their patients in the context of the Andersen Behavioral Model. Design: Descriptive estimates of physician-level data from the 2012 National Ambulatory Medical Care Survey (NAMCS) Physician Induction Interview, a nationally representative survey of office-based physicians (N = 5622, weighted response rate = 59.7%). Setting/Location: The United States. Outcome measures: Reasons for the recommendation or lack thereof to patients for: herbs and other non-vitamin supplements, chiropractic/osteopathic manipulation, acupuncture, and mind-body therapies (including meditation, guided imagery, and progressive relaxation). Differences by physician sex and medical specialty were described. Results: For each of the four complementary health approaches, more than half of the physicians who made recommendations indicated that they were influenced by scientific evidence in peer-reviewed journals (ranging from 52.0% for chiropractic/osteopathic manipulation [95% confidence interval, CI = 47.6-56.3] to 71.3% for herbs and other non-vitamin supplements [95% CI = 66.9-75.4]). More than 60% of all physicians recommended each of the four complementary health approaches because of patient requests. A higher percentage of female physicians reported evidence in peer-reviewed journals as a rationale for recommending herbs and non-vitamin supplements or chiropractic/osteopathic manipulation when compared with male physicians (herbs and non-vitamin supplements: 78.8% [95% CI = 72.4-84.3] vs. 66.6% [95% CI = 60.8-72.2]; chiropractic/osteopathic manipulation: 62.3% [95% CI = 54.7-69.4] vs. 47.5% [95% CI = 42.3-52.7]). For each of the four complementary health approaches, a lack of perceived benefit was the most frequently reported reason by both sexes for not recommending. Lack of information sources was reported more often by female versus male physicians as a reason to not recommend herbs and non-vitamin supplements (31.4% [95% CI = 26.8-36.3] vs. 23.4% [95% CI = 21.0-25.9]). Conclusions: There are limited nationally representative data on the reasons as to why office-based physicians decide to recommend complementary health approaches to patients. Developing a more nuanced understanding of influencing factors in physicians' decision making regarding complementary health approaches may better inform researchers and educators, and aid physicians in making evidence-based recommendations for patients. |
COVID-19 Pandemic Impact on the National Health Care Surveys.
Ward BW , Sengupta M , DeFrances CJ , Lau DT . Am J Public Health 2021 111 (12) 2141-2148 While underscoring the need for timely, nationally representative data in ambulatory, hospital, and long-term-care settings, the COVID-19 pandemic posed many challenges to traditional methods and mechanisms of data collection. To continue generating data from health care and long-term-care providers and establishments in the midst of the COVID-19 pandemic, the National Center for Health Statistics had to modify survey operations for several of its provider-based National Health Care Surveys, including quickly adding survey questions that captured the experiences of providing care during the pandemic. With the aim of providing information that may be useful to other health care data collection systems, this article presents some key challenges that affected data collection activities for these national provider surveys, as well as the measures taken to minimize the disruption in data collection and to optimize the likelihood of disseminating quality data in a timely manner. (Am J Public Health. 2021;111(12):2141-2148. https://doi.org/10.2105/AJPH.2021.306514). |
Alcohol Screening and Brief Intervention: Office-Based Primary Care Physicians, U.S., 2015-2016
Green PP , Cummings NA , Ward BW , McKnight-Eily LR . Am J Prev Med 2021 62 (2) 219-226 INTRODUCTION: In 2013, the U.S. Preventive Services Task Force again recommended alcohol misuse screening and provision of brief behavioral counseling interventions to those engaged in risky drinking for all adults aged ≥18 years in primary care. This report presents national estimates of the provision of alcohol screening and brief intervention by U.S. primary care physicians, the screening methods, and the resources they identified as helpful in implementing alcohol/substance screening and intervention in primary care settings. METHODS: Data included 876 self-identified primary care physicians from the Physician Induction Interview portion of the 2015-2016 National Ambulatory Medical Care Survey, an annual nationally representative sample survey of nonfederal, office-based physicians in the U.S., encompassing all the 50 states and the District of Columbia. Descriptive estimates (annualized percentages) of alcohol misuse screening were generated for selected primary care physician characteristics. Estimates of how primary care physicians reported screening, the frequency of brief intervention, and resources identified as helpful in the implementation of screening/intervention procedures were also generated. Two-tailed significance tests were used to determine the differences between the compared groups. Data analyses were conducted in 2019-2020. RESULTS: In total, 71.7% of office-based primary care physicians reported screening patients for alcohol misuse. Statistically significant differences in screening were observed geographically and by provider specialty. CONCLUSIONS: Less than 40% of primary care physicians who screened patients for alcohol misuse reported always intervening with patients who screened positive for risky alcohol use. Collection of data on resources that primary care physicians report as being helpful for alcohol/substance screening and intervention implementation may be useful in continuous improvement efforts. |
Measuring Multimorbidity: Selecting the Right Instrument for the Purpose and the Data Source
Suls J , Bayliss EA , Berry J , Bierman AS , Chrischilles EA , Farhat T , Fortin M , Koroukian SM , Quinones A , Silber JH , Ward BW , Wei M , Young-Hyman D , Klabunde CN . Med Care 2021 59 (8) 743-756 BACKGROUND: Adults have a higher prevalence of multimorbidity-or having multiple chronic health conditions-than having a single condition in isolation. Researchers, health care providers, and health policymakers find it challenging to decide upon the most appropriate assessment tool from the many available multimorbidity measures. OBJECTIVE: The objective of this study was to describe a broad range of instruments and data sources available to assess multimorbidity and offer guidance about selecting appropriate measures. DESIGN: Instruments were reviewed and guidance developed during a special expert workshop sponsored by the National Institutes of Health on September 25-26, 2018. RESULTS: Workshop participants identified 4 common purposes for multimorbidity measurement as well as the advantages and disadvantages of 5 major data sources: medical records/clinical assessments, administrative claims, public health surveys, patient reports, and electronic health records. Participants surveyed 15 instruments and 2 public health data systems and described characteristics of the measures, validity, and other features that inform tool selection. Guidance on instrument selection includes recommendations to match the purpose of multimorbidity measurement to the measurement approach and instrument, review available data sources, and consider contextual and other related constructs to enhance the overall measurement of multimorbidity. CONCLUSIONS: The accuracy of multimorbidity measurement can be enhanced with appropriate measurement selection, combining data sources and special considerations for fully capturing multimorbidity burden in underrepresented racial/ethnic populations, children, individuals with multiple Adverse Childhood Events and older adults experiencing functional limitations, and other geriatric syndromes. The increased availability of comprehensive electronic health record systems offers new opportunities not available through other data sources. |
Computerized capability of office-based physicians to identify patients who need preventive or follow-up care - United States, 2017
Ogburn DF , Ward BW , Ward A . MMWR Morb Mortal Wkly Rep 2020 69 (44) 1622-1624 Preventive care or follow-up care have the potential to improve health outcomes, reduce disease in the population, and decrease health care costs in the long-term (1). Approximately one half of persons in the United States receive general recommended preventive services (2,3). Missed physician appointments can hinder the receipt of needed health care (4). With electronic health record (EHR) systems able to improve interaction and communication between patients and providers (5), electronic reminders are used to decrease missed care. These reminders can improve various types of preventive and follow-up care, such as immunizations (6) and cancer screening (7); however, computerized capability must exist to make use of these reminders. To examine this capability among U.S. office-based physicians, data from the National Electronic Health Records Survey (NEHRS) for 2017, the most recent data available, were analyzed. An estimated 64.7% of office-based physicians had computerized capability to identify patients who were due for preventive or follow-up care, with 72.9% of primary care physicians and 71.4% of physicians with an EHR system having this capability compared with surgeons (54.8%), nonprimary care physicians (58.5%), and physicians without an EHR system (23.4%). Having an EHR system is associated with the ability to send electronic reminders to increase receipt of preventive or follow-up care, which has been shown to improve patient health outcomes (8). |
Prevalence of multiple chronic conditions among US adults, 2018
Boersma P , Black LI , Ward BW . Prev Chronic Dis 2020 17 E106 This analysis provides prevalence estimates of diagnosed single and multiple (≥2) chronic conditions among the noninstitutionalized, civilian US adult population. Data from the 2018 National Health Interview Survey (NHIS) were used to estimate percentages for US adults by selected demographic characteristics. More than half (51.8%) of adults had at least 1 of 10 selected diagnosed chronic conditions (arthritis, cancer, chronic obstructive pulmonary disease, coronary heart disease, current asthma, diabetes, hepatitis, hypertension, stroke, and weak or failing kidneys), and 27.2% of US adults had multiple chronic conditions. |
Physician specialty and office visits made by adults with diagnosed multiple chronic conditions: United States, 2014-2015
Ward BW , Myrick KL , Cherry DK . Public Health Rep 2020 135 (3) 33354920913005 OBJECTIVES: Adults with multiple chronic conditions (MCCs; >/=2 chronic conditions) account for a substantial number of visits to health care providers. The complexity of a patient's care, including the number of chronic conditions, may differ by physician specialty. The objectives of this study were to (1) examine differences in physician office visits among adults with MCCs by physician specialty and (2) identify the types of MCC dyads (combinations of 2 chronic conditions) most common among visits to office-based physicians. METHODS: We used data from the 2014-2015 National Ambulatory Medical Care Survey (unweighted analytic sample, n = 61 682), a nationally representative survey of physician office-based ambulatory visits, to examine differences in physician office visits among adults with MCCs by physician specialty. We also identified the most commonly observed MCC dyads among these visits. RESULTS: During 2014-2015, 40.0% of physician office visits were made by adults with MCCs. Compared with visits for all specialties combined (40.0%), a significantly higher percentage of physician office visits among adults with MCCs were to specialists in cardiovascular disease (74.7%) and internal medicine (57.6%). For all physician specialties except psychiatry, the MCC dyads of hyperlipidemia and hypertension and diabetes and hypertension were among the most commonly observed MCC dyads among visits made by adults with MCCs. CONCLUSIONS: Awareness of these findings may help specialists improve care for adults with MCCs. The recognition among physicians of common MCC dyads is relevant to the care management of persons with MCCs. |
Antineoplastic drugs prescription during visits by adult cancer patients with comorbidities: findings from the 2010-2016 National Ambulatory Medical Care Survey
Santo L , Ward BW , Rui P , Ashman JJ . Cancer Causes Control 2020 31 (4) 353-363 PURPOSE: Cancer treatment may be affected by comorbidities; however, studies are limited. The purpose of this study is to examine the frequency of comorbidities at visits by patients with breast, prostate, colorectal, and lung cancer and to estimate frequency of a prescription for antineoplastic drugs being included in the treatment received at visits by patients with cancer and concomitant comorbidities. METHODS: We used nationally representative data on visits to office-based physicians from the 2010-2016 National Ambulatory Medical Care Survey and selected visits by adults with breast, prostate, colorectal, or lung cancer (n = 4,672). Nineteen comorbid conditions were examined. Descriptive statistics were calculated for visits by cancer patients with 0, 1, and >/= 2 comorbidities. RESULTS: From 2010-2016, a total of 10.2 million physician office visits were made annually by adult patients with breast, prostate, colorectal, or lung cancer. Among US visits by adult patients with breast, prostate, colorectal, or lung cancer, 56.3% were by patients with >/= 1 comorbidity. Hypertension was the most frequently observed comorbidity (37.7%), followed by hyperlipidemia (19.0%) and diabetes (12.3%). Antineoplastic drugs were prescribed in 33.5% of the visits and prescribed at a lower percentage among visits by cancer patients with COPD (21.3% versus 34.3% of visits by cancer patients without COPD) and heart disease (22.7% versus 34.2% of visits by cancer patients without heart disease). CONCLUSION: Our study provides information about comorbidities in cancer patients being treated by office-based physicians in an ambulatory setting. |
kg_nchs: A command for Korn-Graubard confidence intervals and National Center for Health Statistics' Data Presentation Standards for Proportions
Ward BW . Stata J 2019 19 (3) 510-522 In August 2017 the National Center for Health Statistics (NCHS), part of the U.S. Federal Statistical System, published new standards for determining the reliability of proportions estimated using their data. These standards require an individual to take the Korn-Graubard confidence interval (CI), along with CI widths, sample size, and degrees of freedom, to assess reliability of a proportion and determine if it can be presented. The assessment itself involves determining if several conditions are met. This manuscript presents kg_nchs, a postestimation command that is used following svy: proportion. It allows Stata users to (a) calculate the Korn-Graubard CI and associated statistics used in applying the NCHS presentation standards for proportions, and (b) display a series of three dichotomous flags that show if the standards are met. The empirical examples provided show how kg_nchs can be used to easily apply the standards and prevent Stata users from needing to perform manual calculations. While developed for NCHS survey data, this command can also be used with data that stems from any survey with a complex sample design. |
U.S. physician recommendations to their patients about the use of complementary health approaches
Stussman BJ , Nahin RR , Barnes PM , Ward BW . J Altern Complement Med 2019 26 (1) 25-33 Objective: There are no nationally representative studies using a probability sample that have been published examining whether physicians recommend complementary health approaches (CHAs) to their patients, as previous research has focused only on selected medical specialties or a particular U.S. region. This article fills a void in the current literature for robust data on recommendations for CHAs by office-based physicians in the United States. Design: Descriptive statistics and multivariable regression analyses of physician-level data were from the 2012 Physician Induction Interview of the National Ambulatory Medical Care Survey (NAMCS PII), a nationally representative survey of office-based physicians. Weighted response rate among eligible physicians sampled for the 2012 NAMCS PII was 59.7%. Setting/Location: United States. Outcome measures: Recommendations by physicians to their patients for any CHA, and individual CHAs: massage therapy, herbs/nonvitamin supplements, chiropractic/osteopathic manipulation, yoga, acupuncture, and mind-body therapies. Differences in recommendations by physician demographic characteristics were identified. Results: Massage therapy was the most commonly recommended CHA (30.4%), followed by chiropractic/osteopathic manipulation (27.1%), herbs/nonvitamin supplements (26.5%), yoga (25.6%), and acupuncture (22.4%). The most commonly recommended CHAs by general/family practice physicians were chiropractic/osteopathic manipulation (54.0%) and massage therapy (52.6%). Of all U.S. physicians, 53.1% recommended at least one CHA to patients during the previous 12 months. Multivariable analyses found physician's sex, race, specialty, and U.S. region to be significant predictors of CHA recommendations. Female physicians were more likely than male physicians to recommend massage therapy (adjusted odds ratio [aOR] = 1.76, 95% confidence interval [CI] = 1.40-2.20), herbs/nonvitamin supplements (aOR = 1.85, 95% CI = 1.46-2.35), yoga (aOR = 2.16, 95% CI = 1.70-2.75), acupuncture (aOR = 1.65, 95% CI = 1.27-2.13), and mind-body therapies (aOR = 2.63, 95% CI = 2.02-3.41) to patients. Psychiatrists (aOR = 0.13, 95% CI = 0.07-0.23), OB/GYNs (aOR = 0.38, 95% CI = 0.24-0.60), and pediatricians (aOR = 0.26, 95% CI = 0.18-0.38) were all less likely to recommend chiropractic/osteopathic manipulation than general and family practitioners. Conclusions: Overall, more than half of office-based physicians recommended at least one CHA to their patients. Female physicians recommended every individual CHA at a higher rate than male physicians except for chiropractic and osteopathic manipulation. These findings may enable consumers, physicians, and medical schools to better understand potential differences in use of CHAs with patients. |
Prevalence, recognition of work-relatedness, and effect on work of low back pain among U.S. workers
Luckhaupt SE , Dahlhamer JM , Gonzales GT , Lu ML , Groenewold M , Sweeney MH , Ward BW . Ann Intern Med 2019 171 (4) 301-304 This is the prepublication, author-produced version of a manuscript accepted for publication in Annals of Internal Medicine. This version does not include post-acceptance editing and formatting. The American College of Physicians, the publisher of Annals of Internal Medicine, is not responsible for the content or presentation of the author-produced accepted version of the manuscript or any version that a third party derives from it. Readers who wish to access the definitive published version of this manuscript and any ancillary material related to this manuscript (e.g., correspondence, corrections, editorials, linked articles) should go to Annals.org or to the print issue in which the article appears. Those who cite this manuscript should cite the published version, as it is the official version of record. |
Analytic errors in analysis of public health survey data are avoidable
Ward BW . Prev Chronic Dis 2018 15 E43 Data from surveys are an invaluable resource for health research, and using correct statistical techniques is important when analyzing public health survey data to produce accurate findings that can inform policy and program decision-making. Yet, as a peer reviewer of scientific journals, I regularly find that many studies that analyze survey data used inappropriate methods of estimation, known as analytic error (1,2). Some examples of these errors include not applying data weights, overlooking complex survey design, and not properly subsetting data when analyzing subpopulations. Initially I found this surprising, as by the time a study is under review at a journal, multiple parties (eg, researchers, peer reviewers, journal editorial boards) have had an opportunity to identify these analytic errors. |
Association of birthplace and coronary heart disease and stroke among US adults: National Health Interview Survey, 2006 to 2014
Fang J , Yuan K , Gindi RM , Ward BW , Ayala C , Loustalot F . J Am Heart Assoc 2018 7 (7) BACKGROUND: The proportion of foreign-born US adults has almost tripled since 1970. However, less is known about the cardiovascular morbidity by birthplace among adults residing in the United States. This study's objective was to compare the prevalence of coronary heart disease (CHD) and stroke among US adults by birthplace. METHODS AND RESULTS: We used data from the 2006 to 2014 National Health Interview Survey. Birthplace was categorized as United States or foreign born. Foreign born was then grouped into 6 birthplace regions. We defined CHD and stroke as ever being told by a physician that she or he had CHD or stroke. We adjusted for select demographic and health characteristics in the analysis. Of US adults, 16% were classified as foreign born. Age-standardized prevalence of both CHD and stroke were higher among US- than foreign-born adults (CHD: 8.2% versus 5.5% for men and 4.8% versus 4.1% for women; stroke: 2.7% versus 2.1% for men and 2.7% versus 1.9% for women; all P<0.05). Comparing individual regions with those of US- born adults, CHD prevalence was lower among foreign-born adults from Asia and Mexico, Central America, or the Caribbean. For stroke, although men from South America or Africa had the lowest prevalence, women from Europe had the lowest prevalence. Years of living in the United States was not related to risk of CHD or stroke after adjustment with demographic and health characteristics. CONCLUSIONS: Overall, foreign-born adults residing in the United States had a lower prevalence of CHD and stroke than US-born adults. However, considerable heterogeneity of CHD and stroke risk was found by region of birth. |
Sleep duration, sleep quality, and sexual orientation: findings from the 2013-2015 National Health Interview Survey
Galinsky AM , Ward BW , Joestl SS , Dahlhamer JM . Sleep Health 2018 4 (1) 56-62 INTRODUCTION: This study identifies associations between sleep outcomes and sexual orientation net of sociodemographic and health-related characteristics, and produces estimates generalizable to the US adult population. PARTICIPANTS/METHODS: We used 2013-2015 National Health Interview Survey data (46,909 men; 56,080 women) to examine sleep duration and quality among straight, gay/lesbian, and bisexual US adults. Sleep duration was measured as meeting National Sleep Foundation age-specific recommendations for hours of sleep per day. Sleep quality was measured by 4 indicators: having trouble falling asleep, having trouble staying asleep, taking medication to help fall/stay asleep (all >/=4 times in the past week), and having woken up not feeling well rested (>/=4 days in the past week). RESULTS: In the adjusted models, there were no differences by sexual orientation in the likelihood of meeting National Sleep Foundation recommendations for sleep duration. For sleep quality, gay men were more likely to have trouble falling asleep, to use medication to help fall/stay asleep, and to wake up not feeling well rested relative to both straight and bisexual men. Gay/lesbian women were more likely to have trouble staying asleep and to use medication to help fall/stay asleep relative to straight women. Finally, bisexual women were more likely to have trouble falling and staying asleep relative to straight women. CONCLUSIONS: Sexual minority women and gay men report poorer sleep quality compared with their straight counterparts. |
Sexual orientation and health information technology use: A nationally representative study of U.S. adults
Dahlhamer JM , Galinsky AM , Joestl SS , Ward BW . LGBT Health 2017 4 (2) 121-129 PURPOSE: The purpose of this study was to compare the prevalence and odds of participation in online health-related activities among lesbian, gay, and bisexual adults and straight adults aged 18-64. METHODS: Primary data collected in the 2013 and 2014 National Health Interview Survey, a nationally representative household health survey, were used to examine associations between sexual orientation and four measures of health information technology (HIT) use. Data were collected through face-to-face interviews (some telephone follow-up) with 54,878 adults aged 18-64. RESULTS: Compared with straight men, both gay and bisexual men had higher odds of using computers to schedule appointments with healthcare providers, and using email to communicate with healthcare providers. Gay men also had significantly higher odds of seeking health information or participating in a health-related chat group on the Internet, and using computers to fill a prescription. No significant associations were observed between sexual orientation and HIT use among women in the multivariate analysis. CONCLUSIONS: Gay and bisexual men make greater use of HIT than their straight counterparts. Additional research is needed to determine the causal factors behind these group differences in the use of online healthcare, as well as the health implications for each group. |
Measuring the prevalence of diagnosed chronic obstructive pulmonary disease in the United States using data from the 2012-2014 National Health Interview Survey
Ward BW , Nugent CN , Blumberg SJ , Vahratian A . Public Health Rep 2017 132 (2) 33354916688197 OBJECTIVES: This study, measuring the prevalence of chronic obstructive pulmonary disease (COPD), examined (1) whether a single survey question asking explicitly about diagnosed COPD is sufficient to identify US adults with COPD and (2) how this measure compares with estimating COPD prevalence using survey questions on diagnosed emphysema and/or chronic bronchitis and all 3 survey questions together. METHODS: We used data from the 2012-2014 National Health Interview Survey to examine different measures of prevalence among 7211 US adults who reported a diagnosed respiratory condition (ie, emphysema, chronic bronchitis, and/or COPD). RESULTS: We estimated a significantly higher prevalence of COPD by using a measure accounting for all 3 diagnoses (6.1%; 95% CI, 5.9%-6.3%) than by using a measure of COPD diagnosis only (3.0%; 95% CI, 2.8%-3.1%) or a measure of emphysema and/or chronic bronchitis diagnoses (4.7%; 95% CI, 4.6%-4.9%). This pattern was significant among all subgroups examined except for non-Hispanic Asian adults. The percentage difference between measures of COPD was larger among certain subgroups (adults aged 18-39, Hispanic adults, and never smokers); additional analyses showed that this difference resulted from a large proportion of adults in these subgroups reporting a diagnosis of chronic bronchitis only. CONCLUSIONS: With the use of self- or patient-reported health survey data such as the National Health Interview Survey, it is recommended that a measure asking respondents only about COPD diagnosis is not adequate for estimating the prevalence of COPD. Instead, a measure accounting for diagnoses of emphysema, chronic bronchitis, and/or COPD may be a better measure. Additional analyses should explore the reliability and validation of survey questions related to COPD, with special attention toward questions on chronic bronchitis. |
Prevalence of inflammatory bowel disease among adults aged ≥18 years - United States, 2015
Dahlhamer JM , Zammitti EP , Ward BW , Wheaton AG , Croft JB . MMWR Morb Mortal Wkly Rep 2016 65 (42) 1166-1169 Crohn's disease and ulcerative colitis, collectively known as inflammatory bowel disease (IBD), are characterized by chronic inflammation of the gastrointestinal tract (1). IBD has been associated with poor quality of life and extensive morbidity and often results in complications requiring hospitalizations and surgical procedures (2-4). Most previous studies of IBD have used administrative claims data or data collected from limited geographic areas to demonstrate increases in estimated prevalence of IBD within the United States (5,6). Few national prevalence estimates of IBD among adults based on large, nationally representative data sources exist, and those that do tend to be based on older data. For example, the most recent national study used 1999 National Health Interview Survey (NHIS) data and estimated that 1.8 million (0.9%) U.S. adults had IBD (7). To examine the prevalence of IBD among the civilian, noninstitutionalized U.S. adult population, data from the 2015 NHIS were analyzed. Overall, an estimated 3.1 million, or 1.3%, of U.S. adults have received a diagnosis of IBD. Within population subgroups, a higher prevalence of IBD was identified among adults aged ≥45 years, Hispanics, non-Hispanic whites, and adults with less than a high school level of education, not currently employed, born in the United States, living in poverty, or living in suburban areas. The use of a nationally representative data source such as the NHIS to estimate the prevalence of IBD overall and by population subgroups is important to understand the burden of IBD on the U.S. health care system. |
State and regional prevalence of diagnosed multiple chronic conditions among adults aged ≥18 Years - United States, 2014
Ward BW , Black LI . MMWR Morb Mortal Wkly Rep 2016 65 (29) 735-8 The prevalence and care management of multiple (two or more) chronic conditions (MCC) are important public health concerns (1). Approximately 25% of U.S. adults have diagnoses of MCC (2). Care management of MCC presents a challenge to both patients and providers because of the substantial costs associated with treating more than one condition and the traditional care strategies that focus on single conditions as opposed to enhanced care coordination (3,4). Maintaining surveillance, targeting service delivery, and projecting resources are all important to meet this challenge, and these actions can be informed by identifying state and other regional variations in MCC prevalence (5,6). Data from the 2014 National Health Interview Survey (NHIS) were used to estimate prevalence of MCC (defined as two or more of 10 diagnosed chronic conditions) for each U.S. state and region by age and sex. Significant state and regional variation in MCC prevalence was found, with state-level estimates ranging from 19.0% in Colorado to 38.2% in Kentucky. MCC prevalence also varied by region, ranging from 21.4% in the Pacific region to 34.5% in the East South Central region. The prevalence of MCC was higher among women than among men within certain U.S. regions, and was higher in older persons in all regions. Such findings further the research and surveillance objectives stated in the U.S. Department of Health and Human Services (HHS) publication, Multiple Chronic Conditions: A Strategic Framework (1). Furthermore, geographic disparities in MCC prevalence can inform state-level surveillance programs and groups targeting service delivery or allocating resources for MCC prevention activities. |
Barriers to health care among adults identifying as sexual minorities: A US national study
Dahlhamer JM , Galinsky AM , Joestl SS , Ward BW . Am J Public Health 2016 106 (6) e1-e7 OBJECTIVES: To assess the extent to which lesbian, gay, and bisexual (LGB) adults aged 18 to 64 years experience barriers to health care. METHODS: We used 2013 National Health Interview Survey data on 521 gay or lesbian (291 men, 230 women), 215 bisexual (66 men, 149 women), and 25 149 straight (11 525 men, 13 624 women) adults. Five barrier-to-care outcomes were assessed (delayed or did not receive care because of cost, did not receive specific services because of cost, delayed care for noncost reasons, trouble finding a provider, and no usual source of care). RESULTS: Relative to straight adults, gay or lesbian and bisexual adults had higher odds of delaying or not receiving care because of cost. Bisexual adults had higher odds of delaying care for noncost reasons, and gay men had higher odds than straight men of reporting trouble finding a provider. By contrast, gay or lesbian women had lower odds of delaying care for noncost reasons than straight women. Bisexual women had higher odds than gay or lesbian women of reporting 3 of the 5 barriers investigated. CONCLUSIONS: Members of sexual minority groups, especially bisexual women, are more likely to encounter barriers to care than their straight counterparts. |
The 1994-1995 National Health Interview Survey on Disability (NHIS-D): A bibliography of 20 years of research
Ward BW , Ridolfo H , Creamer L , Gray C . Rev Disabil Stud 2015 11 (2) 1-22 The 1994-1995 National Health Interview Survey on Disability (NHIS-D) has been one of the most unique and important data sources for studying disability, impairment, and health in the United States. In celebration of the NHIS-D's twenty-year anniversary, we created an extensive bibliography (n=212) of research that has used these data. |
Selected diagnosed chronic conditions by sexual orientation: A national study of US Adults, 2013
Ward BW , Joestl SS , Galinsky AM , Dahlhamer JM . Prev Chronic Dis 2015 12 E192 INTRODUCTION: Research is needed on chronic health conditions among lesbian, gay, and bisexual populations. The objective of this study was to examine 10 diagnosed chronic conditions, and multiple (≥2) chronic conditions (MCC), by sexual orientation among US adults. METHODS: The 2013 National Health Interview Survey was used to generate age-adjusted prevalence rates and adjusted odds ratios of diagnosed chronic conditions and MCC for civilian, noninstitutionalized US adults who identified as gay/lesbian, straight, or bisexual, and separately for men and women. Chronic conditions were selected for this study on the basis of previous research. RESULTS: Hypertension and arthritis were the most prevalent conditions for all groups. Gay/lesbian adults had a 4.7 percentage-point higher prevalence of cancer than bisexual adults, and a 5.6 percentage-point higher prevalence of arthritis and a 2.9 percentage point higher prevalence of hepatitis than straight adults. The prevalence of chronic obstructive pulmonary disease was 8.1 percentage points higher among bisexual adults than among gay/lesbian adults and 7.0 percentage points higher than among straight adults. These differences remained in the multivariate analyses. Additional differences were found in the sex-stratified analyses. No significant differences were found in MCC by sexual orientation. CONCLUSION: After age adjustment and controlling for sociodemographic characteristics, only a few significant health disparities for diagnosed chronic conditions were found by sexual orientation, and none for MCC. However, for conditions where differences were found, magnitudes were relatively large. Further examination of these differences among gay/lesbian and bisexual adults could yield a better understanding of why these disparities exist. |
Multiple chronic conditions and labor force outcomes: a population study of U.S. adults
Ward BW . Am J Ind Med 2015 58 (9) 943-54 BACKGROUND: Although 1-in-5 adults have multiple (≥2) chronic conditions, limited attention has been given to the association between multiple chronic conditions and employment. METHODS: Cross-sectional data (2011 National Health Interview Survey) and multivariate regression analyses were used to examine the association among multiple chronic conditions, employment, and labor force outcomes for U.S. adults aged 18-64 years, controlling for covariates. RESULTS: Among U.S. adults aged 18-64 years (unweighted, n = 25,458), having multiple chronic conditions reduced employment probability by 11-29%. Some individual chronic conditions decreased employment probability. Among employed adults (unweighted, n = 16,096), having multiple chronic conditions increased the average number of work days missed due to injury/illness in the past year by 3-9 days. CONCLUSIONS: Multiple chronic conditions are a barrier to employment and increase the number of work days missed, placing affected individuals at a financial disadvantage. Researchers interested in examining consequences of multiple chronic conditions should give consideration to labor force outcomes. |
Use of low-dose aspirin as secondary prevention of atherosclerotic cardiovascular disease in US adults (from the National Health Interview Survey, 2012)
Fang J , George MG , Gindi RM , Hong Y , Yang Q , Ayala C , Ward BW , Loustalot F . Am J Cardiol 2015 115 (7) 895-900 Current guidelines recommend that adults with atherosclerotic cardiovascular disease take low-dose aspirin or other antiplatelet medications as secondary prevention of recurrent cardiovascular events. Yet, no national level assessment of low-dose aspirin use for secondary prevention of cardiovascular disease has been reported in a community-based population. Using data from the 2012 National Health Interview Survey, we assessed low-dose aspirin use in those with atherosclerotic cardiovascular disease. We estimated the prevalence ratios of low-dose aspirin use, adjusting for sociodemographic status, health insurance, and cardiovascular risk factors. In those with atherosclerotic cardiovascular disease (n = 3,068), 76% had been instructed to take aspirin and 88% of those were following this advice. Of those not advised, 11% took aspirin on their own. Overall, 70% were taking aspirin (including those who followed their health care provider's advice and those who were not advised but took aspirin on their own). Logistic regression models showed that women, non-Hispanic blacks and Hispanics, those aged 40 to 64 years, with a high school education or with some college, or with fewer cardiovascular disease risk factors were less likely to take aspirin than men, non-Hispanic whites, those aged ≥65 years, with a college education or higher, or with all 4 selected cardiovascular disease risk factors, respectively. Additional analyses conducted in those with coronary heart disease only (n = 2,007) showed similar patterns. In conclusion, use of low-dose aspirin for secondary prevention was 70%, with high reported adherence to health care providers' advice to take low-dose aspirin (88%) and significant variability within subgroups. |
Multiple chronic conditions among US adults: a 2012 update
Ward BW , Schiller JS , Goodman RA . Prev Chronic Dis 2014 11 E62 The objective of this research was to update earlier estimates of prevalence rates of single chronic conditions and multiple (>2) chronic conditions (MCC) among the noninstitutionalized, civilian US adult population. Data from the 2012 National Health Interview Survey (NHIS) were used to generate estimates of MCC for US adults and by select demographic characteristics. Approximately half (117 million) of US adults have at least one of the 10 chronic conditions examined (ie, hypertension, coronary heart disease, stroke, diabetes, cancer, arthritis, hepatitis, weak or failing kidneys, current asthma, or chronic obstructive pulmonary disease [COPD]). Furthermore, 1 in 4 adults has MCC. |
Mortality risks associated with average drinking level and episodic heavy drinking
Schoenborn CA , Stommel M , Ward BW . Subst Use Misuse 2014 49 (10) 1250-8 Data from the 1997 to 2004 National Health Interview Survey Sample Adult questionnaires were linked to the National Death Index (N = 242,397) to examine mortality risks associated with average and episodic heavy drinking. Cox proportional hazard models (Stata 12.0) revealed that (average) heavier drinkers and episodic heavy drinkers (5+ in a day) had increased mortality risks but when examined together, episodic heavy drinking added only modestly to the mortality risks of light and moderate drinkers. Limitations and implications of results for survey measurement of potentially harmful levels of alcohol use are noted. This was a Federal study that received no outside funding. |
Health insurance status and psychological distress among US adults aged 18-64 Years
Ward BW , Martinez ME . Stress Health 2014 31 (4) 324-35 The purpose of this research was to examine the relationship between psychological distress and aspects of health insurance status, including lack of coverage, types of coverage and disruption in coverage, among US adults. Data from the 2001-2010 National Health Interview Survey were used to conduct analyses representative of the US adult population aged 18-64 years. Multivariate analyses regressed psychological distress on health insurance status while controlling for covariates. Adults with private or no health insurance coverage had lower levels of psychological distress than those with public/other coverage. Adults who recently (≤1 year) experienced a change in health insurance status had higher levels of distress than those who had not recently experienced a change. An interaction effect indicated that the relationship between recent change in health insurance status and distress was not dependent on whether an adult had private versus public/other coverage. However, for adults who had not experienced a change in status in the past year, the average absolute level of distress is higher among those with no coverage versus private coverage. Although significant relationships between psychological distress and health insurance status were identified, their strength was modest, with other demographic and health condition covariates also being potential sources of distress. |
The prevalence of selected potentially hazardous workplace exposures in the US: findings from the 2010 National Health Interview Survey
Calvert GM , Luckhaupt SE , Sussell A , Dahlhamer JM , Ward BW . Am J Ind Med 2013 56 (6) 635-46 OBJECTIVE: Assess the national prevalence of current workplace exposure to potential skin hazards, secondhand smoke (SHS), and outdoor work among various industry and occupation groups. Also, assess the national prevalence of chronic workplace exposure to vapors, gas, dust, and fumes (VGDF) among these groups. METHODS: Data were obtained from the 2010 National Health Interview Survey (NHIS). NHIS is a multistage probability sample survey of the civilian non-institutionalized population of the US. Prevalence rates and their variances were calculated using SUDAAN to account for the complex NHIS sample design. RESULTS: The data for 2010 were available for 17,524 adults who worked in the 12 months that preceded interview. The highest prevalence rates of hazardous workplace exposures were typically in agriculture, mining, and construction. The prevalence rate of frequent handling of or skin contact with chemicals, and of non-smokers frequently exposed to SHS at work was highest in mining and construction. Outdoor work was most common in agriculture (85%), construction (73%), and mining (65%). Finally, frequent occupational exposure to VGDF was most common among mining (67%), agriculture (53%), and construction workers (51%). CONCLUSION: We identified industries and occupations with the highest prevalence of potentially hazardous workplace exposures, and provided targets for investigation and intervention activities. |
Prevalence of multiple chronic conditions among US adults: estimates from the National Health Interview Survey, 2010
Ward BW , Schiller JS . Prev Chronic Dis 2013 10 E65 Preventing and ameliorating chronic conditions has long been a priority in the United States; however, the increasing recognition that people often have multiple chronic conditions (MCC) has added a layer of complexity with which to contend. The objective of this study was to present the prevalence of MCC and the most common MCC dyads/triads by selected demographic characteristics. We used respondent-reported data from the 2010 National Health Interview Survey (NHIS) to study the US adult civilian noninstitutionalized population aged 18 years or older (n=27,157). We categorized adults as having 0 to 1, 2 to 3, or 4 or more of the following chronic conditions: hypertension, coronary heart disease, stroke, diabetes, cancer, arthritis, hepatitis, weak or failing kidneys, chronic obstructive pulmonary disease, or current asthma. We then generated descriptive estimates and tested for significant differences. Twenty-six percent of adults have MCC; the prevalence of MCC has increased from 21.8% in 2001 to 26.0% in 2010. The prevalence of MCC significantly increased with age, was significantly higher among women than men and among non-Hispanic white and non-Hispanic black adults than Hispanic adults. The most common dyad identified was arthritis and hypertension, and the combination of arthritis, hypertension, and diabetes was the most common triad. The findings of this study contribute information to the field of MCC research. The NHIS can be used to identify population subgroups most likely to have MCC and potentially lead to clinical guidelines for people with more common MCC combinations. |
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