This commentary explores the critical roles of health equity and ethical considerations in the deployment of artificial intelligence (AI) in public health and medicine. As AI increasingly permeates these fields, it promises substantial benefits but also poses risks that could exacerbate existing disparities and ethical challenges. This commentary delves into the current integration of AI technologies, underscores the importance of ethical social responsibility, and discusses the implications for practice and policy. Recommendations are provided to ensure AI advancements are leveraged responsibly, promoting equitable health outcomes and adhering to rigorous ethical standards across all populations.
{"title":"Health Equity and Ethical Considerations in Using Artificial Intelligence in Public Health and Medicine.","authors":"Irene Dankwa-Mullan","doi":"10.5888/pcd21.240245","DOIUrl":"10.5888/pcd21.240245","url":null,"abstract":"<p><p>This commentary explores the critical roles of health equity and ethical considerations in the deployment of artificial intelligence (AI) in public health and medicine. As AI increasingly permeates these fields, it promises substantial benefits but also poses risks that could exacerbate existing disparities and ethical challenges. This commentary delves into the current integration of AI technologies, underscores the importance of ethical social responsibility, and discusses the implications for practice and policy. Recommendations are provided to ensure AI advancements are leveraged responsibly, promoting equitable health outcomes and adhering to rigorous ethical standards across all populations.</p>","PeriodicalId":51273,"journal":{"name":"Preventing Chronic Disease","volume":"21 ","pages":"E64"},"PeriodicalIF":4.4,"publicationDate":"2024-08-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11364282/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142037654","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Diane Wing, Evilia Jankowski, John Dowling, Tisa Vorce
A toolkit, developed by a multidisciplinary team of national and statewide professionals, was promoted among school nurses in Michigan to support use of the standards of care for asthma in schools. We evaluated the effectiveness of the toolkit to assist school nurses in providing support for students with asthma. We used a multimethod approach to assess use of the toolkit, changes in nursing practices as a result of using the toolkit, and challenges encountered when implementing the standards for asthma care. During a 12-month period, from July 2022 through June 2023, increases in time on web page and monthly page views aligned with efforts to promote toolkit use. School nurses reported using the toolkit and implementing practice changes pertaining to training and education, ensuring proper use of and access to asthma medications, and advocating for self-carry of asthma medications. Challenges to implementing the standards of asthma care were time, parental engagement, institutional support, and identifying students with asthma. We found that our promotional efforts prompted school nurses to access the toolkit, which helped school nurses to effectuate practice changes to improve support for students with asthma in schools.
{"title":"Implementation and Evaluation of a School Nurse Toolkit to Reinforce Best Practices for Asthma Care in Schools.","authors":"Diane Wing, Evilia Jankowski, John Dowling, Tisa Vorce","doi":"10.5888/pcd21.240027","DOIUrl":"10.5888/pcd21.240027","url":null,"abstract":"<p><p>A toolkit, developed by a multidisciplinary team of national and statewide professionals, was promoted among school nurses in Michigan to support use of the standards of care for asthma in schools. We evaluated the effectiveness of the toolkit to assist school nurses in providing support for students with asthma. We used a multimethod approach to assess use of the toolkit, changes in nursing practices as a result of using the toolkit, and challenges encountered when implementing the standards for asthma care. During a 12-month period, from July 2022 through June 2023, increases in time on web page and monthly page views aligned with efforts to promote toolkit use. School nurses reported using the toolkit and implementing practice changes pertaining to training and education, ensuring proper use of and access to asthma medications, and advocating for self-carry of asthma medications. Challenges to implementing the standards of asthma care were time, parental engagement, institutional support, and identifying students with asthma. We found that our promotional efforts prompted school nurses to access the toolkit, which helped school nurses to effectuate practice changes to improve support for students with asthma in schools.</p>","PeriodicalId":51273,"journal":{"name":"Preventing Chronic Disease","volume":"21 ","pages":"E63"},"PeriodicalIF":4.4,"publicationDate":"2024-08-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11364280/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142037655","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Geospatial Analysis of the Social Determinants of Health of Participants of a Diabetes Management Program to Evaluate Enrollment of Vulnerable Populations.","authors":"Samantha Kanny, William Cummings, Patricia Carbajales, Janet Evatt, Windsor Westbrook Sherrill","doi":"10.5888/pcd21.240068","DOIUrl":"10.5888/pcd21.240068","url":null,"abstract":"","PeriodicalId":51273,"journal":{"name":"Preventing Chronic Disease","volume":"21 ","pages":"E62"},"PeriodicalIF":4.4,"publicationDate":"2024-08-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11364279/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142037653","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Janice C Probst, Nicholas Yell, Gabriel A Benavidez, Mary Katherine McNatt, Teri Browne, Laura Herbert, Whitney E Zahnd, Elizabeth Crouch
Introduction: Poorly controlled diabetes is a principal cause of end stage renal disease (ESRD), generating an estimated 44% of new cases. Diabetes self-management education and support (DSMES) has been documented to reduce adverse outcomes such as ESRD. Helping patients better manage their condition could ultimately reduce ESRD prevalence.
Methods: We compared the county-level availability of DSMES and dialysis as of November 2022 sorted by the estimated prevalence of diabetes among residents aged 18 years or older. The locations of DSMES programs and ESRD dialysis facilities were obtained from 2 professional organizations and the Centers for Medicare & Medicade Services. Estimated diabetes prevalence was obtained from the Centers for Disease Control and Prevention's PLACES data set. Counties were considered to have high diabetes prevalence if they fell into the top quartile for diabetes prevalence in 2019 (≥14.4% of adults). Analyses were conducted in 2023.
Results: DSMES was available in 41.0% of counties but in only 20.7% of counties with high diabetes prevalence versus 47.9% of low prevalence counties. Dialysis facilities were present in 59.2% of all counties, in 52.8% of all high diabetes prevalence counties, and in 61.4% of other counties. DSMES availability was linked to the presence of a hospital in the county, with only 6.3% of counties without a hospital offering the service.
Implications: DSMES could play a role in reducing the prevalence of ESRD. Public health professionals need to be aware of the differing levels of local availability of this service and work to develop partnerships to provide DSMES in high-prevalence areas not currently served.
{"title":"Dialysis More Available Than Patient Education in Counties With High Diabetes Prevalence.","authors":"Janice C Probst, Nicholas Yell, Gabriel A Benavidez, Mary Katherine McNatt, Teri Browne, Laura Herbert, Whitney E Zahnd, Elizabeth Crouch","doi":"10.5888/pcd21.240052","DOIUrl":"10.5888/pcd21.240052","url":null,"abstract":"<p><strong>Introduction: </strong>Poorly controlled diabetes is a principal cause of end stage renal disease (ESRD), generating an estimated 44% of new cases. Diabetes self-management education and support (DSMES) has been documented to reduce adverse outcomes such as ESRD. Helping patients better manage their condition could ultimately reduce ESRD prevalence.</p><p><strong>Methods: </strong>We compared the county-level availability of DSMES and dialysis as of November 2022 sorted by the estimated prevalence of diabetes among residents aged 18 years or older. The locations of DSMES programs and ESRD dialysis facilities were obtained from 2 professional organizations and the Centers for Medicare & Medicade Services. Estimated diabetes prevalence was obtained from the Centers for Disease Control and Prevention's PLACES data set. Counties were considered to have high diabetes prevalence if they fell into the top quartile for diabetes prevalence in 2019 (≥14.4% of adults). Analyses were conducted in 2023.</p><p><strong>Results: </strong>DSMES was available in 41.0% of counties but in only 20.7% of counties with high diabetes prevalence versus 47.9% of low prevalence counties. Dialysis facilities were present in 59.2% of all counties, in 52.8% of all high diabetes prevalence counties, and in 61.4% of other counties. DSMES availability was linked to the presence of a hospital in the county, with only 6.3% of counties without a hospital offering the service.</p><p><strong>Implications: </strong>DSMES could play a role in reducing the prevalence of ESRD. Public health professionals need to be aware of the differing levels of local availability of this service and work to develop partnerships to provide DSMES in high-prevalence areas not currently served.</p>","PeriodicalId":51273,"journal":{"name":"Preventing Chronic Disease","volume":"21 ","pages":"E60"},"PeriodicalIF":4.4,"publicationDate":"2024-08-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11329104/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141989504","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
This study sought to identify COVID-19 and influenza vaccination rates and barriers among people with asthma. The Asthma and Allergy Foundation of America (AAFA) conducted an online survey from April to May in 2022 among a convenience sample of 350 individuals with asthma. Most survey respondents reported that they had received an influenza vaccine for the 2021-2022 flu season (77%) and at least 1 dose of a COVID-19 vaccine (87%). Age, gender, race and ethnicity, and household income were significantly associated with influenza vaccination. Age and urban-rural classification were associated with COVID-19 vaccination. Access issues were not commonly reported as vaccination barriers, highlighting educational opportunities.
{"title":"2024 Public Health Actions to Reduce the Burden of Asthma: Influenza and COVID-19 Vaccination Uptake Among People with Asthma.","authors":"Hannah Jaffee, Sanaz Eftekhari, Melanie Carver","doi":"10.5888/pcd21.240058","DOIUrl":"10.5888/pcd21.240058","url":null,"abstract":"<p><p>This study sought to identify COVID-19 and influenza vaccination rates and barriers among people with asthma. The Asthma and Allergy Foundation of America (AAFA) conducted an online survey from April to May in 2022 among a convenience sample of 350 individuals with asthma. Most survey respondents reported that they had received an influenza vaccine for the 2021-2022 flu season (77%) and at least 1 dose of a COVID-19 vaccine (87%). Age, gender, race and ethnicity, and household income were significantly associated with influenza vaccination. Age and urban-rural classification were associated with COVID-19 vaccination. Access issues were not commonly reported as vaccination barriers, highlighting educational opportunities.</p>","PeriodicalId":51273,"journal":{"name":"Preventing Chronic Disease","volume":"21 ","pages":"E59"},"PeriodicalIF":4.4,"publicationDate":"2024-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11318950/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141908258","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Ara Jo, Sarina Parikh, Nathalie Sawczuk, Kea Turner, Young-Rock Hong
Introduction: Diabetes is a common comorbidity among people with cancer. The objective of our study was to examine patterns of health care use among patients with cancer and either type 2 diabetes or prediabetes.
Methods: We used data from the National Health and Nutrition Examination Survey (NHANES) for 2017-2020. The study population included US adults aged 18 years or older who were diagnosed with any cancer and type 2 diabetes or prediabetes (established by self-report and/or hemoglobin A1c measurement). We used Poisson and multivariate logistic regression models to determine the effect of comorbidity on health care use, defined as health care visits and overnight stays in a hospital.
Results: Of 905 cancer patients representing 27,180,715 people in the US, 24.4% had a type 2 diabetes diagnosis, and 25.8% had a prediabetes diagnosis. Patients with cancer and prediabetes had a significantly higher rate of health care visits (incidence rate ratio = 1.11; 95% CI, 1.01-1.22; P = .03) than patients with cancer only. We found no significant association between having cancer and type 2 diabetes and the number of health care visits or overnight hospital stays compared with patients with cancer only.
Conclusion: More emphasis should be placed on optimal care coordination among people with cancer and other conditions, such as diabetes and prediabetes, to reduce the impact of comorbidity on health care use. Interventions integrated with technology to provide timely access to education on preventing or managing diabetes and prediabetes among cancer patients are warranted.
{"title":"Health Care Use Among Cancer Patients With Diabetes, National Health and Nutrition Examination Survey, 2017-2020.","authors":"Ara Jo, Sarina Parikh, Nathalie Sawczuk, Kea Turner, Young-Rock Hong","doi":"10.5888/pcd21.240066","DOIUrl":"10.5888/pcd21.240066","url":null,"abstract":"<p><strong>Introduction: </strong>Diabetes is a common comorbidity among people with cancer. The objective of our study was to examine patterns of health care use among patients with cancer and either type 2 diabetes or prediabetes.</p><p><strong>Methods: </strong>We used data from the National Health and Nutrition Examination Survey (NHANES) for 2017-2020. The study population included US adults aged 18 years or older who were diagnosed with any cancer and type 2 diabetes or prediabetes (established by self-report and/or hemoglobin A<sub>1c</sub> measurement). We used Poisson and multivariate logistic regression models to determine the effect of comorbidity on health care use, defined as health care visits and overnight stays in a hospital.</p><p><strong>Results: </strong>Of 905 cancer patients representing 27,180,715 people in the US, 24.4% had a type 2 diabetes diagnosis, and 25.8% had a prediabetes diagnosis. Patients with cancer and prediabetes had a significantly higher rate of health care visits (incidence rate ratio = 1.11; 95% CI, 1.01-1.22; P = .03) than patients with cancer only. We found no significant association between having cancer and type 2 diabetes and the number of health care visits or overnight hospital stays compared with patients with cancer only.</p><p><strong>Conclusion: </strong>More emphasis should be placed on optimal care coordination among people with cancer and other conditions, such as diabetes and prediabetes, to reduce the impact of comorbidity on health care use. Interventions integrated with technology to provide timely access to education on preventing or managing diabetes and prediabetes among cancer patients are warranted.</p>","PeriodicalId":51273,"journal":{"name":"Preventing Chronic Disease","volume":"21 ","pages":"E58"},"PeriodicalIF":4.4,"publicationDate":"2024-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11318949/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141908259","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Sarah Conderino, John Dodson, Yuchen Meng, Mark G Weiner, Catherine Rabin, Wilson Jacobs, Parampreet Bakshi, Melissa Lee, Jenny Uguru, Lorna E Thorpe
We characterized comorbidity profiles and cardiometabolic risk factors among older adults with multiple chronic conditions (MCCs) in New York City using an intersectionality approach. Electronic health record data were obtained from the INSIGHT Clinical Research Network on 367,901 New York City residents aged 50 years or older with MCCs. Comorbidity profiles were heterogeneous. The most common profile across sex and racial and ethnic groups was co-occurring hypertension and hyperlipidemia; prevalence of these 2 conditions differed across groups (4.7%-7.3% co-occurrence alone, 65.1%-88.0% with other conditions). Significant sex and racial and ethnic differences were observed, which may reflect accumulated disparities in risk factors and health care access across the life course.
{"title":"Descriptive Epidemiology of New York City Older Adult Patients With Multiple Chronic Conditions.","authors":"Sarah Conderino, John Dodson, Yuchen Meng, Mark G Weiner, Catherine Rabin, Wilson Jacobs, Parampreet Bakshi, Melissa Lee, Jenny Uguru, Lorna E Thorpe","doi":"10.5888/pcd21.230444","DOIUrl":"10.5888/pcd21.230444","url":null,"abstract":"<p><p>We characterized comorbidity profiles and cardiometabolic risk factors among older adults with multiple chronic conditions (MCCs) in New York City using an intersectionality approach. Electronic health record data were obtained from the INSIGHT Clinical Research Network on 367,901 New York City residents aged 50 years or older with MCCs. Comorbidity profiles were heterogeneous. The most common profile across sex and racial and ethnic groups was co-occurring hypertension and hyperlipidemia; prevalence of these 2 conditions differed across groups (4.7%-7.3% co-occurrence alone, 65.1%-88.0% with other conditions). Significant sex and racial and ethnic differences were observed, which may reflect accumulated disparities in risk factors and health care access across the life course.</p>","PeriodicalId":51273,"journal":{"name":"Preventing Chronic Disease","volume":"21 ","pages":"E56"},"PeriodicalIF":4.4,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11318948/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141876611","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Evaluation can ensure the quality of public health programs. Systematic efforts to identify and fully engage everyone involved with or affected by a program can provide critical information about asthma programs and the broader environment in which they operate. To assist evaluators working at programs funded by the Centers for Disease Control and Prevention (CDC's) National Asthma Control Program (NACP), we developed a package of tools that build on the CDC's 1999 Framework for Program Evaluation in Public Health. The resulting suite of evaluation tools guides evaluators through a structured but flexible process, engaging a diverse array of interest holders and actively involving them in evaluation planning and implementation, all while strengthening their capacity to meaningfully contribute to the evaluation process. For our newest tool, our team reviewed the recent evaluation literature to create an enhanced version of the 1999 framework that describes important elements of professional evaluation practice. Although the original framework describes the steps to take in conducting an evaluation and the standards for a high-quality evaluation, our enhanced framework includes an explanation of how evaluators should approach their work: by incorporating critical reflection, interpersonal competence, situational awareness, and cultural responsiveness. In this article, we highlight many of the evaluation resources our team has created since the NACP's inception, culminating in a free e-text called Planting the Seeds of High-Quality Program Evaluation in Public Health. Public health professionals working in many types of programs - not just asthma - may find these resources useful.
评估可以确保公共卫生计划的质量。通过系统性的工作来识别并充分调动与项目有关或受项目影响的每个人,可以提供有关哮喘项目及其运行环境的重要信息。为了帮助由美国疾病控制与预防中心(CDC)的国家哮喘控制项目(NACP)资助的项目的评估人员,我们在美国疾病控制与预防中心 1999 年公共卫生项目评估框架的基础上开发了一套工具。这套评估工具指导评估人员通过一个结构化但灵活的过程,让不同的利益相关者参与进来,并让他们积极参与评估规划和实施,同时加强他们的能力,为评估过程做出有意义的贡献。对于我们的最新工具,我们的团队回顾了最近的评估文献,创建了 1999 年框架的增强版,该框架描述了专业评估实践的重要因素。尽管最初的框架描述了开展评估的步骤和高质量评估的标准,但我们的增强版框架包括了对评估人员应如何开展工作的解释:通过纳入批判性反思、人际交往能力、情景意识和文化响应能力。在这篇文章中,我们重点介绍了自 NACP 成立以来,我们的团队所创建的许多评估资源,最终形成了一份免费的电子文本,名为《在公共卫生领域播下高质量项目评估的种子》(Planting the Seeds of High-Quality Program Evaluation in Public Health)。从事多种类型项目(不仅仅是哮喘项目)的公共卫生专业人员可能会发现这些资源非常有用。
{"title":"Evaluation Resources for Asthma Programs and Beyond.","authors":"Samuel Dunklin, Sarah Gill, Maureen Wilce","doi":"10.5888/pcd21.240035","DOIUrl":"10.5888/pcd21.240035","url":null,"abstract":"<p><p>Evaluation can ensure the quality of public health programs. Systematic efforts to identify and fully engage everyone involved with or affected by a program can provide critical information about asthma programs and the broader environment in which they operate. To assist evaluators working at programs funded by the Centers for Disease Control and Prevention (CDC's) National Asthma Control Program (NACP), we developed a package of tools that build on the CDC's 1999 Framework for Program Evaluation in Public Health. The resulting suite of evaluation tools guides evaluators through a structured but flexible process, engaging a diverse array of interest holders and actively involving them in evaluation planning and implementation, all while strengthening their capacity to meaningfully contribute to the evaluation process. For our newest tool, our team reviewed the recent evaluation literature to create an enhanced version of the 1999 framework that describes important elements of professional evaluation practice. Although the original framework describes the steps to take in conducting an evaluation and the standards for a high-quality evaluation, our enhanced framework includes an explanation of how evaluators should approach their work: by incorporating critical reflection, interpersonal competence, situational awareness, and cultural responsiveness. In this article, we highlight many of the evaluation resources our team has created since the NACP's inception, culminating in a free e-text called Planting the Seeds of High-Quality Program Evaluation in Public Health. Public health professionals working in many types of programs - not just asthma - may find these resources useful.</p>","PeriodicalId":51273,"journal":{"name":"Preventing Chronic Disease","volume":"21 ","pages":"E57"},"PeriodicalIF":4.4,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11318951/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141876612","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Introduction: Asthma is a chronic condition with a high prevalence and cost of care among children and adolescents. While previous research described the association of sociodemographic factors with childhood asthma prevalence, there is limited knowledge of these factors' association with medical expenditures. In this study, we examined disparities in treated asthma prevalence and medical expenditures among US children and adolescents.
Methods: Using nationally representative data from the 2016-2021 Medical Expenditures Panel Survey, we conducted a cross-sectional study of 2,365 children and adolescents (aged 0-17 y) with treated asthma compared with 40,497 children and adolescents without treated asthma. Treated asthma was defined as whether the child or adolescent had a medical event (emergency department visit, hospital inpatient stay, hospital outpatient visit, office-based medical visit, home health, and/or prescribed medicines) due to asthma. We controlled for sociodemographic factors of race and ethnicity, age, sex, health insurance coverage, family poverty status, and census region. We used 2-part models and generalized linear models to estimate annual per-person incremental medical expenditures associated with asthma.
Results: Children and adolescents with treated asthma were more likely than those without treated asthma to be non-Hispanic Black or Hispanic, male, and publicly insured. Children and adolescents with treated asthma had $3,362.56 in additional annual medical expenditures, of which $174.06 was out-of-pocket, compared with children and adolescents without treated asthma. The additional expenditures included $955.96 for prescribed medicines, $151.52 for emergency department visits, and $858.17 for office-based medical visits. Non-Hispanic Black children with treated asthma had significantly lower total ($2,721.28) and office-based visit expenditures ($803.19) than non-Hispanic White children with treated asthma.
Conclusion: Disparities among children and adolescents in the US persist in treated asthma prevalence and associated medical expenditures by sociodemographic factors.
{"title":"Sociodemographic Factors of Asthma Prevalence and Costs Among Children and Adolescents in the United States, 2016-2021.","authors":"Nianyang Wang, Tursynbek Nurmagambetov","doi":"10.5888/pcd21.230449","DOIUrl":"10.5888/pcd21.230449","url":null,"abstract":"<p><strong>Introduction: </strong>Asthma is a chronic condition with a high prevalence and cost of care among children and adolescents. While previous research described the association of sociodemographic factors with childhood asthma prevalence, there is limited knowledge of these factors' association with medical expenditures. In this study, we examined disparities in treated asthma prevalence and medical expenditures among US children and adolescents.</p><p><strong>Methods: </strong>Using nationally representative data from the 2016-2021 Medical Expenditures Panel Survey, we conducted a cross-sectional study of 2,365 children and adolescents (aged 0-17 y) with treated asthma compared with 40,497 children and adolescents without treated asthma. Treated asthma was defined as whether the child or adolescent had a medical event (emergency department visit, hospital inpatient stay, hospital outpatient visit, office-based medical visit, home health, and/or prescribed medicines) due to asthma. We controlled for sociodemographic factors of race and ethnicity, age, sex, health insurance coverage, family poverty status, and census region. We used 2-part models and generalized linear models to estimate annual per-person incremental medical expenditures associated with asthma.</p><p><strong>Results: </strong>Children and adolescents with treated asthma were more likely than those without treated asthma to be non-Hispanic Black or Hispanic, male, and publicly insured. Children and adolescents with treated asthma had $3,362.56 in additional annual medical expenditures, of which $174.06 was out-of-pocket, compared with children and adolescents without treated asthma. The additional expenditures included $955.96 for prescribed medicines, $151.52 for emergency department visits, and $858.17 for office-based medical visits. Non-Hispanic Black children with treated asthma had significantly lower total ($2,721.28) and office-based visit expenditures ($803.19) than non-Hispanic White children with treated asthma.</p><p><strong>Conclusion: </strong>Disparities among children and adolescents in the US persist in treated asthma prevalence and associated medical expenditures by sociodemographic factors.</p>","PeriodicalId":51273,"journal":{"name":"Preventing Chronic Disease","volume":"21 ","pages":"E54"},"PeriodicalIF":4.4,"publicationDate":"2024-07-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11318947/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141762493","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}