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1.
Rev Saude Publica ; 58: 40, 2024.
Article in English | MEDLINE | ID: mdl-39258706

ABSTRACT

OBJECTIVE: To analyze the time trend of sweetened beverages consumption among Brazilian adults in 26 capitals and the Federal District, from 2007 to 2021, with focus on the most recent period (2015 to 2021). METHODS: Data from the Sistema de Vigilância de Fatores de Risco e Proteção para Doenças Crônicas por Inquérito Telefônico (Vigitel - Surveillance System of Risk and Protection Factors for Chronic Diseases by Telephone Survey)were used to conduct a time-series analysis (n = 731,683). The prevalence of regular consumption (five or more days/week), average daily consumption (milliliters) and nonconsumption of sweetened beverages were analyzed. Prais-Winsten regression models were used to calculate temporal trends of the indicators for the complete set of the evaluated population and by sociodemographic characteristics (sex, age group, schooling and development level of the geographic region of residence). RESULTS: Between 2007 and 2021, a reduction in the prevalence of regular consumption (-1.23 pp/year) and daily average consumption (-8.62 milliliters/year) of sweetened beverages was observed. However, between 2015 and 2021, this downward trend did not continue. The prevalence of adults who reported not consuming sweetened beverages increased (1.14 pp/year, for 2007-21), although this trend was not significant in the most recent period. CONCLUSIONS: The consumption of sweetened beverages among Brazilian adults decreased in the 15 years studied. However, this reduction was not observed more recently, suggesting that further actions must be adopted in the country so that the trend observed in the total period is maintained.


Subject(s)
Socioeconomic Factors , Sugar-Sweetened Beverages , Humans , Brazil/epidemiology , Adult , Male , Female , Middle Aged , Young Adult , Sugar-Sweetened Beverages/statistics & numerical data , Adolescent , Time Factors , Sociodemographic Factors , Aged , Prevalence
2.
BMC Public Health ; 24(1): 2514, 2024 Sep 16.
Article in English | MEDLINE | ID: mdl-39285358

ABSTRACT

BACKGROUND: This paper focuses on the period from 2019 to 2021 and investigates the factors associated with the high prevalence of C-section deliveries in South India. We also examine the nuanced patterns, socio-demographic associations, and spatial dynamics underlying C-section choices in this region. A cross-sectional study was conducted using large nationally representative survey data. METHODS: National Family Health Survey data (NFHS) from 2019 to 2021 have been used for the analysis. Bayesian Multilevel and Geospatial Analysis have been used as statistical methods. RESULTS: Our analysis reveals significant regional disparities in C-section utilization, indicating potential gaps in healthcare access and socio-economic influences. Maternal age at childbirth, educational attainment, healthcare facility type size of child at birth and ever pregnancy termination are identified as key determinants of method of C-section decisions. Wealth index and urban residence also play pivotal roles, reflecting financial considerations and access to healthcare resources. Bayesian multilevel analysis highlights the need for tailored interventions that consider individual household, primary sampling unit (PSU) and district-level factors. Additionally, spatial analysis identifies regions with varying C-section rates, allowing policymakers to develop targeted strategies to optimize maternal and neonatal health outcomes and address healthcare disparities. Spatial autocorrelation and hotspot analysis further elucidate localized influences and clustering patterns. CONCLUSION: In conclusion, this research underscores the complexity of C-section choices and calls for evidence-based policies and interventions that promote equitable access to quality maternal care in South India. Stakeholders must recognize the multifaceted nature of healthcare decisions and work collaboratively to ensure more balanced and effective healthcare practices in the region.


Subject(s)
Bayes Theorem , Cesarean Section , Spatial Analysis , Humans , India/epidemiology , Cross-Sectional Studies , Female , Cesarean Section/statistics & numerical data , Pregnancy , Adult , Young Adult , Adolescent , Socioeconomic Factors , Multilevel Analysis , Health Services Accessibility/statistics & numerical data , Healthcare Disparities/statistics & numerical data , Sociodemographic Factors
3.
Front Endocrinol (Lausanne) ; 15: 1445679, 2024.
Article in English | MEDLINE | ID: mdl-39296718

ABSTRACT

Background: The National Academy of Medicine has formally identified transgender adults as an understudied population in critical need of health research. While national surveys, like the US Transgender survey, have characterized higher rates of depression, anxiety, suicidality and socioeconomic need in the transgender community, studies have not examined the impact of sociodemographic and clinical characteristics on mental health related outcomes. Objective: To describe the sociodemographic and mental health characteristics of transgender adults seen at a large Midwest transgender clinic and to determine factors associated with self-reported mental health conditions. Methods: Descriptive, retrospective, cross-sectional study of new transgender patients 18 years and older seen at a large Midwest transgender clinic between December 2019 and June 2022. Results: A total of 482 charts were reviewed. During their initial evaluation, 11.6% (56/482) reported having a history of suicide attempt and 81.3% (392/482) reported a mental health diagnosis with the most common being depression, anxiety, attention deficit disorder, and post-traumatic stress disorder. Multivariable logistic regression results show no single factor was significantly associated with mental health diagnosis after adjusting for the effect of age and race. Patients who were new to gender affirming hormone therapy (54%, 254/468) are 2.0 (95% CI 1.4-2.9) times more likely to report having a mental health care provider than patients who were seen for continuation of therapy (46%, 214/468). Ten records with race not disclosed, 3 records with gender identity "other" and 2 records with gender identity not disclosed were excluded from analysis. Conclusion: This study reinforces the finding that transgender adults have an increased lifetime prevalence of mental health conditions. The higher prevalence of mental health conditions in our clinic was not associated with sociodemographic factors included in the study. Furthermore, transgender patients are less likely to have seen mental healthcare providers after initiation of gender affirming hormone therapy.


Subject(s)
Tertiary Care Centers , Transgender Persons , Humans , Transgender Persons/psychology , Transgender Persons/statistics & numerical data , Male , Adult , Female , Cross-Sectional Studies , Retrospective Studies , Middle Aged , Young Adult , Mental Disorders/epidemiology , Sociodemographic Factors , Adolescent , Mental Health , Suicide, Attempted/statistics & numerical data , Suicide, Attempted/psychology , Midwestern United States/epidemiology
4.
Front Public Health ; 12: 1391094, 2024.
Article in English | MEDLINE | ID: mdl-39296841

ABSTRACT

Objective: The aim of this study was to determine hospital clinical staff' health-promoting lifestyle behaviors, and explore associations between nurse demographic factors and lifestyle behaviors. Methods: This cross-sectional investigation focused on the clinical personnel employed at hospitals associated with Baqiyatullah University. A sample of 341 clinical staff of hospitals was collected using convenience sampling. In this study, the questionnaire of Health Promoting Lifestyle Profile II (HPLP-II) was used to assess health-promoting behaviors. Results: In the present study, the mean HPLP score was 131 ± 23. The score of health-promoting behaviors was significantly higher in the nursing major (p = 0.029). Also, a difference was found between the major and the subscales of health responsibility (p = 0.000), stress management (p = 0.004), physical activity (p = 0.004) and nutrition (p = 0.001). The score of health responsibility, stress management, physical activity and nutrition subscales was higher in nursing. There was a significant relationship between education and stress management (p = 0.033) and physical activity subscales (p = 0.001). The physical activity score was also higher in individuals with master's and doctoral degrees, and the stress management score was higher in participants with master's degrees. Based on the findings presented herein, age (p = 0.001) and gender (p = 0.016) were associated with the nutrition subscale, and the nutrition score was higher in the age group of over 30 years and in women. Additionally, a significant relationship was observed between marriage and the subscales of spiritual growth (p = 0.013) and nutrition (p = 0.024), and the score of spiritual growth, and nutrition was higher in married people. There was a significant relationship between job and health responsibility (p = 0.013) and nutrition (p = 0.022), and the score of health responsibility and nutrition score was found to be higher in nurses. Conclusion: Health-promoting behaviors of hospital employees are at an average level and are related to the educational levels of the employees, so these behaviors are more in nurses, while this relationship was not present in physicians. These findings may be helpful in providing recommendations for developing healthy lifestyle programs for clinical staff aimed at promoting health behaviors.


Subject(s)
Health Promotion , Humans , Male , Female , Cross-Sectional Studies , Adult , Surveys and Questionnaires , Middle Aged , Health Behavior , Life Style , Healthy Lifestyle , Personnel, Hospital/statistics & numerical data , Personnel, Hospital/psychology , Sociodemographic Factors , Exercise
5.
Sci Rep ; 14(1): 21736, 2024 09 17.
Article in English | MEDLINE | ID: mdl-39289479

ABSTRACT

The HIV prevalence in Maputo city is 16.2%. There is a lack of data describing associated factors with disclosure or non-disclosure of HIV-positive sero-status to sexual partners. This analysis describes associated factors of non-disclosure of HIV sero-status to sexual partners among people living with HIV (PLHIV) participating in a serostatus disclosure support program at three health facilities in Maputo, Mozambique. We used a cross-sectional design of PLHIV aged over 18 years. Datas were collected between December 2019 and September 2020. Univariate and multivariable logistic regression models were used to evaluate factors associated of non-disclosure of HIV sero-status. A total of 377 patients were enrolled in the HIV sero-status disclosure Program. Of these, nearly two-thirds (61.5%) were women, 52.9% had completed secondary school, 47.7% were 25-34 years old, 50.9% had informal employment with low income, and 73.2% were married. Univariate logistic regression model showed greater odds of non-disclosure among patients who had an employment contract with a maximum wage (Crude Odds Ratio [cOR] 2.02, 95% confidence interval [CI] 1.15-3.55, p = 0.015); were single (cOR 3.85, 95% CI 2.22-6.69, p < 0.001); were living with parents (cOR 2.30, 95% CI 1.07-4.93, p = 0.033); received financial support for their monthly household expenses from parents or a close relative (cOR 7.15, 95% CI 2.19-23.36, p = 0.001); or brought a parent/close relative and/or a friend as a confidant during HIV care(cOR 3.17, 95% CI 1.74-5.76, p < 0.001; and cOR 5.97, 95% CI 1.57-22.66, p = 0.009, respectively). Multivariable logistic regression model showed: from parents/close relative and from partner (Adjusted Odds Ratio [aOR] 8.19, 95% CI 1.44-46.46, p = 0.018; and aOR 4.34, 95% CI 1.05-17.17, p = 0.043), respectively); in those who brought a parent/close relative and/or a friend as a confidant during HIV care (aOR 8.86, 95% CI 2.16-36.31, p = 0.002; and 195 aOR 21.68, 95% CI 3.02-155.87, p = 0.002, respectively). Non-disclosure of serostatus is a critical issue for HIV care and treatment programs, given that non-disclosure of HIV serostatus increases risk of HIV transmission. Understanding the factors associated with non-disclosure is crucial for designing strategies to address these factors and end the HIV epidemic by 2030. Our findings suggest that HIV serostatus disclosure programs might target the sociodemographic factors strongly associated with non-disclosure.


Subject(s)
HIV Infections , Sexual Partners , Humans , Female , Male , Mozambique/epidemiology , Adult , HIV Infections/epidemiology , Cross-Sectional Studies , Young Adult , Adolescent , Middle Aged , HIV Seropositivity/epidemiology , Sociodemographic Factors , Disclosure , Socioeconomic Factors
6.
Cad Saude Publica ; 40(9): e00158323, 2024.
Article in Portuguese | MEDLINE | ID: mdl-39292064

ABSTRACT

Tuberculosis (TB) is an infectious disease that remains a serious public health problem worldwide. In the pediatric population, the knowledge about the factors that lead to the abandonment of TB treatment is limited, especially in regions with a high prevalence of the disease. This study aimed to identify the prevalence and risk factors associated with TB treatment abandonment in children and adolescents. A cross-sectional study was carried out using data obtained from TB notifications from the São Paulo State Tuberculosis Patient Control System, Brazil, for individuals aged between 0 and 18 years, from January 2009 to December 2019. The crude and adjusted prevalence ratios were estimated with a 95% confidence interval, using the Poisson regression model to identify associations between the outcome of treatment abandonment and the sociodemographic, clinical-epidemiological, diagnostic and therapeutic factors of TB cases with complete information. Of the 12,256 cases analyzed, 941 individuals abandoned treatment. The highest prevalence rate of treatment abandonment occurs among Black or brown adolescents, those over 11 years of age and those deprived of their liberty. Other characteristics associated with treatment abandonment include: being a person living with HIV/AIDS, having a history of previous TB treatment, using illicit substances and using a self-administered TB treatment regimen. Knowing the profile of the patient most likely to abandon TB treatment makes it possible to devise more effective strategies focused on adherence to drug treatment.


A tuberculose (TB) é uma doença infectocontagiosa que ainda representa um grave problema de saúde pública no mundo. Na população pediátrica, os fatores que levam ao abandono do tratamento da TB, especialmente em regiões de elevada prevalência da doença, são pouco conhecidos. Portanto, este estudo objetivou identificar a prevalência e os fatores de risco associados ao abandono do tratamento da TB em crianças e adolescentes. Foi realizado um estudo transversal com dados obtidos das notificações de TB provenientes do Sistema de Controle de Pacientes com Tuberculose do Estado de São Paulo, Brasil, em indivíduos com idade entre 0 e 18 anos, no período de janeiro de 2009 a dezembro de 2019. Estimou-se a razão de prevalência bruta e ajustada com intervalo de 95% de confiança, utilizando-se o modelo de regressão de Poisson para identificar associações entre o desfecho abandono do tratamento com os fatores sociodemográficos, clínico-epidemiológicos, diagnósticos e terapêuticos dos casos de TB, contendo informações completas. Dos 12.256 casos analisados, 941 indivíduos abandonaram o tratamento. A maior taxa de prevalência de abandono do tratamento ocorre entre os adolescentes pretos ou pardos, acima de 11 anos e privados de liberdade. Outras características associadas ao abandono do tratamento incluem: serem pessoas vivendo com HIV/aids, ter histórico de tratamento anterior para TB, fazer uso de substâncias ilícitas e utilizar o regime de tratamento de TB autoadministrado. Concluiu-se que conhecer o perfil do paciente com maiores chances para abandonar o tratamento da TB permite elaborar estratégias focadas na adesão ao tratamento medicamentoso mais efetivas.


La tuberculosis (TB) es una enfermedad infectocontagiosa que sigue siendo un grave problema de salud pública mundial. Se sabe poco sobre los factores que conducen al abandono del tratamiento de la TB en la población pediátrica, especialmente en regiones con alta prevalencia de la enfermedad. Por lo tanto, este estudio tuvo como objetivo identificar la prevalencia y los factores de riesgo asociados con el abandono del tratamiento de la TB en niños y adolescentes. Se trató de un estudio transversal realizado a partir de los datos de notificaciones de TB del Sistema de Control de Pacientes con Tuberculosis del Estado de São Paulo, Brasil, recopilados de individuos con edades comprendidas entre 0 y 18 años, en el período de enero de 2009 a diciembre de 2019. La relación de prevalencia bruta y ajustada se estimó con un intervalo de 95% de confianza; y se utilizó el modelo de regresión de Poisson para identificar las asociaciones entre el resultado del abandono del tratamiento y los factores sociodemográficos, clínico-epidemiológicos, diagnósticos y terapéuticos de los casos de TB que contienen información completa. De los 12.256 casos analizados, 941 individuos habían abandonado el tratamiento. La mayor tasa de prevalencia de abandono del tratamiento se dio entre adolescentes negros o pardos, mayores de 11 años y los privados de libertad. Otras características asociadas con el abandono del tratamiento fueron personas que viven con VIH/sida, tener antecedentes de tratamiento previo de TB, usar sustancias ilícitas y utilizar el régimen de tratamiento de TB autoadministrado. Se concluyó que conocer el perfil de los pacientes con mayor tendencia a abandonar el tratamiento de la TB nos permite desarrollar estrategias efectivas enfocadas en una adherencia al tratamiento farmacológico.


Subject(s)
Socioeconomic Factors , Tuberculosis , Humans , Adolescent , Brazil/epidemiology , Child , Cross-Sectional Studies , Male , Female , Prevalence , Child, Preschool , Risk Factors , Infant , Tuberculosis/epidemiology , Tuberculosis/drug therapy , Infant, Newborn , Sociodemographic Factors , Antitubercular Agents/therapeutic use
7.
Cad Saude Publica ; 40(8): e00241022, 2024.
Article in Portuguese | MEDLINE | ID: mdl-39292136

ABSTRACT

This study aimed to measure access to medicines for the treatment of systemic arterial hypertension and type 2 diabetes mellitus in Brazil according to the mode of acquisition, as well as to analyze the factors associated with this access, based on data from the 2019 Brazilian National Survey of Health (PNS, acronym in Portuguese). Socioeconomic data and data related to the use of medicines by people aged 15 and over were analyzed in relation to access via the Brazilian Popular Pharmacy Program (PFPB, acronym in Portuguese) and via public services. The majority of Brazilians who took part in the PNS reported using medication to control hypertension in the previous 15 days (91.5%) and using oral medication for diabetes (95.2%) and/or insulin (70%). Most participants obtained oral medication for hypertension and type 2 diabetes mellitus via PFPB (45.2% and 53.6%, respectively), and the factors that most negatively influenced this access were older age, lower income, lower schooling, very poor self-rated health and not having private health insurance. Access to insulin, on the other hand, was most often via the public health service (69.7%), and the factors that most negatively influenced this access were black/mixed-race skin color, lower income, very poor self-rated health and not having private health insurance. Generally, the importance of the PFPB as a policy to increase access to essential medicines in Brazil was highlighted, considering the free supply of antihypertensive and antidiabetic drugs.


Este estudo objetivou mensurar o acesso aos medicamentos para o tratamento da hipertensão arterial sistêmica e diabetes mellitus tipo 2 no Brasil segundo a via de obtenção, bem como analisar os fatores associados a esse acesso, de acordo com os dados da Pesquisa Nacional de Saúde (PNS) de 2019. Foram analisados dados socioeconômicos e relacionados ao uso de medicamentos de pessoas de 15 anos ou mais, em relação ao acesso via Programa Farmácia Popular do Brasil (PFPB) e via serviço público. A maior parte dos brasileiros que participaram da PNS referiu fazer uso do medicamento para controle da hipertensão, nos últimos 15 dias (91,5%), assim como a maior parte referiu fazer uso de medicamento oral para diabetes (95,2%) e/ou uso da insulina (70%).Os medicamentos orais para hipertensão arterial sistêmica e diabetes mellitus tipo 2 foram obtidos majoritariamente via PFPB, sendo respectivamente (45,2% e 53,6%), e os fatores que mais influenciaram negativamente esse acesso foram maior faixa etária, menor renda, menor escolaridade, não ter plano de saúde e referir uma autoavaliação de saúde muito ruim. O acesso à insulina, por sua vez, se deu com maior frequência via serviço público de saúde (69,7%), e os fatores que mais influenciaram negativamente esse acesso foram raça preta/parda, menor renda, não ter plano de saúde e referir uma autoavaliação de saúde muito ruim. De forma geral, foi evidenciada a importância do PFPB como política de ampliação de acesso a medicamentos essenciais no Brasil, considerando a gratuidade dos anti-hipertensivos e antidiabéticos.


Este estudio tuvo como objetivo medir el acceso a los medicamentos para el tratamiento de la hipertensión arterial sistémica y de la diabetes mellitus tipo 2 en Brasil según la vía de obtención, además de analizar los factores asociados a este acceso, según datos de la Encuesta Nacional de Salud (PNS) de 2019. Se analizaron datos socioeconómicos y relacionados con el uso de medicamentos de personas de 15 años o más, con relación al acceso por medio del Programa Farmacia Popular de Brasil (PFPB) y por medio del servicio público. La mayor parte de los brasileños que participaron en la PNS refirió utilizar medicamentos para controlar la hipertensión, en los últimos 15 días (91,5%), así como la mayoría refirió el uso de medicamentos orales para la diabetes (95,2%) o uso de insulina (70%). Los medicamentos orales para hipertensión arterial sistémica y diabetes mellitus tipo 2 se obtuvieron en su mayoría por medio del PFPB, respectivamente (45,2% y 53,6%), y los factores que influyeron de forma más negativa en este acceso fueron mayor rango de edad, menores ingresos, menor escolaridad, no tener seguro de salud y reportar una autoevaluación de salud muy mala. El acceso a la insulina, a su vez, se produjo con mayor frecuencia por medio del servicio público de salud (69,7%), y los factores que influyeron de forma más negativa en este acceso fueron la raza negra/morena, menores ingresos, no tener plan de salud y reportar una autoevaluación de salud muy mala. En general, se destacó la importancia de la PFPB como política de ampliación del acceso a medicamentos esenciales en Brasil, considerando la gratuidad de los antihipertensivos y antidiabéticos.


Subject(s)
Diabetes Mellitus, Type 2 , Health Services Accessibility , Hypertension , Socioeconomic Factors , Humans , Brazil , Diabetes Mellitus, Type 2/drug therapy , Hypertension/drug therapy , Health Services Accessibility/statistics & numerical data , Male , Middle Aged , Adult , Female , Adolescent , Young Adult , Hypoglycemic Agents/therapeutic use , Health Surveys , Aged , Antihypertensive Agents/therapeutic use , Antihypertensive Agents/supply & distribution , Sociodemographic Factors
8.
PLoS One ; 19(9): e0293787, 2024.
Article in English | MEDLINE | ID: mdl-39240796

ABSTRACT

OBJECTIVE: We aimed to investigate sociodemographic factors associated with self-reported COVID-19 infection. METHODS: The study population was a prospective multicenter cohort of adult volunteers recruited from healthcare systems located in the mid-Atlantic and southern United States. Between April 2020 and October 2021, participants completed daily online questionnaires about symptoms, exposures, and risk behaviors related to COVID-19, including self-reports of positive SARS CoV-2 detection tests and COVID-19 vaccination. Analysis of time from study enrollment to self-reported COVID-19 infection used a time-varying mixed effects Cox-proportional hazards framework. RESULTS: Overall, 1,603 of 27,214 study participants (5.9%) reported a positive COVID-19 test during the study period. The adjusted hazard ratio demonstrated lower risk for women, those with a graduate level degree, and smokers. A higher risk was observed for healthcare workers, those aged 18-34, those in rural areas, those from households where a member attends school or interacts with the public, and those who visited a health provider in the last year. CONCLUSIONS: We identified subgroups within healthcare network populations defined by age, occupational exposure, and rural location reporting higher than average rates of COVID-19 infection for our surveillance population. These subgroups should be monitored closely in future epidemics of respiratory viral diseases.


Subject(s)
COVID-19 , Self Report , Humans , Female , COVID-19/epidemiology , Male , Adult , Southeastern United States/epidemiology , Prospective Studies , Middle Aged , Adolescent , Young Adult , SARS-CoV-2/isolation & purification , Sociodemographic Factors , Aged , Risk Factors
9.
BMC Public Health ; 24(1): 2374, 2024 Sep 02.
Article in English | MEDLINE | ID: mdl-39223537

ABSTRACT

BACKGROUND: The Internet is the preferred source of health information for retrieving relevant information. In Ethiopia, the Internet penetration rate is improving year to year, but it is still at a low level compared to the rest of the world and neighboring African countries. Due to a lack of adequate information, it is important to assess Internet use, spatial variation, and determinants of Internet use among reproductive-age group women in Ethiopia. METHOD: Secondary data from EDHS 2016 were used to analyze 15,683 women aged 15-49 years. Spatial analysis was performed using ArcGIS 10.7. The Bernoulli model was used by applying Kuldorff's methods using SaTScan 10.1.2 software to analyze the purely spatial clusters of Internet use. A multilevel mixed-effect logistic regression was applied to estimate community variance to identify individual- and community-level factors associated with Internet use. All models were fitted in STATA version 17.0, and finally, the adjusted odds ratio (AOR) with a corresponding 95% confidence interval (CI) was reported. RESULT: The magnitude of Internet use was 4.97% ± 95% CI (4.63-5.32). The overall average age of women was 24.21 ± 8.06 years, with the age range 15-24 years constituting the larger group (39.2%). Women with secondary and above education [AOR = 6.47; 95% CI (5.04, 8.31)], unmarried [AOR = 2.60; 95% CI (1.89, 3.56)], rich [AOR = 1.95; 95% CI (1.00, 3.80)], own a mobile phone [AOR = 3.74; 95% CI (2.75, 5.09)], media exposure [AOR = 2.63; 95% CI (2.03, 3.42)], and urban [AOR = 1.80; 95% CI (1.08, 3.01)] had higher odds of Internet use. The spatial variation in Internet use was found to be nonrandom (global Moran's I = 0.58, p value < 0.001). Fifty-seven primary clusters were identified that were located in Addis Ababa city with a relative likelihood of 10.24 and a log-likelihood ratio of 425.16. CONCLUSIONS: Internet use among reproductive-age women in Ethiopia is 4.97 and has significant spatial variation across the country. Both community- and individual-level factors affect Internet use in Ethiopia. Therefore, educating women, improving access to media, encouraging women to use family planning, and supporting household wealth could improve women's Internet use.


Subject(s)
Internet Use , Humans , Female , Ethiopia , Adolescent , Adult , Young Adult , Middle Aged , Internet Use/statistics & numerical data , Spatial Analysis , Socioeconomic Factors , Sociodemographic Factors
10.
Int J Public Health ; 69: 1607267, 2024.
Article in English | MEDLINE | ID: mdl-39258269

ABSTRACT

Objectives: Mental health is essential for overall health and is influenced by different social determinants. The aim of this paper was to examine which determinants are associated with mental health inequalities among people with selected citizenships in Germany. Methods: Data were derived from the multilingual interview survey "German Health Update: Fokus (GEDA Fokus)" among adults with Croatian, Italian, Polish, Syrian, or Turkish citizenship (11/2021-05/2022). Poisson regressions were used to calculate prevalence ratios for symptoms of depression (PHQ-9) and anxiety disorder (GAD-7). Results: Sociodemographic (sex, income, age, household size) and psychosocial (social support and self-reported discrimination) determinants were associated with symptoms of depression and/or anxiety disorder. The prevalence of mental disorders varied most by self-reported discrimination. Conclusion: Our findings suggest mental health inequalities among people with selected citizenships living in Germany. To reduce these, social inequities and everyday discrimination need to be addressed in structural prevention measures as well as in interventions on the communal level. Protective factors (e.g., social support) are also important to reduce mental health inequalities on the individual and community level.


Subject(s)
Health Status Disparities , Humans , Germany/epidemiology , Female , Male , Adult , Middle Aged , Aged , Young Adult , Socioeconomic Factors , Adolescent , Depression/epidemiology , Mental Health , Social Determinants of Health , Social Support , Prevalence , Sociodemographic Factors , Anxiety Disorders/epidemiology
11.
Rev Saude Publica ; 58: 30, 2024.
Article in English, Portuguese | MEDLINE | ID: mdl-39258636

ABSTRACT

OBJECTIVE: To assess the trend in mortality rates and years of potential life lost (YPLL) due to suicide among adolescents in Northeast Brazil. METHODS: This is an ecological time series study, with secondary data from 2011 to 2020 from the Mortality Information System for adolescents aged 10 to 19 years in the Northeast region of Brazil. Groups of causes from the 10th Revision of the International Classification of Diseases were included: X60-X84 (intentionally self-inflicted injuries), Y10-Y19 (poisoning of undetermined intent), and Y87 (sequelae of intentional self-harm). Mortality coefficients and frequency distribution by sociodemographic variables, place of occurrence, and method of suicide were estimates. YPLL were estimated by gender and age. Joinpoint regression analysis was used, and the annual percentage change (APC) was determined with 95% confidence intervals. RESULTS: A total of 2,410 deaths were recorded, with a predominance of adolescents aged between 15 and 19, males, of mixed-race, low schooling, and home was the main place of occurrence. The trend in the death rate was increasing in the Northeast (APC: 3.6%; p = 0.001), in girls aged 10 to 14 (APC: 8.7%; p = 0.003), in boys aged 15 to 19 (APC: 4.6%; p = 0.002) and in Bahia (APC: 8.1%; p = 0.012). Hanging/strangulation was the main method adopted by both sexes. The YPLL due to suicide were 11,110 in 2011 and 14,960 in 2020. CONCLUSION: The precociousness of suicide committed by girls and the increase in mortality among older adolescents are noteworthy, and specific preventive measures need to be adopted for these groups in order to reduce this preventable cause of death.


Subject(s)
Socioeconomic Factors , Suicide , Humans , Adolescent , Male , Female , Brazil/epidemiology , Suicide/statistics & numerical data , Suicide/trends , Child , Young Adult , Cause of Death/trends , Sex Distribution , Sociodemographic Factors , Age Distribution , Sex Factors , Life Expectancy/trends
12.
BMC Public Health ; 24(1): 2490, 2024 Sep 12.
Article in English | MEDLINE | ID: mdl-39266991

ABSTRACT

BACKGROUND: Knowing the prevalence of myopia at school age is essential to implement preventive measures and appropriate interventions, ensure access to vision care, promote a healthier educational environment and improve academic performance. The purpose of this study was to determine the prevalence of myopia and its associated sociodemographic risk factors, as well as to estimate the coverage of myopia correction among adolescents in center of Portugal. METHODS: This cross-sectional study evaluated 1115 adolescents from the 5th to the 9th year of school, with an average of 12.9 years (SD = 1.5) ranging from 10.0 to 18.0 years. Optometric evaluations were carried out in a school environment and consisted of the evaluation of distance visual acuity, assessed using a logarithmic visual acuity chart (ETDRS charts 1 and 2) at 4 m, and measured by refractive error with a pediatric autorefractometer (Plusoptix), by non-cycloplegic. Myopia was defined as spherical equivalent (SE ≤ -0.50 diopter (D)) and uncorrected visual acuity (UVA ≤ 95VAR). Adjusted logistic regression analysis was applied to investigate risk factors. RESULTS: We found a myopia rate of 21.5% and a high myopia rate of 1.4%. Higher school level and attendance at urban schools were associated with myopia, but no association was found with age or sex. Only 34.6% of myopic adolescents use the best optical correction and 26.4% do not use any type of optical correction. CONCLUSIONS: Data on the prevalence of refractive problems in Portugal are scarce and heterogeneous. This study, although regional, provides a valuable contribution with a clear and reproducible methodology, following international guidelines and filling gaps in the existing literature. The results show that the rate of myopia in this age group is similar to reports from other European studies. The high rate of adolescents with uncorrected or under-corrected myopia in Portugal is a problem that deserves attention.


Subject(s)
Myopia , Humans , Portugal/epidemiology , Adolescent , Myopia/epidemiology , Male , Female , Cross-Sectional Studies , Risk Factors , Prevalence , Child , Students/statistics & numerical data , Socioeconomic Factors , Sociodemographic Factors , Visual Acuity
13.
Medicine (Baltimore) ; 103(36): e39539, 2024 Sep 06.
Article in English | MEDLINE | ID: mdl-39252263

ABSTRACT

The objective of this study was to determine adherence to national guidelines for aerobic and muscle-strengthening physical activity among United States (US) adults and identify factors associated with guideline nonadherence. The 2022 National Health Interview Survey data were analyzed to evaluate self-reported physical activity among 26,494 US adults. Adherence to national guidelines was defined as engaging in ≥150 minutes moderate-intensity or ≥75 minutes vigorous-intensity aerobic activity/week, and muscle-strengthening activity ≥2 days/week. A multivariable logistic regression model evaluated associations between 24 sociodemographic and health variables with nonadherence to physical activity guidelines. Shapley Additive Explanations were used to assess the relative importance of each factor in the model. The population-weighted analysis revealed that only 24.3% of US adults met both the aerobic and muscle-strengthening activity guidelines. The regression model identified 17 factors significantly associated with nonadherence. When evaluating the relative importance of these variables, older age, lower educational attainment, and lower household income emerged as the primary determinants of nonadherence. Guideline adherence was lowest among subgroups with multiple risk factors, with only 6.5% of older adults with lower income and education meeting the guidelines. In contrast, adherence was 42.7% in younger respondents with higher incomes and educational attainment. In conclusion, physical activity rates among US adults remain below public health targets, with significant disparities among sociodemographic groups. Expanded outreach efforts targeting higher-risk populations are urgently needed to address barriers, promote physical activity engagement, and achieve health equity.


Subject(s)
Exercise , Guideline Adherence , Humans , Female , Male , United States , Middle Aged , Adult , Aged , Guideline Adherence/statistics & numerical data , Socioeconomic Factors , Young Adult , Adolescent , Health Surveys , Self Report , Sociodemographic Factors , Age Factors
14.
Rev Med Chil ; 152(1): 69-79, 2024 Jan.
Article in Spanish | MEDLINE | ID: mdl-39270098

ABSTRACT

ABASTRACT Background: To study the association between pain and depression, its characteristics and related factors in chilean older adults. METHODS: Cross-sectional analytical study of the National Survey of Dependence in Chilean older adults 2009, with a sample of 4766 people aged 60 years and older. Pain was described using a Likert scale from "no pain" to "very much pain". Depression was measured using the GDS-15 scale. Adjusted logistic regression analyses were performed to identify the association between pain and depression. RESULTS: 70% of the sample reported pain, 21.6% of high intensity. The screening was positive for depression in 23% of the sample, and 5% suspected severe depression. Both conditions were more frequent in women, subjects with low levels of schooling and rural residence. There was an association between pain and depression OR 3.46. The greater the intensity of pain, the greater the association OR 5.2 (95% CI 4.1-6.7) for depressive symptoms and OR 13.9 for suspected severe depression (95% CI 8.1-23.9). CONCLUSION: The association between pain and depression is high and is related to pain intensity, being higher in people with less education and physical dependency. The high frequency of both conditions in Chilean elderly people and their serious consequences make it an urgent public health problem, aggravated as a consequence of the prolonged isolation due to the COVID-19 pandemic.


Subject(s)
Depression , Pain , Humans , Chile/epidemiology , Female , Male , Aged , Cross-Sectional Studies , Middle Aged , Depression/epidemiology , Pain/epidemiology , Pain/psychology , Aged, 80 and over , Pain Measurement , Risk Factors , Socioeconomic Factors , Severity of Illness Index , Sociodemographic Factors , Logistic Models
15.
Can J Anaesth ; 71(9): 1209-1218, 2024 Sep.
Article in English | MEDLINE | ID: mdl-39242476

ABSTRACT

PURPOSE: Equity, Diversity, and Inclusion (EDI) initiatives within critical care research are limited by a lack of resources and inconsistent and rapidly changing language. The Canadian Critical Care Trials Group (CCCTG) is committed to modelling EDI for the critical care community through its programming, communications, protocols, and policies. The objective of developing the EDI glossary of sociodemographic determinants of health described here was to provide a resource for critical care professionals to support broader equity initiatives and to promote education and awareness about inclusive language. METHODS: Through literature review, we identified EDI-related sociodemographic determinants of health, defined as sociodemographic factors that are associated with disparities in health care and health outcomes, with a focus on critical care medicine. For each sociodemographic determinant of health, we identified umbrella terms (defined as domains) and subterms/constructs that are related to these domains. We designed the glossary collaboratively with the CCCTG EDI working group, patient and family partnerships committee, and executive committee, which included diverse knowledge users such as researchers, clinicians, and patient and family partners. RESULTS: We report on 12 sociodemographic determinants of health domains including age, sex, gender, sexuality, race and ethnicity, income, education, employment status, marital status, language, disability, and migration status. Each domain (e.g., sex) contains relevant subterms such as male, female, intersex. For each domain, we provide examples of disparities in health care and health outcomes with a focus on critical care medicine. CONCLUSIONS: This EDI glossary of sociodemographic determinants of health serves as a nonexhaustive resource that may be referenced by critical care researchers, research coordinators, clinicians, and patient and family partners. The glossary is an essential step to raising awareness about inclusive terminology and to fostering and advancing equity in critical care medicine.


RéSUMé: OBJECTIF: Les initiatives en matière d'équité, de diversité et d'inclusion (EDI) dans le cadre de la recherche en soins intensifs sont limitées à la fois par un manque de ressources et par un langage incohérent et évoluant rapidement. Le Groupe canadien de recherche en soins intensifs (CCCTG) s'est engagé à devenir un modèle en matière d'EDI pour la communauté des soins intensifs par le biais de ses programmes, de ses communications, de ses protocoles et de ses politiques. L'objectif de l'élaboration du glossaire pour les déterminants sociodémographiques de la santé respectant l'EDI décrit ici était de fournir une ressource aux professionnel·les des soins intensifs pour soutenir des initiatives d'équité plus larges et de promouvoir l'éducation et la sensibilisation au langage inclusif. MéTHODE: En procédant à l'examen de la littérature, nous avons identifié des déterminants sociodémographiques de la santé liés à l'EDI, définis comme des facteurs sociodémographiques associés à des disparités dans les soins de santé et les devenirs en santé, en mettant l'accent sur la médecine des soins intensifs. Pour chaque déterminant sociodémographique de la santé, nous avons identifié des termes génériques (définis comme des domaines) et des sous-termes/construits liés à ces domaines. Nous avons conçu le glossaire en collaboration avec le groupe de travail sur l'EDI du CCCTG, le comité des partenariats avec les patient·es et les familles et le comité exécutif, qui comprenait divers utilisateurs et utilisatrices des connaissances tels que des personnes impliquées dans la recherche ou en clinique ainsi que des partenaires issu·es de la patientèle et de leurs familles. RéSULTATS: Nous rendons compte de 12 domaines sociodémographiques pour les déterminants de la santé, notamment l'âge, le sexe, le genre, la sexualité, la race et l'origine ethnique, le revenu, l'éducation, la situation d'emploi, l'état matrimonial, la langue, le handicap et le statut migratoire. Chaque domaine (par exemple, le sexe) contient des sous-termes pertinents tels que masculin, féminin, intersexe. Pour chaque domaine, nous fournissons des exemples de disparités dans les soins de santé et les issues en matière de santé, en mettant l'accent sur la médecine des soins intensifs. CONCLUSION: Ce glossaire EDI des déterminants sociodémographiques de la santé sert de ressource non exhaustive qui peut être consultée par les équipes de recherche en soins intensifs, les coordonnateurs et coordonnatrices de recherche, les clinicien·nes et les patient·es ainsi que les familles. Ce glossaire est une étape essentielle pour sensibiliser à la terminologie inclusive et pour favoriser et faire progresser l'équité en médecine des soins intensifs.


Subject(s)
Critical Care , Humans , Canada , Healthcare Disparities , Social Determinants of Health , Sociodemographic Factors , Male , Female , Terminology as Topic , Socioeconomic Factors , Diversity, Equity, Inclusion
16.
F1000Res ; 13: 262, 2024.
Article in English | MEDLINE | ID: mdl-39238835

ABSTRACT

Background: The towering peaks of the Himalayas lie in troves of captivating hill destinations, especially in India. Each destination aims to provide tourists with unique experiences and breath-taking landscapes. Understanding the tapestry of factors that weave the allure of these destinations and draw visitors from diverse backgrounds remains intriguing. Method: This study delves into the socio-demographic tapestry of Himalayan hill destination selection, unraveling the complex interplay of demographic characteristics, social influences, and individual motivations that shape tourists' choices. Results: This study aims to answer why different tourists have different travel choices and what factors are the drivers behind such choices. The results show that destination selection factors are similar irrespective of respondents' socio-demographic variabilities; however, for a few factors, the results are reversed. Conclusion: The study has implications for policymakers and the limitations of the research discussed at the end.


Subject(s)
Demography , Humans , Male , India , Female , Adult , Middle Aged , Socioeconomic Factors , Tourism , Choice Behavior , Young Adult , Motivation , Travel , Sociodemographic Factors
17.
Cancer Rep (Hoboken) ; 7(9): e2119, 2024 Sep.
Article in English | MEDLINE | ID: mdl-39233650

ABSTRACT

BACKGROUND: Cancer predisposition syndromes (CPS) impact about 10% of patients with pediatric cancer. Genetic testing (CPS-GT) has multiple benefits, but few studies have described parent and child knowledge and attitudes regarding CPS-GT decision-making. This study examined parent and patient CPS-GT decision-making knowledge and attitudes. PROCEDURE: English- or Spanish-speaking parents of children with pediatric cancer and patients with pediatric cancer ages 15-18 within 12 months of diagnosis or relapse were eligible to participate. Seventy-five parents and 19 parent-patient dyads (N = 94 parents, 77.7% female, 43.6% Latino/a/Hispanic; 19 patients, 31.6% female) completed surveys measuring CPS-GT-related beliefs. Independent samples t-tests compared parent responses across sociodemographic characteristics and parent-patient responses within dyads. RESULTS: Spanish-speaking parents were significantly more likely than English-speaking parents to believe that CPS-GT not being helpful (p < .001) and possibly causing personal distress (p = .002) were important considerations for deciding whether to obtain CPS-GT. Parents with less than four-year university education, income less than $75,000, or Medicaid (vs. private insurance) were significantly more likely to endorse that CPS-GT not being helpful was an important consideration for deciding whether to obtain CPS-GT (p < .001). Parents felt more strongly than patients that they understood what CPS-GT was (p = .01) and that parents should decide whether patients under 18 should receive CPS-GT (p = .002). CONCLUSIONS: Spanish-speaking parents and parents with lower socioeconomic statuses were more strongly influenced by the potential disadvantages of CPS-GT in CPS-GT decision-making. Parents felt more strongly than patients that parents should make CPS-GT decisions. Future studies should investigate mechanisms behind these differences and how to best support CPS-GT knowledge and decision-making.


Subject(s)
Genetic Predisposition to Disease , Genetic Testing , Health Knowledge, Attitudes, Practice , Parents , Humans , Female , Male , Adolescent , Parents/psychology , Adult , Child , Neoplasms/genetics , Neoplasms/psychology , Neoplasms/diagnosis , Decision Making , Surveys and Questionnaires , Hispanic or Latino/psychology , Hispanic or Latino/statistics & numerical data , Hispanic or Latino/genetics , Middle Aged , Sociodemographic Factors , Socioeconomic Factors
18.
Front Public Health ; 12: 1404598, 2024.
Article in English | MEDLINE | ID: mdl-39109155

ABSTRACT

Background: The transition from school to university is often accompanied by a change in students' lifestyles. So far little is known whether convenience behavior is an essential factor affecting students' health and social interaction. In a heterogeneous population regard to sociodemographic and anthropometric characteristics the Convenience Behavior Questionnaire (CBQ) showed a better relationship between convenience-related behavior with overweight and obesity than established questionnaires. Here we assessed convenience behavior in a large well characterized cohort of university students and its association with health-related (mainly sedentary behavior and physical activity), study-related and sociodemographic factors with the Convenience Behavior Questionnaire (CBQ). Methods: A total of 4,351 students participated in an online survey, of which 3,983 (23.6 ± 5.3 years old, 71.3% females) answered the questions concerning convenience behavior. A low value in the CBQ indicates more convenience behavior [Convenience Behavior Index (CBI) range: 3-15]. Differences with regard to sociodemographic (age, gender, body mass index), study-related (semester, degree, field of study) and health-related (physical activity, sedentary behavior) variables were examined with Mann-Whitney-U test or Kruskal-Wallis test and post-hoc tests (Bonferroni). Results: The CBI of men and women differed significantly (z = -6.847, p < 0.001, r = 0.11). First-year students and students beyond their first year showed significant differences (z = -2.355, p ≤ 0.05, r = 0.04). Differences were also found in the field of study (Chi2 (6) = 147.830, p < 0.001) and the targeted degree (Chi2 (7) = 79.985, p < 0.001). Furthermore, differences were found in the body mass index (Chi2 (5) = 70.678, p < 0.001), physical activity (Chi2 (2) = 279.040, p < 0.001) and sedentary behavior (z = -4.660, p < 0.001, r = 0.07). Conclusion: The results showed risk groups of convenience behavior among students [men, first-year, students enrolled in "Science, Technology, Engineering and Mathematics (STEM)," bachelor]. Our results confirm for the first time in a very homogeneous population a gender difference and an association between CBI and health-related factors. Further studies are needed to analyze the health behavior of students in more detail, especially their convenience behavior.


Subject(s)
Students , Humans , Male , Female , Students/statistics & numerical data , Germany , Universities , Surveys and Questionnaires , Young Adult , Adult , Sedentary Behavior , Health Behavior , Body Mass Index , Sociodemographic Factors , Adolescent , Exercise , Socioeconomic Factors
19.
BMC Oral Health ; 24(1): 891, 2024 Aug 04.
Article in English | MEDLINE | ID: mdl-39098909

ABSTRACT

BACKGROUND: Periodontitis is associated with poor pregnancy outcomes, indicating periodontal health as an important health concern for pregnant women. Herein, this study identified risk indicators for periodontitis and developed a nomogram for predicting the risk of periodontitis in pregnancy by analyzing periodontitis and associated factors in pregnant women. MATERIALS AND METHODS: A community-based cross-sectional study was conducted by including 438 pregnant women at 10-36 gestational weeks from Langfang, China. Pregnant women were examined for periodontal status, and their demographic, socioeconomic, and oral health behavior data were collected. Potential influencing factors of periodontitis were analyzed with univariate and multivariate logistic regression analyses. A nomogram was developed, followed by the assessment of its validation and discriminatory abilities. RESULTS: The prevalence of periodontitis was 59.8% in pregnant women. Periodontitis-associated variables in pregnant women were gestational age, non-first pregnancy, daily tooth brushing frequency of ≤ 1 before pregnancy, and annual frequency of periodontal treatment < 1 (including no periodontal treatment). The risk of periodontitis was positively associated with gestational age (OR = 1.28, 95% CI = 1.17-1.39, p < 0.001). Pregnancy history showed a strong positive association (OR = 6.57, 95% CI = 1.22-35.43, p = 0.03). Daily tooth brushing frequency before pregnancy was also positively associated with periodontitis (OR = 1.54, 95% CI = 1.03-2.79, p = 0.05). Additionally, the annual frequency of periodontal treatment exhibited a positive association, with higher odds observed for those with less frequent treatment (OR = 2.28, 95% CI = 1.25-4.14, p = 0.05; OR = 7.37, 95% CI = 3.04-22.06, p < 0.001). These four factors were used to develop a nomogram for predicting periodontitis in pregnant women. The area under the receiver operating characteristic curve of the nomogram was 0.855 and 0.831 in the training and testing cohorts, respectively, reflecting the superior prediction accuracy of the nomogram. The calibration curve and decision curve analysis demonstrated the good performance and net benefit of the nomogram. CONCLUSION: Risk factors for periodontitis in pregnant Chinese women include gestational age, non-first pregnancy, lower frequency of daily tooth brushing before pregnancy, and lower frequency of periodontal treatment. An easy-to-use nomogram with acceptable accuracy can allow for the prediction of periodontitis risk in pregnant Chinese women. CLINICAL RELEVANCE: With the assistance of this nomogram, clinicians can evaluate the risk of periodontitis in pregnancy, thereby offering more tailored oral health education to women of reproductive age.


Subject(s)
Health Behavior , Nomograms , Periodontitis , Pregnancy Complications , Humans , Female , Pregnancy , China/epidemiology , Adult , Cross-Sectional Studies , Periodontitis/epidemiology , Pregnancy Complications/epidemiology , Risk Factors , Oral Health/statistics & numerical data , Socioeconomic Factors , Prevalence , Sociodemographic Factors , East Asian People
20.
PeerJ ; 12: e17771, 2024.
Article in English | MEDLINE | ID: mdl-39104363

ABSTRACT

Background: Chronic obstructive pulmonary disease (COPD) is a chronic, inflammatory respiratory disease that obstructs airflow and decreases lung function and is a leading cause death globally. In the United States (US), the prevalence among adults is 6.2%, but increases with age to 12.8% among those 65 years or older. Florida has one of the largest populations of older adults in the US, accounting for 4.5 million adults 65 years or older. This makes Florida an ideal geographic location for investigating COPD as disease prevalence increases with age. Understanding the geographic disparities in COPD and potential associations between its disparities and environmental factors as well as population characteristics is useful in guiding intervention strategies. Thus, the objectives of this study are to investigate county-level geographic disparities of COPD prevalence in Florida and identify county-level socio-demographic predictors of COPD prevalence. Methods: This ecological study was performed in Florida using data obtained from the US Census Bureau, Florida Health CHARTS, and County Health Rankings and Roadmaps. County-level COPD prevalence for 2019 was age-standardized using the direct method and 2020 US population as the standard population. High-prevalence spatial clusters of COPD were identified using Tango's flexible spatial scan statistics. Predictors of county-level COPD prevalence were investigated using multivariable ordinary least squares model built using backwards elimination approach. Multicollinearity of regression coefficients was assessed using variance inflation factor. Shapiro-Wilks, Breusch Pagan, and robust Lagrange Multiplier tests were used to assess for normality, homoskedasticity, and spatial autocorrelation of model residuals, respectively. Results: County-level age-adjusted COPD prevalence ranged from 4.7% (Miami-Dade) to 16.9% (Baker and Bradford) with a median prevalence of 9.6%. A total of 6 high-prevalence clusters with prevalence ratios >1.2 were identified. The primary cluster, which was also the largest geographic cluster that included 13 counties, stretched from Nassau County in north-central Florida to Charlotte County in south-central Florida. However, cluster 2 had the highest prevalence ratio (1.68) and included 10 counties in north-central Florida. Together, the primary cluster and cluster 2 covered most of the counties in north-central Florida. Significant predictors of county-level COPD prevalence were county-level percentage of residents with asthma and the percentage of current smokers. Conclusions: There is evidence of spatial clusters of COPD prevalence in Florida. These patterns are explained, in part, by differences in distribution of some health behaviors (smoking) and co-morbidities (asthma). This information is important for guiding intervention efforts to address the condition, reduce health disparities, and improve population health.


Subject(s)
Pulmonary Disease, Chronic Obstructive , Humans , Pulmonary Disease, Chronic Obstructive/epidemiology , Florida/epidemiology , Aged , Male , Female , Prevalence , Spatial Analysis , Aged, 80 and over , Middle Aged , Risk Factors , Sociodemographic Factors , Health Status Disparities
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