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Campbell EA, Bose S, Masino AJ. Conceptualizing bias in EHR data: A case study in performance disparities by demographic subgroups for a pediatric obesity incidence classifier. PLOS DIGITAL HEALTH 2024; 3:e0000642. [PMID: 39441784 PMCID: PMC11498669 DOI: 10.1371/journal.pdig.0000642] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Accepted: 09/14/2024] [Indexed: 10/25/2024]
Abstract
Electronic Health Records (EHRs) are increasingly used to develop machine learning models in predictive medicine. There has been limited research on utilizing machine learning methods to predict childhood obesity and related disparities in classifier performance among vulnerable patient subpopulations. In this work, classification models are developed to recognize pediatric obesity using temporal condition patterns obtained from patient EHR data in a U.S. study population. We trained four machine learning algorithms (Logistic Regression, Random Forest, Gradient Boosted Trees, and Neural Networks) to classify cases and controls as obesity positive or negative, and optimized hyperparameter settings through a bootstrapping methodology. To assess the classifiers for bias, we studied model performance by population subgroups then used permutation analysis to identify the most predictive features for each model and the demographic characteristics of patients with these features. Mean AUC-ROC values were consistent across classifiers, ranging from 0.72-0.80. Some evidence of bias was identified, although this was through the models performing better for minority subgroups (African Americans and patients enrolled in Medicaid). Permutation analysis revealed that patients from vulnerable population subgroups were over-represented among patients with the most predictive diagnostic patterns. We hypothesize that our models performed better on under-represented groups because the features more strongly associated with obesity were more commonly observed among minority patients. These findings highlight the complex ways that bias may arise in machine learning models and can be incorporated into future research to develop a thorough analytical approach to identify and mitigate bias that may arise from features and within EHR datasets when developing more equitable models.
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Affiliation(s)
- Elizabeth A. Campbell
- Department of Biomedical and Health Informatics, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America
- Department of Biomedical Informatics, Columbia University Medical Center, New York, New York, United States of America
- Department of Information Science, College of Computing & Informatics, Drexel University, Philadelphia, Pennsylvania, United States of America
| | - Saurav Bose
- Department of Biomedical and Health Informatics, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America
- Foursquare Labs Inc., New York, New York, United States of America
| | - Aaron J. Masino
- Department of Biomedical and Health Informatics, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America
- School of Computing, Clemson University, Clemson, South Carolina, United States of America
- Center for Human Genetics, Clemson University, Greenwood, South Carolina, United States of America
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Campbell EA, Maltenfort MG, Shults J, Forrest CB, Masino AJ. Characterizing clinical pediatric obesity subtypes using electronic health record data. PLOS DIGITAL HEALTH 2022; 1:e0000073. [PMID: 36812554 PMCID: PMC9931247 DOI: 10.1371/journal.pdig.0000073] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/04/2022] [Accepted: 06/07/2022] [Indexed: 11/19/2022]
Abstract
In this work, we present a study of electronic health record (EHR) data that aims to identify pediatric obesity clinical subtypes. Specifically, we examine whether certain temporal condition patterns associated with childhood obesity incidence tend to cluster together to characterize subtypes of clinically similar patients. In a previous study, the sequence mining algorithm, SPADE was implemented on EHR data from a large retrospective cohort (n = 49 594 patients) to identify common condition trajectories surrounding pediatric obesity incidence. In this study, we used Latent Class Analysis (LCA) to identify potential subtypes formed by these temporal condition patterns. The demographic characteristics of patients in each subtype are also examined. An LCA model with 8 classes was developed that identified clinically similar patient subtypes. Patients in Class 1 had a high prevalence of respiratory and sleep disorders, patients in Class 2 had high rates of inflammatory skin conditions, patients in Class 3 had a high prevalence of seizure disorders, and patients in Class 4 had a high prevalence of Asthma. Patients in Class 5 lacked a clear characteristic morbidity pattern, and patients in Classes 6, 7, and 8 had a high prevalence of gastrointestinal issues, neurodevelopmental disorders, and physical symptoms respectively. Subjects generally had high membership probability for a single class (>70%), suggesting shared clinical characterization within the individual groups. We identified patient subtypes with temporal condition patterns that are significantly more common among obese pediatric patients using a Latent Class Analysis approach. Our findings may be used to characterize the prevalence of common conditions among newly obese pediatric patients and to identify pediatric obesity subtypes. The identified subtypes align with prior knowledge on comorbidities associated with childhood obesity, including gastro-intestinal, dermatologic, developmental, and sleep disorders, as well as asthma.
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Affiliation(s)
- Elizabeth A. Campbell
- Department of Information Science, College of Computing & Informatics, Drexel University, Philadelphia, Pennsylvania, United States of America
- Department of Biomedical and Health Informatics, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America
- * E-mail:
| | - Mitchell G. Maltenfort
- Department of Biomedical and Health Informatics, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America
| | - Justine Shults
- Department of Biomedical and Health Informatics, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America
| | - Christopher B. Forrest
- Department of Biomedical and Health Informatics, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America
- University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, United States of America
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Tariq S, Syed M, Martin T, Zhang X, Schmitz M. Rates of Perioperative Respiratory Adverse Events Among Caucasian and African American Children Undergoing General Anesthesia. Anesth Analg 2018; 127:181-187. [DOI: 10.1213/ane.0000000000003430] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
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Adewumi AA, Adedoyin RA, Awotidebe TO, Erhabor GE, Awopeju OF, Ativie RN, Oke KI. Association between exercise-induced asthma and parental socio-economic status among school-aged adolescents in a semiurban community in Nigeria. J Exerc Rehabil 2017; 13:292-299. [PMID: 28702440 PMCID: PMC5498085 DOI: 10.12965/jer.1734908.454] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2017] [Accepted: 06/05/2017] [Indexed: 12/17/2022] Open
Abstract
This study investigated the prevalence and association between exercise-induced asthma (EIA) and parental socio-economic status (PSES) among school-aged adolescents in a semiurban community in Nigeria. Three hundred and eighty-five adolescents (185 male and 200 female adolescents) whose ages ranged between 10 and 19 years participated in this cross-sectional study. Participants were recruited from four government approved secondary schools in Ido-Ekiti using a multistage sampling technique. Peak expiratory flow rate (PEFR) was assessed at baseline and after 6-min run test (6-MRT) on a level playing ground using a standard peak flow meter. PEFR measurements were repeated at 5th, 10th, 15th, and 20th min post 6-MRT. Participants who had >15.0% PEFR fall were considered to have EIA. PSES was assessed using a validated socio-economic status questionnaire. Descriptive and inferential statistics were used to analyze data. Alpha level was set at P<0.05. The mean ages of males and females were 13.9±2.0 and 13.8±1.6 years, respectively. More than half of the participants, 58.2% had EIA (>15.0% PEFR scores) while 53.5% belonged to middle PSES class. There was no significant difference between PEFR scores of male and female participants at baseline and 5th min post 6-MRT. However, male participants had significant higher PEFR than the female counterparts at 10th (t=2.090, P=0.037), 15th (t=2.162, P=0.031), and 20th min (t=2.978, P=0.003). There was significant association between EIA and PSES (χ2=152.4; P=0.001). The prevalence of EIA is very high among school-aged adolescents in Nigeria and was significantly associated with PSES.
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Affiliation(s)
- Adekola A Adewumi
- Department of Physiotherapy, Federal Teaching Hospital, Ido-Ekiti, Ekiti State, Nigeria.,Department of Medical Rehabilitation, College of Health Sciences, Obafemi Awolowo University, Ile-Ife, Nigeria
| | - Rufus A Adedoyin
- Department of Medical Rehabilitation, College of Health Sciences, Obafemi Awolowo University, Ile-Ife, Nigeria
| | - Taofeek O Awotidebe
- Department of Medical Rehabilitation, College of Health Sciences, Obafemi Awolowo University, Ile-Ife, Nigeria
| | - Gregory E Erhabor
- Chest Unit, Obafemi Awolowo University Teaching Hospitals Complex, Ile-Ife, Nigeria.,Department of Medicine, College of Health Sciences, Obafemi Awolowo University, Ile-Ife, Nigeria
| | - Olayemi F Awopeju
- Chest Unit, Obafemi Awolowo University Teaching Hospitals Complex, Ile-Ife, Nigeria.,Department of Medicine, College of Health Sciences, Obafemi Awolowo University, Ile-Ife, Nigeria
| | - Rita N Ativie
- Department of Medical Rehabilitation, Faculty of Health Sciences and Technology, University of Nigeria, Enugu Campus, Enugu, Nigeria
| | - Kayode I Oke
- Department of Physiotherapy, School of Medical Sciences, University of Benin, Benin City, Nigeria
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Lee J, Gogo A, Tancredi D, Fernandez Y Garcia E, Shaikh U. Improving asthma care in a pediatric resident clinic. BMJ QUALITY IMPROVEMENT REPORTS 2016; 5:bmjquality_uu214746.w6381. [PMID: 27933151 PMCID: PMC5128769 DOI: 10.1136/bmjquality.u214746.w6381] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/26/2016] [Revised: 09/23/2016] [Indexed: 11/16/2022]
Abstract
There is variation in pediatric asthma management in the outpatient setting. Adherence to national asthma guidelines provides a systematic standardized approach to asthma management. There is a gap between usual and guideline-consistent asthma care in resident clinics. Practice improvement modules aimed at improving resident physician adherence to asthma care guidelines have not been consistently utilized and have not yet been studied. Our aim was to increase guideline consistent care in our pediatric resident clinic in a twelve-month period via increasing performance on the following measures to 75%: spirometry testing; influenza immunization recommendation; level of control assessed through the use of a standardized questionnaire; appropriate medications per national guideline; and use of written asthma action plans. A summarized pediatric-specific version of the National Heart Lung and Blood Institute National Asthma Education and Prevention Program Expert Panel Report 3 (NHLBI EPR-3) guidelines was made readily available to increase provider education. Electronic health record (EHR) enhancements included adding templates to create standardized asthma action plan, asthma control test and a pediatric asthma controller medication order-set. We also addressed the education of patients by simplifying patient instructions. We monitored our progress through the use of an online practice improvement module. We found statistically significant increases in use of a standardized instrument to determine level of control (20% to 81%); recommendation of influenza immunization (56% to 97%); use of national medication treatment guidelines (28% to 98%); distribution of asthma action plans (29% to 65%); and provision of asthma self-management education (35% to 74%). Standardizing the implementation of national guidelines for pediatric asthma through the use of a practice improvement module and electronic health records improved adherence to guidelines. The module allowed us to identify goals for improvement, collect and analyze our group performance data over time, assess the impact of each change, and redesign our process. Improving adherence to national pediatric asthma care guidelines is especially important in settings such as resident teaching clinics which provide care to underserved populations at higher risk for complications related to asthma.
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Affiliation(s)
- Julia Lee
- UC Davis Medical Center, United States of America
| | - Albina Gogo
- UC Davis Medical Center, United States of America
| | | | | | - Ulfat Shaikh
- UC Davis Medical Center, United States of America
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Abstract
Acute chest syndrome is a frequent cause of acute lung disease in children with sickle-cell disease. Asthma is common in children with sickle-cell disease and is associated with increased incidence of vaso-occlusive pain events, acute chest syndrome episodes, and earlier death. Risk factors for asthma exacerbation and an acute chest syndrome episode are similar, and both can present with shortness of breath, chest pain, cough, and wheezing. Despite overlapping risk factors and symptoms, an acute exacerbation of asthma or an episode of acute chest syndrome are two distinct entities that need disease-specific management strategies. Although understanding has increased about asthma as a comorbidity in sickle-cell disease and its effects on morbidity, substantial gaps remain in knowledge about best management.
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Affiliation(s)
- Michael R DeBaun
- Department of Pediatrics and Medicine, Division of Hematology/Oncology, Nashville, TN, USA; Vanderbilt-Meharry Sickle Cell Center for Excellence, Vanderbilt University School of Medicine, Nashville, TN, USA.
| | - Robert C Strunk
- Division of Allergy, Immunology, and Pulmonary Medicine, Department of Pediatrics, Washington University School of Medicine, St Louis, MO, USA
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Coogan PF, Castro-Webb N, Yu J, O'Connor GT, Palmer JR, Rosenberg L. Neighborhood and Individual Socioeconomic Status and Asthma Incidence in African American Women. Ethn Dis 2016; 26:113-22. [PMID: 26843804 DOI: 10.18865/ed.26.1.113] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
OBJECTIVE Individual socioeconomic status (SES) has been associated with asthma incidence but whether neighborhood SES has an influence is unknown. We assessed the contributions of neighborhood socioeconomic status (SES), neighborhood housing density, neighborhood racial composition, and individual SES to the development of adult-onset asthma in Black women, accounting for other known or suspected risk factors. DESIGN AND PARTICIPANTS Prospective cohort study conducted among 47,779 African American women followed with biennial health questionnaires from 1995 to 2011. METHODS AND MAIN OUTCOME MEASURES Incident asthma was defined as new self-report of doctor-diagnosed asthma with concurrent use of asthma medication. We assessed neighborhood SES, indicated by census variables representing income, education, and wealth, and housing density and % African American population, as well as individual SES, indicated by highest education of participant/spouse. Cox proportional hazards models were used to derive multivariable hazard ratios (HRs) and 95% CIs for the association of individual SES and neighborhood variables with asthma incidence. RESULTS During a 16-year follow-up period, 1520 women reported incident asthma. Neighborhood factors were not associated with asthma incidence after control for individual SES, body mass index, and other factors. Compared with college graduates, the multivariable HR for asthma was 1.13 (95% CI 1.00-1.28) for women with some college education and 1.23 (95% CI 1.05-1.44) for women with no more than a high school education. CONCLUSIONS Individual SES, but not neighborhood SES or other neighborhood factors, was associated with the incidence of adult-onset asthma in this population of African American women.
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Affiliation(s)
| | | | - Jeffrey Yu
- Boston University, Slone Epidemiology Center
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Rehospitalization for childhood asthma: timing, variation, and opportunities for intervention. J Pediatr 2014; 164:300-5. [PMID: 24238863 DOI: 10.1016/j.jpeds.2013.10.003] [Citation(s) in RCA: 73] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/17/2013] [Revised: 09/04/2013] [Accepted: 10/01/2013] [Indexed: 11/24/2022]
Abstract
OBJECTIVE To assess the timing of pediatric asthma rehospitalization, variation in rate of rehospitalization across hospitals, and factors associated with rehospitalization at different intervals. STUDY DESIGN Retrospective cohort analysis of 44,204 hospitalizations for children with asthma within 42 children's hospitals between July 2008 and June 2011. The main outcome measures were rehospitalization for asthma within 7, 15, 30, 60, 180, and 365 days of an index asthma admission. RESULTS The rate of asthma rehospitalization ranged from 0.5% (n = 208) at 7 days to 17.2% (n = 7603) at 365 days. Black patients and patients with public insurance had higher odds of rehospitalization at 60 days and beyond (P ≤ .01 for both). Adolescents (12- to 18-year-old), patients with a diagnosis of a complex chronic condition, and patients with a prior year asthma admission had higher odds of rehospitalization at every time interval (P ≤ .001 for all). Significant hospital variation in case-mix adjusted rates of rehospitalization existed at each time interval (P ≤ .01 for all). Rates at 365 days were ≤ 10.9% for the top 10% of hospitals; if all hospitals achieved this rate, 36.6% of rehospitalizations might have been avoided. CONCLUSIONS Significant variation in asthma rehospitalization rates exists across children's hospitals from 7 to 365 days after an index admission. Racial/ethnic and economic disparities emerge at 60 days. By 1 year, rehospitalizations account for 1 in 6 hospitalizations. Assessing asthma rehospitalizations at longer intervals may augment our current understanding of and approach to post-hospitalization care improvement.
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Wasilevich EA, Rabito F, Lefante J, Johnson E. Short-term outdoor temperature change and emergency department visits for asthma among children: a case-crossover study. Am J Epidemiol 2012; 176 Suppl 7:S123-30. [PMID: 23035136 DOI: 10.1093/aje/kws326] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Although weather changes are known to cause asthma symptoms, their impact on asthma-related health-care utilization is poorly understood. The objective of the present study was to determine the association between short-term outdoor temperature change and asthma-related emergency department (ED) visits among children 3-18 years of age in Detroit, Michigan, in 2000-2001. Descriptive analyses of patient and ED visit characteristics were performed. A case-crossover study utilizing time-stratified controls was conducted to determine the impact of maximum temperature change and change rate measured during 4-, 8-, 12-, and 24-hour periods. Multivariable conditional logistic regression demonstrated the relation between ED visits and temperature change after controlling for other weather and pollutant measures. There were 4,804 asthma-related ED visits during the study period, and they occurred most frequently in the fall and during morning hours. The case-crossover study showed a statistically significant inverse relation between ED visits and maximum 24-hour temperature change after adjustment for climatic factors (for temperature change, odds ratio = 0.992, P = 0.04; for temperature change rate, odds ratio 0.972, P = 0.01). The association persisted after air pollutant measures were added to the model, although the association was not significant. Despite the finding that a greater 24-hour temperature change decreased the risk of asthma-related ED visits, the overall results suggested a negligible association with short-term temperature change.
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Affiliation(s)
- Elizabeth A Wasilevich
- Department of Epidemiology, School of Public Health and Tropical Medicine, Tulane University, New Orleans, Louisiana, USA.
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The association between community stressors and asthma prevalence of school children in Winnipeg, Canada. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2012; 9:579-95. [PMID: 22470311 PMCID: PMC3315265 DOI: 10.3390/ijerph9020579] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/23/2011] [Revised: 02/10/2012] [Accepted: 02/10/2012] [Indexed: 12/20/2022]
Abstract
It is generally surmised that community stressors have an incubating effect for a variety of diagnoses on maternal and child health. This is of public health significance, as children of mothers facing long-term distress were found to have a 60% higher risk for asthma diagnosis at age 7 in Manitoba, Canada. Our objective was to determine the association of community stressors with childhood asthma prevalence in Winnipeg, Canada from participants who completed the Study of Asthma, Genes and the Environment (SAGE) survey administered in 2002–2003 to a birth cohort from 1995. Measures of community socioeconomic makeup and community disorder with rank ordinalized by quintile at the census tract level were obtained from the 1996 Canada Census. Crime data (annual incidence per 10,000 persons) by neighbourhood profile for 2001 was provided by the Winnipeg Police Service. Dichotomous caregiver report of child asthma along with other indicators from the geocoded SAGE survey allowed linkage to 23 neighbourhood profiles. Multilevel logistic regression analyses were performed to estimate the effect of community stressors on childhood asthma prevalence for birth and non-birth home children (N = 1472) and children resident of birth homes at age 7 or 8 (N = 698). After adjusting for individual risk factors, children resident of birth homes in a high thefts over $5,000 neighbourhood profile were twice as likely (Adjusted OR, 2.05; 95% CI, 1.11–3.81) to have report of asthma compared to children in a lower thefts over $5,000 profile, with community thefts over $5,000 explaining over half of the observed neighbourhood variation in asthma.
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Sun Y, Sundell J. Life style and home environment are associated with racial disparities of asthma and allergy in Northeast Texas children. THE SCIENCE OF THE TOTAL ENVIRONMENT 2011; 409:4229-4234. [PMID: 21802705 DOI: 10.1016/j.scitotenv.2011.07.011] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/13/2011] [Revised: 06/28/2011] [Accepted: 07/05/2011] [Indexed: 05/31/2023]
Abstract
A high prevalence and racial disparities in asthma and allergy have been observed in American children. This study aimed to identify risk factors for asthma and allergy among children, and their contribution to racial disparities in allergy prevalence. A population-based cross-sectional study was carried out among children aged 1-8 years in Northeast Texas 2008-2009. The health conditions, life style and home environment of 3766 children were surveyed by parental questionnaires through e.g. daycares, elementary school, and medical clinics. Among participants who indicated their ethnicity, 255 were Mexican-Americans, 178 Afro-Americans and 969 Caucasians. Afro-American children had a significantly higher prevalence of asthma and eczema. Caucasian had the highest prevalence of rhinitis. Compared to Mexican-American children, Afro-American and Caucasian children were breast fed shorter time, more often went to day care center, had pets and environmental tobacco smoke exposure at home more often. For all children, being at a day care center, being exposed to dampness and environmental tobacco smoke at home were strong risk factors for asthma and allergy. Central air conditioning system was associated with an increased prevalence of wheeze among Mexican-American children, while pets were associated with an increased risk of rhinitis among Afro-American and Caucasian children. Caucasian children were generally not healthier than relatively poor Mexican-American children. Differences in the prevalence of asthma and allergy between races cannot be explained by socioeconomic status only. Life style and home environmental exposures are important risk factors for asthma and allergy in Northeast Texas children.
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Affiliation(s)
- Yuexia Sun
- Texas Institute of Allergy, Indoor Environment and Energy (TxAIRE), University of Texas at Tyler, 3900 University Blvd, Tyler, Tx 75799, USA.
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Chen E, Strunk RC, Trethewey A, Schreier HMC, Maharaj N, Miller GE. Resilience in low-socioeconomic-status children with asthma: adaptations to stress. J Allergy Clin Immunol 2011; 128:970-6. [PMID: 21824649 DOI: 10.1016/j.jaci.2011.06.040] [Citation(s) in RCA: 65] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2011] [Revised: 06/11/2011] [Accepted: 06/16/2011] [Indexed: 11/25/2022]
Abstract
BACKGROUND Low socioeconomic status (SES) is a strong predictor of many health problems, including asthma impairment; however, little is understood about why some patients defy this trend by exhibiting good asthma control despite living in adverse environments. OBJECTIVE This study sought to test whether a psychological characteristic, the shift-and-persist strategy (dealing with stressors by reframing them more positively while at the same time persisting in optimistic thoughts about the future), protects low-SES children with asthma. METHODS One hundred twenty-one children aged 9 to 18 years with a physician's diagnosis of asthma were recruited from medical practices and community advertisements (mean age, 12.6 years; 67% male; 61% white). Shift-and-persist scores and asthma inflammation (eosinophil counts and stimulated IL-4 cytokine production) were assessed at baseline, and asthma impairment (daily diary measures of rescue inhaler use and school absences) and daily peak flow were monitored at baseline and at a 6-month follow-up. RESULTS Children who came from low-SES backgrounds but who engaged in shift-and-persist strategies displayed less asthma inflammation at baseline (β = 0.19, P < .05), as well as less asthma impairment (reduced rescue inhaler use and fewer school absences; β = 0.32, P < .01) prospectively at the 6-month follow-up period. In contrast, shift-and-persist strategies were not beneficial among high-SES children with asthma. CONCLUSION An approach that focuses on the psychological qualities that low-SES children develop to adapt to stressors might represent a practical and effective starting point for reducing health disparities. Moreover, the approaches that are effective in low-SES communities might be different from those that are optimal in a high-SES context.
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Affiliation(s)
- Edith Chen
- Department of Psychology, University of British Columbia, Vancouver, British Columbia, Canada.
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Bunik M, Federico MJ, Beaty B, Rannie M, Olin JT, Kempe A. Quality improvement for asthma care within a hospital-based teaching clinic. Acad Pediatr 2011; 11:58-65. [PMID: 21272825 DOI: 10.1016/j.acap.2010.10.004] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/21/2009] [Revised: 10/13/2010] [Accepted: 10/16/2010] [Indexed: 10/18/2022]
Abstract
OBJECTIVE The aim of this study was to determine if a quality improvement intervention in a teaching clinic was associated with the following: 1) improved asthma action plan creation and distribution, 2)increased classification of asthma patients as intermittent or persistent, 3) increased prescriptions of asthma controller medications, 4) decreased emergency department visits and hospitalizations, and 5) sustainable changes in outcomes after the intervention year. METHODS A retrospective analysis was conducted of a quality improvement project involving children aged >2 years who were diagnosed with asthma, evaluated in a large hospital-based teaching clinic. Outcomes were assessed for 1 year before and 3 years after quality improvement intervention. RESULTS Data from children with asthma seen in the clinic over the 4 years of the study (N = 1797) were analyzed. Mixed effects model regressions showed that children after the intervention were over twofold more likely to receive an asthma action plan (using 2006 as referent, adjusted risk ratio [ARR] 2.29, 95% confidence interval [CI] 2.03-2.56 in 2007; ARR 2.40, 95% CI 2.15-2.66 in 2008; ARR 2.86, 95% CI 2.60-3.20 in 2009). Recorded assessment of asthma severity was 31% to 47% more likely post-intervention (ARR 1.31, 95% CI 1.26-1.36 in 2007, ARR 1.44 95% CI 1.38-1.50 in 2008, ARR 1.47 95% 1.41-1.54 in 2009). Controller medication prescribing increased postintervention ARR 1.08, 95% CI, 1.02-1.14 in 2007; ARR 1.11, 95% CI, 1.04-1.17 in 2008; ARR 1.11, 95% CI, 1.05-1.19 in 2009. Emergency department visits and hospitalizations trended lower postintervention (not significant). CONCLUSIONS A quality improvement intervention in a hospital-based teaching clinic was associated with increased use of asthma action plans, classification of asthma severity, and controller medications, and possibly a trend toward fewer emergency visits and hospitalizations.
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Affiliation(s)
- Maya Bunik
- Department of Pediatrics, University of Colorado Denver, Denver, USA.
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Farfel A, Tirosh A, Derazne E, Garty BZ, Afek A. Association between socioeconomic status and the prevalence of asthma. Ann Allergy Asthma Immunol 2010; 104:490-5. [PMID: 20568381 DOI: 10.1016/j.anai.2010.03.019] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
BACKGROUND The finding in some recent studies that the prevalence of asthma is higher in poor populations contradicts the hygiene theory, which claims that improved quality of life removes protective factors that prevent atopy. OBJECTIVE To determine whether socioeconomic status (SES) is associated with the prevalence of asthma in adolescents in Israel. METHODS The study sample consisted of 159,243 consecutive 17-year-old military recruits examined in the Israel Defense Forces. Relevant medical data were collected from the army's computerized database. The SES of the recruits was assessed according to the socioeconomic grade (by quintiles) assigned to their city or town of residence by the Israel Central Bureau of Statistics and by the number of children in the family. RESULTS Asthma was documented in 8.5% of the male recruits and in 6.7% of the female recruits. The prevalence of asthma increased with an increase in socioeconomic grade, from 3.7% for the lowest quintile to 8.8% for the highest (P < .001). Separate analysis of individuals from the Tel Aviv area showed that the prevalence of asthma ranged from 3.4% to 13.7% from the lowest to the highest socioeconomic quintiles (P < .001). In Israel, having a higher number of children in the family is associated with lower SES. There was an inverse relationship between number of children in the family and the prevalence of asthma: 8.7% in families with 1 or 2 children and 1.9% in families with 9 or more children. CONCLUSIONS High SES is associated with a relatively high prevalence of asthma in adolescents in Israel.
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Affiliation(s)
- Alon Farfel
- Medical Corps, Israel Defense Forces, Tel Hashomer, Israel
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Quinn K, Kaufman JS, Siddiqi A, Yeatts KB. Stress and the city: housing stressors are associated with respiratory health among low socioeconomic status Chicago children. J Urban Health 2010; 87:688-702. [PMID: 20499191 PMCID: PMC2900574 DOI: 10.1007/s11524-010-9465-1] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Asthma disproportionately affects non-whites in urban areas and those of low socioeconomic status, yet asthma's social patterning is not well-explained by known risk factors. We hypothesized that disadvantaged urban populations experience acute and chronic housing stressors which produce psychological stress and impact health through biological and behavioral pathways. We examined eight outcomes: six child respiratory outcomes as well as parent and child general health, using data from 682 low-income, Chicago parents of diagnosed and undiagnosed asthmatic children. We created a continuous exposure, representing material, social and emotional dimensions of housing stressors, weighted by their parent-reported difficulty. We compared the 75th to the 25th quartile of exposure in adjusted binomial and negative binomial regression models. Higher risks and rates of poor health were associated with higher housing stressors for six of eight outcomes. The risk difference (RD) for poor/fair general health was larger for children [RD = 6.28 (95% CI 1.22, 11.35)] than for parents [RD = 3.88 (95% CI -1.87, 9.63)]. The incidence rate difference (IRD) for exercise intolerance was nearly one extra day per 2 weeks for the higher exposure group [IRD = 0.88 (95% CI 0.41, 1.35)]; nearly one-third extra day per 2 weeks for waking at night [IRD = 0.32 (95% CI 0.01, 0.63)]; and nearly one-third extra day per 6 months for unplanned medical visits [IRD = 0.30 (95% CI 0.059, 0.54)]. Results contribute to the conceptualization of urban stress as a "social pollutant" and to the hypothesized role of stress in health disparities. Interventions to improve asthma outcomes must address individuals' reactions to stress while we seek structural solutions to residential stressors and health inequities.
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Affiliation(s)
- Kelly Quinn
- Department of Epidemiology, University of North Carolina Gillings School of Global Public Health, Chapel Hill, NC, USA.
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Pesek RD, Vargas PA, Halterman JS, Jones SM, McCracken A, Perry TT. A comparison of asthma prevalence and morbidity between rural and urban schoolchildren in Arkansas. Ann Allergy Asthma Immunol 2010; 104:125-31. [PMID: 20306815 DOI: 10.1016/j.anai.2009.11.038] [Citation(s) in RCA: 47] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
BACKGROUND Asthma disproportionately affects minority and low-income children. Investigations that focus on high-risk pediatric populations outside the inner city are limited. OBJECTIVE To compare asthma prevalence and morbidity in urban and rural children in Arkansas. METHODS We administered a validated survey to parents of children enrolled in urban and rural school districts in Arkansas. Rates of asthma diagnosis, asthma symptoms, medication use, and health care utilization were compared between urban and rural groups. RESULTS Age and sex distributions were similar; however, 85% of rural and 67% of urban children were black and 78% of rural and 37% of urban children had state-issued medical insurance (P < .001 for both). Provider-diagnosed asthma was similar in the rural vs urban groups (19% vs 20%); however, rural children were more commonly diagnosed as having chronic bronchitis (7% vs. 2%, P < .001). Rural children had more asthma morbidity compared with urban children, including recurrent trouble breathing (odds ratio [OR], 1.9; 95% confidence interval [CI], 1.5-2.2), recurrent cough (OR, 2.2; 95% CI, 1.9-2.6), recurrent chest tightness (OR, 1.8; 95% CI, 1.5-2.2), and repeated episodes of bronchitis (OR, 2.2; 95% CI, 1.7-2.8) during the preceding 2 years. Rural children were more likely to report symptoms consistent with moderate to severe asthma compared with urban children (46% vs. 35%, P < .001). There were no differences in health care utilization between groups. CONCLUSION Asthma prevalence was similar between representative rural and urban groups in Arkansas, but asthma morbidity was significantly higher in the rural group.
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Affiliation(s)
- Robbie D Pesek
- Department of Pediatrics, University of Arkansas for Medical Sciences, Little Rock, Arkansas 72202, USA
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Chen Y, Bishop M, Liepold H. Increased effect of obesity on asthma in adults with low household income. J Asthma 2010; 47:263-8. [PMID: 20210611 DOI: 10.3109/02770900903427011] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
BACKGROUND Both obesity and low income are risk factors of asthma and their joint effect on the disease has not been studied previously. OBJECTIVE To examine the influence of obesity and household income and their joint effect on asthma. METHODS The authors conducted an analysis based on data from 115,722 subjects 18+ years of age who participated in a national survey in 2005. Logistic regression analysis was used to adjust for covariates. The joint effect of household income and body mass index (BMI) on asthma was assessed on an additive scale. RESULTS Obesity associated with an increased risk of asthma was significant in all income categories in women but was only significant in the low-income group in men. A stronger association between obesity and asthma was observed in low- than in high-income families. For men and women combined, the adjusted odds ratio for those with a BMI value of 35 kg/m(2) or more versus those with a BMI less than 25 kg/m(2) was 2.01 in the low-household income group compared with only 1.47 in the high-income group. The corresponding adjusted relative excess risk of interaction was 1.50 (95% confidence interval [CI]: 0.88, 1.65) for men and women combined and was 2.73 (95% CI: 1.50, 5.39) for women. CONCLUSION These data suggested an interactive effect of obesity and low-household income on the prevalence of asthma.
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Affiliation(s)
- Yue Chen
- Department of Epidemiology and Community Medicine, Faculty of Medicine, University of Ottawa, Ottawa, Ontario.
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Quinn K, Kaufman JS, Siddiqi A, Yeatts KB. Parent perceptions of neighborhood stressors are associated with general health and child respiratory health among low-income, urban families. J Asthma 2010; 47:281-9. [PMID: 20235835 DOI: 10.3109/02770901003605324] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
BACKGROUND This cross-sectional study examines parents' perceptions of their neighborhoods and general and respiratory health among low-income Chicago families. Asthma disproportionately affects nonwhite, urban, and low socioeconomic status (SES) populations, but Chicago's burden, and the national epidemic, are not well explained by known risk factors. Urban dwellers experience acute and chronic stressors that produce psychological distress and are hypothesized to impact health through biological and behavioral pathways. Identifying factors that covary with lower SES and minority-group status-e.g., stress-is important for understanding asthma's social patterning. METHODS We used survey data from 319 parents of children 5-13 years with asthma/respiratory problems and principal components analysis to create exposure variables representing parents' perceptions of two aspects of neighborhoods: collective efficacy ("CE") and physical/social order ("order"). Adjusted binomial regression models estimated risk differences (RDs) and 95% confidence intervals (CIs) for eight binary outcomes. RESULTS Magnitude was generally as expected, i.e., RD for low- versus high- (most favorable) exposure groups (RD(low v. high)) was larger than for the middle versus high contrast (RD(mid v. high)). "Parent general health" was strongly associated with "CE" (RD(low v. high) = 20.8 [95% CI: 7.8, 33.9]) and "order" (RD(mid v. high) = 11.4 [95% CI: 2.1, 20.7]), unlike "child general health," which had nearly null associations. Among respiratory outcomes, only "waking at night" was strongly associated with "CE" (RD(low v. high) = 16.7 [95% CI: 2.8, 30.6]) and "order" (RD(low v. high) = 22.2 [95% CI: 8.6, 35.8]). "Exercise intolerance" (RD(low v. high) = 15.8 [95% CI: 2.1, 29.5]) and "controllability" (RD(mid v. high) = 12.0 [95% CI: 1.8, 22.3]) were moderately associated with "order" but not with "CE," whereas "school absences," "rescue medication use," and "unplanned visits" had nearly null associations with both exposures. CONCLUSIONS More negative perceptions tended to be associated with higher risk of undesirable outcomes, adding to evidence that the social environment contributes to health and supporting research on stress' health impact among disadvantaged populations. Interventions must address not only traditional "environmental" factors, but also individuals' reactions to stress and attempt to mitigate effects of stressors while structural solutions to health inequities are sought.
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Affiliation(s)
- Kelly Quinn
- Department of Epidemiology, University of North Carolina Gillings School of Global Public Health, Chapel Hill, North Carolina, USA.
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Apfelbacher CJ, Ollert M, Ring J, Behrendt H, Krämer U. Contact to cat or dog, allergies and parental education. Pediatr Allergy Immunol 2010; 21:284-91. [PMID: 19594863 DOI: 10.1111/j.1399-3038.2009.00893.x] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Whether or not associations between animal contact and allergy/atopy are homogeneous across social strata has not yet been investigated. The aim of this study was to estimate the association between animal contact (cat, dog) and allergy/atopy in 6-yr-old school beginners, stratified by parental educational level. A total of 30794, 6-yr old children participated in cross-sectional studies between 1991 and 2000 in Germany. Allergic sensitization to common aeroallergens and symptoms and diagnoses of atopic diseases (asthma, eczema, hay fever) were the dependent variables. Contact with dog/cat were the independent variables. Logistic regression was used to adjust for confounding. Analyses were stratified for parental education. Prevalences of hay fever, eczema, specific sensitization to pollen and house dust mite increased, while the prevalence of contact to cat and dog decreased with parental educational level. Globally significant positive associations between cat contact and sensitization to cat (interaction significant) and between dog contact and wheezing remained significant in the highest and medium/highest educational strata respectively. A globally significant inverse association between cat contact and hay fever remained significant in the highest educational stratum only. The inverse association of contact to dog with eczema was globally significant, but not in the strata. When estimating the associations between animal contact and allergy/atopy in children, effect modification by social status should be considered. Cat contact seems to increase the odds of sensitization to cat only in children whose parents have a high level of education.
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20
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Crocker D, Brown C, Moolenaar R, Moorman J, Bailey C, Mannino D, Holguin F. Racial and ethnic disparities in asthma medication usage and health-care utilization: data from the National Asthma Survey. Chest 2009; 136:1063-1071. [PMID: 19567492 DOI: 10.1378/chest.09-0013] [Citation(s) in RCA: 113] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2022] Open
Abstract
BACKGROUND Despite the availability of effective treatment, minority children continue to experience disproportionate morbidity from asthma. Our objective was to identify and characterize racial and ethnic disparities in health-care utilization and medication usage among US children with asthma in a large multistate asthma survey. METHODS We analyzed questions from the 2003-2004 four-state sample of the National Asthma Survey to assess symptom control, medication use, and health-care utilization among white, black, and Hispanic children < 18 years old with current asthma who were residing in Alabama, California, Illinois, or Texas. RESULTS Of the 1,485 children surveyed, 55% were white, 25% were Hispanic, and 20% were black. Twice as many black children had asthma-related ED visits (39% vs 18%, respectively; p < 0.001) and hospitalizations (12% vs 5%, respectively; p = 0.02) compared with white children. Significantly fewer black and Hispanic children reported using inhaled corticosteroids (ICSs) in the past 3 months (21% and 22%, respectively) compared to white children (33%; p = 0.001). Additionally, 26% of black children and 19% of Hispanic children reported receiving a daily dose of a short-acting beta-agonist compared with 12% of white children (p = 0.001). ED visits were positively correlated with short-acting beta-agonist use and were negatively correlated with ICS use when stratified by race/ethnicity. CONCLUSIONS Children with asthma in this large, multistate survey showed a dramatic underuse of ICSs. Black and Hispanic children compared with white children had more indicators of poorly controlled asthma, including increased emergency health-care utilization, more daily rescue medication use, and lower use of ICSs, regardless of symptom control.
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Affiliation(s)
- Deidre Crocker
- Air Pollution and Respiratory Health Branch, Centers for Disease Control and Prevention, Atlanta GA.
| | - Clive Brown
- Division of Global Migration and Quarantine, Centers for Disease Control and Prevention, Atlanta GA
| | - Ronald Moolenaar
- Division of Global Public Health Capacity Development, Centers for Disease Control and Prevention, Atlanta GA
| | - Jeanne Moorman
- Air Pollution and Respiratory Health Branch, Centers for Disease Control and Prevention, Atlanta GA
| | - Cathy Bailey
- Air Pollution and Respiratory Health Branch, Centers for Disease Control and Prevention, Atlanta GA
| | - David Mannino
- Division of Pulmonary and Critical Care Medicine, University of Kentucky, Lexington KY
| | - Fernando Holguin
- Department of Medicine, University of Pittsburgh, Pittsburgh, PA
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Nichols B, Scott L, Jones S, Kwong K, Morphew T, Jones CA. Detection of undiagnosed and poorly controlled asthma in a hospital-based outpatient pediatric primary care clinic using a health risk assessment system. J Asthma 2009; 46:498-505. [PMID: 19544172 DOI: 10.1080/02770900902866776] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
OBJECTIVE To determine the rate of undiagnosed and poorly controlled asthma detected by a computerized health risk assessment (HRA) survey system in an urban pediatric hospital-based outpatient teaching clinic. METHODS A software-based HRA system uses survey answer patterns to identify children with (1) probable, (2) uncontrolled, and (3) moderate to severe asthma. Parents of patients > or = 2 years of age were asked by clinic staff to complete the touch screen computer survey before seeing their physician from August 2005 through July 2006. RESULTS The HRA survey predicted 26% (282/1,098) to have probable asthma. Of these, 51% (144/282) were controlled and the parents reported a previous diagnosis of asthma; 14% (40/282) were controlled and the parents did not report a previous diagnosis of asthma; 25% (71/282) were uncontrolled and the parents reported a previous diagnosis of asthma; and 10% (27/282) were uncontrolled and no previous diagnosis of asthma was reported by the parents. Among active cases completing the baseline version survey (N = 217), 68% reported emergency department (ED) visits / hospitalizations in the last 2 years (44% > or =2), while 59% reported missed school days during the previous year (23% > or =5 days). Impairment, as defined by the 2007 National Heart, Lung, and Blood Institute/National Asthma Education and Prevention Program (NHLBI/NAEPP) asthma guidelines, tended to be higher in patients without a previous diagnosis of asthma, per parental report, but this trend only achieved significance in two measures: daytime symptoms > or =2 days per week in the last 4 weeks (p = 0.028) and more than 5 missed school days in the past year (p = 0.001). CONCLUSION A previously validated HRA system can consistently identify a high rate of undiagnosed and poorly controlled asthma in an urban pediatric hospital-based teaching clinic. The utility of such a system would be to reduce missed opportunities for delivery of care and morbidity for the patients who currently have undiagnosed and/or uncontrolled asthma in the pediatric primary care outpatient setting.
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Affiliation(s)
- B Nichols
- Allergy Immunology Division, LAC+USC Medical Center, 1240 N. Mission Road, Los Angeles, CA 90033, USA.
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22
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Joseph CLM, Havstad SL, Ownby DR, Zoratti E, Peterson EL, Stringer S, Johnson CC. Gender differences in the association of overweight and asthma morbidity among urban adolescents with asthma. Pediatr Allergy Immunol 2009; 20:362-9. [PMID: 18823359 PMCID: PMC4040262 DOI: 10.1111/j.1399-3038.2008.00803.x] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Asthma and obesity disproportionately affect US African-American youth. Among youth with asthma, obesity has been associated with poor control. The impact of gender on this association is unclear. We examined these relationships in a sample of urban, African-American adolescents with asthma. Questionnaires were used to identify high school students with asthma, and to examine the association of body mass index (BMI) to asthma morbidity, by gender. Of 5967 students completing questionnaires, 599 (10%) met criteria for asthma and 507 had data sufficient for inclusion in further analyses (46% male, mean age = 15.1 yr). Univariately, BMI > 85th percentile was significantly related only to reported emergency department visits (ED) and school days missed for any reason, Odds Ratio (95%Confidence Interval) = 1.7(1.1-2.7), p = 0.01 and 1.8(1.1-3.0), p = 0.01, respectively. A significant gender-BMI interaction (p < 0.05) was observed in multivariate models for ED visits, hospitalizations and school days missed for asthma. In gender-specific models, adjusted Risk Ratios for BMI > 85th and ED visits, hospitalizations, and school days missed because of asthma were 1.7(0.9-3.2), 6.6(3.1-14.6) and 3.6(1.8-7.2) in males. These associations were not observed in females. Gender modifies the association between BMI and asthma-related morbidity among adolescents with asthma. Results have implications for clinical management as well as future research.
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Affiliation(s)
- C L M Joseph
- Henry Ford Health System, Department of Biostatistics & Research Epidemiology, Detroit, MI 48202, USA.
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Gupta RS, Zhang X, Sharp LK, Shannon JJ, Weiss KB. The protective effect of community factors on childhood asthma. J Allergy Clin Immunol 2009; 123:1297-304.e2. [PMID: 19450873 DOI: 10.1016/j.jaci.2009.03.039] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2008] [Revised: 03/26/2009] [Accepted: 03/30/2009] [Indexed: 11/19/2022]
Abstract
BACKGROUND Asthma burden in the US is not evenly distributed. Although asthma prevalence varies widely across urban neighborhoods, little attention has been paid to the community as a key contributor. OBJECTIVE To determine the effect of positive socio-environmental community factors on childhood asthma prevalence in Chicago. METHODS From 2003 to 2005, an asthma screening survey was conducted among children attending Chicago Public/Catholic schools from kindergarten through eighth grade. One hundred five schools participated, yielding a stratified representation of 4 race-income groups. Positive community factors, such as social capital, economic potential, and community amenities, were assessed by using the Metro Chicago Information Center's Community Vitality Index. RESULTS Of the surveys returned, 45,177 (92%) were geocoded into 287 neighborhoods. Neighborhoods were divided into quartile groups by asthma prevalence (mean, 8%, 12%, 17%, 25%). Community vitality (54% vs 44%; P < .0001) and economic potential (64% vs 38%; P < .0001) were significantly higher in neighborhoods with low asthma prevalence. Neighborhood interaction (36% vs 73%; P < .0001) and stability (40% vs 53%; P < .0001) were significantly higher in neighborhoods with high asthma prevalence. Overall, positive factors explained 21% of asthma variation. Childhood asthma increased as the black population increased in a community (P < .0001). Accordingly, race/ethnicity was controlled. In black neighborhoods, these factors remained significantly higher in neighborhoods with low asthma prevalence. When considered alongside socio-demographic/individual characteristics, overall community vitality as well as social capital continued to contribute significantly to asthma variation. CONCLUSION Asthma prevalence in Chicago is strongly associated with socio-environmental factors thought to enrich a community. A deeper understanding of this impact may lend insight into interventions to reduce childhood asthma.
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Affiliation(s)
- Ruchi S Gupta
- Institute for Healthcare Studies, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
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Chen E, Schreier HMC. Does the social environment contribute to asthma? Immunol Allergy Clin North Am 2008; 28:649-64, x. [PMID: 18572112 DOI: 10.1016/j.iac.2008.03.007] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
The impact of the social environment on asthma has recently begun to receive increasing attention. This article reviews the current literature to investigate the impact of the social environment at three levels-the neighborhood level, the peer level, and the family level-and to explore pathways through which the social environment "gets under the skin" to impact asthma onset and morbidity. Research to date suggests that adverse social conditions at the neighborhood and family levels impact asthma morbidity through direct effects on physiologic systems as well as by altering health behaviors. The impact on asthma of social networks, such as friendships, is less clear and will need to be investigated further. Future research will need to take into account the impact of the social environment to develop more comprehensive models of asthma pathogenesis.
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Affiliation(s)
- Edith Chen
- Department of Psychology, University of British Columbia,Vancouver, British Columbia V6T 1Z4, Canada.
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Brazil K, Cloutier MM, Tennen H, Bailit H, Higgins PS. A qualitative study of the relationship between clinician attributes, organization, and patient characteristics on implementation of a disease management program. ACTA ACUST UNITED AC 2008; 11:129-37. [PMID: 18426379 DOI: 10.1089/dis.2008.1120008] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
Abstract
The purpose of this study was to examine the challenges of integrating an asthma disease management (DM) program into a primary care setting from the perspective of primary care practitioners. A second goal was to examine whether barriers differed between urban-based and nonurban-based practices. Using a qualitative design, data were gathered using focus groups in primary care pediatric practices. A purposeful sample included an equal number of urban and nonurban practices. Participants represented all levels in the practice setting. Important themes that emerged from the data were coded and categorized. A total of 151 individuals, including physicians, advanced practice clinicians, registered nurses, other medical staff, and nonmedical staff participated in 16 focus groups that included 8 urban and 8 nonurban practices. Content analyses identified 4 primary factors influencing the implementation of a DM program in a primary care setting. They were related to providers, the organization, patients, and characteristics of the DM program. This study illustrates the complexity of the primary care environment and the challenge of changing practice in these settings. The results of this study identified areas in a primary care setting that influence the adoption of a DM program. These findings can assist in identifying effective strategies to change clinical behavior in primary care practices.
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Affiliation(s)
- Kevin Brazil
- Department of Clinical Epidemiology and Biostatistics, McMaster University Hamilton, Ontario, Canada.
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Turyk ME, Hernandez E, Wright RJ, Freels S, Slezak J, Contraras A, Piorkowski J, Persky VW. Stressful life events and asthma in adolescents. Pediatr Allergy Immunol 2008; 19:255-63. [PMID: 18397410 DOI: 10.1111/j.1399-3038.2007.00603.x] [Citation(s) in RCA: 65] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Recent studies suggest that psychosocial factors may contribute to asthma. We examined associations of stressful life events with asthma prevalence and morbidity among Chicago adolescents. Self-reported asthma, measures of asthma morbidity, and 15 life events were collected from 2026 seventh to ninth grade students from 34 Chicago Catholic schools as part of the International Study of Allergies and Asthma in Childhood in 1994-95. Life events were reported by 77% of adolescents and overall asthma prevalence was 15.5%. Stressful life events in adolescents were significantly related to both asthma and asthma morbidity. Odds of asthma was 1.44 (95% confidence interval [CI] = 1.07, 1.95) for those reporting two to three stressful events and 1.92 (95% CI = 1.41, 2.62) for subjects endorsing more than three stressful events. In adolescents with asthma, number of asthma symptoms (odds ratio [OR] for increase in one event = 1.16, 95% CI = 1.07, 1.27), asthma-related school absenteeism (OR = 1.17, 95% CI = 1.04, 1.32), physician visits for asthma (OR = 1.16, 95% CI = 1.04, 1.29), and hospitalization for asthma (OR = 1.20, 95% CI = 1.001, 1.44) were significantly associated with the number of stressful events, independent of home exposure to cigarette smoke and dampness, use of inhaled substances, and sociodemographic factors. While these results are not sufficient to assign causality in the relationship between stress and asthma, they are supported by a number of other studies and by plausible biologic mechanisms. Assessing and addressing the effects of stressful life events may be helpful in managing asthma in inner city adolescents.
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Affiliation(s)
- Mary E Turyk
- Division of Epidemiology and Biostatistics, School of Public Health, University of Illinois at Chicago, Chicago, IL 60612, USA.
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Gupta RS, Zhang X, Sharp LK, Shannon JJ, Weiss KB. Geographic variability in childhood asthma prevalence in Chicago. J Allergy Clin Immunol 2008; 121:639-645.e1. [PMID: 18243285 DOI: 10.1016/j.jaci.2007.11.036] [Citation(s) in RCA: 80] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2007] [Revised: 11/08/2007] [Accepted: 11/12/2007] [Indexed: 11/29/2022]
Abstract
BACKGROUND Childhood asthma prevalence has been shown to be higher in urban communities overall without an understanding of differences by neighborhood. OBJECTIVE To characterize the geographic variability of childhood asthma prevalence among neighborhoods in Chicago. METHODS Asthma screening was conducted among children attending 105 Chicago schools as part of the Chicago Initiative to Raise Asthma Health Equity. Additional child information included age, sex, race/ethnicity, and household members with asthma. Surveys were geocoded and linked with neighborhoods. Neighborhood information on race, education, and income was based on 2000 census data. Bivariate and multilevel analyses were performed. RESULTS Of the 48,917 surveys, 41,255 (84.3%) were geocoded into 287 neighborhoods. Asthma prevalence among all children was 12.9%. Asthma rates varied among neighborhoods from 0% to 44% (interquartile range, 8% to 24%). Asthma prevalence (mean, SD, range) in predominantly black neighborhoods (19.9, +/-7, 4% to 44%) was higher than in predominantly white neighborhoods (11.4, +/-4.7, 2% to 30%) and predominantly Hispanic neighborhoods (12.1, +/-6.8, 0% to 29%). Although sex, age, household members with asthma, and neighborhood income significantly affected asthma prevalence, they did not explain the differences seen between neighborhoods. Race explained a significant proportion (about 80%) but not all of this variation. CONCLUSION Childhood asthma prevalence varies widely by neighborhood within this urban environment. Adjacent areas in Chicago were identified with significantly different asthma prevalence. A better understanding of the effect of neighborhood characteristics may lend insight into potential interventions to reduce childhood asthma.
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Affiliation(s)
- Ruchi S Gupta
- Institute for Healthcare Studies, Northwestern University Feinberg School of Medicine, Chicago, IL 60614, USA.
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Persky V, Turyk M, Piorkowski J, Coover L, Knight J, Wagner C, Hernandez E, Eldeirawi K, Fitzpatrick A. Inner-city asthma: the role of the community. Chest 2008; 132:831S-839S. [PMID: 17998347 DOI: 10.1378/chest.07-1911] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2022] Open
Abstract
Asthma morbidity and mortality are disproportionately high in low-income minority populations. Variations in environmental exposures, stress, and access to appropriate health care all contribute to these disparities. The complex nature of asthma with strong contributions from environmental, psychosocial, and biological factors suggest that community-based approaches focused on the unique needs of high-risk populations may be effective. The few previous randomized trials suggest that case management with professionals and/or community health educators may reduce asthma morbidity. Health-educator programs should be lodged in stable infrastructures with training and funding for community health workers to obtain long-term sustainability. Factors not amenable to individual intervention, however, such as poor condition of homes, outdoor pollution, and lack of access to appropriate care, will require collaborative efforts of community groups, academic professionals, public agencies, and health-care providers.
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Affiliation(s)
- Victoria Persky
- Epidemiology/Biostatistics Division, University of Illinois School of Public Health, 1603 Taylor St, Room 878a, Chicago, IL 60612, USA.
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Shannon JJ, Catrambone CD, Coover L. Targeting improvements in asthma morbidity in Chicago: a 10-year retrospective of community action. Chest 2008; 132:866S-873S. [PMID: 17998352 DOI: 10.1378/chest.07-1923] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2022] Open
Abstract
Chicago has been described as "asthma ground zero" due to its disproportionately high rates of asthma-related hospitalization and mortality. Asthma prevalence rates in Chicago are higher for whites and African Americans than the national average. In an effort to address the asthma burden and disparities in Chicago, multiple initiatives throughout the city have been launched and continue due largely to the support of the Otho S.A. Sprague Memorial Institute. The purpose of this article is to describe the policy, advocacy, educational, surveillance, research, quality improvement, community, and consortia activities over the past 10 years and their impact on asthma morbidity and disparities in Chicago.
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Affiliation(s)
- John Jay Shannon
- Parkland Health and Hospital System, Administration Suite, 5201 Harry Hines Blvd, Dallas, TX 75214, USA.
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Naureckas ET, Thomas S. Are we closing the disparities gap? Small-area analysis of asthma in Chicago. Chest 2008; 132:858S-865S. [PMID: 17998351 DOI: 10.1378/chest.07-1913] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2022] Open
Abstract
Disparities in asthma outcomes in the Chicago area have been observed between geographic areas and ethnic and socioeconomic groups. As efforts to close this gap have moved beyond the initial characterization of the problem to implementation of concrete programs to address these disparities, objective measures of success are essential. We present a variety of data from the Chicago area to assess whether any improvement in previously reported disparities can be demonstrated. While some process outcomes such as medication usage have improved over time, death from asthma has failed to demonstrate an equivalent improvement. More importantly, the differential in asthma mortality and hospitalization rates between African Americans and European Americans has failed to close in the years following the release of the National Asthma Education and Prevention Program asthma guidelines.
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Affiliation(s)
- Edward T Naureckas
- Department of Medicine, University of Chicago, 5841 South Maryland Ave, MC 6076, Chicago, IL 60637, USA.
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Bollinger ME, Smith SW, LoCasale R, Blaisdell C. Transition to managed care impacts health care service utilization by children insured by Medicaid. J Asthma 2007; 44:717-22. [PMID: 17994400 DOI: 10.1080/02770900701595584] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
Purpose. To evaluate the impact of transition to managed care from fee for service on asthma service utilization among Maryland Medicaid insured children. Methods. Healthcare claims from 1997-2000 for children with asthma insured by Maryland Medicaid were extracted and analyzed. Results. Between 1997-2000, inhaled corticosteroid use increased as a proportion of all asthma medications. Outpatient asthma visits increased from 4.2% to 5.9% of all outpatient claims as both asthma-related hospitalizations and emergency department visits decreased. Conclusions. Restructuring of Maryland Medicaid for children from fee for service to managed care was associated with improvement in asthma-related healthcare utilization claims.
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Affiliation(s)
- Mary Elizabeth Bollinger
- University of Maryland School of Medicine, Department of Pediatrics, Division of Pediatric Pulmonology/Allergy, Baltimore, Maryland 21201, USA.
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Brugge D, Rice PW, Terry P, Howard L, Best J. Housing conditions and respiratory health in a Boston public housing community. New Solut 2007; 11:149-64. [PMID: 17208906 DOI: 10.2190/nj9h-mla2-gx7f-c0au] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
OBJECTIVES To determine frequency of and possible associations between environmental housing factors and self-reported respiratory symptoms in public housing. METHODS We used a community-participatory method in which trained residents conducted in-person interviews with a random sample of 53 households in one housing development in Boston, Massachusetts. RESULTS Environmental factors suspected of affecting respiratory health that were reported by more than 30 percent of respondents included: Moisture (43 percent), mold (43 percent), cracks in walls, floors and ceilings (49 percent), sewage leaks (33 percent), unexplained odor (35 percent), use of air fresheners (91 percent), use of gas ovens for heating (38 percent), no vent for the oven (74 percent), stuffy air (66 percent), overheating at least part of the winter (73 percent), cockroaches (70 percent), rodents (40 percent), pets (39 percent), frequent renovations (40 percent), repeated requests for repairs (52 percent), dust from construction (45 percent), use of more than three hazardous household products (32 percent), vehicle traffic nearby (81 percent), and smoking in the household (57 percent). Forty percent of respondents reported having asthma. Respondents also reported that 56 percent of their children had asthma. Forty percent of respondents reported wheeze and 48 percent reported coughing or sneezing episodes in the preceding month. We found the following positive statistically significant associations, adjusted for age, sex, Black or Hispanic origin, and years lived in public housing: wheeze with moisture problems (OR = 4.8; CI = 1.2, 19.3), sewage leaks (OR = 6.3; CI = 1.3, 30.3), odor (OR = 7.5; CI = 1 .4, 39.0), cracks in walls,floors and ceilings (OR = 8.6; CI 1.9, 38.0), and frequency of renovations (OR = 9.8; CI = 1.8, 54.4); cough with moisture problems (OR = 5.3; CI = 1.3, 20.8), stuffy air (OR = 4.4; CI = 1.2, 16.7), cockroaches (OR = 5.4; CI = 1.2, 24.2), smoking (OR = 5.0; CI = 1.2, 20.5), odor (OR = 10.9; CI = 2.3, 53.0), cracks in walls, floors and ceilings (OR = 6.2; CI = 1.8, 22.3) and frequency of renovations (OR = 4.4; CI = 1.1, 17.5); and sneeze with cockroaches (OR = 5.2; CI = 1.1, 24.2), stuffy air (OR = 6.3; CI = 1.5, 26.5), cracks in walls, floors and ceilings (OR = 6.3; CI = 1.7, 23.1), repeated requests for repairs (OR = 5.6; CI = 1.4, 21.5), and construction dust (OR = 15.6; CI = 2.2, 112.3). CONCLUSIONS Housing conditions that affect respiratory health were common in this public housing development. Self-reported rates of respiratory symptoms and asthma were extremely high. Statistical associations between housing conditions and respiratory symptoms in the preceding month were frequently positive and sometimes statistically significant. Engaging community residents strengthened the research process.
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Affiliation(s)
- D Brugge
- Department of Family Medicine and Community Health, Tufts University School of Medicine, Boston, MA 02111, USA
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Patel B, Sheridan P, Detjen P, Donnersberger D, Gluck E, Malamut K, Whyte S, Miller A, Qing H. Success of a comprehensive school-based asthma intervention on clinical markers and resource utilization for inner-city children with asthma in Chicago: the Mobile C.A.R.E. Foundation's asthma management program. J Asthma 2007; 44:113-8. [PMID: 17454325 DOI: 10.1080/02770900601182343] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
Children with asthma in low-income households in Chicago were participants in a school-based mobile van clinic, Mobile C.A.R.E. Our objective was to investigate whether long-term follow-up changed clinical markers and resource utilization. Children were evaluated by a pediatrician in a mobile allergy clinic and classified and treated based on National Asthma Education and Prevention Program (NAEPP) guidelines. Intervention consisted of assessment of allergic environment with avoidance recommendations, institution of appropriate controller therapy and inhaler technique, education on asthma and asthma management, and expectations for asthma control. Over 20,000 children were screened, 2041 were examined at least once, and 677 children had four follow-up visits. With follow-up, there was a decrease in hospitalizations and emergency room visits. Symptomatic markers (daytime and nighttime cough, wheezing, and dyspnea symptoms), frequency of rescue inhaler use, and a quality-of-life score improved from baseline. These findings suggest that ongoing school interventions may reduce resource utilization and improve clinical symptoms. Primary care physicians may be able to deliver specialized care to large numbers of inner-city children with asthma.
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Affiliation(s)
- Bina Patel
- Evanston Northwestern Healthcare, Northwestern University Feinberg School of Medicine. Evanston, Illinois, USA.
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Jones CA, Clement LT, Morphew T, Kwong KYC, Hanley-Lopez J, Lifson F, Opas L, Guterman JJ. Achieving and maintaining asthma control in an urban pediatric disease management program: the Breathmobile Program. J Allergy Clin Immunol 2007; 119:1445-53. [PMID: 17416407 DOI: 10.1016/j.jaci.2007.02.031] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2006] [Revised: 02/16/2007] [Accepted: 02/20/2007] [Indexed: 10/23/2022]
Abstract
BACKGROUND National guidelines suggest that, with appropriate care, most patients can control their asthma. The probabilities of children achieving and maintaining control with ongoing care are unknown. OBJECTIVE We sought to evaluate the degree to which children in a lower socioeconomic urban setting achieve and maintain control of asthma with regular participation in a disease management program that provides guideline-based care. METHODS Interdisciplinary teams of asthma specialists use mobile clinics to offer ongoing care at schools and county clinics. A guideline-derived construct of asthma control is recorded at each visit. RESULTS Two thousand one hundred eighty-five enrollees were eligible to evaluate the time to first achieve control, and 1591 patients were eligible to evaluate subsequent control maintenance. Depending on severity, 70% to 87% of patients with persistent asthma achieved control by visit 3, and 89% to 98% achieved control by visit 6. Subsequent control maintenance was highly variable. Thirty-nine percent of patients displayed well-controlled asthma (control at >90% of subsequent visits), whereas 13% displayed difficult-to-control asthma (<50% of subsequent visits). Patients from each baseline severity category were found in each group. Maintenance of control was influenced by physician-estimated compliance with the treatment plan, baseline severity, and the interval between clinic visits. CONCLUSIONS Many children can achieve asthma control with regular visit intervals and guideline-based care; however, long-term control can be highly variable among patients in all severity categories. CLINICAL IMPLICATIONS These findings highlight the need and feasibility for systematically tracking each patient's clinical response to individualize therapy and guide the use of population management strategies.
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Affiliation(s)
- Craig A Jones
- Division of Allergy and Immunology, Department of Pediatrics at Los Angeles County+University of Southern California Medical Center and Keck School of Medicine at University of Southern California, Los Angeles, Ca, USA.
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Rubin IL, Nodvin JT, Geller RJ, Teague WG, Holtzclaw BL, Felner EI. Environmental health disparities: environmental and social impact of industrial pollution in a community - the model of Anniston, AL. Pediatr Clin North Am 2007; 54:375-98, ix. [PMID: 17448365 DOI: 10.1016/j.pcl.2007.01.007] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
The health and well-being of children are critically dependent on the environment in which they live. This article explores the complex relationship between the environment in which a child lives and the environmental factors that can adversely affect health and development. It also examines how awareness of these adverse factors can be helpful in promoting optimal health for children through the societal infrastructures that deal with health, the environment, and social justice.
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Affiliation(s)
- I Leslie Rubin
- Emory Southeast Pediatric Environmental Health Specialty Unit, Atlanta, GA, USA.
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Joseph CLM, Baptist AP, Stringer S, Havstad S, Ownby DR, Johnson CC, Williams LK, Peterson EL. Identifying students with self-report of asthma and respiratory symptoms in an urban, high school setting. J Urban Health 2007; 84:60-9. [PMID: 17200800 PMCID: PMC1934420 DOI: 10.1007/s11524-006-9121-y] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Strategies for identifying urban youth with asthma have not been described for high school settings. African-American high school students are rarely included in asthma studies, despite a high risk of asthma mortality when compared to other age and race groups. Identification and follow-up of children with uncontrolled respiratory symptoms are necessary to reduce the burden of asthma morbidity and mortality, especially in underserved areas. We describe a process used to identify high school students who could benefit from intervention based on self-report of asthma and/or respiratory symptoms, and the costs associated with symptom-identification. Letters announcing a survey were mailed to parents of 9th-11th graders by an authorized vendor managing student data for the school district. Scan sheets with student identifiers were distributed to English teachers at participating schools who administered the survey during a scheduled class. Forms were completed by 5,967 of the 7,446 students assigned an English class (80% response). Although prevalence of lifetime asthma was 15.8%, about 11% of students met program criteria for enrollment through report of an asthma diagnosis and recent symptoms, medication use, or health care utilization. Another 9.2% met criteria by reported symptoms only. Cost of symptom-identification was $5.23/student or $32.29/program-eligible student. There is a need for school-based asthma programs targeting urban adolescents, and program initiation will likely require identification of students with uncontrolled symptoms. The approach described was successfully implemented with a relatively high response rate. Itemized expenses are presented to facilitate modifications to reduce costs. This information may benefit providers, researchers, or administrators targeting similar populations.
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Buckhalt JA, El-Sheikh M, Keller P. Children's sleep and cognitive functioning: race and socioeconomic status as moderators of effects. Child Dev 2007; 78:213-31. [PMID: 17328701 DOI: 10.1111/j.1467-8624.2007.00993.x] [Citation(s) in RCA: 183] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
Abstract
Race and socioeconomic status (SES) moderated the link between children's sleep and cognitive functioning. One hundred and sixty-six 8- to 9-year-old African and European American children varying in SES participated. Sleep measures were actigraphy, sleep diaries, and self-report; cognitive measures were from the Woodcock-Johnson III and reaction time tasks. Children had similar performance when sleep was more optimal, but after controlling for SES, African American children had lower performance with sleep disruptions. Children from lower and higher SES had similar performance with better sleep quality and less variability in sleep schedules, but when sleep was more disrupted, higher SES children had better performance. Examination of environmental variables associated with race and SES that may underlie these effects may lead to directions for interventions to improve cognitive performance.
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Affiliation(s)
- Joseph A Buckhalt
- Department of Counselor Education, Counseling Psychology & School Psychology, 2084 Haley Center, Auburn University, Auburn, AL 36849, USA.
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Abstract
The focus of this study is to evaluate a brief parent-report instrument, the Severity of Chronic Asthma (SCA) scale, that conforms to the national guidelines for assessing asthma. Convergent validity was found between the SCA and other measures related to asthma severity including an illness severity scale (How Bad is the Asthma?), asthma management scales for parents and children, and the pediatric quality-of-life scale. The SCA is a multidimensional scale with appropriate evidence of reliability and validity that may be a heuristic and effective measure in both clinical practice and research endeavors.
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Affiliation(s)
- Sharon D Horner
- School of Nursing, The University of Texas at Austin, Austin, TX 78701-1499, USA.
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Turyk M, Curtis L, Scheff P, Contraras A, Coover L, Hernandez E, Freels S, Persky V. Environmental allergens and asthma morbidity in low-income children. J Asthma 2006; 43:453-7. [PMID: 16952864 DOI: 10.1080/02770900600758333] [Citation(s) in RCA: 35] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
Asthma morbidity is high in inner-city children in the United States, which may be related in part to increased allergens in poorly maintained housing. This study examined asthma morbidity in relation to mold, cockroach, dust mite, and cat allergens in the homes of 61 low-income Chicago children with asthma. Children exposed to higher levels of Penicillium in the bedroom had more frequent asthma symptoms, whereas those exposed to higher levels of cockroach allergen in the bedroom had a higher number of asthma symptoms. Respiratory infections confounded the association of cockroach allergen with number of asthma symptoms.
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Affiliation(s)
- Mary Turyk
- Division of Epidemiology and Biostatistics, School of Public Health, University of Illinois at Chicago, 60612, USA.
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Stingone JA, Claudio L. Disparities in the use of urgent health care services among asthmatic children. Ann Allergy Asthma Immunol 2006; 97:244-50. [PMID: 16937759 DOI: 10.1016/s1081-1206(10)60021-x] [Citation(s) in RCA: 60] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
BACKGROUND Urgent care composes one third of the total costs associated with asthma. Asthmatic children of African American and Latino backgrounds have higher rates of emergency department (ED) use and hospitalizations than white children, especially in urban settings. OBJECTIVE To evaluate the role of socioeconomic, disease-related, and access-to-care factors in utilization of the ED and inpatient services for urgent treatment of asthma. METHODS A parent-response questionnaire was systematically distributed in public elementary schools that serve children of different socioeconomic backgrounds in New York City. RESULTS The prevalence of current asthma was found to be 13.0% in 5- to 12-year-old children. Almost half of the current asthmatic patients had used urgent care in the ED or hospital in the previous 12 months. In univariate analysis, use of urgent care was strongly associated with race/ethnicity and income (P < .001). Adjusting for socioeconomic, disease-related, and access-to-care factors, including household income, symptom severity, type of health insurance, and usual source of asthma care, the racial/ethnic disparity persisted, with Latinos having 5 times the risk and African Americans having double the risk of using urgent care as whites. CONCLUSIONS There is a failure in asthma management in this urban population, demonstrated by the finding that almost half of all current asthmatic patients used urgent care. After controlling for different socioeconomic and disease-related factors, minority race/ethnicity, low household income, and frequent evening symptoms were found to be strong predictors of urgent care utilization. Insurance status, delaying care for any reason, and use of controller medications were found not to be associated with urgent care use.
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Affiliation(s)
- Jeanette A Stingone
- Department of Community and Preventive Medicine, Mount Sinai School of Medicine, New York, New York 10029-6574, USA
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Boyd JH, Macklin EA, Strunk RC, DeBaun MR. Asthma is associated with acute chest syndrome and pain in children with sickle cell anemia. Blood 2006; 108:2923-7. [PMID: 16690969 PMCID: PMC1892235 DOI: 10.1182/blood-2006-01-011072] [Citation(s) in RCA: 177] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023] Open
Abstract
Pain and acute chest syndrome (ACS) episodes are 2 of the most common causes of hospitalization in children with sickle cell anemia (SCA). However, very few potentially modifiable risk factors for either condition have been identified. In this prospective infant cohort study, we tested the hypothesis that asthma is associated with an increased incidence rate of pain and ACS episodes. An infant cohort was composed of 291 African American children with hemoglobin SS enrolled in the Cooperative Study for Sickle Cell Disease before age 6 months and followed beyond age 5 years. Asthma was defined by a physician diagnosis, an acute asthma event, or use of prescription asthma medications. The incidence rates of ACS and painful episodes were compared for children with and without asthma. A clinical diagnosis of asthma was made in 17% of the cohort. Asthma was associated with more frequent ACS episodes (0.39 vs 0.20 events per patient year, P < .001) and painful episodes (1.39 vs 0.47 events per patient year, P < .001). In conclusion, in children with SCA, asthma is associated with an increased incidence of sickle cell disease-related morbidity, including ACS and painful episodes.
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Affiliation(s)
- Jessica H Boyd
- Department of Pediatrics, Division of Allergy and Pulmonary Medicine, Washington University School of Medicine in St Louis, Patient Oriented Research Unit, 4444 Forest Park Blvd, CB 8519, St Louis, MO 63108, USA
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Quinn K, Shalowitz MU, Berry CA, Mijanovich T, Wolf RL. Racial and ethnic disparities in diagnosed and possible undiagnosed asthma among public-school children in Chicago. Am J Public Health 2006; 96:1599-603. [PMID: 16507720 PMCID: PMC1551939 DOI: 10.2105/ajph.2005.071514] [Citation(s) in RCA: 56] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
OBJECTIVES We examined racial and ethnic disparities in the total potential burden of asthma in low-income, racially/ethnically heterogeneous Chicago schools. METHODS We used the Brief Pediatric Asthma Screen Plus (BPAS+) and the Spanish BPAS+, validated, caregiver-completed respiratory questionnaires, to identify asthma and possible asthma among students in 14 racially/ethnically diverse public elementary schools. RESULTS Among 11490 children, we demonstrated a high lifetime prevalence (12.2%) as well as racial and ethnic disparities in diagnosed asthma, but no disparities in prevalences of possible undiagnosed asthma. Possible asthma cases boost the total potential burden of asthma to more than 1 in 3 non-Hispanic Black and Puerto Rican children. CONCLUSIONS There are significant racial and ethnic disparities in diagnosed asthma among inner-city schoolchildren in Chicago. However, possible undiagnosed asthma appears to have similar prevalences across racial/ethnic groups and contributes to a high total potential asthma burden in each group studied. A better understanding of underdiagnosis is needed to address gaps in asthma care and intervention for low-income communities.
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Affiliation(s)
- Kelly Quinn
- Department of Child and Family Health Studies, Evanston Northwestern Healthcare, Evanston, Ill, USA.
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Bender Berz J, Murdock KK, Koinis Mitchell D. Children's asthma, internalizing problems, and social functioning: an urban perspective. JOURNAL OF CHILD AND ADOLESCENT PSYCHIATRIC NURSING 2006; 18:181-97. [PMID: 16236100 DOI: 10.1111/j.1744-6171.2005.00026.x] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
PROBLEM Asthma may serve as a risk factor for higher levels of psychosocial problems in urban school-aged children. METHOD Interview data were collected from 48 children (27 with asthma and 21 without asthma) and their mothers. FINDINGS Asthma did not function as a risk factor for psychosocial problems in this sample. Children with more symptoms of depression and anxiety experienced poorer social functioning, regardless of their health status. CONCLUSION These results highlight the importance of examining co-occurring difficulties in psychosocial development among urban children in order to design interventions that minimize the impact of such challenges.
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Affiliation(s)
- Jennifer Bender Berz
- Department of Psychology, University of Massachusetts Boston, 100 Morrissey Blvd, Boston, MA 02125-3393, USA.
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Raimondi GA, Menga G, Rizzo O, Mercurio S. Adequacy of outpatient management of asthma patients admitted to a state hospital in Argentina. Respirology 2006; 10:215-22. [PMID: 15823188 DOI: 10.1111/j.1440-1843.2005.00663.x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
OBJECTIVE The aim of this study was to assess chronic outpatient management of adult patients admitted with asthma. METHODOLOGY A cross-sectional survey was conducted of 98 consecutive asthma admissions to a specialized pulmonary State Hospital in Buenos Aires, Argentina, over a 12-month period. Patients were surveyed, within 48 h of admission, with a previously validated questionnaire which deals with chronic outpatient management and measures taken by patients or physicians to treat symptoms during asthma exacerbations. RESULTS FEV1% predicted was 30.2 +/- 10.7. Mean admission rate and emergency department (ED) visits in the previous year were 0.7 +/- 1.2 and 4.6 +/- 5.1, respectively. A total of 96, 65 and 9% of the patients had been treated previously in the ED, admitted to hospital or mechanically ventilated, respectively. Only 62% had been prescribed inhaled corticosteroids (IC) by their physician; 38% had been prescribed nebulized beta agonists (Nbeta2) and 68% a metered dose inhaler (MDIbeta2). Inhaled beta2-agonist usage during acute exacerbations over the 24 h prior to admission was 14.4 +/- 7.4 puffs for MDIbeta2 and 8.6 +/- 5.4 occasions for Nbeta2. Only 11% of the patients were able to perform all the steps of the MDI inhalation technique correctly. An action plan had been provided by their physicians to 43% of patients, while 58% changed their medication on their own. Only three patients had a peak flow meter (PFM) prescribed. ED was used by 26% for their routine care. No health insurance coverage was available to 75.5% of the patients. CONCLUSIONS Underuse of IC, poor MDI inhalation technique, and low prescription of an action plan was common and a PFM was seldom prescribed. During exacerbations, many patients changed their medication spontaneously and MDIbeta2 underuse was observed.
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Affiliation(s)
- Guillermo A Raimondi
- Instituto de Investigaciones Neurológicas Raúl Carrea (FLENI), Buenos Aires, Argentina.
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Jones CA, Clement LT, Hanley-Lopez J, Morphew T, Kwong KYC, Lifson F, Opas L, Guterman JJ. The Breathmobile Program: structure, implementation, and evolution of a large-scale, urban, pediatric asthma disease management program. ACTA ACUST UNITED AC 2006; 8:205-22. [PMID: 16117716 DOI: 10.1089/dis.2005.8.205] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Despite more than a decade of education and research-oriented intervention programs, inner city children with asthma continue to engage in episodic "rescue" patterns of healthcare and experience a disproportionate level of morbidity. The aim of this study was to establish and evaluate a sustainable community-wide pediatric asthma disease management program designed to shift inner city children in Los Angeles from acute episodic care to regular preventive care in accordance with national standards. In 1995 the Southern California Chapter of the Asthma and Allergy Foundation of America (AAFA), the Los Angeles County Department of Health Services (LAC DHS), and the Los Angeles Unified School District (LAUSD) established an agreement to initiate and sustain the Breathmobile Program. This program includes automated case identification, mobile school-based clinics, and highly structured clinical encounters supported by an advanced information technology solution. Interdisciplinary teams of asthma care specialists provide regular and ongoing care to children at school and county clinic sites over a wide geographic area of urban Los Angeles. Each team operates in a specially equipped mobile clinic (Breathmobile), efficiently moving a structured healthcare process to school and county clinic sites with large numbers of children. Demographic, clinical, and participation data is tracked carefully in an electronic medical record system. Program operations, clinical oversight, and patient tracking are centralized at a care coordination center. Clinical operations and methods have been replicated in fixed specialty clinic sites at the Los Angeles County + University of Southern California Medical Center. Clinical and process measures are regularly evaluated to assure quality, plan iterative improvement, and support evidence-based care. Four Breathmobiles deliver ongoing care at more than 90 school sites. The program has engaged over five thousand patients and their families in a continuity care model that has demonstrated efficacy over usual episodic care. More than 90% of patients in all asthma severity categories achieved clinical control of asthma with significant reductions in inpatient (IP) and emergency department (ED) use. On February 14, 2002, the program became the first program in the United States to receive the award of disease-specific care certification by the Joint Commission on Accreditation of Healthcare Organizations (JCAHO). Proper design and resource allocation can sustain a school-based community-wide pediatric asthma disease management program and shift a population of inner city children from acute episodic care to routine preventive care in accordance with national standards. An evidence-based approach to evaluating and maintaining quality, coupled with stratified care delivery, can assure the efficient use of safety net healthcare resources.
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Affiliation(s)
- Craig A Jones
- Division of Allergy and Immunology, Department of Pediatrics at the Los Angeles County and University of Southern California Medical Center, USA.
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Elbahlawan L, Binaei S, Christensen ML, Zhang Q, Quasney MW, Dahmer MK. Beta2-adrenergic receptor polymorphisms in African American children with status asthmaticus. Pediatr Crit Care Med 2006; 7:15-8. [PMID: 16395068 DOI: 10.1097/01.pcc.0000194010.63115.a2] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND The beta2-adrenergic receptor plays a central role in the bronchodilator response to beta2-agonists in patients with asthma. Genetic polymorphisms within the gene coding for this receptor influence responsiveness of the receptor. A number of these polymorphisms differ in frequency in the African American and white populations. OBJECTIVE To determine the frequency of specific beta2-adrenergic receptor polymorphisms in African American children with status asthmaticus and to examine whether a specific genotype is associated with the clinical response to therapy. DESIGN Cohort of African American children diagnosed with status asthmaticus. SETTING Tertiary care children's hospital. PATIENTS A total of 31 African American children with status asthmaticus. INTERVENTION Blood samples were obtained from children at admission. Genotypes were determined by polymerase chain reaction amplification and restriction enzyme digestion. MAIN OUTCOME MEASURES The requirement for admission to the pediatric intensive care unit, need for mechanical ventilation, institution of various therapies, and length of stay. RESULTS The genotypes of the polymorphic sites at amino acid positions 16 and 27 in the beta2-adrenergic receptor were determined. There were no significant differences between the various genotypes in the percentage of children requiring pediatric intensive care unit admission, mechanical ventilation, terbutaline treatment, or length of stay. However, in children heterozygous for Glu at position 27 of the beta2-adrenergic receptor, the percentage of patients requiring aminophylline treatment, in addition to beta2-agonist therapy, was significantly higher than that seen in patients homozygous for Gln at that position (5/10 [50%] vs. 1/21 [5%], respectively; p = .002). CONCLUSIONS African American children with status asthmaticus who have the Gln/Glu genotype at amino acid position 27 of the beta2-adrenergic receptor may benefit from aminophylline treatment in addition to beta2-agonist therapy.
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Affiliation(s)
- Lama Elbahlawan
- St. Jude Children's Research Hospital, University of Tennessee Health Science Center, Memphis, TN, USA
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Lin S, Hwang SA, Pantea C, Kielb C, Fitzgerald E. Childhood asthma hospitalizations and ambient air sulfur dioxide concentrations in Bronx County, New York. ACTA ACUST UNITED AC 2005; 59:266-75. [PMID: 16201673 DOI: 10.3200/aeoh.59.5.266-275] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
The association between asthma hospitalizations and ambient sulfur dioxide (SO2) concentrations was examined in a case-control study in Bronx County, New York. Cases comprised 2629 children aged 0-14 yr who were admitted to hospitals for asthma. There were 2236 controls who were admitted for reasons other than asthma. Daily ambient SO2 concentrations were categorized into quartiles of both average and maximum levels and various exposure windows (i.e., day of admission and 1-, 2-, and 3-d lags). Cases were exposed to higher daily average concentrations of SO2 than controls. The authors compared the highest exposure quartile with the lowest, and the odds ratios were 1.66, 1.90, 2.05, and 2.21 (all p < 0.01 for same-day, 1-, 2-, and 3-d lags, respectively), with a similar finding for daily SO2 maximum exposure. The results suggest a consistent positive association between SO2 exposure and hospitalizations for childhood asthma.
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Affiliation(s)
- Shao Lin
- Bureau of Environmental and Occupational Epidemiology, Center for Environmental Health, New York State Department of Health, Troy, New York 12180, USA.
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Lin S, Kielb C, Chen Z, Hwang SA. Childhood asthma hospitalization rates, childhood asthma prevalence, and their relationships in Erie County, New York. J Asthma 2005; 42:653-8. [PMID: 16266956 DOI: 10.1080/02770900500264846] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
We estimated asthma hospitalization rates, prevalence, and their relationships for children under age 15 in Erie County, New York. Information on hospitalizations was obtained from hospital discharge data, and prevalence was estimated through a mailed survey of 9271 children. The hospitalization rate was 2.3 per 1000, the lifetime prevalence was 14.1%, and the hospitalization-to-prevalence ratio was 16.3 per 1000 prevalent cases. Hospitalization rates and hospitalization-to-prevalence ratios were higher among young children relative to older children; and hospitalization rates, prevalence, and hospitalization-to-prevalence ratios were higher among males, blacks, and Buffalo residents, suggesting greater severity, poorer management, and/or less access to care among these groups. The hospitalization-to-prevalence ratio may be useful in estimating prevalence from more easily available hospitalization data.
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Affiliation(s)
- Shao Lin
- Bureau of Environmental and Occupational Epidemiology, New York State Department of Health, Troy, New York 12180, USA.
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Guidry VT, Margolis LH. Unequal respiratory health risk: using GIS to explore hurricane-related flooding of schools in Eastern North Carolina. ENVIRONMENTAL RESEARCH 2005; 98:383-9. [PMID: 15910794 DOI: 10.1016/j.envres.2004.10.007] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/12/2004] [Revised: 10/14/2004] [Accepted: 10/22/2004] [Indexed: 05/02/2023]
Abstract
This cross-sectional study investigated whether schools serving populations at high risk of developing respiratory infections in the state of North Carolina (USA) were disproportionately burdened by flooding from Hurricane Floyd. We used geographic information systems (GIS) to overlay a satellite-derived image of the flooded land with school locations. We identified 77 flooded schools and 355 schools that were not flooded in 36 counties. These schools were then characterized based on the income, race/ethnicity, and age of their student populations. Prevalence ratios (PRs) revealed that low-income schools in which a majority of students were Black had twice the risk of being flooded (PR 2.01; 95% confidence interval, 1.28, 3.17) compared to the referent group (non-low-income schools with a majority of non-Black students). This analysis suggests that schools serving populations already at elevated risk of respiratory illness were disproportionately affected by the flooding of Hurricane Floyd. GIS can be used to identify and prioritize schools quickly for remediation following natural disasters.
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Affiliation(s)
- Virginia Thompson Guidry
- Department of Maternal and Child Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
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Corvalán C, Amigo H, Bustos P, Rona RJ. Socioeconomic risk factors for asthma in Chilean young adults. Am J Public Health 2005; 95:1375-81. [PMID: 15985644 PMCID: PMC1449369 DOI: 10.2105/ajph.2004.048967] [Citation(s) in RCA: 36] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
OBJECTIVES We studied the association between socioeconomic status (SES) and asthma symptoms, severity of asthma, atopy, and bronchial hyperresponsiveness (BHR) to methacholine. METHODS We studied 1232 men and women born between 1974 and 1978 in a semirural area of Chile. We assessed asthma symptoms with a standardized questionnaire, atopy with a skin-prick test to 8 allergens, and BHR to methacholine with the tidal breathing method. SES was derived from several indicators: education, occupation, completion of a welfare form, belongings, housing, number of siblings, and overcrowding. RESULTS Those with fewer belongings had more asthma symptoms. Those who had higher education and those who owned cars had fewer asthma symptoms and BHR. Overcrowding was negatively related to atopy, atopy with asthma symptoms, and BHR. Higher education and noncompletion of a welfare form were risk factors for atopy. CONCLUSION The strength and direction of the association between asthma and SES depended on what definition of asthma was analyzed. Asthma symptoms were more common among poor people. There was some support for the hygiene hypothesis, as overcrowding was associated with less wheezing with atopy, less atopy, and less BHR.
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Affiliation(s)
- Camila Corvalán
- Department of Nutrition, School of Medicine, University of Chile, Santiago
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