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1.
J Asthma ; 57(8): 886-897, 2020 08.
Article in English | MEDLINE | ID: mdl-31187658

ABSTRACT

Objective: Asthma carries a high burden of disease for residents of Puerto Rico. We conducted this study to better understand asthma-related healthcare use and to examine potential asthma triggers.Methods: We characterized asthma-related healthcare use in 2013 by demographics, region, and date using outpatient, hospital, and emergency department (ED) insurance claims with a primary diagnostic ICD-9-CM code of 493.XX. We examined environmental asthma triggers, including outdoor allergens (i.e., mold and pollen), particulate pollution, and influenza-like illness. Analyses included descriptive statistics and Poisson time-series regression.Results: During 2013, there were 550,655 medical asthma claims reported to the Puerto Rico Healthcare Utilization database, representing 148 asthma claims/1,000 persons; 71% of asthma claims were outpatient visits, 19% were hospitalizations, and 10% were ED visits. Females (63%), children aged ≤9 years (77% among children), and adults aged ≥45 years (80% among adults) had the majority of asthma claims. Among health regions, Caguas had the highest asthma claim-rate at 142/1,000 persons (overall health region claim-rate = 108). Environmental exposures varied across the year and demonstrated seasonal patterns. Metro health region regression models showed positive associations between increases in mold and particulate matter <10 microns in diameter (PM10) and outpatient asthma claims.Conclusions: This study provides information about patterns of asthma-related healthcare use across Puerto Rico. Increases in mold and PM10 were associated with increases in asthma claims. Targeting educational interventions on exposure awareness and reduction techniques, especially to persons with higher asthma-related healthcare use, can support asthma control activities in public health and clinical settings.


Subject(s)
Allergens/adverse effects , Asthma/epidemiology , Cost of Illness , Environmental Exposure/adverse effects , Patient Acceptance of Health Care/statistics & numerical data , Administrative Claims, Healthcare/statistics & numerical data , Adolescent , Adult , Age Factors , Aged , Allergens/analysis , Asthma/immunology , Asthma/therapy , Child , Child, Preschool , Emergency Service, Hospital/statistics & numerical data , Environmental Exposure/statistics & numerical data , Environmental Monitoring/statistics & numerical data , Female , Geography , Humans , Incidence , Infant , Infant, Newborn , Male , Middle Aged , Particulate Matter/adverse effects , Particulate Matter/analysis , Puerto Rico/epidemiology , Risk Factors , Sex Factors , Young Adult
2.
Article in English | MEDLINE | ID: mdl-28644403

ABSTRACT

Coccidioidomycosis is a fungal infection endemic to the southwestern United States, particularly Arizona and California. Its incidence has increased, potentially due in part to the effects of changing climatic variables on fungal growth and spore dissemination. This study aims to quantify the county-level vulnerability to coccidioidomycosis in Arizona and California and to assess the relationships between population vulnerability and climate variability. The variables representing exposure, sensitivity, and adaptive capacity were combined to calculate county level vulnerability indices. Three methods were used: (1) principal components analysis; (2) quartile weighting; and (3) percentile weighting. Two sets of indices, "unsupervised" and "supervised", were created. Each index was correlated with coccidioidomycosis incidence data from 2000-2014. The supervised percentile index had the highest correlation; it was then correlated with variability measures for temperature, precipitation, and drought. The supervised percentile index was significantly correlated (p < 0.05) with coccidioidomycosis incidence in both states. Moderate, positive significant associations (p < 0.05) were found between index scores and climate variability when both states were concurrently analyzed and when California was analyzed separately. This research adds to the body of knowledge that could be used to target interventions to vulnerable counties and provides support for the hypothesis that population vulnerability to coccidioidomycosis is associated with climate variability.


Subject(s)
Coccidioidomycosis/epidemiology , Arizona/epidemiology , California/epidemiology , Climate , Humans , Incidence , Principal Component Analysis , Risk Factors , Temperature , Vulnerable Populations
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