Category Ranking

98%

Total Visits

921

Avg Visit Duration

2 minutes

Citations

20

Article Abstract

Background: Over the last few decades, diabetes-related mortality risks (DRMR) have increased in Florida. Although there is evidence of geographic disparities in pre-diabetes and diabetes prevalence, little is known about disparities of DRMR in Florida. Understanding these disparities is important for guiding control programs and allocating health resources to communities most at need. Therefore, the objective of this study was to investigate geographic disparities and temporal changes of DRMR in Florida.

Methods: Retrospective mortality data for deaths that occurred from 2010 to 2019 were obtained from the Florida Department of Health. Tenth International Classification of Disease codes E10-E14 were used to identify diabetes-related deaths. County-level mortality risks were computed and presented as number of deaths per 100,000 persons. Spatial Empirical Bayesian (SEB) smoothing was performed to adjust for spatial autocorrelation and the small number problem. High-risk spatial clusters of DRMR were identified using Tango's flexible spatial scan statistics. Geographic distribution and high-risk mortality clusters were displayed using ArcGIS, whereas seasonal patterns were visually represented in Excel.

Results: A total of 54,684 deaths were reported during the study period. There was an increasing temporal trend as well as seasonal patterns in diabetes mortality risks with high risks occurring during the winter. The highest mortality risk (8.1 per 100,000 persons) was recorded during the winter of 2018, while the lowest (6.1 per 100,000 persons) was in the fall of 2010. County-level SEB smoothed mortality risks varied by geographic location, ranging from 12.6 to 81.1 deaths per 100,000 persons. Counties in the northern and central parts of the state tended to have high mortality risks, whereas southern counties consistently showed low mortality risks. Similar to the geographic distribution of DRMR, significant high-risk spatial clusters were also identified in the central and northern parts of Florida.

Conclusion: Geographic disparities of DRMR exist in Florida, with high-risk spatial clusters being observed in rural central and northern areas of the state. There is also evidence of both increasing temporal trends and Winter peaks of DRMR. These findings are helpful for guiding allocation of resources to control the disease, reduce disparities, and improve population health.

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC11214742PMC
http://dx.doi.org/10.7717/peerj.17408DOI Listing

Publication Analysis

Top Keywords

mortality risks
28
geographic disparities
16
100000 persons
16
high-risk spatial
12
spatial clusters
12
mortality
10
disparities temporal
8
temporal changes
8
diabetes-related mortality
8
risks
8

Similar Publications

Background: Breast cancer is a leading cause of cancer-related morbidity and mortality and imposes substantial financial strain on individuals and society. Minoritized groups, particularly Black/African American (AA) women, face a heightened risk of financial toxicity during treatment, even after accounting for socioeconomic differences.

Objective: The aim of this study was to explore and provide meaningful interpretations of the financial experiences of Black/AA breast cancer survivors (BCSs).

View Article and Find Full Text PDF

Introduction: Co-morbid insomnia and sleep apnea (COMISA) has been linked to poorer health outcomes and increased all-cause mortality compared with either insomnia or obstructive sleep apnea (OSA) alone.

Materials And Methods: We investigated the relationship between COMISA and uncontrolled hypertension in the Swedish CardioPulmonary BioImage Study (SCAPIS). A cross-sectional analysis including participants from the SCAPIS Gothenburg cohort (n=3832, 46% males, age 57.

View Article and Find Full Text PDF

Objectives: To evaluate the relationship between the duration of pre-extracorporeal membrane oxygenation (ECMO) mechanical ventilation and mortality in acute respiratory distress syndrome (ARDS) patients undergoing venovenous ECMO.

Design: Retrospective cross-sectional study using the National Inpatient Sample database.

Setting: National Inpatient Sample database from January 2019 to December 2022.

View Article and Find Full Text PDF

Rationale: Inflammation is central to chronic obstructive pulmonary disease (COPD) pathogenesis but incompletely represented in COPD prognostic models. Neutrophil to lymphocyte ratio (NLR) is a readily available inflammatory biomarker.

Objectives: To explore the associations of NLR with smoking status, clinical features of COPD, and future adverse outcomes.

View Article and Find Full Text PDF

Introduction: Elevated peripheral blood monocyte counts (PBMC) are associated with disease progression and mortality in patients with idiopathic pulmonary fibrosis (IPF). However, evidence for progression stems primarily from highly curated cohort studies or post-hoc analysis of clinical trials. We used real-world data to examine the association between PBMC and IPF mortality among a national cohort of Veterans with IPF.

View Article and Find Full Text PDF