An environmental vulnerability index framework supporting targeted public health interventions at the census tracts level.

J Expo Sci Environ Epidemiol

Center for Healthy Air Water and Soil, Christina Lee Brown Envirome Institute, School of Medicine, University of Louisville, Louisville, KY, USA.

Published: March 2025

Background: Analyzing and visualizing disparities in environmental risks can help assess place-based vulnerabilities and provide civic leaders and community members with essential data for promoting health equity and informing public health strategies.

Objective: We investigated the adaptation of a previously developed environmental vulnerability index to evaluate the cumulative impact of diverse stressors in Louisville Metro-Jefferson County, KY, with the goal of supporting multi-faceted targeted public health interventions at the census tract level.

Methods: We assessed countywide vulnerability variability using the Toxicological Prioritization Index interface across five domains with 32 publicly available data indicators, and modeled the effects of theoretical public health interventions.

Results: Our findings suggest that similar vulnerable areas are not always geographically clustered. Higher vulnerability scores were observed in the western and central areas of the county, with lower scores in the eastern regions. The index enabled the selection of the most at-risk census tracts for modeling targeted public health interventions to reduce cumulative environmental vulnerability.

Impact: Environmental vulnerabilities are not invariant features of urban environments. Rather, knowledge of these risks can guide the development and implementation of targeted solutions. This analysis demonstrated how publicly available data can support selection of feasible interventions to improve environmental equity. Targeted interventions to modify environmental conditions that support health can be developed and implemented locally with greater precision at the census tract level, yielding impactful outcomes.

Download full-text PDF

Source
http://dx.doi.org/10.1038/s41370-025-00763-5DOI Listing

Publication Analysis

Top Keywords

public health
20
targeted public
12
health interventions
12
environmental vulnerability
8
interventions census
8
census tracts
8
census tract
8
publicly data
8
environmental
7
health
7

Similar Publications

The aim of the study was to determine the test-retest reliability of MMN and LDN recorded to simple speech contrasts in children with listening difficulties. MMN and LDN responses were recorded from Fz and Cz electrodes for a /da/-/ga/ contrast twice within a 10-day period. To extract MMN and LDN, auditory-evoked responses to /ga/ stimuli presented alone were subtracted from the responses to /ga/ presented within an oddball sequence.

View Article and Find Full Text PDF

Background: Robot-assisted thoracoscopic surgery (RATS) is more precise and flexible than video-assisted thoracoscopic surgery (VATS) for early-stage non-small cell lung cancer (NSCLC) treatment. This study compared the early postoperative functional recovery of patients who underwent triportal RATS with that of patients who underwent uniportal video-assisted thoracic surgery (UVATS) for segmentectomy.

Methods: This observational, prospective study included 172 patients with clinical stage I or II peripheral NSCLC who underwent RATS or UVATS segmentectomy.

View Article and Find Full Text PDF

Ability and utility of the Physician Well-Being Index to identify distress among Chinese physicians.

Ann Med

December 2025

Department of Psychiatry, National Clinical Research Center for Mental Disorders, and National Center for Mental Disorders, the Second Xiangya Hospital of Central South University, Changsha, Hunan, China.

Background: Despite the high prevalence of mental stress among physicians, reliable screening tools are scarce. This study aimed to evaluate the capability of the Physician Well-Being Index (PWBI) in identifying distress and adverse consequences among Chinese physicians.

Methods: This cross-sectional online survey recruited 2803 physicians from Southern Mainland China snowball sampling between October and December 2020.

View Article and Find Full Text PDF

Objective: The objective of this study was to evaluate associations of early-pregnancy plasma per- and polyfluoroalkyl substances (PFAS) with maternal post-pregnancy weight trajectory parameters.

Methods: We studied 1106 Project Viva participants with measures of early-pregnancy plasma concentrations of eight PFAS. We measured weight at in-person visits at 6 months and 3, 7, and 12 years after pregnancy and collected self-reported weight via annual questionnaires up to 17 years after pregnancy.

View Article and Find Full Text PDF

European cancer mortality predictions for the year 2025 with focus on breast cancer.

Ann Oncol

February 2025

Department of Clinical Sciences and Community Health, University of Milan, Milan, Italy. Electronic address:

Background: We predicted the number of cancer deaths and rates for 2025 in the European Union (EU), its five most populous countries, and the UK, focusing on breast cancer.

Materials And Methods: We derived population data and death certificates for all cancers and major sites for the EU, France, Germany, Italy, Poland, Spain, and the UK since 1970, from the World Health Organization and United Nations databases. Estimates for 2025 were computed by linear regression on recent trends identified through Poisson joinpoint regression, considering the slope of the most recent trend segment.

View Article and Find Full Text PDF

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!