INTEGRATION OF WEARABLE ENVIRONMENTAL SENSORS IN PEDIATRIC ASTHMA MANAGEMENT: ASSESSING EFFICACY AND SOCIOECONOMIC INCLUSIVITY IN URBAN POPULATIONS

Background Pediatric asthma disproportionately impacts marginalized urban demographics, with acute exacerbations frequently driven by localized environmental pollutants. Traditional static air monitors fail to capture individual-level exposures, necessitating continuous remote tracking. Objectives This review assesses the clinical efficacy of integrating wearable environmental and physiological sensors into pediatric asthma management and evaluates their socioeconomic inclusivity for under-resourced populations. Methods A comprehensive literature review was conducted to evaluate the technological validity of microenvironmental sensors, their clinical impact through machine learning-driven predictive modeling, and the structural socioeconomic barriers limiting equitable adoption. Results Wearable environmental platforms demonstrate robust clinical efficacy by quantifying the personal exposome and generating interpretable digital biomarkers. Predictive algorithms utilizing these data streams accurately anticipate subclinical exacerbations, thereby reducing acute healthcare utilization. However, profound socioeconomic barriers, including prohibitive hardware and connectivity costs, digital literacy constraints, and privacy-related medical mistrust, restrict access among vulnerable populations, risking the exacerbation of systemic health disparities. Conclusions While wearable sensors enable highly effective, proactive pediatric asthma management, achieving equitable implementation requires targeted policy reforms. Healthcare systems must establish digital therapeutics reimbursement pathways, deploy community-based participatory research for culturally adapted designs, and translate exposure data into structural public health interventions.

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Publication Details

Journal
International Journal of Innovative Technologies in Social Science
Published
2026-09-16
DOI
https://doi.org/10.31435/ijitss.3(51).2026.6493
Primary Topic
Health, Environment, Cognitive Aging
Type
article
Field-Weighted Citation Impact
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article

INTEGRATION OF WEARABLE ENVIRONMENTAL SENSORS IN PEDIATRIC ASTHMA MANAGEMENT: ASSESSING EFFICACY AND SOCIOECONOMIC INCLUSIVITY IN URBAN POPULATIONS

Michał Tutaj, Antoni Kantor, Marta Godyń, Kacper Raputa et al.
International Journal of Innovative Technologies in Social Science
Health, Environment, Cognitive Aging
article

INTEGRATION OF WEARABLE ENVIRONMENTAL SENSORS IN PEDIATRIC ASTHMA MANAGEMENT: ASSESSING EFFICACY AND SOCIOECONOMIC INCLUSIVITY IN URBAN POPULATIONS

Michał Tutaj, Antoni Kantor, Marta Godyń, Kacper Raputa, Bartosz Kuś, Aniela Kupiec, Jakub Gościński, Mateusz Pietrasz, Igor Kania, Julia Holzer
article en

Abstract

Background Pediatric asthma disproportionately impacts marginalized urban demographics, with acute exacerbations frequently driven by localized environmental pollutants. Traditional static air monitors fail to capture individual-level exposures, necessitating continuous remote tracking. Objectives This review assesses the clinical efficacy of integrating wearable environmental and physiological sensors into pediatric asthma management and evaluates their socioeconomic inclusivity for under-resourced populations. Methods A comprehensive literature review was conducted to evaluate the technological validity of microenvironmental sensors, their clinical impact through machine learning-driven predictive modeling, and the structural socioeconomic barriers limiting equitable adoption. Results Wearable environmental platforms demonstrate robust clinical efficacy by quantifying the personal exposome and generating interpretable digital biomarkers. Predictive algorithms utilizing these data streams accurately anticipate subclinical exacerbations, thereby reducing acute healthcare utilization. However, profound socioeconomic barriers, including prohibitive hardware and connectivity costs, digital literacy constraints, and privacy-related medical mistrust, restrict access among vulnerable populations, risking the exacerbation of systemic health disparities. Conclusions While wearable sensors enable highly effective, proactive pediatric asthma management, achieving equitable implementation requires targeted policy reforms. Healthcare systems must establish digital therapeutics reimbursement pathways, deploy community-based participatory research for culturally adapted designs, and translate exposure data into structural public health interventions.

International Journal of Innovative Technologies in Social ScienceVol. 3(3(51))
Medical University of Silesia (PL), Wojewódzki Szpital Specjalistyczny nr 4 w Bytomiu (PL)
Quality Education
Openalex Percentile: Top 12%
Health, Environment, Cognitive Aging
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