Proposal for m-health modular architecture tailored for public safety officers

This article proposes a modular platform for m-health devices for police officers and firefighters, considering a sample of professionals from southern Brazil. The methodological approach considers the heterogeneity of potential users' needs by using the stated preference technique to estimate conditional multinomial logit (C-MNL) and latent class logit (LCL) models. The results show that the features for monitoring stress and vital signs were the most significant, meeting the illnesses most reported by police officers and firefighters (mental illnesses and illnesses of the circulatory system). The proposed framework, based on the novel use of the stated preference technique with two models (C-MNL and LCL), paves the way for further analysis of Internet of Things (IoT) device configurations. The results provide substantial detail on implementing m-health devices for public safety agents, consider user requirements and propose a modular architecture based on an unprecedented product development strategy.

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Publication Details

Journal
International Journal of Occupational Safety and Ergonomics
Published
2026-05-12
DOI
https://doi.org/10.1080/10803548.2026.2652145
Primary Topic
Bluetooth and Wireless Communication Technologies
Type
article
Field-Weighted Citation Impact
0.00
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article

Proposal for m-health modular architecture tailored for public safety officers

M. Bouzon, L. P. Calegari, D. Fettermann, A. Borriello
International Journal of Occupational Safety and Ergonomics
Bluetooth and Wireless Communication Technologies
article

Proposal for m-health modular architecture tailored for public safety officers

M. Bouzon, L. P. Calegari, D. Fettermann, A. Borriello
article en

Abstract

This article proposes a modular platform for m-health devices for police officers and firefighters, considering a sample of professionals from southern Brazil. The methodological approach considers the heterogeneity of potential users' needs by using the stated preference technique to estimate conditional multinomial logit (C-MNL) and latent class logit (LCL) models. The results show that the features for monitoring stress and vital signs were the most significant, meeting the illnesses most reported by police officers and firefighters (mental illnesses and illnesses of the circulatory system). The proposed framework, based on the novel use of the stated preference technique with two models (C-MNL and LCL), paves the way for further analysis of Internet of Things (IoT) device configurations. The results provide substantial detail on implementing m-health devices for public safety agents, consider user requirements and propose a modular architecture based on an unprecedented product development strategy.

International Journal of Occupational Safety and Ergonomics
Universidade do Estado de Santa Catarina (BR), European Commission (BE), Universidade Federal de Santa Catarina (BR)
Industry, innovation and infrastructure
Openalex Percentile: Top 3%
Bluetooth and Wireless Communication Technologies
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Proposal for m-health modular architecture tailored for public safety officers — M. Bouzon, L. P. Calegari, et al. · International Journal of Occupational Safety and Ergonomics (2026) | TGRS Research Map | TGRS