Evidence map›Paper›PMID 40414960›Full record

ArticleScientific reports2025

Association between prehospital medical service complexity and perceived task load of emergency calls among paramedics in Taiwan: a nationwide survey study.

Yun-Wei He, Chen-Han Chueh, Hsiao-Jou Yu, Chen-Yu Huang, Yu-Hsiang Meng, Chih-Hao Lin, Yi-Wen Tsai, Stefanos N Kales, Fan-Yun Lan

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

9 authors.

Yun-Wei HeDepartment of Occupational and Environmental Medicine, College of Medicine, National Cheng Kung University Hospital, National Cheng Kung University, Tainan, Taiwan.
Chen-Han ChuehInstitute of Health and Welfare Policy, National Yang Ming Chiao Tung University, Taipei, Taiwan.
Hsiao-Jou YuInstitute of Health and Welfare Policy, National Yang Ming Chiao Tung University, Taipei, Taiwan.
Chen-Yu HuangInstitute of Health and Welfare Policy, National Yang Ming Chiao Tung University, Taipei, Taiwan.
Yu-Hsiang MengDepartment of Emergency Medicine, Taipei Veterans General Hospital, Taipei, Taiwan.
Chih-Hao LinDepartment of Emergency Medicine, College of Medicine, National Cheng Kung University Hospital, National Cheng Kung University, Tainan, Taiwan.
Yi-Wen TsaiInstitute of Health and Welfare Policy, National Yang Ming Chiao Tung University, Taipei, Taiwan.
Stefanos N KalesDepartment of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
Fan-Yun LanInstitute of Health and Welfare Policy, National Yang Ming Chiao Tung University, Taipei, Taiwan. flan@g.harvard.edu.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Evidence on paramedics' task load is limited despite the growth of prehospital emergency medical services (EMS). This study aims to investigate the association between the clinical complexity of prehospital EMS patients and paramedics' (EMT-P's) perceived task load during their most recent call. In this nationwide cross-sectional study, a total of 430 paramedics attending 10 out of the 13 training groups of the "2023 Refresher Training Program for EMT-Ps" in Taiwan were asked to complete an anonymous online survey. The survey included the Chinese version of the NASA Task Load Index (NASA-TLX), which generated a global TLX score ranging from 0 to 100. The clinical complexity of the most recent call was also assessed and divided into three groups based on whether the services provided during the call involved procedures that could be performed by EMT-1, EMT-2, or EMT-P personnel. We built multivariable linear regression models to account for confounders such as paramedics' demographics, job tenure, and details of their most recent EMS dispatch (e.g., patient information, procedures performed, and call duration.). Among the 242 (56.3%) respondents, EMT-P and/or cardiopulmonary resuscitation calls were significantly associated with a 14.04-point (95% CI: 5.01-23.07) increase in the global TLX score when compared with EMT-1 missions after adjusting for confounders. These findings were consistent across the subdimensions of NASA-TLX, specifically, mental demand and frustration. Additionally, every additional year of a patient's age was correlated with a 0.14-point increase in paramedics' perceived global TLX (95% CI: 0.02-0.25) after model adjustment. Handling EMS cases that require advanced clinical skills and treating older patients is associated with increased paramedics' perceived task load. Our findings highlight the need to improve prehospital EMS workforce management in aging countries like Taiwan.

Indexed as

Allied Health PersonnelEmergency Medical ServicesEmergency Medical TechniciansWorkloadAdultCross-Sectional StudiesFemaleHumansMaleMiddle AgedParamedicsSurveys and QuestionnairesTaiwanEmergency medical servicesEmergency medical techniciansFirst responderNASA-TLXOccupational healthWorkload

Identifiers

PMID40414960
PMCPMC12104446

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LicenceCC BY-NC-ND
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.