open access
Health risk classification patterns among Filipino seafarers. Analysis from a pre-employment clinic in the Philippines: a 5-year review
- Nordic Medical Clinic, Manila, Philippines
- College of Medicine, University of the Philippines Manila, Manila, Philippines
- College of Public Health, University of the Philippines Manila, Manila, Philippines
open access
Abstract
Background: Seafaring is a demanding profession that exposes individuals to unique health risks and challenges.
This study investigates risk classification patterns among seafarers who underwent physical
and medical examination at the Nordic Medical Clinic, a pre-employment clinic in the Philippines.
Materials and methods: The analysis involved data obtained from medical records, including demographic
information, diagnoses, medical risk classification, corresponding management, and occupational details.
medical risk classification, based on guidelines from the Philippine Department of Labour and Employment,
categorised fit to work seafarers into risk class A, B, or C. Descriptive statistics and statistical tests, with
a significance level set at p < 0.05, were utilised for data analysis using R Studio (version 4.2.3).
Results: The study population consisted of 11,831 seafarers seen at the Nordic Medical Clinic between 2018
and 2022. The results revealed a significant proportion of seafarers falling into higher risk classifications,
with risk class C being the most prevalent at 48.16%. Pre-employment medical examinations (PEME) to fit
to work duration demonstrated a significant association with risk classification, revealing that lower-risk
classes had shorter fit-to-work times compared to higher-risk classes. Moreover, risk classification exhibited
uneven distribution across specific demographic and occupational characteristics, with older seafarers,
males, married individuals, and those in higher-ranking positions having a higher proportion of risk class C.
Conclusions: Our findings highlight the need for comprehensive and customised pre-boarding medical
screening standards for seafarers based on factors such as their specific role, vessel type, voyage, contract
length, and work location. Moreover, health implementation of health promotion and preventive strategies
that are based on the specific occupational and demographic needs of the seafarers are needed.
Abstract
Background: Seafaring is a demanding profession that exposes individuals to unique health risks and challenges.
This study investigates risk classification patterns among seafarers who underwent physical
and medical examination at the Nordic Medical Clinic, a pre-employment clinic in the Philippines.
Materials and methods: The analysis involved data obtained from medical records, including demographic
information, diagnoses, medical risk classification, corresponding management, and occupational details.
medical risk classification, based on guidelines from the Philippine Department of Labour and Employment,
categorised fit to work seafarers into risk class A, B, or C. Descriptive statistics and statistical tests, with
a significance level set at p < 0.05, were utilised for data analysis using R Studio (version 4.2.3).
Results: The study population consisted of 11,831 seafarers seen at the Nordic Medical Clinic between 2018
and 2022. The results revealed a significant proportion of seafarers falling into higher risk classifications,
with risk class C being the most prevalent at 48.16%. Pre-employment medical examinations (PEME) to fit
to work duration demonstrated a significant association with risk classification, revealing that lower-risk
classes had shorter fit-to-work times compared to higher-risk classes. Moreover, risk classification exhibited
uneven distribution across specific demographic and occupational characteristics, with older seafarers,
males, married individuals, and those in higher-ranking positions having a higher proportion of risk class C.
Conclusions: Our findings highlight the need for comprehensive and customised pre-boarding medical
screening standards for seafarers based on factors such as their specific role, vessel type, voyage, contract
length, and work location. Moreover, health implementation of health promotion and preventive strategies
that are based on the specific occupational and demographic needs of the seafarers are needed.
Keywords
Nordic Medical Clinic, occupational health, pre-employment medical examinations (PEME) to fit to work, risk classification, seafarers
Title
Health risk classification patterns among Filipino seafarers. Analysis from a pre-employment clinic in the Philippines: a 5-year review
Journal
Issue
Article type
Original article
Pages
143-152
Published online
2023-09-26
Page views
2448
Article views/downloads
3878
DOI
Pubmed
Bibliographic record
IMH 2023;74(3):143-152.
Keywords
Nordic Medical Clinic
occupational health
pre-employment medical examinations (PEME) to fit to work
risk classification
seafarers
Authors
Margarita S. Huerte
Christian Lubaton
Michael Tongson
Monique Mendoza
Raniv Rojo
Eric David B. Ornos
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