open access

Vol 74, No 3 (2023)
Original article
Submitted: 2023-07-25
Accepted: 2023-08-28
Published online: 2023-09-26
Get Citation

Health risk classification patterns among Filipino seafarers. Analysis from a pre-employment clinic in the Philippines: a 5-year review

Margarita S. Huerte1, Christian Lubaton1, Michael Tongson1, Monique Mendoza1, Raniv Rojo21, Eric David B. Ornos13
·
Pubmed: 37781939
·
IMH 2023;74(3):143-152.
Affiliations
  1. Nordic Medical Clinic, Manila, Philippines
  2. College of Medicine, University of the Philippines Manila, Manila, Philippines
  3. College of Public Health, University of the Philippines Manila, Manila, Philippines

open access

Vol 74, No 3 (2023)
MARITIME MEDICINE Original article
Submitted: 2023-07-25
Accepted: 2023-08-28
Published online: 2023-09-26

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.

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Keywords

Nordic Medical Clinic, occupational health, pre-employment medical examinations (PEME) to fit to work, risk classification, seafarers

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About this article
Title

Health risk classification patterns among Filipino seafarers. Analysis from a pre-employment clinic in the Philippines: a 5-year review

Journal

International Maritime Health

Issue

Vol 74, No 3 (2023)

Article type

Original article

Pages

143-152

Published online

2023-09-26

Page views

2448

Article views/downloads

3878

DOI

10.5603/imh.96652

Pubmed

37781939

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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