Risk Risk Analysis of Pesticide Exposure Associated with Reduced Cholinesterase Levels in Indonesian Farm Workers: A Meta-Analysis

Pesticide exposure remains a major occupational health problem, with the World Health Organization (WHO) reporting between 1 and 5 million cases of pesticide poisoning annually among agricultural workers. This study aimed to analyze the risk factors associated with pesticide poisoning by conducting a meta-analysis of published research. The meta-analysis was performed in four stages: data abstraction, statistical analysis using JASP Version 0.18.3, heterogeneity testing, and publication bias assessment. The random-effects model was applied to the variables of Personal Protective Equipment (PPE) use and length of work, as the heterogeneity test indicated significant variation between studies (p = 0.001). In contrast, the fixed-effects model was used for individual hygiene (p = 0.006). Egger’s test showed no indication of publication bias for PPE use (p = 0.356) and length of work (p = 0.395). The results revealed that PPE use increased the risk of decreased cholinesterase levels by 1.584 times, poor individual hygiene by 1.954 times, and working more than 5 hours by 1.665 times. In conclusion, individual hygiene was identified as the most significant risk factor. Farmers who neglect personal hygiene practices, such as bathing after spraying or changing clothes immediately, face a substantially greater risk of reduced cholinesterase levels due to pesticide poisoning.

Authors

Institutions

Publication Details

Journal
Media Kesehatan Masyarakat Indonesia
Published
2025-06-30
DOI
https://doi.org/10.30597/mkmi.v21i2.43217
Primary Topic
Pesticide Exposure and Toxicity
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Risk Risk Analysis of Pesticide Exposure Associated with Reduced Cholinesterase Levels in Indonesian Farm Workers: A Meta-Analysis

Muhammad Addin Rizaldi, Juliana Jalaludin, Mochammad Sholehhudin, R. Azizah et al.
Media Kesehatan Masyarakat Indonesia
Pesticide Exposure and Toxicity
article

Risk Risk Analysis of Pesticide Exposure Associated with Reduced Cholinesterase Levels in Indonesian Farm Workers: A Meta-Analysis

Muhammad Addin Rizaldi, Juliana Jalaludin, Mochammad Sholehhudin, R. Azizah, Globila Nurika, Zaneta Aaqilah Salsabila, Zafira Nuha Naura
article en

Abstract

Pesticide exposure remains a major occupational health problem, with the World Health Organization (WHO) reporting between 1 and 5 million cases of pesticide poisoning annually among agricultural workers. This study aimed to analyze the risk factors associated with pesticide poisoning by conducting a meta-analysis of published research. The meta-analysis was performed in four stages: data abstraction, statistical analysis using JASP Version 0.18.3, heterogeneity testing, and publication bias assessment. The random-effects model was applied to the variables of Personal Protective Equipment (PPE) use and length of work, as the heterogeneity test indicated significant variation between studies (p = 0.001). In contrast, the fixed-effects model was used for individual hygiene (p = 0.006). Egger’s test showed no indication of publication bias for PPE use (p = 0.356) and length of work (p = 0.395). The results revealed that PPE use increased the risk of decreased cholinesterase levels by 1.584 times, poor individual hygiene by 1.954 times, and working more than 5 hours by 1.665 times. In conclusion, individual hygiene was identified as the most significant risk factor. Farmers who neglect personal hygiene practices, such as bathing after spraying or changing clothes immediately, face a substantially greater risk of reduced cholinesterase levels due to pesticide poisoning.

Media Kesehatan Masyarakat IndonesiaVol. 21(2)
Universiti Putra Malaysia (MY), Universitas Airlangga (ID), Jenderal Soedirman University (ID), Universitas Jember (ID), Universitas Muhammadiyah Sidoarjo (ID)
Universitas Airlangga
Openalex Percentile: Top 78%
Pesticide Exposure and Toxicity
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.