Comprehensive risk profiling of occupational harmful factors in the ceramic industry: a case study from Iran

This study conducted a comprehensive risk assessment of four occupational hazards—respirable dust, noise, poor illumination, and heat stress—in an Iranian ceramic factory. Results identified respirable dust as the highest-risk factor, exceeding permissible limits in most areas.
Comprehensive risk profiling of occupational harmful factors in the ceramic industry: a case study from Iran
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Comprehensive risk profiling of occupational harmful factors in the ceramic industry: a case study from Iran - Environmental Science and Pollution Research

This study aimed to develop a comprehensive risk profile of four key occupational harmful factors—heat stress, inadequate illumination, noise, and respirable dust—within a representative ceramic manufacturing facility in Iran. Standardized instruments and protocols were used to assess four physical harmful factors. Dust concentration was measured via NIOSH 0600 using SKC pumps and nylon cyclones. Noise levels were recorded with a type 2 sound level meter (Extech 407732). Illuminance was measured with a GM1040 lux meter at a height of 0.85 m, and heat stress was evaluated using a wet-bulb globe temperature (WBGT) meter. The risk ratio (RR) was calculated for each harmful factor as a single risk index. An integrated risk assessment followed, incorporating RR values, the number of exposed workers, and exposure duration. Prioritization of harmful factors and similar exposure groups (SEGs) was performed using the Pareto principle. The findings revealed that the average levels of noise, illumination, respirable dust, and temperature in the studied ceramic industry were 82.88 dB(A), 114.83 lx, 4.15 mg/m3, and 21.01 °C, respectively. The RR matrix analysis identified respirable dust exposure as a high-risk factor, with a prioritization index exceeding 386%. In comparison, noise was classified as a medium-risk factor, with priority levels ranging from 321 to 386%. In contrast, poor illumination and heat stress were categorized as low-risk factors (integrated risk assessment (IRI) < 321%). Among the SEGs, the packing occupational group exhibited the highest comprehensive risk profile (IRI ≥ 379%) and was consequently identified as the top priority for control interventions in accordance with the Pareto principle. This risk-based framework offers a systematic approach for prioritizing occupational health interventions and optimizing resource allocation in industrial environments. Clinical trial number: This is not applicable.

Objective: This study aimed to develop a comprehensive risk profile for four key occupational hazards—heat stress, inadequate illumination, noise, and respirable dust—in a representative ceramic manufacturing facility in Iran. The goal was to prioritize risks and exposure groups to inform targeted health and safety interventions.

Methods: A mixed-methods approach was used:

Measurement: Standard instruments measured respirable dust (NIOSH 0600), noise (Type 2 sound level meter), illumination (lux meter at 0.85 m height), and heat stress (WBGT meter).

Risk Assessment:

Single-Factor Risk Assessment: Calculated a Risk Rating (RR) for each hazard based on Exposure Rating (ER) and Hazard Rating (HR).

Integrated Risk Assessment (IRI): Combined RR with the number of exposed workers and exposure duration to calculate a comprehensive risk index for each Similar Exposure Group (SEG).

Prioritization: The Pareto principle (80/20 rule) was applied to classify hazards and SEGs into high, medium, and low priority for intervention.

Key Findings:

Exposure Levels:

Average noise: 82.88 dB(A)

Average illumination: 114.83 lx

Average respirable dust: 4.15 mg/m³ (exceeding the NIOSH limit of 3 mg/m³ in most areas)

Average temperature: 21.01°C

Single-Factor Risk:

Respirable dust: Very high risk (RR = 4.47)

Noise: High risk (RR = 3.46)

Poor illumination & heat stress: Medium risk (RR = 3.16 & 3.00)

Integrated Risk (IRI):

The packing group had the highest cumulative risk (IRI ≥ 379%), due to large workforce size and multi-shift operations.

Other high/medium-risk SEGs included furnace, press-dryer, glaze line, and ball milling spray.

Pareto Prioritization:

High-priority hazard: Respirable dust (IRI ≥ 386%)

Medium-priority hazard: Noise (321% ≤ IRI < 386%)

Low-priority hazards: Poor illumination and heat stress (IRI < 321%)

Conclusions:

Respirable dust is the most critical hazard requiring immediate control measures (e.g., local exhaust ventilation, enclosed conveying systems, wet suppression).

The packing department should be the primary focus for integrated interventions (e.g., job rotation, improved PPE, ergonomic breaks).

The study provides a replicable, risk-based framework for prioritizing occupational health actions and optimizing resource allocation in industrial settings.

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