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eISSN: 3028-8533 / INQUIDE / Vol. 07 / Nº 02
Faculty of Chemical
engineering
Chemical Engineering and Development
University of Guayaquil | Faculty of Chemical Engineering | Tel. +593 4229 2949 | Guayaquil Ecuador
https://revistas.ug.edu.ec/index.php/iqd
Email: inquide@ug.edu.ec | francisco.duquea@ug.edu.ec
Pag. 38
Comprehensive Ergonomic Proposal for the Reduction of Musculoskeletal
Risks in Soap Production: An Approach Based on Statistical Analysis and
Postural Evaluation
Propuesta Ergonómica Integral para la Reducción de Riesgos Musculoesqueléticos en la
Producción de Jabones: Un Enfoque Basado en Análisis Estadístico y Evaluación Postural.
Genesis Elizabeth Castro Rosales
1
* ; Ashly Dayanna Torres Alvarado
2
; Luis Stalin Zalamea Cedeño
3
; Francisco Javier Duque-Aldaz
4
& Fernando Raúl
Rodríguez-Flores
5
Research
Articles
X
Articles
Review
Articles
of Essays
* Corresponding author.
Abstract
In the soap production industry, workers face significant ergonomic risks due to repetitive tasks, load handling and forced postures, which can cause
musculoskeletal injuries, fatigue and stress, affecting health and productivity. The objective of the research was to design a comprehensive ergonomic proposal
to improve physical conditions and reduce ergonomic risks in the soap production line by identifying risks and developing practical solutions based on a
comprehensive analysis. An initial diagnosis was made through ergonomic surveys and on-site observations. Responses were analyzed using standardized
postural assessment methods and statistical tests (chi-square, Cramer's V, Lambda). The main ergonomic risks were identified and recommendations and practical
solutions were formulated. The results showed that 67% of the workers reported maintaining forced neck postures for more than 2 continuous hours, and 58%
of the trunk postures. Forty-two percent perform repetitive movements of the arms and wrists for more than 4 continuous hours, and 33% manually handle loads
of more than 25 kg. In addition, 17% are exposed to vibrations and 25% to extreme temperatures. Lack of ergonomics training was reported by 100% of the
workers. Statistical analyses revealed significant associations between ergonomic variables, providing a solid basis for the formulation of improvement proposals.
The research confirmed the high prevalence of ergonomic risks in soap production, underlining the need for proactive ergonomic interventions to improve
workers' health and productivity.
Keywords: Ergonomics; Ergonomic Risks; Musculoskeletal Disorders (MSD); Forced Postures; Repetitive Movements; Load Handling
Resumen
En la industria de producción de jabones, los trabajadores enfrentan riesgos ergonómicos significativos debido a tareas repetitivas, manipulación de cargas y
posturas forzadas, lo que puede causar lesiones musculoesqueléticas, fatiga y estrés, afectando la salud y productividad. La investigación tuvo por objetivo
diseñar una propuesta ergonómica integral para mejorar las condiciones físicas y reducir los riesgos ergonómicos en la línea de producción de jabones, mediante
la identificación de riesgos y el desarrollo de soluciones prácticas basadas en un análisis exhaustivo. Se realizó un diagnóstico inicial mediante encuestas
ergonómicas y observaciones in situ. Se analizaron las respuestas utilizando métodos estandarizados de evaluación postural y pruebas estadísticas (chi-cuadrado,
V de Cramer, Lambda). Se identificaron los principales riesgos ergonómicos y se formularon recomendaciones y soluciones prácticas. Como resultados se
obtuvo que: un 67% de los trabajadores reportó mantener posturas forzadas del cuello durante más de 2 horas continuas, y un 58% del tronco. Un 42% realiza
movimientos repetitivos de brazos y muñecas durante más de 4 horas continuas, y un 33% manipula cargas manualmente de más de 25 kg. Además, un 17%
está expuesto a vibraciones y un 25% a temperaturas extremas. La falta de formación en ergonomía fue reportada por el 100% de los trabajadores. Los análisis
estadísticos revelaron asociaciones significativas entre variables ergonómicas, proporcionando una base sólida para la formulación de propuestas de mejora. La
investigación confirmó la alta prevalencia de riesgos ergonómicos en la producción de jabones, subrayando la necesidad de intervenciones ergonómicas
proactivas para mejorar la salud y productividad de los trabajadores.
Palabras claves: Ergonomía; Riesgos Ergonómicos; Trastornos Musculoesqueléticos (TME); Posturas Forzadas; Movimientos Repetitivos; Manipulación De
Cargas
1.- Introduction.
In the soap production industry, workers face significant
ergonomic hazards due to repetitive tasks, load handling,
and awkward postures. These conditions can cause
musculoskeletal injuries, fatigue, and stress, affecting
employee health and company productivity.
Despite the importance of ergonomics, many companies do
not implement comprehensive ergonomic proposals,
1
Independent Researcher; genesiscastro89@hotmil.com ; Guayaquil; Ecuador.
2
Independent Researcher; dayi-torres14@outlook.com ; Guayaquil; Ecuador.
3
University of Guayaquil; luis.zalameac@ug.edu.ec ; https://orcid.org/0009-0000-1511-0219 ; Guayaquil; Ecuador.
4
University of Guayaquil; francisco.duquea@ug.edu.ec ; https://orcid.org/0000-0001-9533-1635 ; Guayaquil, Ecuador.
5
University of Habana; fernan@matcom.uh.cu; https://orcid.org/0009-0002-8275-7631 ; Habana; Cuba.
exposing workers to unfavorable conditions that increase
the risk of injuries and absenteeism from work.
It is crucial that companies take proactive steps to assess and
improve ergonomic conditions. An ergonomic proposal
specific to soap production can identify risks and develop
practical solutions, improving employee health and
operational efficiency.
University of
Guayaquil
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Chemical Engineering and Development
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eISSN: 3028-8533 / INQUIDE / Vol. 07 / Nº 02
Faculty of Chemical
engineering
Chemical Engineering and Development
University of Guayaquil | Faculty of Chemical Engineering | Tel. +593 4229 2949 | Guayaquil Ecuador
https://revistas.ug.edu.ec/index.php/iqd
Email: inquide@ug.edu.ec | francisco.duquea@ug.edu.ec
Pag. 39
Within the company, workers on the production line face
various ergonomic risks arising from the tasks and
processes involved.
Through on-site observations and through the use of a
primary record sheet, some worrying situations have been
identified: repetitive movements, handling of loads, forced
postures, environmental factors.
Based on the above, the objective of this research is to
design a comprehensive ergonomic proposal that allows the
improvement of physical conditions and reduction of
ergonomic risks in the soap production line.
To meet the silver objective, it is proposed to first carry out
an initial diagnosis by means of an ergonomic survey of all
the workers on the production line, then an analysis of each
of the answers will be carried out and a correlation analysis
will be carried out by means of the chi-square test; and
finally a group of proposed solutions will be proposed.[1]
1.1.- Musculoskeletal Disorders in the Manufacturing
Industry
Rationale on the main MSDs in industrial environments.-
Musculoskeletal disorders (MSDs) in industrial
environments are a complex group of pathologies that
mainly affect the muscles, tendons, nerves and joints,
manifesting predominantly in the upper limbs and spine.
These disorders are characterized by their cumulative
nature, resulting from prolonged exposure to biomechanical
and organizational risk factors in the work environment.
Epidemiological evidence indicates that approximately
65% of industrial workers experience some type of MSD
during their working life, with tendonitis, carpal tunnel
syndrome and low back pain being the most frequent
manifestations.[2]
Relationship between prolonged forced postures and the
development of occupational pathologies.- Prolonged
forced postures represent a critical factor in the
development of occupational pathologies, characterized by
generating biomechanical overload in musculoskeletal
structures. Longitudinal studies have shown that sustained
exposure to extreme joint angles for periods of more than 2
continuous hours increases the risk of developing chronic
injuries by 60%. This phenomenon is explained by the
alteration in muscle recruitment patterns and the reduction
of blood flow in the affected tissues, triggering chronic
inflammatory processes and progressive structural
degeneration.[3]
Economic and social impact of MSDs in the soap industry.-
MSDs in the soap industry generate significant economic
repercussions, manifested in direct and indirect costs.
Financial analyses of the sector indicate that approximately
30% of work absenteeism is attributed to MSDs,
representing estimated annual losses between 4-6% of total
production. In addition, costs associated with
compensation, medical treatment, and rehabilitation
programs constitute approximately 15% of annual operating
expenses. The social dimension is reflected in the decrease
in the quality of life of workers, affecting their productive
capacity and family environment.[4][5]
1.2.- Ergonomic Risk Factors in Production Lines
Classification of forced postures.- Forced postures in the
industrial field are categorized according to their
biomechanical impact and affected anatomical area.
Cervical flexion greater than 20° sustained for more than 2
hours presents a high risk, while deviations of the trunk
greater than 30° generate significant disc compression. In
the upper extremities, glenohumeral abduction greater than
60° and radioulnar deviations greater than 15° constitute the
critical parameters. This classification allows for the
establishment of exposure limits and the development of
specific preventive strategies according to the
biomechanical demand of each body segment.[6]
Repetitive movements and their quantification.- The
quantification of repetitive movements is based on specific
biomechanical parameters, where frequency, duration and
force exerted constitute the critical variables of analysis. A
movement is considered repetitive when its fundamental
cycle is less than 30 seconds or when more than 50% of the
cycle involves the same movement pattern. Quantitative
evaluation incorporates frequency analysis using temporal
sampling techniques, establishing exposure indices based
on the number of repetitions per unit of time and the
associated recovery periods.[7][8]
Manual Handling of Loads and Permissible Limits.- Manual
handling of loads is governed by biomechanical principles
that establish permissible limits based on the revised
NIOSH equation. Determining factors include horizontal
distance (H), vertical height (V), vertical displacement (D),
asymmetry (A), lift frequency (F), and coupling (C). The
recommended weight limit (LPR) is calculated by
considering a load constant of 23 kg multiplied by these
multiplying factors. This methodology allows the lifting
index (IL) to be determined, which, when it exceeds 1.0,
indicates a significant risk of injury.[9]
Environmental factors.- Environmental factors in industrial
environments are critical variables that modulate ergonomic
risk. Extreme temperatures (>28°C or <15°C) alter muscle
capacity and motor accuracy by 20-30%. Vibrations,
especially in the range of 5-1400 Hz, affect tissue
microcirculation and nerve conduction. Inadequate lighting
(<500 lux in precision tasks) increases cervical muscle
tension by approximately 15% due to the adoption of
compensatory postures.[10]
1.3.- Ergonomic Evaluation Methodologies in Industrial
Processes
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Postural assessment methods.- Postural assessment
methods comprise standardised biomechanical analysis
systems that quantify the risk associated with different body
configurations. Methods such as RULA, REBA, and
OWAS establish scores based on the angular deviation of
body segments from neutral positions, considering factors
such as load/force, coupling, and muscle activity. These
methods make it possible to categorize the level of risk on
validated scales and to establish ergonomic intervention
priorities.[11]
Ergonomic risk assessment tools.- Ergonomic assessment
tools are systematic instruments that integrate multiple
variables of occupational exposure. Methods such as JSI
(Job Strain Index) and OCRA (Occupational Repetitive
Actions) provide composite indices that consider exertion
intensity, duration, frequency, posture, and additional
factors. These tools allow normalized scores to be obtained
that facilitate the comparison between different jobs and the
identification of preventive priorities.[12]
Ergonomic sampling and data collection techniques.-
Ergonomic sampling techniques employ structured
protocols that combine direct observation, videographic
recording, and instrumental measurements. Temporal
sampling using work-rest techniques allows for the
characterization of exposure patterns, while motion analysis
systems provide accurate kinematic data. The sampling
frequency is established considering the variability of the
task, typically requiring observations of 30-60 minutes per
work cycle to obtain representative data.[13] [14]
Validation of assessment instruments.- The validation of
ergonomic assessment instruments requires a systematic
process that includes inter- and intra-rater reliability
analysis, construct validity and sensitivity to change.
Intraclass correlation coefficients (ICCs) must exceed 0.80
to be considered acceptable, while concurrent validity is
established by comparison with gold standard methods.
Sensitivity is assessed by the instrument's ability to detect
clinically significant changes in the ergonomic conditions
evaluated.[15]
1.4.- Ergonomic Design of Workstations
Principles of applied anthropometry.- Applied
anthropometry is a fundamental pillar in the ergonomic
design of workplaces, based on the systematic measurement
of the body dimensions of the working population. This
discipline establishes that the design must accommodate
90% of the user population, considering the range from the
5th percentile to the 95th percentile. Critical anthropometric
data include functional heights, reaches, gripping
dimensions and clearances, being especially relevant in the
soap industry where tasks require manual precision. The
application of these principles makes it possible to establish
optimal dimensions for work surfaces, considering a height
of 5-10 cm below the elbow for precision tasks and 15-40
cm below the elbow for tasks that require greater
strength.[16]
Optimal configuration of elements and tools.- The strategic
arrangement of elements and tools in the workspace must
follow principles of economy of movement and functional
zoning. Frequently used tools should be located in the
optimal reach area (35-45 cm radius from the operator's
reference point), while occasional use items should be
located in the maximum reach area (55-65 cm radius). The
setup should consider the operational sequence of the
process, minimizing unnecessary and cross-over
movements. Technical studies show that an optimized
configuration can reduce unproductive movements by up to
30% and reduce cycle time in manual operations by
25%.[17]
Design criteria for minimizing forced postures.- The design
criteria for the prevention of forced postures are based on
biomechanical principles that seek to keep the joints in
neutral positions for as long as possible. Work surfaces
should be height adjustable (±15 cm from the optimum
point) to accommodate anthropometric variability. Work
planes should be tilted 15-20° for visual precision tasks,
reducing cervical flexion. The design must incorporate free
spaces for the feet (minimum 15 cm deep and 15 cm high)
that allow the worker to approach appropriately. The
implementation of these criteria has been shown to reduce
the incidence of awkward postures on production lines by
40-60%.[18]
Environmental considerations in the design of jobs.- The
environmental design of jobs must integrate specific
technical parameters that guarantee optimal conditions for
the execution of tasks. Lighting should provide levels
between 500-1000 lux for precision tasks, with a minimum
uniformity of 0.7 and a color rendering index greater than
80. The operating temperature should be maintained
between 20-24°C, with a relative humidity of 30-60%.
Noise levels should not exceed 85 dBA for 8-hour shifts,
and vibrations should be controlled so as not to exceed the
daily exposure limits A(8) of 2.5 m/s². These technical
specifications are critical to preventing sensory fatigue and
maintaining optimal levels of work performance.[19]
1.5.- Ergonomic Interventions in Industry
Engineering control strategies.- Engineering control
strategies constitute the first line of defense in the hierarchy
of ergonomic controls, based on physical modifications of
the work environment to eliminate or reduce risk factors at
their source. These interventions include the
implementation of mechanical assistance systems for
handling loads (with capacities of 25-50 kg), adjustable
lifting platforms (vertical adjustment range of ±30 cm), and
automated systems for repetitive tasks (frequency >30
cycles/minute). Technical data show that the
implementation of engineering controls can reduce the
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Pag. 41
biomechanical load in critical tasks by up to 75% and reduce
the prevalence of work-related MSDs by 60%. The
effectiveness of these interventions is quantified by pre- and
post-implementation biomechanical analyses, using
standardized methods such as RULA or NIOSH.[20][21]
Administrative and organizational measures.-
Administrative and organizational measures comprise a set
of strategies that modify work patterns and exposure to
ergonomic risk factors. Implementing systematic job
rotation (every 2-4 hours) between tasks involving different
muscle groups reduces the cumulative load on specific
structures. The establishment of optimized work-rest cycles
(10 minutes of break for every 50 minutes of work in tasks
of high physical demand) allows adequate physiological
recovery. Technical studies indicate that these measures,
when implemented following structured protocols, can
reduce muscle fatigue rates by 40% and decrease MSD-
related absenteeism rates by 35%.[22]
Training and awareness programs.- Ergonomic training and
awareness programs must be structured through a
systematic evidence-based approach, incorporating
quantifiable theoretical and practical elements. The
methodology should include pre- and post-training
assessments, with a minimum of 20 hours of initial training
and quarterly 4-hour reinforcement sessions. Technical
content should cover occupational biomechanics, risk factor
recognition (using standardized checklists), manual load
handling techniques, and muscle compensation exercises.
The effectiveness of the program is measured by specific
indicators such as a 50% reduction in risk postures and an
80% increase in knowledge of safe practices, validated
through structured evaluations.[23]
Evaluation of the effectiveness of interventions.- The
evaluation of the effectiveness of ergonomic interventions
requires a multimetric approach that integrates quantitative
and qualitative indicators. The evaluation protocol should
include pre- and post-intervention biomechanical
measurements (using surface electromyography and
kinematic analysis), productivity indices (operational
efficiency and error rates), occupational health indicators
(frequency and severity of MSDs), and cost-benefit
analysis. The evaluation methodology should follow a
longitudinal design with minimum follow-up periods of 6-
12 months, using control groups when feasible. Results
should be analysed using robust statistical methods
(repeated measures ANOVA, multiple regression analysis)
to establish the significance of the observed changes and the
magnitude of the effect of the interventions
implemented.[24]
2.- Materials and methods.
Materials
The research was carried out in a company dedicated to the
production of toilet soaps located in the city of Durán,
province of Guayas, Ecuador. The following materials were
used:
Standardized questionnaires: To assess workers'
perception of working conditions and the presence of
musculoskeletal discomfort.
Primary Log Sheets: To document on-site
observations of repetitive motions, load handling,
forced postures, and environmental factors.
Ergonomic measurement instruments: Including
tools such as RULA, REBA and OWAS for postural
assessment.
Statistical software: For data analysis and statistical
testing such as the chi-square test.
Method
1. Initial diagnosis:
An ergonomic survey of all workers on the
production line is carried out.
Direct observation and recording of working
conditions using primary record sheets.
2. Data analysis:
Analysis of survey responses to identify the prevalence
of ergonomic hazards.
Postural evaluation using standardized methods.
3. Statistical analysis:
Application of the chi-square test to determine the
significance of the associations between variables.
Calculation of symmetric measures (Cramer's V)
and directional measures (Lambda) to evaluate the
intensity and predictability of associations.
4. Development of the ergonomic proposal:
Identification of the main ergonomic risks.
Formulation of recommendations and practical
solutions based on data analysis.
Population and Sample
The study population consisted of workers on the soap
production line of a company located in Durán, Ecuador.
The sample was selected in a non-probabilistic manner,
including all available workers during the study period
(January to June 2024). In total, 12 workers participated,
who completed the questionnaires and were observed
during their work activities.[25]
Statistical analysis
The following statistical methods were used to analyse the
data:
Chi-square test (χ²): To evaluate the significance
of associations between dichotomous variables.
Highly significant associations were considered
those with p ≤ 0.001, very significant with 0.001 <
p ≤ 0.003, and significant with 0.003 < p < 0.05.
Symmetrical measurements (Cramer's V): To
determine the intensity of the associations between
variables. V values close to 1 indicate very strong
associations.
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Directional measures (Lambda): To evaluate the
predictive capacity of associations, with values
close to 1 indicating high predictability.
The results of the statistical analysis revealed patterns of
association
robust and non-random among the variables, providing a
solid empirical basis for the formulation of the ergonomic
proposal.
3. Analysis and Interpretation of Results.
Ergonomic Risk Survey applied in the Soap Production
Line
1.- Do you maintain forced neck postures
(flexion/extension) for more than 2 continuous hours?
Table 1.- Frequency of Forced Neck Postures on the Soap
Production Line
Yes =
8
Yes =
67%
No =
4
No =
33%
Total
12
100%
1. Prevalence of Forced Postures:
67% of the workers on the soap production line report
maintaining forced neck postures for more than 2
continuous hours. This indicates that a significant
majority of employees are exposed to this ergonomic
risk.
2. Health Impact:
Maintaining forced neck postures for prolonged
periods can lead to health problems such as muscle
aches, neck and shoulder strain, and potentially long-
term musculoskeletal disorders.[26]
3. Need for Intervention:
Given the high percentage of workers affected, it is
crucial to implement ergonomic measures to reduce
this risk. This could include:
Workstation reorganization: Adjust the height of
workstations and tools to minimize the need to flex
or extend the neck.
Regular breaks: Establish frequent breaks so that
workers can change posture and perform stretching
exercises.
Ergonomics training: Provide training on correct
postures and techniques to avoid unnecessary stress.
2.- Do you maintain forced postures of the trunk
(flexion/twisting) for more than 2 continuous hours?
Table 2.- Frequency of Forced Trunk Postures in the Soap
Production Line
Yes =
7
Yes =
58%
No =
5
No =
42%
Total
12
100%
1. Prevalence of Forced Trunk Postures:
58 % of the workers on the soap production line
report maintaining forced postures of the trunk for
more than 2 continuous hours. This indicates that
more than half of employees are exposed to this
ergonomic risk.
2. Health Impact:
Maintaining awkward trunk postures for prolonged
periods can lead to health problems such as lower
back pain, back strain, and potentially long-term
musculoskeletal disorders.
3. Need for Intervention:
Given the high percentage of workers affected, it is
crucial to implement ergonomic measures to reduce
this risk. This could include:
Workstation Reorganization: Adjust the
height of workstations and tools to minimize
the need to flex or twist the trunk.
Regular breaks: Establish frequent breaks so
that workers can change posture and perform
stretching exercises.
Ergonomics training: Provide training on
correct postures and techniques to avoid
unnecessary stress.
3.- Do you keep your arms raised above your shoulder for
more than 2 continuous hours?
Table 3.- "Frequency of Forced Arm Postures on the Soap
Production Line
Yes =
6
Yes =
50%
No =
6
No =
50%
12
100%
Interpretation:
2. Prevalence of Forced Arm Postures:
50 % of the workers on the soap production line
report keeping their arms raised above the shoulder
for more than 2 continuous hours. This indicates
that half of employees are exposed to this
ergonomic risk.
3. Health Impact:
Keeping your arms elevated above your shoulder
for extended periods can lead to health problems
such as shoulder pain, tightness in your neck and
arm muscles, and potentially long-term
musculoskeletal disorders.
4. Need for Intervention:
Given the significant percentage of workers
affected, it is crucial to implement ergonomic
measures to reduce this risk. This could include:
Workstation reorganization: Adjust the
height of workstations and tools to minimize
the need to raise the arms.
Regular breaks: Establish frequent breaks so
that workers can change posture and perform
stretching exercises.
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Ergonomics training: Provide training on
correct postures and techniques to avoid
unnecessary stress.
4.- Does it keep the wrists bent or deviated for more than 2
continuous hours?
Table 4.- Frequency of Forced Wrist Postures in the Soap
Production Line
Yes =
8
Yes =
67%
No =
4
No =
33%
12
100%
Interpretation:
1. Prevalence of Forced Wrist Poses:
67% of soap line workers report keeping their
wrists bent or deviated for more than 2 continuous
hours. This indicates that a significant majority of
employees are exposed to this ergonomic risk.
2. Health Impact:
Keeping your wrists bent or deviated for extended
periods can lead to health problems such as wrist
pains, tightness in the muscles of the hands and
arms, and potentially long-term musculoskeletal
disorders.
3. Need for Intervention:
Given the high percentage of workers affected, it is
crucial to implement ergonomic measures to reduce
this risk. This could include:
Workstation Rearrangement: Adjust the
height of workstations and tools to minimize
the need to bend or deflect wrists.
Regular breaks: Establish frequent breaks so
that workers can change posture and perform
stretching exercises.
Ergonomics training: Provide training on
correct postures and techniques to avoid
unnecessary stress.
5.- Do you perform repetitive movements of your
arms/wrists for more than 4 continuous hours?
Table 5.- Frequency of Repetitive Movements of
Arms/Wrists in the Soap Production Line
Yes =
5
Yes =
42%
No =
7
No =
58%
Total
12
100%
Interpretation:
1. Prevalence of Repetitive Motions:
42 % of the workers on the soap production line
report performing repetitive movements of the
arms/wrists for more than 4 continuous hours. This
indicates that a significant portion of employees are
exposed to this ergonomic risk.
2. Health Impact:
Performing repetitive motions for prolonged
periods can lead to health problems such as carpal
tunnel syndrome, tendonitis, and other
musculoskeletal disorders.
3. Need for Intervention:
Given the considerable percentage of workers
affected, it is crucial to implement ergonomic
measures to reduce this risk. This could include:
Workstation Reorganization: Adjust
workstations and tools to minimize the need
for repetitive motions.
Regular breaks: Establish frequent breaks so
that workers can rest and perform stretching
exercises.
Ergonomics Training: Provide training on
techniques to avoid unnecessary stress and the
importance of varying tasks.
6.- Do you lift, push or pull loads manually over 25 kg?
Table 6.- Frequency of Handling of Heavy Loads in the
Soap Production Line
Yes =
4
Yes =
33%
No =
8
No =
67%
Total
12
100%
Interpretation:
1. Prevalence of Heavy Load Handling:
33 % of the workers on the soap production line
report manually lifting, pushing or dragging loads
of more than 25 kg. This indicates that a significant
portion of employees are exposed to this ergonomic
risk.
2. Health Impact:
Handling heavy loads for prolonged periods can
lead to health problems such as lower back pain,
back injuries, and other musculoskeletal disorders.
3. Need for Intervention:
Given the considerable percentage of workers
affected, it is crucial to implement ergonomic
measures to reduce this risk. This could include:
Use of assistive equipment: Provide tools
and equipment that help lift and move heavy
loads.
Lifting Technique Training: Provide
training on correct techniques for lifting and
moving heavy loads.
Workstation Reorganization: Adjust
workstations to minimize the need to
manually lift or move heavy loads.
7.- Do you lift loads from the ground or over your shoulder?
Table 7.- Frequency of Lifting Loads from the Ground or
Over the Shoulder on the Soap Production Line
Yes =
2
Yes =
17%
No =
10
No =
83%
Total
12
100%
Interpretation:
1. Prevalence of Lifts from the Ground or Over the
Shoulder:
17 % of the workers on the soap production line
report lifting loads from the ground or over the
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shoulder. This indicates that a minority of
employees are exposed to this ergonomic risk.
2. Health Impact:
Performing lifts from the ground or over the
shoulder can lead to health problems such as lower
back pain, back injuries, and other musculoskeletal
disorders.
3. Need for Intervention:
Although the percentage of workers affected is
lower, it is important to implement ergonomic
measures to reduce this risk. This could include:
Use of assistive equipment: Provide tools
and equipment that help lift and move loads
from the ground or over the shoulder.
Lifting Technique Training: Provide
training on correct techniques for lifting and
moving loads from the ground or over the
shoulder.
Workstation reorganization: Adjust
workstations to minimize the need to lift loads
from the ground or over the shoulder.
8.- Are you exposed to vibrations in your hand/arm for more
than 2 continuous hours?
Table 8.- Frequency of Exposure to Hand/Arm Vibrations
in the Soap Production Line
Yes =
2
Yes =
17%
No =
10
No =
83%
Total
12
100%
Interpretation:
1. Prevalence of Vibration Exposure:
17% of the workers on the soap production line
report being exposed to hand/arm vibrations for
more than 2 continuous hours. This indicates that a
minority of employees are exposed to this
ergonomic risk.
2. Health Impact:
Prolonged exposure to hand/arm vibration can lead
to health problems such as hand-arm vibration
syndrome, which can cause numbness, tingling, and
loss of strength in the hands and arms.
3. Need for Intervention:
Although the percentage of workers affected is
lower, it is important to implement ergonomic
measures to reduce this risk. This could include:
Use of anti-vibration tools: Provide tools and
equipment designed to minimize exposure to
vibration.
Regular breaks: Establish frequent breaks so
that workers can rest and reduce exposure to
vibrations.
Ergonomics Training: Provide training on
techniques to minimize exposure to vibration
and the importance of using personal
protective equipment.
9.- Are you exposed to extreme temperatures (heat or cold)
in your workplace?
Table 9.- Frequency of Exposure to Extreme Temperatures
in the Soap Production Line
Yes =
3
Yes =
25%
No =
9
No =
75%
Total
12
100%
Interpretation:
1. Prevalence of Exposure to Extreme Temperatures:
25 % of the workers on the soap production line
report being exposed to extreme temperatures in
their workplace. This indicates that a significant
portion of employees are exposed to this ergonomic
risk.
2. Health Impact:
Prolonged exposure to extreme temperatures can
lead to health problems such as heat stress,
dehydration, hypothermia or heat stroke, depending
on whether the temperature is extremely cold or hot.
3. Need for Intervention:
Given the considerable percentage of workers
affected, it is crucial to implement ergonomic
measures to reduce this risk. This could include:
Temperature Control: Implement
temperature control systems in the work area
to maintain a comfortable environment.
Personal protective equipment: Provide
adequate clothing and equipment to protect
workers from extreme temperatures.
Regular breaks: Establish frequent breaks so
that workers can rest and recover from
exposure to extreme temperatures.
10.- Do you consider that the lighting levels in your work
area are inadequate?
Table 10.- "Inadequate Lighting Frequency in the Soap
Production Line
Yes =
7
Yes =
58%
No =
5
No =
42%
Total
12
100%
Interpretation:
1. Prevalence of Inadequate Lighting:
58% of the workers on the soap production line
consider the lighting levels in their work area to be
inadequate. This indicates that a significant
majority of employees are exposed to this
ergonomic risk.
2. Health Impact:
Inadequate lighting can lead to health problems
such as eye strain, headaches, and decreased
productivity due to difficulty seeing clearly.
3. Need for Intervention:
Given the high percentage of workers affected, it is
crucial to implement ergonomic measures to
improve lighting in the work area. This could
include:
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Lighting improvement: Install adequate
lighting systems that provide uniform and
sufficient light in all work areas.
Regular assessment: Conduct regular
assessments of lighting levels to ensure they
meet ergonomic standards.
Ergonomics Training: Provide training on
the importance of good lighting and how to
adjust workstations to optimize available
light.
11.- Are you exposed to high noise levels in your
workplace?
Table 11.- Frequency of Exposure to High Noise Levels in
the Soap Production Line
Yes =
6
Yes =
50%
No =
6
No =
50%
Total
12
100%
Interpretation:
1. Prevalence of Exposure to High Noise:
50% of the workers on the soap production line
report being exposed to high noise levels in their
workplace. This indicates that half of employees are
exposed to this ergonomic risk.
2. Health Impact:
Prolonged exposure to high noise levels can lead to
health problems such as hearing loss, stress, fatigue,
and decreased concentration and productivity.
3. Need for Intervention:
Given the significant percentage of workers
affected, it is crucial to implement ergonomic
measures to reduce this risk. This could include:
Noise Control: Implement noise control
systems in the work area to reduce noise
levels.
Personal protective equipment: Provide
adequate hearing protection for workers
exposed to high noise levels.
Regular assessment: Conduct regular
assessments of noise levels to ensure they
meet ergonomic standards.
12.- Do you perform repetitive tasks without variation
throughout your working day?
Table 12.- Frequency of Repetitive Tasks without Variation
in the Soap Production Line
Yes =
10
Yes =
83%
No =
2
No =
17%
Total
12
100%
Interpretation:
1. Prevalence of Repetitive Tasks:
83% of the workers on the soap production line
report performing repetitive tasks without variation
throughout their workday. This indicates that a
large majority of employees are exposed to this
ergonomic risk.
2. Health Impact:
Performing repetitive tasks without variation can
lead to health problems such as muscle fatigue,
stress, and musculoskeletal disorders due to lack of
movement and variation in activities.
3. Need for Intervention:
Given the high percentage of workers affected, it is
crucial to implement ergonomic measures to reduce
this risk. This could include:
Task rotation: Implement a task rotation
system so that workers can change activities
and reduce monotony.
Regular breaks: Establish frequent breaks so
that workers can rest and perform stretching
exercises.
Ergonomics Training: Provide training on
the importance of varying tasks and
techniques to avoid unnecessary stress.
13.- Do you have enough breaks or breaks during your
working day?
Table 13.- Frequency of Sufficient Breaks during the
Working Day on the Soap Production Line
Yes =
8
Yes =
67%
No =
4
No =
33%
Total
12
100%
Interpretation:
1. Prevalence of Sufficient Breaks:
67% of the workers on the soap production line
report having enough breaks or breaks during their
workday. This indicates that a significant majority
of employees have access to adequate breaks.
2. Health Impact:
Having enough breaks is crucial for the health and
well-being of workers, as it reduces fatigue,
improves concentration and prevents
musculoskeletal disorders.
3. Need for Intervention:
Although most workers report having enough
breaks, it is important to ensure that all employees
have access to adequate breaks. This could include:
Break Policy Review: Ensure that break
policies are appropriate and applied
consistently.
Ergonomics Training: Provide training on
the importance of breaks and how to use them
effectively to reduce fatigue and improve
health.
14.- Have you received training in ergonomics?
Table 14.- Frequency of Ergonomics Training in the Soap
Production Line
Yes =
0
Yes =
0%
No =
12
No =
100%
Total
12
100%
Interpretation:
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1. Prevalence of Ergonomics Training:
0 % of the workers on the soap production line
report having received training or training in
ergonomics. This indicates that none of the
employees have been trained in this crucial aspect
of occupational health.
2. Health Impact:
Lack of ergonomics training can lead to a higher
incidence of work-related health problems, such as
musculoskeletal disorders, due to a lack of
knowledge about correct postures and techniques to
avoid unnecessary strain.
3. Need for Intervention:
Since none of the workers have received
ergonomics training, it is crucial to implement
training programs for all employees. This could
include:
Ergonomics Training Programs: Develop
and implement training programs that cover
key aspects of ergonomics and how to apply
them in the workplace.
Regular evaluations: Conduct regular
evaluations to ensure that workers are
correctly applying ergonomic principles.
15.- Have you experienced muscle aches, injuries or
discomfort related to your work?
Table 15.- Frequency of Muscle Pain and Work-Related
Injuries on the Soap Production Line
Yes =
12
Yes =
100%
No =
0
No =
0%
Total
12
100%
Interpretation:
1. Prevalence of Muscle Pain and Injuries:
100% of workers on the soap production line
report experiencing muscle aches, injuries, or
discomfort related to their work. This indicates that
all employees are affected by health problems
related to their work.
2. Health Impact:
The high prevalence of muscle aches and injuries
suggests that current working conditions are
significantly contributing to health problems among
employees.
3. Need for Intervention:
Since all workers are affected, it is crucial to
implement ergonomic measures to improve
working conditions and reduce the incidence of
health problems. This could include:
Ergonomic assessment: Conduct a complete
ergonomic assessment of the workplace to
identify and correct risk factors.
Health and wellness programs: Implement
health and wellness programs that include
stretching exercises, relaxation techniques,
and other methods to reduce stress and muscle
tension.
Ergonomics Training: Provide ongoing
training on ergonomics and how to apply its
principles in the workplace.
Chi-square test table: Asymptotic significance value
(bilateral)
P5
P6
P8
P10
P11
P13
P2
0,038
P3
0,003
0,003
0,001
P4
0,03
P5
0,001
0,003
P7
0,001
P10
0,003
Table Symmetrical measurements: Cramer's V
P5
P6
P8
P10
P11
P13
P2
0,598
P3
0,845
0,845
1
P4
0,625
P5
1
0,845
P7
1
P10
0,845
Table Directional Measurements: Lambda
P5
P6
P8
P10
P11
P13
P2
0,4
P3
0,833
0,833
1
P4
0,5
P5
1
0,8
P7
1
P10
0,8
Detailed analysis of statistical results
1. Chi-Square Test (χ²) - Asymptotic Significance:
This test reveals statistically significant association patterns
(α = 0.05) between dichotomous variables, highlighting:
Highly significant associations (p ≤ 0.001):
P3-P11: p = 0.001
P5-P10: p = 0.001
P7-P8: p = 0.001
Very significant associations (0.001 < p ≤ 0.003):
P3-P5: p = 0.003
P3-P10: p = 0.003
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P5-P11: p = 0.003
P10-P11: p = 0.003
Significant associations (0.003 < p < 0.05):
P4-P6: p = 0.03
P2-P13: p = 0.038
Highlights:
The concentration of p-values 0.003 suggests
robust and non-random relationships between the
variables analyzed.
The distribution of significance indicates a
systematic pattern in the workers' responses.
2. Symmetrical Measurements - Cramer's V:
This normalized coefficient (0-1) reveals the intensity of the
associations:
Perfect associations (V = 1):
P3-P11
P5-P10
P7-P8
Very strong associations (V = 0.845):
P3-P5
P3-P10
P5-P11
P10-P11
Moderate associations:
P4-P6: V = 0.625
P2-P13: V = 0.598
Highlights:
The presence of multiple V coefficients 0.845
indicates a high degree of consistency in the
responses.
Perfect associations (V = 1) suggest complete
synchronization between certain ergonomic
aspects evaluated.
3. Directional Measures - Lambda (λ):
This predictive coefficient reveals the ability to reduce error
in prediction:
Perfect predictability (λ = 1):
P3-P11
P5-P10
P7-P8
Very high predictability (λ ≥ 0.8):
P3-P5: λ=0.833
P3-P10: λ=0.833
P5-P11: λ=0.8
P10-P11: λ=0.8
Moderate predictability:
P4-P6: λ=0.5
P2-P13: λ=0.4
Relevant Aspects To Highlight:
1. Tripartite Consistency:
The convergence of the three statistics (χ², Cramer's V,
and Lambda) in optimal values for certain pairs of
variables (especially P3-P11, P5-P10, and P7-P8)
suggests the presence of fundamental ergonomic
patterns that require priority attention in the design of
the improvement proposal.
2. Gradient of Associations:
A clear hierarchical pattern is observed in the
associations, from perfect to moderate, which allows
prioritizing specific aspects in the ergonomic
intervention.
3. Statistical Robustness:
Consistency between the three different statistical
measures strengthens the validity of the findings,
minimizing the likelihood of spurious associations.
4. Predictive Implications:
The high Lambda values (≥ 0.8) in multiple
relationships suggest that interventions in certain
ergonomic aspects could have predictable and
significant effects in other related aspects.
5. Structuring of Interventions:
The results provide a solid empirical basis for the
hierarchical structuring of ergonomic interventions,
allowing a systematic and evidence-based approach to
the improvement of physical conditions on the
production line.
4. Discussion
The results of the research on ergonomic risks in the soap
production line reveal a significant prevalence of forced
postures, repetitive movements and handling of loads,
which confirms the hypotheses initially raised about the
existence of working conditions that can negatively affect
the health of workers
.
Interpretation of Results
1. Forced Postures:
Neck and Trunk: 67% and 58% of the workers,
respectively, reported maintaining forced postures
for more than 2 continuous hours. These findings
are consistent with previous studies indicating that
prolonged postures can lead to musculoskeletal
disorders (MSDs) such as tendonitis and low back
pain 1. The literature suggests that biomechanical
overload and reduced blood flow in affected
tissues are critical factors in the development of
these pathologies.
2. Repetitive Movements:
42% of workers perform repetitive movements of
the arms and wrists for more than 4 hours
continuously. This result is consistent with
research associating repetitive motions with carpal
tunnel syndrome and other repetitive strain
injuries. The quantification of these movements
and their relationship with duration and frequency
is crucial to understand the impact on occupational
health.
3. Cargo Handling:
A whopping 33% of workers manually handle
loads over 25kg, which aligns with studies
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highlighting the risk of low back injuries and other
MSDs associated with manual handling of heavy
loads. The revised NIOSH equation provides a
framework for assessing these risks and setting
permissible limits.
4. Environmental Factors:
The exposure to vibrations and extreme
temperatures reported by 17% and 25% of
workers, respectively, highlights the importance of
considering environmental factors in ergonomic
evaluation. The literature indicates that vibrations
can affect tissue microcirculation and nerve
conduction, while extreme temperatures can alter
muscle capacity and motor accuracy.
5. Lighting and Noise:
58% of workers consider lighting levels
inadequate, and 50% are exposed to high noise
levels. These factors can contribute to eye strain,
headaches, and hearing loss, affecting productivity
and overall well-being.
Comparison with Previous Studies
The results obtained in this research are consistent with
previous studies in the manufacturing industry, which have
documented the high prevalence of MSDs due to inadequate
ergonomic conditions. Epidemiological evidence suggests
that approximately 65% of industrial workers experience
some form of MSDs during their working lives 1. In
addition, the relationship between prolonged forced
postures and the development of occupational pathologies
has been well documented, with studies showing a 60%
increase in the risk of chronic injuries due to sustained
exposure to extreme joint angles.[27][28]
Implications of the Results
1. Workers' Health and Well-being:
The high prevalence of MSDs and other health
problems among workers underscores the urgent
need to implement effective ergonomic measures.
The lack of ergonomics training, reported by 100%
of workers, highlights a critical area of
intervention.
2. Productivity and Operational Efficiency:
Inadequate ergonomic conditions not only affect
the health of workers, but also the productivity and
efficiency of operations. Reducing fatigue and
stress through ergonomic improvements can have
a significant positive impact on productivity.
3. Proposals for Improvement:
The results provide a solid empirical basis for the
development of a comprehensive ergonomic
proposal. Interventions should include
reorganization of workstations, regular breaks, use
of assistive equipment, and ergonomics training
programs.[29]
For all of the above, it can be said that the results of this
research confirm the hypotheses raised about ergonomic
risks in the soap production line and their impact on the
health of workers. Comparison with previous studies
reinforces the validity of these findings and underscores the
need for proactive ergonomic interventions. The
implementation of a comprehensive ergonomic proposal
can significantly improve working conditions, reducing the
risk of MSDs and improving employee productivity and
well-being.
5.- Conclusions
The present research has revealed significant findings on
ergonomic risks in the soap production line, highlighting the
high prevalence of awkward postures, repetitive movements
and handling of heavy loads. These factors contribute to a
high incidence of musculoskeletal disorders (MSDs) among
workers, confirming the hypotheses initially raised. The
evidence obtained underscores the urgent need to
implement effective ergonomic measures to improve
working conditions and reduce the risk of injury.
One of the main findings is that 67% of the workers
maintain forced postures of the neck for more than 2
continuous hours, and 58% maintain forced postures of the
trunk. These results are consistent with previous studies that
associate prolonged postures with an increased risk of
MSDs, such as tendonitis and low back pain. Biomechanical
overload and reduced blood flow in the affected tissues are
critical factors in the development of these pathologies,
which highlights the importance of specific ergonomic
interventions.
The research has also identified that 42% of workers
perform repetitive movements of the arms and wrists for
more than 4 hours continuously, and 33% manually handle
loads of more than 25 kg. These findings are alarming, as
repetitive motions and handling heavy loads are closely
linked to carpal tunnel syndrome and other repetitive strain
injuries. The implementation of support teams and the
reorganization of workstations are essential measures to
mitigate these risks.
In addition, exposure to adverse environmental factors, such
as vibrations and extreme temperatures, affects 17% and
25% of workers, respectively. These factors can alter
muscle capacity and motor precision, increasing the risk of
injury. Improving environmental conditions in the
workplace is crucial to protecting employees' health and
optimizing their performance.
The importance of this research lies in its contribution to
ergonomics in small businesses, where ergonomic risks are
often underestimated. The results provide a solid empirical
basis for developing comprehensive ergonomic proposals
that address the specific needs of the soap production line.
Implementing these proposals will not only improve the
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Pag. 49
health and well-being of workers, but can also increase the
company's productivity and operational efficiency.
Finally, this research has important implications for future
studies in the field of ergonomics. The findings highlight
critical areas that require ongoing attention and suggest the
need for longitudinal research to assess the effectiveness of
ergonomic interventions in the long term. In addition, the
methods and approaches used in this study can serve as a
model for similar research in other industries, contributing
to the development of safer and more effective ergonomic
practices globally.
6.- Contribution of the authors.
1. Conceptualization: Elizabeth Castro Rosales; Ashly
Dayanna Torres Alvarado; Luis Stalin Zalamea
Cedeño.
2. Data curation: Francisco Javier Duque-Aldaz,
Fernando Raúl Rodríguez-Flores.
3. Formal analysis: Luis Stalin Zalamea Cedeño;
Francisco Javier Duque-Aldaz, Fernando Raúl
Rodríguez-Flores.
4. Acquisition of funds: N/A.
5. Investigación: Genesis Elizabeth Castro Rosales; Ashly
Dayanna Torres Alvarado.
6. Methodology: Luis Stalin Zalamea Cedeño; Francisco
Javier Duque-Aldaz, Fernando Raúl Rodríguez-Flores.
7. Project management: N/A.
8. Resources: N/A.
9. Software: N/A.
10. Supervision: Francisco Javier Duque-Aldaz, Fernando
Raúl Rodríguez-Flores
11. Validation: Luis Stalin Zalamea Cedeño; Francisco
Javier Duque-Aldaz.
12. Visualization: Genesis Elizabeth Castro Rosales; Ashly
Dayanna Torres Alvarado; Luis Stalin Zalamea
Cedeño.
13. Writing - original draft: Elizabeth Castro Rosales;
Ashly Dayanna Torres Alvarado; Luis Stalin Zalamea
Cedeño.
14. Writing - revision and editing: Luis Stalin Zalamea
Cedeño; Francisco Javier Duque-Aldaz, Fernando Raúl
Rodríguez-Flores.
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