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Procedia Engineering 125 (2015) 83 – 88
Available online at www.sciencedirect.com
1877-7058 © 2015 The Authors. Published by Elsevier Ltd. This is an open access article under the CC BY-NC-ND license
(http://creativecommons.org/licenses/by-nc-nd/4.0/).
Peer-review under responsibility of organizing committee of The 5th International Conference of Euro Asia Civil Engineering Forum (EACEF-5)
doi:10.1016/j.proeng.2015.11.013
ScienceDirect
The 5th International Conference of Euro Asia Civil Engineering Forum (EACEF-5)
Model of learning/training of Occupational Safety & Health (OSH)
based on industry in the construction industry
Bambang Endroyoa,
*, Bambang E.Yuwonob
, Djemari Mardapic
, Soenartoc
a
Civil Engineering Department of Semarang State University, Gunungpati Semarang 50229, Indonesia
b
Civil Engineering Department of Trisati University, Jl. Kyai Tapa 1 Jakarta 11440, Indonesia
c
Graduate School of Yogyakarta State University, Karangmalang, Yogyakarta 55281, Indonesia
Abstract
Until now, across the world, the accident rate in construction projects is higher than average rate in other industries. Occupational
Safety and Health (OSH) in developing countries is far behind OSH in developed countries. From this phenomenon, very important
to minimize the level of accident in the construction industry. According to experts that to improve a safety performance can
through education/training, safety education must more developed in vocational school, college, graduate school, and also in course
in professional association. One aspect of education development is to create a model of learning/training as better as possible, and
so this research is conducted. The proposed model was the learning/training of OSH based on industry in construction industry.
The research was quasi-experiment study, conducted at 2011-2013 in the Civil Engineering Department, Semarang State
University. In this research, model that implementing the industrial-based learning/training as the experimental group, and the
existing learning model as control group. The data were collected through documentation, questionnaire, observation, and test. The
validity and reliability of instrument was conducted through verification by experts and practitioners, item difficulty analysis, and
Cronbach’s alpha. The data were analyzed using normality test, homogeneity test, T-test and F-test. The results: the proposed
model has been more effective compared to the existing learning model; the proposed model can be used in learning/ training of
OSH in construction industry for more effective result.
© 2015 The Authors. Published by Elsevier Ltd.
Peer-review under responsibility of organizing committee of The 5th International Conference of Euro Asia Civil Engineering
Forum (EACEF-5).
Keywords: learning/training model; occupational safety and health; industrial-based
* Corresponding author. Tel.: +62-816-425-6110
E-mail address: bbendroyo@yahoo.com
© 2015 The Authors. Published by Elsevier Ltd. This is an open access article under the CC BY-NC-ND license
(http://creativecommons.org/licenses/by-nc-nd/4.0/).
Peer-review under responsibility of organizing committee of The 5th International Conference of Euro Asia Civil Engineering
Forum (EACEF-5)
84 Bambang Endroyo et al. / Procedia Engineering 125 (2015) 83 – 88
1. Introduction
Safety in the workplace, especially in construction projects still needs attention. The results of statistical analysis
showed the level of fatal accidents in the construction industry is higher than the average for all industries [1,2].
Occupational Safety and Health (OSH) is the efforts to identify and control the hazards, accidents, and occupational
diseases, which might take place in the workplace in such a way that the workers, visitors, and anybody present at the
workplace as well as in its surroundings will be safe and free from unacceptable risks [1,3,4]. Occupational accidents
are unplanned, unpredictable, or unintentional events which can cause some damage or harm to the equipments, or
cause injury, or even death to the workers [5] These accidents may bring about many detrimental impacts, such as
financial losses, social nuisances, and human suffering [6] as well as humanitarian issues [7]. Some old theories
concerning how accidents happen focused more on the individual aspects and have the downstream approach, such
as: (a) The Pure Chance Theory, (b) The Accident-Proneness Theory, (c) The Goals-Freedom-Alertness Theory, and
(d) The Adjustment-Stress Theory. Whereas the newer theories focus more on the organizational factors and have the
upstream approach, such as: (e) The Domino Theory, (f) The Fishbone Model, (g) The Tripod Model, and (h) The
Constraint-Response Theory [1,5,8]. Furthermore, for safety management in international level it is possible to refer
to Occupational Health and Safety Management System (OHSAS 18001, 2007), while in Indonesia it is also possible
to refer to Management System for Occupational Safety & Health (Sistem Manajemen Keselamatan & Kesehatan
Kerja, SMK3) enacted by Regulation of the Minister of Manpower and Transmigration number PER.50/MEN/ 2012.
Up to now, the performance of occupational safety and health (OSH) in the developing countries was quite poor. OSH
in Indonesia is far behind OHS in other countries in ASEAN [9]. According to [2], the number of accident in Indonesia
is in number 52 out of 53 countries that have been surveyed. Until 2011, the rate of fatal accident in Indonesia is 20
per 100.000 workers. Certainly, there should be hard efforts to reduce the number of accident as minimum as possible.
2. The Role of Education/Training in Improving Occupational Safety and Health
One attempt to minimize the number of occupational accidents is through education and training [10]. In line with
this, Florio [11], a professor of safety education from the University of Illinois, says that in order to prevent accidents,
it is necessary to improve the knowledge, skills, attitudes, and habits of the people involved. To improve all of those
abilities, and thereby to reduce the country’s accidents rate, is challenge that safety education must be accepted in
school curriculum. Florio [11] also says that students in vocational should focus on preventing accidents because
people who have gotten safety education will be aware that accidents are actually preventable and predictable.
Furthermore, Crosby [12], a professor of occupational education from the University of Louisville, Kentucky, says
that safety is one of the elements of teaching, and it is the responsibility of every vocational teachers to include those
things in the curriculum, as well as the facilities when working with equipment, machinery, and material. Pellicer [13]
states that education and training are vital issues to obtain a construction safety culture. Gambatese declares that
education and training for project personnel in the workplace are significant aspect of safe construction jobsites [14].
All employees including the top management should undergo safety and health related training with a sole purpose to
create safety awareness and safety consciousness [15].The findings of a study show that education has a significant
role to the attitude of Occupational health and safety by r = 0.300 (sig: 0.048) [16]. Therefore development of
learning/training model of OSH become an important issue.
3. Model of Learning/Training of Occupational Health and Safety Based on Industry in the Construction
Industry
Safety training as safety management has been existing for years, but the type/model of effective training remains
a question. Model of learning/training is a set of specific, integrated and practical principles that are used by teachers
in teaching [17]. The existing model use old learning/training approach there are: not up to date learning materials,
teacher-centred method, not yet use multimedia, limited equipment, not use construction project for existing training
environment, and the assessment focused at cognitive domain. The proposed model is a model of industry-based
learning/training, is illustrated in Figure 1. This study is a research & development (R&D) following the pattern of
the Borg and Gall [18]. The model is divided into some components: materials, methods, equipment and media as
85Bambang Endroyo et al. / Procedia Engineering 125 (2015) 83 – 88
well as the environment, teachers/instructors, and assessment of the learning outcomes. In the component of material
for learning/training, the scope are taken from the theory of OSH and other things that are implemented in the
construction industry (civil engineering). It also was summarized from the questionnaires returned by the respondents.
The respondents were civil engineering practitioners and academics who had relevant track records with the problem
under study. By means of the model, the researchers expect that the learning will be more effective with the materials
that are more appropriate for the domain of business/industry.
In the component of teaching/training method, a combination of Contextual Teaching-learning (CTL),
Cooperative Learning (CL), and Competency-based Training/learning (CBE/T) approaches was used. CTL is the
method of learning that is linked to the facts commonly found in life [19], in this case is a civil engineering work. CL
is learning in groups to achieve individual understanding [19]. While CBE/T is a learning approach that emphasizes
the mastery of knowledge, skill and attitude necessary for a successful achievement in a job or in a position [20]. By
using all three learning approaches mentioned above, an industry-based learning model for OSH was designed. In this
case, the learning/training model was designed to produce output that has the knowledge, skills and attitudes in
accordance with the competence of a worker in the medium level in Civil Engineering.
In the component of equipment, media and environment, use multimedia device as much as possible, and utilizing
the existing environment, such as civil engineering projects. In the component of assessing learning outcomes,
portfolio assessment was used. In this case, the aspects of knowledge, skills, attitudes and students’ self-reflection
were assessed comprehensively. While in the component of teachers, it was required to use teachers who had both
teaching certification and certification expertise.
The research was conducted from 2011 to 2013. To determine the learning /training material, the subjects of this
study are the practitioners in construction projects in Central Java and Yogyakarta, and also the teachers/lecturers in
institutions of higher vocational education in Central Java and Yogyakarta. The data were collected using the
techniques of observation, interview, documentation, and questionnaires. Observation is collecting data by viewing a
fact or occurrence for some scientific or other special purpose, interview is a meeting of two or more persons to
exchange information and idea through question and responses [21]. Questionnaires is a formulated written set of
questions to which respondents record their answers, usually within rather closely defined alternatives [22].
Furthermore, documentation is collecting all document (written, picture, creation). In this study, documentation as a
complement of observation.
To determine the effectiveness of proposed model, the quasi experiment was conducted to student of D3 Program
Civil Engineering in State University of Semarang (UNNES), by forming an experimental group (32 students) that
used industry-based learning model and a control group (34 students) that used the existing learning model. Criteria
for the effectiveness is that the achievement of learning outcomes in the experimental group was significantly better
than that of the control group. According to Bloom taxonomy, the learning outcomes be divided to cognitive domains,
affective domain, and psychomotor domain [23]. Cognitive associated with mental abilities (knowledge), affective
associated with emotional, attitude related psychomotor skills [24].
4. Research Result
Key factors in OSH which are implemented in the construction industry are: commitment and policy of the top
management, planning, implementation (which includes capability assurance, supporting activities, and hazard
identification), measurement and evaluation, review and corrective action. The OSH learning/training was proposed
in the construction industry used a combination of Contextual Teaching-learning (CTL), Cooperative Learning (CL),
and Competency-based Training/learning (CBE/T) approaches. The result of quasi-experiment are illustrated in Fig.2.
In the cognitive domain, the difference between the test results of the experimental group and the control group,
the pre-test is t=1.506 (sig: 0.137). It means that at the beginning there was no significant difference in cognitive
learning outcomes about OSH between the experimental group and control group. The result of the difference in mid
test is t=4.561 (sig: 0.005), which means that in the middle of learning process the cognitive learning outcomes about
OSH of the experimental group was significantly better than that of the control group. The difference in the post test
is t=2.591 (sig: 0.012), meaning that at the end of the learning process, cognitive learning outcomes about OSH of the
experimental group was significantly better than that of the control group.
86 Bambang Endroyo et al. / Procedia Engineering 125 (2015) 83 – 88
Fig.1 Learning/training model of OSH based on Industry
In the affective domain, the test results the difference between the experimental group and the control group in
the pre-test is t=2.149 (sig: 0.035), which means at the beginning of learning there were significant differences between
the experimental group and control group. The result of the difference in the post test is t=2.232 (sig: 0.029). It means
that at the end of learning, affective learning outcomes of OSH of the experimental group was better than that of the
control group.
Cognitive domain Affective domain Psychomotor domain
Pre test Mid test Post test Pre test Post test Pre test Post test
79.5 81.50
76.88 76.7 78.09 76.34 79.15
71.76 75.47 75.88
69.75
64.15 67.47
63.25
Note: (1) Experiment group (2) Control group (3) Maximum score = 100
Fig.2 The score of student achievement of OSH in each domain
Novelty of Theory of Learning/Training: Behaviorism,
Constructivism, Cognitivism
Learning Taxonomy: Bloom Taxonomy:
Cognitive, Affective, and Psychomotor
Novelty of Learning/Training Approach: Contextual
Teaching-Learning (CTL), Cooperative Learning (CL),
Competency Based Education/training (CBE/T)
Instructional Technology: Learning resources, media,
environment
Novelty of Assessment: Port folio assessment
Base/Theory
Novelty of Theory of Occupational
Safety and Health:
Organisational/managerial Theory,
Constraint-Response Theory,
Novelty of Approach: Upstream
approach, Total approach
Implementation in Industry Sistem
Keselamatan &Kesehatan Kerja(SMK3)
,Occupational Health & Safety Manage-
ment System (OHSAS),Construction
Design & Management(CDM)
Learning/training Method
Active Student Learning with
Contextual Teaching-Learning,
Cooperative Learning,
Competency Based
Education/training
Devices, Media,
Learning re-
sources and
environment
Computer, LCD
handout, brocure,
book, project
Learning/train-
ing material:
Basic theory of
OHS & best
practice from
industry
Assessment
Criterion-
referenced
assessment
Portfolio
Assessment
1.Basic theory
of OHS
2.Competency
of OHS
in industry
1.Clasical Learning/
training
2.Group Assignment
& individual
3.Group and classroom
discussion
4.Skills and compe-
tency training
5.Visit to the construc-
tion project
6.Reflection
Devices:
1.Safety tools
2.Computer, LCD
Media:
1.Textbook, handout
2.Clipping of newspaper
3.Foto and film
Environment:
Construction project that
implements OSH
1.Cognitive test
2. Achievement
test
3. Behavior obser-
vation
4.Questionnaire
of attitude
5.Activity in dis-
cussion
6.Resume of
reflection
Trainee/student has a safety and health competencies include: knowledge, skills, and attitudes for
working in industry.
Achie-
vementLearning/trainingClassroompractical
Component
87Bambang Endroyo et al. / Procedia Engineering 125 (2015) 83 – 88
In the psychomotor domain, the difference between the test results of the experimental group and control group in
the pre test is t=1.026 (sig: 0.305), meaning that there was no difference in psychomotor learning outcomes of OSH
at the beginning of learning between the experimental group and control group. The result of the difference in the post
test is t=2.319 (sig: 0.020), meaning that the results of psychomotor learning about the OSH of the experimental group
was better than that of the control group.
5. Conclusion
Some conclusions can be drawn from the research:
1. One attempt to minimize the number of occupational accidents is through education and training.
2. Industry-based OSH learning model in the construction industry is composed of 4 (four) components, namely:
(a) material, containing OSH basic theory and its application in industry, (b) learning/training method that uses
Competency Based Learning, Cooperative Learning, and Contextual Learning, (c) tool/equipment to learn the
skills, and adequate media as well as maximum utilization of the environment, (d) learning/training evaluation in
the form of portfolio. In implementing process, need teachers/lecturers who have teaching certificates and
expertise.
3. The implementation of industry-based OSH learning model is more effective in improving learning outcomes in
all domain (cognitive, affective,psychomotor) than the existing learning model that has been used so far.
The model developed in this study is suggested to be used in learning/training OSH in the construction industry.
That is because this model can effectively improve the OSH knowledge, skills and attitude of the participants. In
addition, material for this learning model has been adapted to the implementation of occupational health and safety in
civil engineering projects.
Acknowledgements
The writers gratefully acknowledge to the Department of Civil Engineering, State University of Semarang, which
provides facilities for this study. Thanks also go to the construction practitioners, academics, students, who participate
in this study.
References
[1] V J Davies5] , K. Tomasin, Construction safety Handbook, Thomas Telford Publishing. London. 1996.
[2] Arka, Bahan–bahan Lokakarya K3 Konstruksi tanggal 11-12 Des. 2008 (Workshop materials of OSH in Construction, December 11-12
2008), Departemen Tenaga Kerja & Transmigrasi, Jakarta, 2008.
[3] Panagiotis Mitropoulos, Tariq S Abelhamid, Gregory A. Howell, System Model of Construction Accident Causation, in Journal of
Construction Engineering and management, July 2005.
[4] Raymond E Levitt, Nancy M Samelton, Construction Safety Management, John Wiley & Sons, Inc. New York. 1993.
[5] W Jimmie Hinze, Debra Bosma Russell. Analysis of Fatalities Recorded by OSHA, In Journal of Construction Engineering and Management,
June 1995.
[6] SL Tang, Costs Of Construction Accidents In Sosial And Humannity Context. In The Ninth East Asia Pacific Conference on Structural
Engineering and Construction 2004.
[7] Enno Koehn, Rupesh K Kothari, Chih-Shing Pan., Safety in Developing Countries: Professional and Bureaucratic Problems. In Journal of
Construction Engineering and Management, September 1995 p. 261 – 265.
[8] Akhmad Suraji, A. Roy Duff, Stephen J. Parkit, Development of Causal Model of Construction Accident Causation. In Journal of
Construction Engineering and Management, July-August 2001 p. 337-344.
[9] Bali Post. Keselamatan dan Kesehatan Kerja Indonesia Terburuk di ASEAN (Indonesian Occupational Health and Safety is Worst in
ASEAN). Bali Post 13 Mei 2005.
[10] Suma’mur, Keselamatan kerja dan pencegahan kecelakaan (Occupatinal safety and accident prevention).Gunung Agung, Jakarta, 1981.
[11] AE Florio, WF Alles, GT Stafford, Safety education, Mc Graw-Hill, New York, 1979.
88 Bambang Endroyo et al. / Procedia Engineering 125 (2015) 83 – 88
[12] Richard K Crosby, Duenk, Lester G (Ed), Safety and Liability, Improving vocational curriculum, South Holland: The Goodheart-Willcox
Company, Inc., 1993, 203-214. Illinois, 1993.
[13] Eugenio Pellicer, Keith R. Molenaar, Discussion of “developing a model of construction safety culture” In Journal of Management in
Engineering. January 2009.
[14] A John Gambatese, Safety emphasis in university engineering and construction programs. In IeJC Journal, Mei 2003.
[15] Tahir Nawaz, Azam Ishaqx, Amjad Ali Ikram, Trends of Safety Performance in Construction and Civil Engineering Projects in Pakistan. In
Civil and Environmental Research. IISTE Vol. 3 No. 5, 2013.
[16] Bambang Endroyo, Faktor-faktor yang berperan terhadap peningkatan sikap keselamatan dan kesehatan kerja para pelaku jasa konstruksi di
kota Semarang (Factors that contribute to improving the safety and health attitudes of construction practitioners in Semarang), In Jurnal
Teknik Sipil dan Perencanaan Vol. 12 No. 2, Juli 2010, 111-120.
[17] NL Gagne, A conception of the process of teaching. Pp 61-83. DOI: 10.1007/978-0-387-0946-5_4, ISBN 978-0-387-09445-8 e-ISBN: 978-
0-387-09446-5; httm://ebooks. ohiolink. edu. proxy.lib.ohio-sate.edu/, 2009.
[18] W.R. Borg, M.D. Gall, Education research, an introduction. Longman, New York, 1989.
[19] Johnson, David W and Johnson, Roger I. Learning together and alone: cooperative, competitive, and individualistic. Prentice Hall, New
Yersey, 1987.
[20] Harris, Roger.,Hugh Guthrie, Barry Hobart, David Lundberg. Competency-based education and training. NLA, Adelide, 1997.
[21] Esterberg, Kristin G. Qualitative methods in social research. Graw Hill, New York, 2002.
[22] Sekaran, Uma. Research method for business. John Wiley & Sons, Inc. New York, 1992.
[23] Bloom, Benyamin S. Taxonomy of educational objective, cognitive domain. Longman Group Ltd, London, 1979.
[24] Krathwohl, David R. Taxonomy of educational objective, affective domain. Longman Group Ltd, London, 1973
[25] OHSAS 18001. 2007.
[26] Regulation of the Minister of Manpower and Transmigration number PER.50/MEN/ 2012.
[27] Arsipberita.com, February 11th
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Keselamatan 1

  • 1. Procedia Engineering 125 (2015) 83 – 88 Available online at www.sciencedirect.com 1877-7058 © 2015 The Authors. Published by Elsevier Ltd. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). Peer-review under responsibility of organizing committee of The 5th International Conference of Euro Asia Civil Engineering Forum (EACEF-5) doi:10.1016/j.proeng.2015.11.013 ScienceDirect The 5th International Conference of Euro Asia Civil Engineering Forum (EACEF-5) Model of learning/training of Occupational Safety & Health (OSH) based on industry in the construction industry Bambang Endroyoa, *, Bambang E.Yuwonob , Djemari Mardapic , Soenartoc a Civil Engineering Department of Semarang State University, Gunungpati Semarang 50229, Indonesia b Civil Engineering Department of Trisati University, Jl. Kyai Tapa 1 Jakarta 11440, Indonesia c Graduate School of Yogyakarta State University, Karangmalang, Yogyakarta 55281, Indonesia Abstract Until now, across the world, the accident rate in construction projects is higher than average rate in other industries. Occupational Safety and Health (OSH) in developing countries is far behind OSH in developed countries. From this phenomenon, very important to minimize the level of accident in the construction industry. According to experts that to improve a safety performance can through education/training, safety education must more developed in vocational school, college, graduate school, and also in course in professional association. One aspect of education development is to create a model of learning/training as better as possible, and so this research is conducted. The proposed model was the learning/training of OSH based on industry in construction industry. The research was quasi-experiment study, conducted at 2011-2013 in the Civil Engineering Department, Semarang State University. In this research, model that implementing the industrial-based learning/training as the experimental group, and the existing learning model as control group. The data were collected through documentation, questionnaire, observation, and test. The validity and reliability of instrument was conducted through verification by experts and practitioners, item difficulty analysis, and Cronbach’s alpha. The data were analyzed using normality test, homogeneity test, T-test and F-test. The results: the proposed model has been more effective compared to the existing learning model; the proposed model can be used in learning/ training of OSH in construction industry for more effective result. © 2015 The Authors. Published by Elsevier Ltd. Peer-review under responsibility of organizing committee of The 5th International Conference of Euro Asia Civil Engineering Forum (EACEF-5). Keywords: learning/training model; occupational safety and health; industrial-based * Corresponding author. Tel.: +62-816-425-6110 E-mail address: bbendroyo@yahoo.com © 2015 The Authors. Published by Elsevier Ltd. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). Peer-review under responsibility of organizing committee of The 5th International Conference of Euro Asia Civil Engineering Forum (EACEF-5)
  • 2. 84 Bambang Endroyo et al. / Procedia Engineering 125 (2015) 83 – 88 1. Introduction Safety in the workplace, especially in construction projects still needs attention. The results of statistical analysis showed the level of fatal accidents in the construction industry is higher than the average for all industries [1,2]. Occupational Safety and Health (OSH) is the efforts to identify and control the hazards, accidents, and occupational diseases, which might take place in the workplace in such a way that the workers, visitors, and anybody present at the workplace as well as in its surroundings will be safe and free from unacceptable risks [1,3,4]. Occupational accidents are unplanned, unpredictable, or unintentional events which can cause some damage or harm to the equipments, or cause injury, or even death to the workers [5] These accidents may bring about many detrimental impacts, such as financial losses, social nuisances, and human suffering [6] as well as humanitarian issues [7]. Some old theories concerning how accidents happen focused more on the individual aspects and have the downstream approach, such as: (a) The Pure Chance Theory, (b) The Accident-Proneness Theory, (c) The Goals-Freedom-Alertness Theory, and (d) The Adjustment-Stress Theory. Whereas the newer theories focus more on the organizational factors and have the upstream approach, such as: (e) The Domino Theory, (f) The Fishbone Model, (g) The Tripod Model, and (h) The Constraint-Response Theory [1,5,8]. Furthermore, for safety management in international level it is possible to refer to Occupational Health and Safety Management System (OHSAS 18001, 2007), while in Indonesia it is also possible to refer to Management System for Occupational Safety & Health (Sistem Manajemen Keselamatan & Kesehatan Kerja, SMK3) enacted by Regulation of the Minister of Manpower and Transmigration number PER.50/MEN/ 2012. Up to now, the performance of occupational safety and health (OSH) in the developing countries was quite poor. OSH in Indonesia is far behind OHS in other countries in ASEAN [9]. According to [2], the number of accident in Indonesia is in number 52 out of 53 countries that have been surveyed. Until 2011, the rate of fatal accident in Indonesia is 20 per 100.000 workers. Certainly, there should be hard efforts to reduce the number of accident as minimum as possible. 2. The Role of Education/Training in Improving Occupational Safety and Health One attempt to minimize the number of occupational accidents is through education and training [10]. In line with this, Florio [11], a professor of safety education from the University of Illinois, says that in order to prevent accidents, it is necessary to improve the knowledge, skills, attitudes, and habits of the people involved. To improve all of those abilities, and thereby to reduce the country’s accidents rate, is challenge that safety education must be accepted in school curriculum. Florio [11] also says that students in vocational should focus on preventing accidents because people who have gotten safety education will be aware that accidents are actually preventable and predictable. Furthermore, Crosby [12], a professor of occupational education from the University of Louisville, Kentucky, says that safety is one of the elements of teaching, and it is the responsibility of every vocational teachers to include those things in the curriculum, as well as the facilities when working with equipment, machinery, and material. Pellicer [13] states that education and training are vital issues to obtain a construction safety culture. Gambatese declares that education and training for project personnel in the workplace are significant aspect of safe construction jobsites [14]. All employees including the top management should undergo safety and health related training with a sole purpose to create safety awareness and safety consciousness [15].The findings of a study show that education has a significant role to the attitude of Occupational health and safety by r = 0.300 (sig: 0.048) [16]. Therefore development of learning/training model of OSH become an important issue. 3. Model of Learning/Training of Occupational Health and Safety Based on Industry in the Construction Industry Safety training as safety management has been existing for years, but the type/model of effective training remains a question. Model of learning/training is a set of specific, integrated and practical principles that are used by teachers in teaching [17]. The existing model use old learning/training approach there are: not up to date learning materials, teacher-centred method, not yet use multimedia, limited equipment, not use construction project for existing training environment, and the assessment focused at cognitive domain. The proposed model is a model of industry-based learning/training, is illustrated in Figure 1. This study is a research & development (R&D) following the pattern of the Borg and Gall [18]. The model is divided into some components: materials, methods, equipment and media as
  • 3. 85Bambang Endroyo et al. / Procedia Engineering 125 (2015) 83 – 88 well as the environment, teachers/instructors, and assessment of the learning outcomes. In the component of material for learning/training, the scope are taken from the theory of OSH and other things that are implemented in the construction industry (civil engineering). It also was summarized from the questionnaires returned by the respondents. The respondents were civil engineering practitioners and academics who had relevant track records with the problem under study. By means of the model, the researchers expect that the learning will be more effective with the materials that are more appropriate for the domain of business/industry. In the component of teaching/training method, a combination of Contextual Teaching-learning (CTL), Cooperative Learning (CL), and Competency-based Training/learning (CBE/T) approaches was used. CTL is the method of learning that is linked to the facts commonly found in life [19], in this case is a civil engineering work. CL is learning in groups to achieve individual understanding [19]. While CBE/T is a learning approach that emphasizes the mastery of knowledge, skill and attitude necessary for a successful achievement in a job or in a position [20]. By using all three learning approaches mentioned above, an industry-based learning model for OSH was designed. In this case, the learning/training model was designed to produce output that has the knowledge, skills and attitudes in accordance with the competence of a worker in the medium level in Civil Engineering. In the component of equipment, media and environment, use multimedia device as much as possible, and utilizing the existing environment, such as civil engineering projects. In the component of assessing learning outcomes, portfolio assessment was used. In this case, the aspects of knowledge, skills, attitudes and students’ self-reflection were assessed comprehensively. While in the component of teachers, it was required to use teachers who had both teaching certification and certification expertise. The research was conducted from 2011 to 2013. To determine the learning /training material, the subjects of this study are the practitioners in construction projects in Central Java and Yogyakarta, and also the teachers/lecturers in institutions of higher vocational education in Central Java and Yogyakarta. The data were collected using the techniques of observation, interview, documentation, and questionnaires. Observation is collecting data by viewing a fact or occurrence for some scientific or other special purpose, interview is a meeting of two or more persons to exchange information and idea through question and responses [21]. Questionnaires is a formulated written set of questions to which respondents record their answers, usually within rather closely defined alternatives [22]. Furthermore, documentation is collecting all document (written, picture, creation). In this study, documentation as a complement of observation. To determine the effectiveness of proposed model, the quasi experiment was conducted to student of D3 Program Civil Engineering in State University of Semarang (UNNES), by forming an experimental group (32 students) that used industry-based learning model and a control group (34 students) that used the existing learning model. Criteria for the effectiveness is that the achievement of learning outcomes in the experimental group was significantly better than that of the control group. According to Bloom taxonomy, the learning outcomes be divided to cognitive domains, affective domain, and psychomotor domain [23]. Cognitive associated with mental abilities (knowledge), affective associated with emotional, attitude related psychomotor skills [24]. 4. Research Result Key factors in OSH which are implemented in the construction industry are: commitment and policy of the top management, planning, implementation (which includes capability assurance, supporting activities, and hazard identification), measurement and evaluation, review and corrective action. The OSH learning/training was proposed in the construction industry used a combination of Contextual Teaching-learning (CTL), Cooperative Learning (CL), and Competency-based Training/learning (CBE/T) approaches. The result of quasi-experiment are illustrated in Fig.2. In the cognitive domain, the difference between the test results of the experimental group and the control group, the pre-test is t=1.506 (sig: 0.137). It means that at the beginning there was no significant difference in cognitive learning outcomes about OSH between the experimental group and control group. The result of the difference in mid test is t=4.561 (sig: 0.005), which means that in the middle of learning process the cognitive learning outcomes about OSH of the experimental group was significantly better than that of the control group. The difference in the post test is t=2.591 (sig: 0.012), meaning that at the end of the learning process, cognitive learning outcomes about OSH of the experimental group was significantly better than that of the control group.
  • 4. 86 Bambang Endroyo et al. / Procedia Engineering 125 (2015) 83 – 88 Fig.1 Learning/training model of OSH based on Industry In the affective domain, the test results the difference between the experimental group and the control group in the pre-test is t=2.149 (sig: 0.035), which means at the beginning of learning there were significant differences between the experimental group and control group. The result of the difference in the post test is t=2.232 (sig: 0.029). It means that at the end of learning, affective learning outcomes of OSH of the experimental group was better than that of the control group. Cognitive domain Affective domain Psychomotor domain Pre test Mid test Post test Pre test Post test Pre test Post test 79.5 81.50 76.88 76.7 78.09 76.34 79.15 71.76 75.47 75.88 69.75 64.15 67.47 63.25 Note: (1) Experiment group (2) Control group (3) Maximum score = 100 Fig.2 The score of student achievement of OSH in each domain Novelty of Theory of Learning/Training: Behaviorism, Constructivism, Cognitivism Learning Taxonomy: Bloom Taxonomy: Cognitive, Affective, and Psychomotor Novelty of Learning/Training Approach: Contextual Teaching-Learning (CTL), Cooperative Learning (CL), Competency Based Education/training (CBE/T) Instructional Technology: Learning resources, media, environment Novelty of Assessment: Port folio assessment Base/Theory Novelty of Theory of Occupational Safety and Health: Organisational/managerial Theory, Constraint-Response Theory, Novelty of Approach: Upstream approach, Total approach Implementation in Industry Sistem Keselamatan &Kesehatan Kerja(SMK3) ,Occupational Health & Safety Manage- ment System (OHSAS),Construction Design & Management(CDM) Learning/training Method Active Student Learning with Contextual Teaching-Learning, Cooperative Learning, Competency Based Education/training Devices, Media, Learning re- sources and environment Computer, LCD handout, brocure, book, project Learning/train- ing material: Basic theory of OHS & best practice from industry Assessment Criterion- referenced assessment Portfolio Assessment 1.Basic theory of OHS 2.Competency of OHS in industry 1.Clasical Learning/ training 2.Group Assignment & individual 3.Group and classroom discussion 4.Skills and compe- tency training 5.Visit to the construc- tion project 6.Reflection Devices: 1.Safety tools 2.Computer, LCD Media: 1.Textbook, handout 2.Clipping of newspaper 3.Foto and film Environment: Construction project that implements OSH 1.Cognitive test 2. Achievement test 3. Behavior obser- vation 4.Questionnaire of attitude 5.Activity in dis- cussion 6.Resume of reflection Trainee/student has a safety and health competencies include: knowledge, skills, and attitudes for working in industry. Achie- vementLearning/trainingClassroompractical Component
  • 5. 87Bambang Endroyo et al. / Procedia Engineering 125 (2015) 83 – 88 In the psychomotor domain, the difference between the test results of the experimental group and control group in the pre test is t=1.026 (sig: 0.305), meaning that there was no difference in psychomotor learning outcomes of OSH at the beginning of learning between the experimental group and control group. The result of the difference in the post test is t=2.319 (sig: 0.020), meaning that the results of psychomotor learning about the OSH of the experimental group was better than that of the control group. 5. Conclusion Some conclusions can be drawn from the research: 1. One attempt to minimize the number of occupational accidents is through education and training. 2. Industry-based OSH learning model in the construction industry is composed of 4 (four) components, namely: (a) material, containing OSH basic theory and its application in industry, (b) learning/training method that uses Competency Based Learning, Cooperative Learning, and Contextual Learning, (c) tool/equipment to learn the skills, and adequate media as well as maximum utilization of the environment, (d) learning/training evaluation in the form of portfolio. In implementing process, need teachers/lecturers who have teaching certificates and expertise. 3. The implementation of industry-based OSH learning model is more effective in improving learning outcomes in all domain (cognitive, affective,psychomotor) than the existing learning model that has been used so far. The model developed in this study is suggested to be used in learning/training OSH in the construction industry. That is because this model can effectively improve the OSH knowledge, skills and attitude of the participants. In addition, material for this learning model has been adapted to the implementation of occupational health and safety in civil engineering projects. Acknowledgements The writers gratefully acknowledge to the Department of Civil Engineering, State University of Semarang, which provides facilities for this study. Thanks also go to the construction practitioners, academics, students, who participate in this study. References [1] V J Davies5] , K. Tomasin, Construction safety Handbook, Thomas Telford Publishing. London. 1996. [2] Arka, Bahan–bahan Lokakarya K3 Konstruksi tanggal 11-12 Des. 2008 (Workshop materials of OSH in Construction, December 11-12 2008), Departemen Tenaga Kerja & Transmigrasi, Jakarta, 2008. [3] Panagiotis Mitropoulos, Tariq S Abelhamid, Gregory A. Howell, System Model of Construction Accident Causation, in Journal of Construction Engineering and management, July 2005. [4] Raymond E Levitt, Nancy M Samelton, Construction Safety Management, John Wiley & Sons, Inc. New York. 1993. [5] W Jimmie Hinze, Debra Bosma Russell. Analysis of Fatalities Recorded by OSHA, In Journal of Construction Engineering and Management, June 1995. [6] SL Tang, Costs Of Construction Accidents In Sosial And Humannity Context. In The Ninth East Asia Pacific Conference on Structural Engineering and Construction 2004. [7] Enno Koehn, Rupesh K Kothari, Chih-Shing Pan., Safety in Developing Countries: Professional and Bureaucratic Problems. In Journal of Construction Engineering and Management, September 1995 p. 261 – 265. [8] Akhmad Suraji, A. Roy Duff, Stephen J. Parkit, Development of Causal Model of Construction Accident Causation. In Journal of Construction Engineering and Management, July-August 2001 p. 337-344. [9] Bali Post. Keselamatan dan Kesehatan Kerja Indonesia Terburuk di ASEAN (Indonesian Occupational Health and Safety is Worst in ASEAN). Bali Post 13 Mei 2005. [10] Suma’mur, Keselamatan kerja dan pencegahan kecelakaan (Occupatinal safety and accident prevention).Gunung Agung, Jakarta, 1981. [11] AE Florio, WF Alles, GT Stafford, Safety education, Mc Graw-Hill, New York, 1979.
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