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International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 06 | June 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 647
ANALYSIS OF EMPLOYEE TURNOVER IN CONSTRUCTION INDUSTRY IN
KERALA
Ashik Mohammed Ismail1, Shibi Varghese2
1PG Student, Structural Engineering and Construction Management, Dept. of Civil Engineering, Mar Athanasius
College of Engineering, Kothamangalam P.O, Ernakulam, Kerala, India
2Professor, Dept. of Civil Engineering, Mar Athanasius College of Engineering, Kothamangalam P.O, Ernakulam,
Kerala, India
---------------------------------------------------------------------***---------------------------------------------------------------------
Abstract - Employee turnover refers to the employees
leaving an organization due to various reasons which can be
voluntary or involuntary. The study focuses on voluntary
turnover. Turnover intent acts as a precedent to turnover and
hence the survey measures turnover intention as a precedent
for turnover. The study has been conducted to understand the
factors relevant to the career decisions of the professionals
working in the industry and how well the factors are being
fulfilled in the current scenario. The data was collected by a
questionnaire survey and the data was analysed to determine
the relevant factors and their satisfaction levels. The
importance of factors was assessed using RelativeImportance
index and correlation between importance and satisfaction
was done using Spearman’s Rank Correlation. Thefactorsand
satisfaction were correlated to determine areas where
improvement was needed to improve satisfaction and hence
mitigate turnover intentions.
Key Words: Employee turnover
1. INTRODUCTION
The last two decades have seen the Indian economy grow
significantly. India's GDP has crossed the US$ 2 trillion mark
in 2014. It is estimated that about 10% of India's GDP is
based on construction activity. The construction sector
employsapproximately35millionpeople.Largeinvestments
are being made in housing, commercial, industrial and
infrastructure sectors. However,theconstruction projectsin
India are facing key challenges such as time and cost
overruns, low-productivity andlack ofskilledlabour.Among
the numerous factors that influence the outcome of a
construction project, productivity isoneofthe majorfactors.
Since many of the construction activitiesarelabor-intensive,
construction productivity is influenced by effective and
efficient use of human resources. Hence, contractorsrequire
a workforce that is both stable and productive
Employee attrition significantly affects constructions
firms due to increased cost of hiring, work disruptions, etc.
Hence there is a need to study the turnover in the
construction industry.Psychologicalresearchhasshownthat
there is a positive correlation between turnover intentions
and actual turnover. Hence, gauging the employees’turnover
intent can help in determining turnover propensity. It has
been found that job satisfaction is negatively related to
turnover and turnover intention is positively related. Hence
jobsatisfactionacts as an antecedent to turnover.Employees
go through three stages before deciding to leave an
organization, they think of leaving, they intend to look for
another job and then follow intent to quit. Hence,
understanding the causes of turnover can help us to take
decisions to better manage the workforce to avoid the lossof
valued human resources. Itcan enable us to devisestrategies
to arrest turnover
Cordelia H.S. Hee et al (2011) [1] conducted a studyofthe
quantity surveyors in Singapore to determine the turnover
intentions and to devise the strategies to reduce turnover.
They investigated job and jobholder characteristics that
significantly affected satisfaction; and provide
recommendations to reduce QS’ turnover intentions. It was
found that certain characteristics of QS and their jobs give
rise to job satisfaction, and therefore designing quantity
surveying jobsthattakeinthesecharacteristicsmaydecrease
turnover intention. The relevant characteristics that should
be included in the design of QS’ jobs to increase retention
rates are task significance, autonomy and feedback
Jonathan Lian et al, (2018) [3] studied the influence of
personal characteristics on quantity surveyors’ job
satisfaction. QSs feel that they have significantlyhighpassion
forthe job, are significantlysatisfiedwithtaskvarietyandare
treated fairly. However, they are significantly dissatisfied
with their workload, hours worked, and lack of work-life
balance. QSs in upper management have significantly higher
jobpassion. Those in mid-management are moredissatisfied
with their income. QSs who are married/attached, older,and
more experienced are significantly more dissatisfied with
their workload and hours worked than singles, younger, and
less experienced QSs
Florence Yean et al, (2015) [2] conducted a study to
evaluate the relation between performance and personal
traits of project managers and their joboutcomesidentifyjob
and personal characteristics that significantly affect
construction project managers’ satisfaction with their jobs
and work outcomes. Data were collected from 32
construction project managers using a structured
questionnaire, and data were analyzed using Spearman’s
correlation. It showed that significant job satisfaction was
achieved, and projects achieved significantlygoodoutcomes,
and clients were satisfied. The finding revealed several job
characteristics that give construction project managers the
job satisfaction, the most important are salary, work
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 06 | June 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 648
autonomy,andtasksignificance.Personalcharacteristicsthat
lead to job satisfaction for construction project managers
were job fit between the manager and the firms and the
presence of promotion and self-development opportunities.
2. RESEARCH METHODOLOGY
A questionnaire survey was carried out with construction
industry professionals in Kerala to find out the significant
factors relevant to the career decisions. 24 factors were
identified from extensive literature review of various
journals related to PPP.
The questionnaire consisted of three parts. First part
collected demographic information of respondents. In
second part the respondents were asked to rate the career
decisions factors based on their importance and in third
part, they were asked to evaluate the satisfaction levels of
the aforementioned 24 factors on a Five Point Likert
Data obtained was then analyzed using Statistical
package for social sciences software (SPSS) for reliability,
relative importance andimportance-satisfactioncorrelation.
3. RESULTS AND DISCUSSIONS
3.1 Reliability Analysis
Table -1: Output of Reliability Analysis of Importance on
SPSS
Case Processing Summary
N %
Cases Valid 39 100.0
Excludeda 0 0.0
Total 39 100.0
Reliability Statistics
Cronbach's
Alpha
N of
Items
0.875 24
The Cronbach’s alpha value is the measure of reliability. For
the data to be reliable the Cronbach’s alpha value should be
greater than 0.7, sometimes lowered to 0.6 in exploratory
researches. Cronbach’s alpha for risk factor ratingsbased on
probability is greater than 0.7. Hence we can conclude than
data is reliable.
Similarly the Cronbach’s alpha for factor rating based on
importance is also greater than 0.7, thus making it reliable.
Table -2: Output of Reliability Analysis of Satisfaction on
SPSS
Case Processing Summary
N %
Cases Valid 39 100.0
Excludeda 0 0.0
Total 39 100.0
Reliability Statistics
Cronbach's
Alpha
N of
Items
0.902 24
3.2 Relative Importance Index (RII)
Descriptive statistical analysisofrisk factorswereconducted
to rank them based on perceived importance. For this
purpose relative importance index was calculated. It is
common method to identify the relative importance of
various factors.
Relative importance index is calculated using the formula
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 06 | June 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 649
Table -3: Output of Relative Importance Index Analysis of Factors
Factor RII Rank
Monetary Benefits (Salary, Bonus, etc.) 0.8 2
Non - Monetary Benefits (Leaves, Holidays, etc.) 0.620512821 23
Working Hours 0.656410256 22
Job Security 0.81025641 1
Ethics and Integrity of Company 0.784615385 3
Sense of Accomplishment 0.748717949 6
Challenging Work Task 0.671794872 20
Feedback and Evaluation 0.697435897 16
Job Stress 0.671794872 21
Commute/ Travel Distance 0.6 24
Technical Knowledge to perform Work 0.733333333 8
Amount of Workload 0.682051282 18
Fit between personal skills and job needs 0.692307692 17
Chances for Promotion 0.728205128 11
Chances to learn new things 0.764102564 5
Autonomy in Decision making 0.712820513 15
Physical Work Environment 0.682051282 19
Effectiveness of superior 0.728205128 12
Approach-ability of Superior 0.733333333 9
Relationship with co-workers 0.743589744 7
Company work Culture 0.723076923 13
Working in Teams 0.774358974 4
Sense of Belonging to Company 0.717948718 14
Recognition for Success and Appreciation 0.733333333 10
3.3 Spearman’s Rank Correlation
Spearman's Rho is a non-parametric test used to measure
the strength of association betweentwovariables,wherethe
value r = 1 means a perfect positive correlationandthevalue
r = -1 means a perfect negative correlation.Here, weconduct
this test to evaluate the relationship between overall job
satisfaction and satisfaction with the relevant factors
The Spearman’s rank correlation shows a significant
correlation between the overall satisfaction and the
following factors : Monetary Benefits, Job Security, Ethics
and Integrity, Sense of Accomplishment , Technical
Knowledge to Perform Work, Chances to learn new things,
Relationship with co-workers, Working in Teams
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 06 | June 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 650
Table - 4: Output of Spearman’s Rank Correlation on SPSS
Factor Spearman's Rho Sig. (2-tailed) N
Monetary Benefits (Salary, Bonus, etc.) .510** 0.001 39
Non - Monetary Benefits (Leaves, Holidays, etc.) 0.17 0.101 39
Working Hours 0.153 0.151 39
Job Security .426** 0.007 39
Ethics and Integrity of Company .485** 0.002 39
Sense of Accomplishment .569** 0.000 39
Challenging Work Task 0.188 0.076 39
Feedback and Evaluation 0.066 0.521 39
Job Stress 0.251 0.150 39
Commute/ Travel Distance 0.112 0.143 39
Technical Knowledge to perform
Work
.289* 0.050 39
Amount of Workload 0.186 0.073 39
Fit between personal skills and
job needs
0.092 0.204 39
Chances for Promotion 0.138 0.152 39
Chances to learn new things .357* 0.026 39
Autonomy in Decision making 0.231 0.045 39
Physical Work Environment 0.204 0.211 39
Effectiveness of superior 0.141 0.175 39
Approach-ability of Superior -0.01 0.727 39
Relationship with co-workers 0.488** 0.002 39
Company work Culture 0.186 0.126 39
Working in Teams .598** 0.000 39
Sense of Belonging to Company 0.135 0.195 39
Recognition for Success and
Appreciation
0.062 0.543 39
Overall Job Satisfaction 1.000 39
4. CONCLUSION
The study provided an insight into the perceptions of the
professionals working in the constructionindustryin Kerala.
The perceived importance of factors was determined by
using a relative importance analysis. The results of the
spearman’s rank correlation study show that there is
significant correlation between the overall job satisfaction
factors such as monetary benefits, job security, ethics and
integrity, sense of accomplishment , technical knowledge to
perform work, chancestolearnnewthings,relationshipwith
co-workers, working in teams.
5. REFERENCES
[1] Hee, Cordelia HS, and Florence Yean Yng Ling.
"Strategies for reducing employee turnover and
increasing retention rates of quantity
surveyors." Construction Management and
Economics 29.10, 1059-1072. (2011)
[2] Ling, Florence Yean Yng, and Candice MC Loo.
"Characteristics of jobs and jobholders that
affect job satisfaction and work performance of
project managers." Journal of Management in
Engineering 31.3 (2013)
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 06 | June 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 651
[3] Jonathan K.M. Lian, Florence Y.Y. Ling, "The
influence of personal characteristics onquantity
surveyors’ job satisfaction", Built Environment
Project and Asset Management, Vol. 8 Issue: 2,
pp.183-193 (2018)
[4] Chih, Y. Y., Kiazad, K., Zhou, L., Capezio, A., Li, M.,
& D. Restubog, S. L. “Investigating employee
turnover in the construction industry: A
psychological contract perspective”. Journal of
Construction Engineering and Management,
142(6), (2016)
[5] Parker, S. K., & Skitmore, M. Project
management turnover: causes and effects on
project performance. International Journal of
Project Management, 23(3), 205- 214 (2005)

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  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 06 | June 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 647 ANALYSIS OF EMPLOYEE TURNOVER IN CONSTRUCTION INDUSTRY IN KERALA Ashik Mohammed Ismail1, Shibi Varghese2 1PG Student, Structural Engineering and Construction Management, Dept. of Civil Engineering, Mar Athanasius College of Engineering, Kothamangalam P.O, Ernakulam, Kerala, India 2Professor, Dept. of Civil Engineering, Mar Athanasius College of Engineering, Kothamangalam P.O, Ernakulam, Kerala, India ---------------------------------------------------------------------***--------------------------------------------------------------------- Abstract - Employee turnover refers to the employees leaving an organization due to various reasons which can be voluntary or involuntary. The study focuses on voluntary turnover. Turnover intent acts as a precedent to turnover and hence the survey measures turnover intention as a precedent for turnover. The study has been conducted to understand the factors relevant to the career decisions of the professionals working in the industry and how well the factors are being fulfilled in the current scenario. The data was collected by a questionnaire survey and the data was analysed to determine the relevant factors and their satisfaction levels. The importance of factors was assessed using RelativeImportance index and correlation between importance and satisfaction was done using Spearman’s Rank Correlation. Thefactorsand satisfaction were correlated to determine areas where improvement was needed to improve satisfaction and hence mitigate turnover intentions. Key Words: Employee turnover 1. INTRODUCTION The last two decades have seen the Indian economy grow significantly. India's GDP has crossed the US$ 2 trillion mark in 2014. It is estimated that about 10% of India's GDP is based on construction activity. The construction sector employsapproximately35millionpeople.Largeinvestments are being made in housing, commercial, industrial and infrastructure sectors. However,theconstruction projectsin India are facing key challenges such as time and cost overruns, low-productivity andlack ofskilledlabour.Among the numerous factors that influence the outcome of a construction project, productivity isoneofthe majorfactors. Since many of the construction activitiesarelabor-intensive, construction productivity is influenced by effective and efficient use of human resources. Hence, contractorsrequire a workforce that is both stable and productive Employee attrition significantly affects constructions firms due to increased cost of hiring, work disruptions, etc. Hence there is a need to study the turnover in the construction industry.Psychologicalresearchhasshownthat there is a positive correlation between turnover intentions and actual turnover. Hence, gauging the employees’turnover intent can help in determining turnover propensity. It has been found that job satisfaction is negatively related to turnover and turnover intention is positively related. Hence jobsatisfactionacts as an antecedent to turnover.Employees go through three stages before deciding to leave an organization, they think of leaving, they intend to look for another job and then follow intent to quit. Hence, understanding the causes of turnover can help us to take decisions to better manage the workforce to avoid the lossof valued human resources. Itcan enable us to devisestrategies to arrest turnover Cordelia H.S. Hee et al (2011) [1] conducted a studyofthe quantity surveyors in Singapore to determine the turnover intentions and to devise the strategies to reduce turnover. They investigated job and jobholder characteristics that significantly affected satisfaction; and provide recommendations to reduce QS’ turnover intentions. It was found that certain characteristics of QS and their jobs give rise to job satisfaction, and therefore designing quantity surveying jobsthattakeinthesecharacteristicsmaydecrease turnover intention. The relevant characteristics that should be included in the design of QS’ jobs to increase retention rates are task significance, autonomy and feedback Jonathan Lian et al, (2018) [3] studied the influence of personal characteristics on quantity surveyors’ job satisfaction. QSs feel that they have significantlyhighpassion forthe job, are significantlysatisfiedwithtaskvarietyandare treated fairly. However, they are significantly dissatisfied with their workload, hours worked, and lack of work-life balance. QSs in upper management have significantly higher jobpassion. Those in mid-management are moredissatisfied with their income. QSs who are married/attached, older,and more experienced are significantly more dissatisfied with their workload and hours worked than singles, younger, and less experienced QSs Florence Yean et al, (2015) [2] conducted a study to evaluate the relation between performance and personal traits of project managers and their joboutcomesidentifyjob and personal characteristics that significantly affect construction project managers’ satisfaction with their jobs and work outcomes. Data were collected from 32 construction project managers using a structured questionnaire, and data were analyzed using Spearman’s correlation. It showed that significant job satisfaction was achieved, and projects achieved significantlygoodoutcomes, and clients were satisfied. The finding revealed several job characteristics that give construction project managers the job satisfaction, the most important are salary, work
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 06 | June 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 648 autonomy,andtasksignificance.Personalcharacteristicsthat lead to job satisfaction for construction project managers were job fit between the manager and the firms and the presence of promotion and self-development opportunities. 2. RESEARCH METHODOLOGY A questionnaire survey was carried out with construction industry professionals in Kerala to find out the significant factors relevant to the career decisions. 24 factors were identified from extensive literature review of various journals related to PPP. The questionnaire consisted of three parts. First part collected demographic information of respondents. In second part the respondents were asked to rate the career decisions factors based on their importance and in third part, they were asked to evaluate the satisfaction levels of the aforementioned 24 factors on a Five Point Likert Data obtained was then analyzed using Statistical package for social sciences software (SPSS) for reliability, relative importance andimportance-satisfactioncorrelation. 3. RESULTS AND DISCUSSIONS 3.1 Reliability Analysis Table -1: Output of Reliability Analysis of Importance on SPSS Case Processing Summary N % Cases Valid 39 100.0 Excludeda 0 0.0 Total 39 100.0 Reliability Statistics Cronbach's Alpha N of Items 0.875 24 The Cronbach’s alpha value is the measure of reliability. For the data to be reliable the Cronbach’s alpha value should be greater than 0.7, sometimes lowered to 0.6 in exploratory researches. Cronbach’s alpha for risk factor ratingsbased on probability is greater than 0.7. Hence we can conclude than data is reliable. Similarly the Cronbach’s alpha for factor rating based on importance is also greater than 0.7, thus making it reliable. Table -2: Output of Reliability Analysis of Satisfaction on SPSS Case Processing Summary N % Cases Valid 39 100.0 Excludeda 0 0.0 Total 39 100.0 Reliability Statistics Cronbach's Alpha N of Items 0.902 24 3.2 Relative Importance Index (RII) Descriptive statistical analysisofrisk factorswereconducted to rank them based on perceived importance. For this purpose relative importance index was calculated. It is common method to identify the relative importance of various factors. Relative importance index is calculated using the formula
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 06 | June 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 649 Table -3: Output of Relative Importance Index Analysis of Factors Factor RII Rank Monetary Benefits (Salary, Bonus, etc.) 0.8 2 Non - Monetary Benefits (Leaves, Holidays, etc.) 0.620512821 23 Working Hours 0.656410256 22 Job Security 0.81025641 1 Ethics and Integrity of Company 0.784615385 3 Sense of Accomplishment 0.748717949 6 Challenging Work Task 0.671794872 20 Feedback and Evaluation 0.697435897 16 Job Stress 0.671794872 21 Commute/ Travel Distance 0.6 24 Technical Knowledge to perform Work 0.733333333 8 Amount of Workload 0.682051282 18 Fit between personal skills and job needs 0.692307692 17 Chances for Promotion 0.728205128 11 Chances to learn new things 0.764102564 5 Autonomy in Decision making 0.712820513 15 Physical Work Environment 0.682051282 19 Effectiveness of superior 0.728205128 12 Approach-ability of Superior 0.733333333 9 Relationship with co-workers 0.743589744 7 Company work Culture 0.723076923 13 Working in Teams 0.774358974 4 Sense of Belonging to Company 0.717948718 14 Recognition for Success and Appreciation 0.733333333 10 3.3 Spearman’s Rank Correlation Spearman's Rho is a non-parametric test used to measure the strength of association betweentwovariables,wherethe value r = 1 means a perfect positive correlationandthevalue r = -1 means a perfect negative correlation.Here, weconduct this test to evaluate the relationship between overall job satisfaction and satisfaction with the relevant factors The Spearman’s rank correlation shows a significant correlation between the overall satisfaction and the following factors : Monetary Benefits, Job Security, Ethics and Integrity, Sense of Accomplishment , Technical Knowledge to Perform Work, Chances to learn new things, Relationship with co-workers, Working in Teams
  • 4. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 06 | June 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 650 Table - 4: Output of Spearman’s Rank Correlation on SPSS Factor Spearman's Rho Sig. (2-tailed) N Monetary Benefits (Salary, Bonus, etc.) .510** 0.001 39 Non - Monetary Benefits (Leaves, Holidays, etc.) 0.17 0.101 39 Working Hours 0.153 0.151 39 Job Security .426** 0.007 39 Ethics and Integrity of Company .485** 0.002 39 Sense of Accomplishment .569** 0.000 39 Challenging Work Task 0.188 0.076 39 Feedback and Evaluation 0.066 0.521 39 Job Stress 0.251 0.150 39 Commute/ Travel Distance 0.112 0.143 39 Technical Knowledge to perform Work .289* 0.050 39 Amount of Workload 0.186 0.073 39 Fit between personal skills and job needs 0.092 0.204 39 Chances for Promotion 0.138 0.152 39 Chances to learn new things .357* 0.026 39 Autonomy in Decision making 0.231 0.045 39 Physical Work Environment 0.204 0.211 39 Effectiveness of superior 0.141 0.175 39 Approach-ability of Superior -0.01 0.727 39 Relationship with co-workers 0.488** 0.002 39 Company work Culture 0.186 0.126 39 Working in Teams .598** 0.000 39 Sense of Belonging to Company 0.135 0.195 39 Recognition for Success and Appreciation 0.062 0.543 39 Overall Job Satisfaction 1.000 39 4. CONCLUSION The study provided an insight into the perceptions of the professionals working in the constructionindustryin Kerala. The perceived importance of factors was determined by using a relative importance analysis. The results of the spearman’s rank correlation study show that there is significant correlation between the overall job satisfaction factors such as monetary benefits, job security, ethics and integrity, sense of accomplishment , technical knowledge to perform work, chancestolearnnewthings,relationshipwith co-workers, working in teams. 5. REFERENCES [1] Hee, Cordelia HS, and Florence Yean Yng Ling. "Strategies for reducing employee turnover and increasing retention rates of quantity surveyors." Construction Management and Economics 29.10, 1059-1072. (2011) [2] Ling, Florence Yean Yng, and Candice MC Loo. "Characteristics of jobs and jobholders that affect job satisfaction and work performance of project managers." Journal of Management in Engineering 31.3 (2013)
  • 5. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 06 | June 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 651 [3] Jonathan K.M. Lian, Florence Y.Y. Ling, "The influence of personal characteristics onquantity surveyors’ job satisfaction", Built Environment Project and Asset Management, Vol. 8 Issue: 2, pp.183-193 (2018) [4] Chih, Y. Y., Kiazad, K., Zhou, L., Capezio, A., Li, M., & D. Restubog, S. L. “Investigating employee turnover in the construction industry: A psychological contract perspective”. Journal of Construction Engineering and Management, 142(6), (2016) [5] Parker, S. K., & Skitmore, M. Project management turnover: causes and effects on project performance. International Journal of Project Management, 23(3), 205- 214 (2005)