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The International Journal Of Engineering And Science (IJES)
|| Volume || 5 || Issue || 4 || Pages || PP -107-113 || 2016 ||
ISSN (e): 2319 – 1813 ISSN (p): 2319 – 1805
www.theijes.com The IJES Page 107
 Applying IPA on Services Quality for Farm Irrigation
Engineering - A Case Study for Kaohsiung Irrigation Association
Chun-Ling Ho1
,Her-Yung Wang2
,Shu-Kuan Li 3
1
Department Of Information Management, Kao Yuan University
2
Department Of Civil Engineering, National Kaohsiung University Of Applied Sciences
3
Institute Of Civil Engineering And Disaster Prevention Technology, National Kaohsiung University Of Applied
Sciences
--------------------------------------------------------ABSTRACT-----------------------------------------------------------
The purpose of development Irrigation Association in Taiwan is to service farmers, improve irrigation and drainage
facilities and get the most out of the economy for all members. Therefore, this study takes a case of Kaohsiung
Irrigation Association as object, and explores the effect on the service quality to maintain the sustainable
development of agriculture.
The research takes the service quality scale of Kaohsiung Irrigation Association as the questionnaire and applies
importance-performance analysis (IPA) to view the demand on service quality. Through 22 factors and 5 phases to
analysis the questionnaire by statistical method including difference analysis, independent T test, one-way analysis
of variance and correlation analysis. The result shows that the background parameters and five phases have
significant effects such as level of education and position. The analysis of IPA is found that 17 factors in the first
quadrant mean that members and users will have confidence and extreme recognition and identity on service quality
of water conservancy.
The results will explore the important issues of concern on service quality in Kaohsiung Irrigation Association, and
could give as a reference to improve the future of construction and provide the ability to play a good role in
supervision to strengthen the quality and service efficient in farmers' organizations.
Keywords - Service quality, IPA, farm Irrigation engineering, questionnaire, expert interview.
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Date of Submission: 06 May 2016 Date of Accepted: 25 May 2016
--------------------------------------------------------------------------------------------------------------------------------------
I. INTRODUCTION
Taiwan's implementation of farmland-water is an important part of sustainable agriculture, and the construction of
irrigation and drainage services when related to farmers' livelihoods. Currently it has set up seventeen Irrigation
Association in Taiwan, in addition to the deployment of water, and is responsible for the construction,
improvement, maintenance and management of its jurisdiction of irrigation facilities, in order to maintain the
quality and effectiveness of irrigation water.
To improve project quality and efficiency, it is an important topic and worthy study to view the demand and
cognition from service quality of water conservancy engineering facility. It will identify strategies to improve the
response to ensure that the productive function of irrigation and water conservancy facilities. This study is divided
into two phases. The first will collect this works supervisors, superiors check case, as engineering service quality or
lack of statistics in nearly three years. And then it will review of the relevant literature, theory and observation
engineering quality supervision case and data collection, and then shall analyze, compare, generalize.
The research has attempted to five dimensions of SERVQUAL scale for the architecture to be prepared
questionnaire and application Importance-Performance Analysis (IPA) to analyze the farmers, members,
supervision and constructors on satisfied with the quality for farmland water conservancy in Kaohsiung area and to
find out the primary key attributes of the points terror situation that can improve user satisfaction. This study can be
specifically described as follows: (1) to confirm the importance items of the project during construction
management from the water conservancy and to build the quality scales on service; (2) to apply IPA to analysis the
expectations on service quality from farmer, members and supervision subcontractors; (3) to investigate the
advantages and disadvantages of quality control on performance, and to find out the real user expectations and
attention; (4) based on questionnaires and interviews, to identify strategies to enhance the satisfaction of the project
from water conservancy and to refer the corrective measures for projects.
Applying IPA on Services Quality for Farm Irrigation…
www.theijes.com The IJES Page 108
II. LITERATURE REVIEW
2.1 The quality management system of Kaohsiung Irrigation Association in engineering
Currently the quality management system is in accordance with procurement law and three-level quality control. In
addition to self-handle design, construction and contracting is handled in accordance with regulations. For fair and
open, fund-raising follows the procurement contract by law, and the quality requirements in accordance with
three-level quality control. By statistical results, there are top 20 items of common construction missing in quality
from works supervisors with Irrigation Association in Taiwan as described in Table 1.
Table 1 Top 20 items of common construction missing in quality
Ranking Construction missing Quantity
Percentage of
occurrence
1 No sample testing on construction work and materials / equipment. 28 6.26
2
Not been implemented independent quality control or inspection
criteria not setting to perform quantization.
24 5.37
3
The competent authorities / vendors of project management with
other missing.
16 3.58
4 Deletions on Concrete Construction. 15 3.36
5
Inadequate transportation facilities with warning on construction
site.
15 3.36
6 Not been implemented to execute construction log. 14 3.13
7
Not setting testing of timing for each material/ equipment in
construction.
14 2.13
8
No setting standards of quality management for each material /
equipment in construction.
13 2.91
9 Not review inspection reports of material. 13 2.91
10 No execution on quality audit. 12 2.68
11
Not setting test schedule of each material/equipment and
construction.
10 2.24
12
No immediate notification contractor for found missing to improve
within the time limit.
10 2.24
13 Not meeting specifications on pouring and tamping concrete. 10 2.24
14 No automatically checking records of labor safety from contractor. 10 2.24
15 Other missing of quality control from subcontractors. 9 2.01
16 Other missing of quality control from supervision units. 9 2.01
17 Not approved or indeed review on supervision plan. 7 1.57
18 Not reporting the supervision statements. 7 1.57
19
Without missing correction and prevention strategies on
environmental protection and construction safety.
7 1.57
20 Other missing of earthworks engineering. 7 1.57
Total 447
Through awareness and the demand from the users and the owners of the project, it will take a higher
incidence of missing as the need to improve the assessment of the project on quality service. So this study can use
as questionnaire based on the need of service quality.
2.2 Importance-Performance Analysis
Importance - Performance Analysis(IPA) is used to analysis service quality of customer, and applying a
two-dimensional matrix to list the importance and satisfaction. Chapman and Kozak and Nield noted that IPA is
often applied to the analysis advantages and disadvantages of products, services, banking and others [2] [4]. Tonge
and Moore explained that the model has been widely used to survey importance and satisfaction of service quality
in the industry[9]. IPA method is mainly to collect the feel degree from respondents, so "important" sometimes
means to "pay attention" and "expect", and "performance" is sometimes to "cognitive" and "satisfaction" with a
peer scale to analysis. Regardless to say "important" and "satisfaction", it uses the same title to measure
respondents' reactions degree.
IPA is calculated the average of individual item on "important" and "satisfaction", and followed by questions of
"Important" and "satisfaction" to draw to the average on two-dimensional plane coordinates[5]. The study takes
Applying IPA on Services Quality for Farm Irrigation…
www.theijes.com The IJES Page 109
"importance" as the y-axis," satisfaction" as the x-axis, and then allows to divide the midpoint coordinate formed
four quadrants as defined as Fig. 1. The first quadrant is “keep up the good work” and indicates the degree of
importance and performance that are high, and the points fall in this quadrant should be maintained. The second
quadrant is “concentrate here” and denotes a high degree of importance but low of performance. The points are
within this quadrant that managers should strengthen to improve the area. The third quadrant is “low priority” and
indicates the degree of importance and performance are both low that have lower priority. The fourth quadrant is
“possible overkill” and indicates a low degree of importance and the high levels of performance. The points in this
quadrant are excess supply.
Fig. 1 Four quadrants of IPA [6]
III. METHODS FOR DETERMINING THE KEY FACTORS
3.1 The Scope and Objects of this research
Kaohsiung Irrigation Association has vast irrigation area and business area of about 20,367 hectares of irrigated
area. It also develops agriculture with water resources project including three regions in Kaohsiung. Therefore, this
study will take the facilities and channels engineering of Kaohsiung irrigation and water conservancy for the scope
of the study, and its satisfaction study helps managers understand the project quality. In this study, it selects the
members of Kaohsiung water conservancy, outsourcing supervision and subcontractor as a questionnaire survey.
3.2 The establishment of quality architecture
In this study, through analysis and review of relevant literatures to check common deletion, it establishes
preliminary conceptual architecture, shown in Fig. 2. It applies Dimension of Service Quality for the 10
determinants[1] [3][7] and presented the service quality rating scales in order to construct a questionnaire of five
phases and 22 factors for the project satisfaction[8][10]. Through the survey of importance and satisfaction, the
research further interviews with professionals to determine indicators of satisfaction.
Fig. 2 The framework of questionnaire Investigation
The contents of questionnaire are based on missing statistics from nearly three years on works supervisors of
Irrigation Association. And through the analysis, comparison and induction, it prepared questionnaire with five
dimensions for the SERVQUA architecture and be measured a five-point Likert scale.
Five phases
1. Reliability
2. Responsiveness
3. Assurance
4. Empathy
5. Tangibles
Satisfaction
Importance
The Strategies of
quality
Applying IPA on Services Quality for Farm Irrigation…
www.theijes.com The IJES Page 110
The questionnaire data were analyzed by using SPSS 20.0 for Windows to statistical analysis and data verification,
including descriptive statistical analysis, independent sample t test, one-way analysis of variance, and the
importance of performance analysis.
IV. RESULTS AND DISCUSSIONS
In this study, the questionnaire distribution time is September 2015 to December 2015, a total of 330
questionnaires, back to 322 questionnaires, excluding invalid questionnaires, actual 301 valid questionnaires, the
recovery of 91%. The result of reliability validity on importance and satisfaction are as shown in Table 2. All
Cronbach's α coefficient values were greater than 0.7, so this questionnaire has good reliability and internal
consistency is quite high.
Table 2 Cronbach's α of importance and satisfaction
The Phase Cronbach's α of importance Cronbach's α of satisfaction
Reliability 0.912 0 . 9 1 3
Responsiveness 0 . 8 8 1 0.864
Assurance 0 . 8 3 1 0 . 8 2 8
Empathy 0 . 8 4 3 0.821
Tangibles 0 . 9 0 7 0.863
4.1c Descriptive Statistics
This study on descriptive statistics is used to describe the basic features of the data from questionnaire samples
including six personal background variables: Gender, Age, Education, Occupation, Position and Stayed involved
in coordinating and handling the project of Kaohsiung Irrigation Association. The results showed that Gender (men
69.10%, female 30.90%); Age(aged less than 20 years of 3%, 20 to 40 years was 27.6%, 40 to 60 years the majority
of 52.5%, above 60 years old 19.6%); Education (for junior high school a and containing less 21.9%, senior high
school 29.9%, college majority 37.9%, graduated school above 10.3%; Occupation( agriculture, forestry, animal
husbandry and fisheries majority 45.2%, services 32.2 %, military and government personnel 3.3%,
manufacturing14.6%, self- employed 4.7%; Position (members 58.1% , outsourcing supervision 5.6% , owner
supervision 15.9% , subcontractor 20.3%); Stayed involved in coordinating and handling the project of Kaohsiung
Irrigation Association ( participation 84.1%).
In order to understand the basic background variables on satisfaction whether there are significant differences exist,
the study used one-way analysis of variance and independent samples t-test to analysis. The results are shown that
no significant on gender for each phases; Education on Reliability and Certainty has significant differences. In
addition, Occupation on three phases such as Reliability, Responsiveness and Tangible has significant differences,
as described in Table 3.
Table 3 The significant differences on Occupation and the phases
The Phase Occupation Average Standard
deviation
Standard error P-value Post hoc tests
Reliability O1 4.1279 .56917 .04881 .001 4>1
1>3
2>3
5>3
O2 4.2577 .52118 .05292
O3 3.5200 1.37663 .43533
O4 4.3545 .59901 .09030
O5 4.3143 .58026 .15508
Responsiveness O1 3.9173 .59243 .05080 .002 2>1
2>3
4>1
4>3
O2 4.1675 .54333 .05517
O3 3.6750 1.20790 .38197
O4 4.2330 .68071 .10262
O5 4.0536 .65176 .17419
Assurance O1 3.9761 .63965 .05485 .013 2>3
4>3
5>3
4>1
O2 4.1108 .52906 .05372
O3 3.6000 .96609 .30551
O4 4.2386 .63097 .09512
O5 4.1964 .68766 .18378
Empathy O1 4.1103 .57529 .04933 .371
O2 4.1375 .60620 .06155
O3 3.9333 .69921 .22111
O4 4.2803 .67798 .10221
O5 4.2619 .75310 .20127
Tangibles O1 4.0417 .49431 .04239 .003 4>1
4>3
5>3
5>1
5>2
O2 4.1186 .48529 .04927
O3 3.8000 .83074 .26270
O4 4.2917 .56391 .08501
O5 4.4286 .55360 .14796
Applying IPA on Services Quality for Farm Irrigation…
www.theijes.com The IJES Page 111
*p<0.05 **p<0.01 ***p<0.001
(1) O1 means agriculture, forestry, animal husbandry and fisheries majority for Occupation.
(2) O2 means services for Occupation.
(3) O3 means military and government personnel for Occupation.
(4) O4 means manufacturing for Occupation.
(5) O5 means self-employed for Occupation.
4.2 Correlation Analysis Of Service Quality
In this study, it used Pearson correlation analysis to investigate the correlation between the phases on service
quality of engineering projects. The results are shown in Table 4, and the significant levels are greater than 0.01
between the relevant dimensions.
Table 4 Correlation coefficients for five phases
Reliability Responsiveness Assurance Empathy Tangibles
Reliability 1
Responsiveness .684**
1
Assurance .597**
.769**
1
Empathy .589**
.678**
.682**
1
Tangibles .662**
.707**
.711**
.667**
1
** Correlation is significant at the 0.01 level (2-tailed).
4.3 The Analysis Of Ipa
For understand the importance of service quality, it applies IPA to show four quadrants that will
commonly be utilized in practice and divided the matrix. Attributes located in Quadrant I (both performance and
importance are high) are “keep up the good work”. It means that respondents indicated not only that the service
provides a very important from water conservancy and agree fairly good service quality on project. Attributes
located in Quadrant II (performance are high and importance is low) is “concentrate here”. In this Quadrant,
respondents believe that the service provides is very important, but members do not agree with the current service.
Attributes in Quadrant III (performance and importance are low) are minor weaknesses and called “Low Priority”
that do not require additional effort. Attributes located in Quadrant IV (performance is low and importance is high)
are “Possible Overkill” and require immediate attention for improvement. It means that members and participants
of these projects have a good evaluation, but not the most important items.
Through IPA analysis for 22 factors, the study found that there are 17 factors in the first quadrant as
shown in Fig.3 , the average of them are greater than 4, and thus it represents extreme affirmation and recognition.
The administrative authorities should continue to focus on the field, and then continue to keep membership
expectations. There are four factors in the second quadrant and shows that it is necessary to take priority for
improvement on project management to promote service quality. The factors in quadrant I and quadrant II are
shown as Table 5.
Fig. 3 The factors on the matrix by IPA
Table 5 The factors in the first quadrant
Quadrant I (both performance and importance are high)
Reliability F1. It will ensure confident on the quality for water conservancy.
F2. It will certainly satisfactory quality of the project during construction and completed for water conservancy.
F3. It will be satisfied with safety working and environmental protection for water conservancy.
F4. It will be satisfied with construction projects and commitments for water conservancy.
Applying IPA on Services Quality for Farm Irrigation…
www.theijes.com The IJES Page 112
F5. It will be satisfied with construction and coordination and meetings for water conservancy.
Responsiveness F11. It will be satisfied with supervisors and contractors to respond the problems in construction.
F12. It will be satisfied with warranty period after construction from supervisors and contractors.
Assurance F14. Supervisors and contractors will be security-conscious on farmers farming during construction.
F15. It agree that construction supervisors and contractors can meet the needs of farmers.
F18. It agrees with the outcome of the project integration environment statement from contractors.
Empathy F7. It believes that supervisors and contractors in construction will not oversight for commitments.
F8. It agrees that the supervisor and the contractor can take the initiative to improve the quality missing in
construction.
F9. It believes that supervisors and contractors can respond quickly for poor quality in construction.
Tangibles F17. It agrees that the project transparency and openness is helpful.
F19. It agrees that restoration of the environment is indeed and road repair intact after construction.
F20. It will be satisfied without debris on site after construction.
F22. It believes that irrigation and drainage systems in line with the needs of farmers.
F1 means that factor 1 from factors 22 of the questionnaire.
F2 means that factor 2 from factors 22 of the questionnaire.
V. CONCLUSION
In this study, it takes the service quality scale of Kaohsiung Irrigation Association as the basis of the questionnaire
and applies importance-performance analysis (IPA) to view the demand of members, vendors, supervision units
and stakeholders on service quality.
The analysis of questionnaire has applied difference analysis, independent T test, one-way analysis of variance and
correlation analysis. The researchers found that the background parameters have significant effects such as level of
education and position. Also through the correlation analysis, there are significant direct correlation between five
phases.
The results of applications IPA analysis are shown that located in the first quadrant has seventeen factors; in the
second quadrant has four factors and in the third quadrant has one factors. The factors in the first quadrant mean
that members and users will have confidence and extreme recognition and identity on service quality of water
conservancy. The factors on the second quadrant that the average of the satisfaction of all below 4.0. It shows the
need to give priority to its construction management. The results based on IPA has been listed factors of important
concerns and low satisfaction, and can refer to the proposal as the current construction mode and correction of the
missing. In addition, it will enhance satisfaction of service quality for the water conservancy.
REFERENCES
[1]. Cardozo, R. N., An experimental study of customer effort, expectation, and satisfaction, Journal of Marketing esearch,2(3),1965,
244-249.
[2]. Chapman, R. G., Brand performance comparatives, Journal of Products & Brand Management, 2 (1), 1993, 42−50.
[3]. Gransberg, D. D. and Molenaar, K., Analysis of Owner’s Design and Construction Quality Management Approaches in Design/Build
Projects, Journal of Management in Engineering, ASCE, 4, 2004,162-169.
[4]. Kozak, M., & Nield, K., Importance-performance analysis and cultural perspectives in Romanian Black Sea resorts, Anatolia: An
International Journal of Tourism and Hospitality Research, 9 (2), 1998, 99-116.
[5]. Martilla, J.A. and James, J.C., Importance-performance analysis, Journal of Marketing, 41 (1), 1977, 77-79.
[6]. Nunnally, J. C., Psychometric theory(McGraw-Hill, New York, 1978) .
[7]. Parasuraman, A., Zeithainl, V.A. and Berry, L.L., A Conceptual Model of Service Quality and Its Implications for Future Research,
Journal of Marketing, 49, 1985, 41-50.
[8]. Parasuraman, A., Zeithainl, V.A. and Berry, L.L., Improving Service Quality in American: Lessons Learned, Academy of Management
Executive, 8 (2), 1994, 32-52.
[9]. Tonge, J. and Moore, S.A., Importance-satisfaction analysis for marine-park hinterlands: A Western Australian case study, Tourism
Management, 28 (3), 2007, 768-776.
[10]. Yasamis, F., Arditi, D. and Mohammadi, J., Assessing Contractor Quality Performance, Construction Management and
Economics,20(3), 2002, 211-223.
Biographies and Photographs
Dr. Chun-Ling Ho is an Assistant Professor of Information Management at Kao Yuan
University (KYU) in Taiwan. Before joining KYU, she worked as a senior director of
project management in construction. She received her PhD(2010) in Civil Engineering
from National Chiao Tung University, Taiwan. Her Research interests and publications
are in the areas of information technology, artificial intelligence, e-learning and data
mining.
Applying IPA on Services Quality for Farm Irrigation…
www.theijes.com The IJES Page 113
Dr. Her-Yung Wang is a Professor and works in Department of Civil Engineering,
National Kaohsiung University of Applied Sciences, Taiwan. His research is in the field
of concrete technology and value engineering and at the same time he also had served as
dean in Department of Civil Engineering and director of General Office.
Shu-Kuan Li studies for a master's degree from 2014~2016 in Institute of Civil
Engineering and Disaster Prevention Technology, National Kaohsiung University of
Applied Sciences, and works in Kaohsiung Irrigation Association as a senior engineer.

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Applying IPA to analyze service quality of farm irrigation projects

  • 1. The International Journal Of Engineering And Science (IJES) || Volume || 5 || Issue || 4 || Pages || PP -107-113 || 2016 || ISSN (e): 2319 – 1813 ISSN (p): 2319 – 1805 www.theijes.com The IJES Page 107  Applying IPA on Services Quality for Farm Irrigation Engineering - A Case Study for Kaohsiung Irrigation Association Chun-Ling Ho1 ,Her-Yung Wang2 ,Shu-Kuan Li 3 1 Department Of Information Management, Kao Yuan University 2 Department Of Civil Engineering, National Kaohsiung University Of Applied Sciences 3 Institute Of Civil Engineering And Disaster Prevention Technology, National Kaohsiung University Of Applied Sciences --------------------------------------------------------ABSTRACT----------------------------------------------------------- The purpose of development Irrigation Association in Taiwan is to service farmers, improve irrigation and drainage facilities and get the most out of the economy for all members. Therefore, this study takes a case of Kaohsiung Irrigation Association as object, and explores the effect on the service quality to maintain the sustainable development of agriculture. The research takes the service quality scale of Kaohsiung Irrigation Association as the questionnaire and applies importance-performance analysis (IPA) to view the demand on service quality. Through 22 factors and 5 phases to analysis the questionnaire by statistical method including difference analysis, independent T test, one-way analysis of variance and correlation analysis. The result shows that the background parameters and five phases have significant effects such as level of education and position. The analysis of IPA is found that 17 factors in the first quadrant mean that members and users will have confidence and extreme recognition and identity on service quality of water conservancy. The results will explore the important issues of concern on service quality in Kaohsiung Irrigation Association, and could give as a reference to improve the future of construction and provide the ability to play a good role in supervision to strengthen the quality and service efficient in farmers' organizations. Keywords - Service quality, IPA, farm Irrigation engineering, questionnaire, expert interview. ------------------------------------------------------------------------------------------------------------------------------------- Date of Submission: 06 May 2016 Date of Accepted: 25 May 2016 -------------------------------------------------------------------------------------------------------------------------------------- I. INTRODUCTION Taiwan's implementation of farmland-water is an important part of sustainable agriculture, and the construction of irrigation and drainage services when related to farmers' livelihoods. Currently it has set up seventeen Irrigation Association in Taiwan, in addition to the deployment of water, and is responsible for the construction, improvement, maintenance and management of its jurisdiction of irrigation facilities, in order to maintain the quality and effectiveness of irrigation water. To improve project quality and efficiency, it is an important topic and worthy study to view the demand and cognition from service quality of water conservancy engineering facility. It will identify strategies to improve the response to ensure that the productive function of irrigation and water conservancy facilities. This study is divided into two phases. The first will collect this works supervisors, superiors check case, as engineering service quality or lack of statistics in nearly three years. And then it will review of the relevant literature, theory and observation engineering quality supervision case and data collection, and then shall analyze, compare, generalize. The research has attempted to five dimensions of SERVQUAL scale for the architecture to be prepared questionnaire and application Importance-Performance Analysis (IPA) to analyze the farmers, members, supervision and constructors on satisfied with the quality for farmland water conservancy in Kaohsiung area and to find out the primary key attributes of the points terror situation that can improve user satisfaction. This study can be specifically described as follows: (1) to confirm the importance items of the project during construction management from the water conservancy and to build the quality scales on service; (2) to apply IPA to analysis the expectations on service quality from farmer, members and supervision subcontractors; (3) to investigate the advantages and disadvantages of quality control on performance, and to find out the real user expectations and attention; (4) based on questionnaires and interviews, to identify strategies to enhance the satisfaction of the project from water conservancy and to refer the corrective measures for projects.
  • 2. Applying IPA on Services Quality for Farm Irrigation… www.theijes.com The IJES Page 108 II. LITERATURE REVIEW 2.1 The quality management system of Kaohsiung Irrigation Association in engineering Currently the quality management system is in accordance with procurement law and three-level quality control. In addition to self-handle design, construction and contracting is handled in accordance with regulations. For fair and open, fund-raising follows the procurement contract by law, and the quality requirements in accordance with three-level quality control. By statistical results, there are top 20 items of common construction missing in quality from works supervisors with Irrigation Association in Taiwan as described in Table 1. Table 1 Top 20 items of common construction missing in quality Ranking Construction missing Quantity Percentage of occurrence 1 No sample testing on construction work and materials / equipment. 28 6.26 2 Not been implemented independent quality control or inspection criteria not setting to perform quantization. 24 5.37 3 The competent authorities / vendors of project management with other missing. 16 3.58 4 Deletions on Concrete Construction. 15 3.36 5 Inadequate transportation facilities with warning on construction site. 15 3.36 6 Not been implemented to execute construction log. 14 3.13 7 Not setting testing of timing for each material/ equipment in construction. 14 2.13 8 No setting standards of quality management for each material / equipment in construction. 13 2.91 9 Not review inspection reports of material. 13 2.91 10 No execution on quality audit. 12 2.68 11 Not setting test schedule of each material/equipment and construction. 10 2.24 12 No immediate notification contractor for found missing to improve within the time limit. 10 2.24 13 Not meeting specifications on pouring and tamping concrete. 10 2.24 14 No automatically checking records of labor safety from contractor. 10 2.24 15 Other missing of quality control from subcontractors. 9 2.01 16 Other missing of quality control from supervision units. 9 2.01 17 Not approved or indeed review on supervision plan. 7 1.57 18 Not reporting the supervision statements. 7 1.57 19 Without missing correction and prevention strategies on environmental protection and construction safety. 7 1.57 20 Other missing of earthworks engineering. 7 1.57 Total 447 Through awareness and the demand from the users and the owners of the project, it will take a higher incidence of missing as the need to improve the assessment of the project on quality service. So this study can use as questionnaire based on the need of service quality. 2.2 Importance-Performance Analysis Importance - Performance Analysis(IPA) is used to analysis service quality of customer, and applying a two-dimensional matrix to list the importance and satisfaction. Chapman and Kozak and Nield noted that IPA is often applied to the analysis advantages and disadvantages of products, services, banking and others [2] [4]. Tonge and Moore explained that the model has been widely used to survey importance and satisfaction of service quality in the industry[9]. IPA method is mainly to collect the feel degree from respondents, so "important" sometimes means to "pay attention" and "expect", and "performance" is sometimes to "cognitive" and "satisfaction" with a peer scale to analysis. Regardless to say "important" and "satisfaction", it uses the same title to measure respondents' reactions degree. IPA is calculated the average of individual item on "important" and "satisfaction", and followed by questions of "Important" and "satisfaction" to draw to the average on two-dimensional plane coordinates[5]. The study takes
  • 3. Applying IPA on Services Quality for Farm Irrigation… www.theijes.com The IJES Page 109 "importance" as the y-axis," satisfaction" as the x-axis, and then allows to divide the midpoint coordinate formed four quadrants as defined as Fig. 1. The first quadrant is “keep up the good work” and indicates the degree of importance and performance that are high, and the points fall in this quadrant should be maintained. The second quadrant is “concentrate here” and denotes a high degree of importance but low of performance. The points are within this quadrant that managers should strengthen to improve the area. The third quadrant is “low priority” and indicates the degree of importance and performance are both low that have lower priority. The fourth quadrant is “possible overkill” and indicates a low degree of importance and the high levels of performance. The points in this quadrant are excess supply. Fig. 1 Four quadrants of IPA [6] III. METHODS FOR DETERMINING THE KEY FACTORS 3.1 The Scope and Objects of this research Kaohsiung Irrigation Association has vast irrigation area and business area of about 20,367 hectares of irrigated area. It also develops agriculture with water resources project including three regions in Kaohsiung. Therefore, this study will take the facilities and channels engineering of Kaohsiung irrigation and water conservancy for the scope of the study, and its satisfaction study helps managers understand the project quality. In this study, it selects the members of Kaohsiung water conservancy, outsourcing supervision and subcontractor as a questionnaire survey. 3.2 The establishment of quality architecture In this study, through analysis and review of relevant literatures to check common deletion, it establishes preliminary conceptual architecture, shown in Fig. 2. It applies Dimension of Service Quality for the 10 determinants[1] [3][7] and presented the service quality rating scales in order to construct a questionnaire of five phases and 22 factors for the project satisfaction[8][10]. Through the survey of importance and satisfaction, the research further interviews with professionals to determine indicators of satisfaction. Fig. 2 The framework of questionnaire Investigation The contents of questionnaire are based on missing statistics from nearly three years on works supervisors of Irrigation Association. And through the analysis, comparison and induction, it prepared questionnaire with five dimensions for the SERVQUA architecture and be measured a five-point Likert scale. Five phases 1. Reliability 2. Responsiveness 3. Assurance 4. Empathy 5. Tangibles Satisfaction Importance The Strategies of quality
  • 4. Applying IPA on Services Quality for Farm Irrigation… www.theijes.com The IJES Page 110 The questionnaire data were analyzed by using SPSS 20.0 for Windows to statistical analysis and data verification, including descriptive statistical analysis, independent sample t test, one-way analysis of variance, and the importance of performance analysis. IV. RESULTS AND DISCUSSIONS In this study, the questionnaire distribution time is September 2015 to December 2015, a total of 330 questionnaires, back to 322 questionnaires, excluding invalid questionnaires, actual 301 valid questionnaires, the recovery of 91%. The result of reliability validity on importance and satisfaction are as shown in Table 2. All Cronbach's α coefficient values were greater than 0.7, so this questionnaire has good reliability and internal consistency is quite high. Table 2 Cronbach's α of importance and satisfaction The Phase Cronbach's α of importance Cronbach's α of satisfaction Reliability 0.912 0 . 9 1 3 Responsiveness 0 . 8 8 1 0.864 Assurance 0 . 8 3 1 0 . 8 2 8 Empathy 0 . 8 4 3 0.821 Tangibles 0 . 9 0 7 0.863 4.1c Descriptive Statistics This study on descriptive statistics is used to describe the basic features of the data from questionnaire samples including six personal background variables: Gender, Age, Education, Occupation, Position and Stayed involved in coordinating and handling the project of Kaohsiung Irrigation Association. The results showed that Gender (men 69.10%, female 30.90%); Age(aged less than 20 years of 3%, 20 to 40 years was 27.6%, 40 to 60 years the majority of 52.5%, above 60 years old 19.6%); Education (for junior high school a and containing less 21.9%, senior high school 29.9%, college majority 37.9%, graduated school above 10.3%; Occupation( agriculture, forestry, animal husbandry and fisheries majority 45.2%, services 32.2 %, military and government personnel 3.3%, manufacturing14.6%, self- employed 4.7%; Position (members 58.1% , outsourcing supervision 5.6% , owner supervision 15.9% , subcontractor 20.3%); Stayed involved in coordinating and handling the project of Kaohsiung Irrigation Association ( participation 84.1%). In order to understand the basic background variables on satisfaction whether there are significant differences exist, the study used one-way analysis of variance and independent samples t-test to analysis. The results are shown that no significant on gender for each phases; Education on Reliability and Certainty has significant differences. In addition, Occupation on three phases such as Reliability, Responsiveness and Tangible has significant differences, as described in Table 3. Table 3 The significant differences on Occupation and the phases The Phase Occupation Average Standard deviation Standard error P-value Post hoc tests Reliability O1 4.1279 .56917 .04881 .001 4>1 1>3 2>3 5>3 O2 4.2577 .52118 .05292 O3 3.5200 1.37663 .43533 O4 4.3545 .59901 .09030 O5 4.3143 .58026 .15508 Responsiveness O1 3.9173 .59243 .05080 .002 2>1 2>3 4>1 4>3 O2 4.1675 .54333 .05517 O3 3.6750 1.20790 .38197 O4 4.2330 .68071 .10262 O5 4.0536 .65176 .17419 Assurance O1 3.9761 .63965 .05485 .013 2>3 4>3 5>3 4>1 O2 4.1108 .52906 .05372 O3 3.6000 .96609 .30551 O4 4.2386 .63097 .09512 O5 4.1964 .68766 .18378 Empathy O1 4.1103 .57529 .04933 .371 O2 4.1375 .60620 .06155 O3 3.9333 .69921 .22111 O4 4.2803 .67798 .10221 O5 4.2619 .75310 .20127 Tangibles O1 4.0417 .49431 .04239 .003 4>1 4>3 5>3 5>1 5>2 O2 4.1186 .48529 .04927 O3 3.8000 .83074 .26270 O4 4.2917 .56391 .08501 O5 4.4286 .55360 .14796
  • 5. Applying IPA on Services Quality for Farm Irrigation… www.theijes.com The IJES Page 111 *p<0.05 **p<0.01 ***p<0.001 (1) O1 means agriculture, forestry, animal husbandry and fisheries majority for Occupation. (2) O2 means services for Occupation. (3) O3 means military and government personnel for Occupation. (4) O4 means manufacturing for Occupation. (5) O5 means self-employed for Occupation. 4.2 Correlation Analysis Of Service Quality In this study, it used Pearson correlation analysis to investigate the correlation between the phases on service quality of engineering projects. The results are shown in Table 4, and the significant levels are greater than 0.01 between the relevant dimensions. Table 4 Correlation coefficients for five phases Reliability Responsiveness Assurance Empathy Tangibles Reliability 1 Responsiveness .684** 1 Assurance .597** .769** 1 Empathy .589** .678** .682** 1 Tangibles .662** .707** .711** .667** 1 ** Correlation is significant at the 0.01 level (2-tailed). 4.3 The Analysis Of Ipa For understand the importance of service quality, it applies IPA to show four quadrants that will commonly be utilized in practice and divided the matrix. Attributes located in Quadrant I (both performance and importance are high) are “keep up the good work”. It means that respondents indicated not only that the service provides a very important from water conservancy and agree fairly good service quality on project. Attributes located in Quadrant II (performance are high and importance is low) is “concentrate here”. In this Quadrant, respondents believe that the service provides is very important, but members do not agree with the current service. Attributes in Quadrant III (performance and importance are low) are minor weaknesses and called “Low Priority” that do not require additional effort. Attributes located in Quadrant IV (performance is low and importance is high) are “Possible Overkill” and require immediate attention for improvement. It means that members and participants of these projects have a good evaluation, but not the most important items. Through IPA analysis for 22 factors, the study found that there are 17 factors in the first quadrant as shown in Fig.3 , the average of them are greater than 4, and thus it represents extreme affirmation and recognition. The administrative authorities should continue to focus on the field, and then continue to keep membership expectations. There are four factors in the second quadrant and shows that it is necessary to take priority for improvement on project management to promote service quality. The factors in quadrant I and quadrant II are shown as Table 5. Fig. 3 The factors on the matrix by IPA Table 5 The factors in the first quadrant Quadrant I (both performance and importance are high) Reliability F1. It will ensure confident on the quality for water conservancy. F2. It will certainly satisfactory quality of the project during construction and completed for water conservancy. F3. It will be satisfied with safety working and environmental protection for water conservancy. F4. It will be satisfied with construction projects and commitments for water conservancy.
  • 6. Applying IPA on Services Quality for Farm Irrigation… www.theijes.com The IJES Page 112 F5. It will be satisfied with construction and coordination and meetings for water conservancy. Responsiveness F11. It will be satisfied with supervisors and contractors to respond the problems in construction. F12. It will be satisfied with warranty period after construction from supervisors and contractors. Assurance F14. Supervisors and contractors will be security-conscious on farmers farming during construction. F15. It agree that construction supervisors and contractors can meet the needs of farmers. F18. It agrees with the outcome of the project integration environment statement from contractors. Empathy F7. It believes that supervisors and contractors in construction will not oversight for commitments. F8. It agrees that the supervisor and the contractor can take the initiative to improve the quality missing in construction. F9. It believes that supervisors and contractors can respond quickly for poor quality in construction. Tangibles F17. It agrees that the project transparency and openness is helpful. F19. It agrees that restoration of the environment is indeed and road repair intact after construction. F20. It will be satisfied without debris on site after construction. F22. It believes that irrigation and drainage systems in line with the needs of farmers. F1 means that factor 1 from factors 22 of the questionnaire. F2 means that factor 2 from factors 22 of the questionnaire. V. CONCLUSION In this study, it takes the service quality scale of Kaohsiung Irrigation Association as the basis of the questionnaire and applies importance-performance analysis (IPA) to view the demand of members, vendors, supervision units and stakeholders on service quality. The analysis of questionnaire has applied difference analysis, independent T test, one-way analysis of variance and correlation analysis. The researchers found that the background parameters have significant effects such as level of education and position. Also through the correlation analysis, there are significant direct correlation between five phases. The results of applications IPA analysis are shown that located in the first quadrant has seventeen factors; in the second quadrant has four factors and in the third quadrant has one factors. The factors in the first quadrant mean that members and users will have confidence and extreme recognition and identity on service quality of water conservancy. The factors on the second quadrant that the average of the satisfaction of all below 4.0. It shows the need to give priority to its construction management. The results based on IPA has been listed factors of important concerns and low satisfaction, and can refer to the proposal as the current construction mode and correction of the missing. In addition, it will enhance satisfaction of service quality for the water conservancy. REFERENCES [1]. Cardozo, R. N., An experimental study of customer effort, expectation, and satisfaction, Journal of Marketing esearch,2(3),1965, 244-249. [2]. Chapman, R. G., Brand performance comparatives, Journal of Products & Brand Management, 2 (1), 1993, 42−50. [3]. Gransberg, D. D. and Molenaar, K., Analysis of Owner’s Design and Construction Quality Management Approaches in Design/Build Projects, Journal of Management in Engineering, ASCE, 4, 2004,162-169. [4]. Kozak, M., & Nield, K., Importance-performance analysis and cultural perspectives in Romanian Black Sea resorts, Anatolia: An International Journal of Tourism and Hospitality Research, 9 (2), 1998, 99-116. [5]. Martilla, J.A. and James, J.C., Importance-performance analysis, Journal of Marketing, 41 (1), 1977, 77-79. [6]. Nunnally, J. C., Psychometric theory(McGraw-Hill, New York, 1978) . [7]. Parasuraman, A., Zeithainl, V.A. and Berry, L.L., A Conceptual Model of Service Quality and Its Implications for Future Research, Journal of Marketing, 49, 1985, 41-50. [8]. Parasuraman, A., Zeithainl, V.A. and Berry, L.L., Improving Service Quality in American: Lessons Learned, Academy of Management Executive, 8 (2), 1994, 32-52. [9]. Tonge, J. and Moore, S.A., Importance-satisfaction analysis for marine-park hinterlands: A Western Australian case study, Tourism Management, 28 (3), 2007, 768-776. [10]. Yasamis, F., Arditi, D. and Mohammadi, J., Assessing Contractor Quality Performance, Construction Management and Economics,20(3), 2002, 211-223. Biographies and Photographs Dr. Chun-Ling Ho is an Assistant Professor of Information Management at Kao Yuan University (KYU) in Taiwan. Before joining KYU, she worked as a senior director of project management in construction. She received her PhD(2010) in Civil Engineering from National Chiao Tung University, Taiwan. Her Research interests and publications are in the areas of information technology, artificial intelligence, e-learning and data mining.
  • 7. Applying IPA on Services Quality for Farm Irrigation… www.theijes.com The IJES Page 113 Dr. Her-Yung Wang is a Professor and works in Department of Civil Engineering, National Kaohsiung University of Applied Sciences, Taiwan. His research is in the field of concrete technology and value engineering and at the same time he also had served as dean in Department of Civil Engineering and director of General Office. Shu-Kuan Li studies for a master's degree from 2014~2016 in Institute of Civil Engineering and Disaster Prevention Technology, National Kaohsiung University of Applied Sciences, and works in Kaohsiung Irrigation Association as a senior engineer.