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American International Journal of Business Management (AIJBM)
ISSN- 2379-106X, www.aijbm.com Volume 3, Issue 1 (January 2020), PP 01-07
*Corresponding Author: Mokhtar Sayyid www.aijbm.com 1 | Page
The Influence of Service Quality on Word-Of-Mouth Participants
Through Institution Images, Customer Relationship Management
and Satisfaction of Participants in Private Vocational Training
Institutions in Bakorwil I East Java
Mokhtar Sayyid 1
, Amiartuti Kusmaningtyas 2
, Nanis Susanti 3
1,2,3
(Economics and Business, August 17, 1945 Surabaya University, Indonesia)
*Corresponding Author: Mokhtar Sayyid
ABSTRACT: The research objective is to determine the effect of service quality on the word-of-mouth of
participants through the image of the institution, customer relationship management and participant
satisfaction at private worker training institutions (LPKS) in Bakorwil I East Java.
A total of 1,118 populations and with the Slovin formula, a total sample of 295 respondents were participants of
the LPKS Hospitality and Cruise Ship training institutions in Bakorwil I East Java in 2018. Sampling used
proportional random sampling. Analysis using SEM. The results showed that: 1). Service quality affects the
image of the institution, CRM, and participant satisfaction. 2). The image of the institution influences the
satisfaction of the trainees, and WOM. 3). CRM has no significant effect on the satisfaction of trainees, and
significant on WOM trainees. 4). The satisfaction of the participants has an effect on the WOM of LPKS training
participants. Given the large role of the institution's image of WOM, it is recommended that companies always
maintain and enhance the image of the institution, because the image has an important role in building the
impression obtained by someone about the company based on one's knowledge and experience of the company
whether the company is good or not. Suggestions for other researchers should be made to increase the scope of
research, taking into account broader areas, as well as grouping and segregation of respondents by district /
city in East Java, so that a clearer picture of WOM participants in Private Work Training (LPKS) is obtained.
KEYWORDS: - Service Quality, Word-of-Mouth, Institutional Image, Customer Relationship Management,
Participant Satisfaction
I. INTRODUCTION
Private employment training institutions are one of the important sectors that need to be considered for
their role, in order to improve the competence of human resources and advance the standard of living of the
community. Awareness of the importance of the quality of human resources has long been one issue that needs
immediate attention from the government. An area will advance, if supported by competent human resources,
where this will be possible if supported by adequate quality formal and non-formal education where competent
human resources can become valuable assets to advance their region.
Education and training is one way to form competent resources. At present, many training institutions have been
established both owned by the government (public) and private. This shows that training institutions have
become a necessity for the wider community. The increasing needs of the community for non-formal education,
especially the Private Vocational Training Institution (LPKS), cause LPKS to become a strategic sector that is
expected to produce quality human resources. This condition certainly creates quite a competitive competition
among LPKS, which certainly makes every LPKS required to always improve the quality of training and
institutional results.
The development of private employment training institutions is quite rapid and spread in many cities /
districts in East Java. In East Java there are currently 1,673 LPKS, with a capacity of 1,485,407 participants /
year. The extent of the East Java region, and the large number of Hospitality and Tourism LPKS found in the
Bakorwil I area, this research is focused only on the Bakorwil I region. The following is the development of the
LPKS, especially in the Bakorwil I area of East Java, which has changed from time to time.
The formulation of the problems in this dissertation research are is follows: (1), does the quality of service have
a significant effect on the image of the LPKS institution in Bakorwil I East Java ?. (2), Does the quality of
service have a significant effect on CRM participants of LPKS training institutions in Bakorwil I East Java ?.
(3), Does the quality of service have a significant effect on the satisfaction of LPKS institutional training
participants in Bakorwil I East Java ?. (4), Does the image of the institution significantly influence the
satisfaction of LPKS training participants in Bakorwil I East Java ?. (5), Does the image of the institution have a
The Influence of Service Quality on Word-Of-Mouth Participants Through Institution Images....
*Corresponding Author: Mokhtar Sayyid www.aijbm.com 2 | Page
significant effect on WOM LPKS training participants in Bakorwil I East Java ?. (6), Does CRM have a
significant effect on the satisfaction of LPKS training participants in Bakorwil I East Java ?. (7), Does the CRM
participant significantly influence the WOM of LPKS training participants in Bakorwil I East Java ?. 8). Does
participant satisfaction have a significant effect on the WOM of LPKS training participants in Bakorwil I East
Java ?.
II. LITERATURE REVIEW AND HYPOTHESES
An understanding of consumer behavior is at the heart of marketing services. Without an
understanding, companies cannot deliver services that can satisfy customers. Lovelock et al. (2011) said
"Services are economic activities offered by one party to another party carried out within a certain time, in the
form of an activity that will bring the desired results to the recipient, objects, and other assets that are the
responsibility of the buyer".
2.1 Service quality
Quality of service is any form of activity carried out by the company to meet consumer expectations.
Services in this case are defined as services provided by the service owners in the form of convenience, speed,
relationships, abilities and hospitality aimed at attitudes and properties in providing services for customer
satisfaction (Kotler, 2015; Zeithtaml et al., 2003).
2.2 Institutional Image
The image of an institution is the impression obtained from a person or community regarding an
institution based on the knowledge and experience of a person or community about an institution whether the
institution is good or not. (Hawkins et al., 2000; Alma, 2015).
2.3 Customer relationship management
Customer relationship management (CRM) is an integrated business strategy that integrates internal
and external factors, by analyzing customer data using information technology, in order to gain customer
attention to achieve lifetime value so that companies and customers benefit and benefit (Buttle, 2007).
2.4 Participants' satisfaction
Participant satisfaction is a response in the form of a feeling of satisfaction arising from the experience
of participating in training programs and felling services when attending training, or a small part of that
experience (Walker et al., 2001).
2.5 Words Of Mouth
Word of mouth communication is the occurrence of saying positive things about the company and its
products to other parties (Brown et al., 2005).
2.6 Theoretical Framework
The variables used were explained as Fig. 1 and each relationship of an independent variable with
dependent variable represent hypothesis.
Figure 1. Conceptual Framework
The Influence of Service Quality on Word-Of-Mouth Participants Through Institution Images....
*Corresponding Author: Mokhtar Sayyid www.aijbm.com 3 | Page
2.7 Research Hypotheses
The research hypothesis is as follows:
1. Service quality has a significant effect on the image of the institution.
2. Service quality has a significant effect on CRM institutions.
3. Service quality has a significant effect on the satisfaction of training participants.
4. The image of the institution has a significant effect on the satisfaction of training participants.
5. The image of the institution has a significant effect on the training participants' WOM.
6. CRM has a significant effect on the satisfaction of trainees.
7. CRM has a significant effect on WOM trainees.
8. Participant satisfaction significantly influences the training participants' WOM.
III. RESEARCH METHODE
3.1 Research Subjects
The population of this study was 1,118 participants in the Hospitality LPKS and Cruise Ships in
Bakorwil I East Java in 2018.
Referring to the Slovin formula with a tolerance of 5%, then the sufficiency of the sample is = 295 respondents.
In this study, sampling was taken using the proportional random sampling method. Next, the sample size of
respondents for each location is determined by the proportional allocation formula as shown in Table 1.
Table 1. Population and Research Samples
No Regency / City Number of LPKS Population Sample
1 Kota Madiun 8 377 99
2 Kota Kediri 3 197 52
3 Kab. Kediri 3 242 64
4 Kab. Tulungagung 4 302 80
Total 18 1118 295
3.2 Research Measurement
Service quality variables were measured using 5 indicators adopted from Zeithtaml et al. (2003),
namely: tangible, responsiveness, reliability, assurance, and emphaty. The institutional image variable was
measured using 4 indicators adopted from Hawkins et al. (2007), namely: personality, reputation, value, and
corporate identity. CRM variables are measured using 4 indicators adopted from Buttle (2007), namely:
continuity marketing, one to one marketing, partnering program, experiential marketing. The participant
satisfaction variable was measured using 3 indicators adopted from Hawkins et al. (2007), namely: In line with
expectations, satisfied with service, and satisfied with training results. The words of mouth variable was
measured using 3 indicators adopted from Brown et al (2005), namely: the likelihood to generate word-ofmouth,
favorability of word-of-mouth generated, the likelihood to make purchase.
IV. RESULT AND DISCUSSIONS
4.1. Characteristics of Respondents
Broadly speaking, the majority of respondents are those who are in the 26-35 years age group. The
number of respondents in the 26-35 year age group was 47.8%, the number of respondents included in the 17-25
year age group was 43.7%, the 36-45 year age group was 08.5%, and the age group was over 45 years there is
no. Based on male sex 47.8%, while women consisted of 52.2%. Based on the education of the dominant
respondents, high school education was 68.1%, and the remaining diploma education was 31.9%. Based on the
length of the training, it appears that the majority of respondents attended the training for 1 month as much as
54.6%, for 2 months as much as 40% and 05.4% attended the training for 3 months.
4.2 Results Testing Instrument
The results of testing the validity showed significant for all indicators or the item in question, which
means that the indicators or items of questions for each of the variables included in the questionnaire have been
eligible validity. From the results of Pearson product moment correlation, it is known that all of the questionable
items on the questionnaire correlated significantly to the error rate of 5% (** <0.05), so we can say all of the
item in question is valid and can be processed further.
Reliability test results with test Cronbach alpha () in this study indicate that all variables of the study are
reliable, since the entire value of the alpha coefficient of each variable larger study of standardized (0.6), so that
each item question on measurement instruments can be used. The value of the corrected item total correlation of
the entire item in question is greater than 0.3.
The Influence of Service Quality on Word-Of-Mouth Participants Through Institution Images....
*Corresponding Author: Mokhtar Sayyid www.aijbm.com 4 | Page
4.3 Confirmatory Factor Analysis
Results of confirmatory factor analysis of the measurement model of research based on the results of
statistical tests, obtained value of the loading factor for each indicator forming a study variable is greater than 3,
therefore, all indicators of research variables are indicators that significantly shape each study variable (Table
2).
Table 2: Confirmatory Factor Analysis
Research variables Relationship C. R. Loading
Factor ()
Probability
Service
Quality
Image
Institution
CRM
Satisfaction
of Participants
WOM
Kual  tgs1
Kual  tgs2
Kual  tgs3
Kual  tgs4
Kual  tgs5
Citra  cl1
Citra  cl2
Citra  cl3
Citra  cl4
CRM  cr1
CRM  cr2
CRM  cr3
CRM  cr4
Puas  kp1
Puas  kp2
Puas  kp3
WOM  wo1
WOM  wo2
WOM  wo3
-
18,127
9,100
8,170
7,694
-
7,041
6,739
3,967
-
6,712
8,207
8,207
-
3,483
10,703
-
2,966
3,258
0,594
0,926
0,639
0,463
0,624
0,534
0,794
0,779
0,344
0,622
0,551
0,793
0, 305
0,544
0,332
0,744
0,594
0,398
0,552
0,000
0,000
0,000
0,000
0,000
0,000
0,000
0,000
0,000
0,000
0,000
0,000
0,000
0,000
0,000
0,000
0,000
0,000
0,000
4.4. Goodness of Fit Test
The results of data processing using a sample of 295 shows Chi-square is 451,582 with a
probability of 0.062. Meanwhile, from GFI, AGFI, TLI, CFI, RMSEA and CMIN / DF respectively 0.928,
0.913, 0.956, 0.967, 0.037 and 1.757, all within the range of acceptable values. The results are shown in
Fig. 2.
Figure 2: Coefficient of Research Model Path
The Influence of Service Quality on Word-Of-Mouth Participants Through Institution Images....
*Corresponding Author: Mokhtar Sayyid www.aijbm.com 5 | Page
4.5. Hypothesis testing
Hypothesis testing is done based on the estimated value of the parameters of the research model shown
in Table 3.
Table 3: Hypothesis Testing
H Relationship Standardized
Coefficient
C.R P Decision
H1 KUAL  CITRA 0,201 2,325 0,000 accepted
H2 KUAL  CRM 0,487 4,853 0,000 accepted
H3 KUAL  PUAS 0,116 2,613 0,000 accepted
H4 CITRA  PUAS 0,098 2,016 0,000 accepted
H5 CITRA  WOM 0,577 5,212 0,000 accepted
H6 CRM  PUAS 0,060 1,547 0,062 rejected
H7 CRM  WOM 0,257 2,061 0,000 accepted
H8 PUASWOM 0,940 7,953 0,000 accepted
V. CONCLUSION AND RECOMMENDATIONS
From the results of testing of the model in this study, the model is able to explain the relationship
between service quality, the image of the institution, customer relationship management, satisfaction and word-
of-mouth of the trainees, has concluded that the research model is the right model to describe word-of- mouth
private employment training institute in Bakorwil I East Java. The results of this study are very important
because there are stages of the influence of each factor and construct that runs in a tiered (recursive) manner, IE
service quality variables positively affect the institution's image variables, CRM, and participant satisfaction,
which in turn positively influences word- of-mouth trainees. The results of this study are a significant
contribution, especially in the theory of services marketing, especially marketing services in the field of
education and training.
Based on the results of the analysis and hypothesis testing, the following conclusions can be drawn: (1).
Service quality affects the image of the institution. This shows that the quality of service of private employment
training institutions that exist today, can encourage an increase in the image of the institution. The results of this
study are in accordance with the findings of Malik (2012), Hsin et al. (2009). (2). Service quality has an
influence on CRM, this shows that the quality of services that exist today, can drive the rise of CRM. The results
of this study are in accordance with the findings of Feliks ABK. Panjaitan (2012), Sutrisno et al. (2016), Rizka,
and Widji (2013). (3). Quality of service affects the satisfaction of participants, this shows that the quality of
services of private employment training institutions (LPKS) currently available, can encourage increased
participant satisfaction. The results of the study are in accordance with the findings of Hsin et al. (2009),
Moraga, and Barra (2013), Unidha M, (2017). (4). The image of the institution influences the satisfaction of the
trainees, this shows that the image of the existing institutions can encourage the increase in satisfaction of the
trainees. The results are in accordance with the findings of Malik (2012), Singgih (2008), Chan (2011). (5). The
image of the institution influences WOM, this shows that the image of the existing institution can encourage the
WOM's rise. The results of the study are in accordance with the findings of Rizan et al. (2012), Richard, and
Zhang (2012). (6). CRM does not significantly influence the satisfaction of LPKS training participants, this
shows that the current CRM, has not been able to encourage the increase in participant satisfaction. The results
of this study are not in accordance with the findings of Ejaz et al. (2013), Payne, and Frow (2009), Ryals, and
Knox (2001), Sinisalo et al. (2007). (7). CRM affects WOM LPKS trainees, this shows that the current CRM
can encourage WOM to rise. The results of the study are in accordance with the findings of Ghaziana et al.
(2016), Hakim et al. (2017). (8). The satisfaction of the participants has an effect on the WOM of LPKS training
participants, this shows that the satisfaction of the existing participants can encourage WOM to rise. The results
of the study are in accordance with the findings of Susanti (2009).
For the benefit of the company, as well as science, some suggestions are given as follows: Considering
the large role of the institution's image of the participants' WOM, it is recommended that companies always
maintain and improve the image of private vocational training institutions, because the image has an important
role in building the impression obtained by someone about the company based on one's knowledge and
experience of the company whether the company is good or not. Suggestions for other researchers should be
made to increase the scope of research, taking into account broader areas, as well as grouping and segregation of
respondents by district / city in East Java, in order to obtain a clearer picture of WOM participants in Private
Work Training. Future studies are also recommended to further examine the effect of Service Quality on
participants' Word-Of-Mouth through Institutional Image, Customer Relationship Management and Participant
Satisfaction by adding other variables and indicators, and expanding the scope of the research area. As the rapid
development of non-formal education, training institutions in East Java, the government is expected to make
The Influence of Service Quality on Word-Of-Mouth Participants Through Institution Images....
*Corresponding Author: Mokhtar Sayyid www.aijbm.com 6 | Page
regulations on the implementation of training, so that the output of training participants, in accordance with the
needs and desires of the labor market.
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*Corresponding Author: Mokhtar Sayyid 1
1
(Economics and Business, August 17, 1945 Surabaya University, Indonesia)

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  • 1. American International Journal of Business Management (AIJBM) ISSN- 2379-106X, www.aijbm.com Volume 3, Issue 1 (January 2020), PP 01-07 *Corresponding Author: Mokhtar Sayyid www.aijbm.com 1 | Page The Influence of Service Quality on Word-Of-Mouth Participants Through Institution Images, Customer Relationship Management and Satisfaction of Participants in Private Vocational Training Institutions in Bakorwil I East Java Mokhtar Sayyid 1 , Amiartuti Kusmaningtyas 2 , Nanis Susanti 3 1,2,3 (Economics and Business, August 17, 1945 Surabaya University, Indonesia) *Corresponding Author: Mokhtar Sayyid ABSTRACT: The research objective is to determine the effect of service quality on the word-of-mouth of participants through the image of the institution, customer relationship management and participant satisfaction at private worker training institutions (LPKS) in Bakorwil I East Java. A total of 1,118 populations and with the Slovin formula, a total sample of 295 respondents were participants of the LPKS Hospitality and Cruise Ship training institutions in Bakorwil I East Java in 2018. Sampling used proportional random sampling. Analysis using SEM. The results showed that: 1). Service quality affects the image of the institution, CRM, and participant satisfaction. 2). The image of the institution influences the satisfaction of the trainees, and WOM. 3). CRM has no significant effect on the satisfaction of trainees, and significant on WOM trainees. 4). The satisfaction of the participants has an effect on the WOM of LPKS training participants. Given the large role of the institution's image of WOM, it is recommended that companies always maintain and enhance the image of the institution, because the image has an important role in building the impression obtained by someone about the company based on one's knowledge and experience of the company whether the company is good or not. Suggestions for other researchers should be made to increase the scope of research, taking into account broader areas, as well as grouping and segregation of respondents by district / city in East Java, so that a clearer picture of WOM participants in Private Work Training (LPKS) is obtained. KEYWORDS: - Service Quality, Word-of-Mouth, Institutional Image, Customer Relationship Management, Participant Satisfaction I. INTRODUCTION Private employment training institutions are one of the important sectors that need to be considered for their role, in order to improve the competence of human resources and advance the standard of living of the community. Awareness of the importance of the quality of human resources has long been one issue that needs immediate attention from the government. An area will advance, if supported by competent human resources, where this will be possible if supported by adequate quality formal and non-formal education where competent human resources can become valuable assets to advance their region. Education and training is one way to form competent resources. At present, many training institutions have been established both owned by the government (public) and private. This shows that training institutions have become a necessity for the wider community. The increasing needs of the community for non-formal education, especially the Private Vocational Training Institution (LPKS), cause LPKS to become a strategic sector that is expected to produce quality human resources. This condition certainly creates quite a competitive competition among LPKS, which certainly makes every LPKS required to always improve the quality of training and institutional results. The development of private employment training institutions is quite rapid and spread in many cities / districts in East Java. In East Java there are currently 1,673 LPKS, with a capacity of 1,485,407 participants / year. The extent of the East Java region, and the large number of Hospitality and Tourism LPKS found in the Bakorwil I area, this research is focused only on the Bakorwil I region. The following is the development of the LPKS, especially in the Bakorwil I area of East Java, which has changed from time to time. The formulation of the problems in this dissertation research are is follows: (1), does the quality of service have a significant effect on the image of the LPKS institution in Bakorwil I East Java ?. (2), Does the quality of service have a significant effect on CRM participants of LPKS training institutions in Bakorwil I East Java ?. (3), Does the quality of service have a significant effect on the satisfaction of LPKS institutional training participants in Bakorwil I East Java ?. (4), Does the image of the institution significantly influence the satisfaction of LPKS training participants in Bakorwil I East Java ?. (5), Does the image of the institution have a
  • 2. The Influence of Service Quality on Word-Of-Mouth Participants Through Institution Images.... *Corresponding Author: Mokhtar Sayyid www.aijbm.com 2 | Page significant effect on WOM LPKS training participants in Bakorwil I East Java ?. (6), Does CRM have a significant effect on the satisfaction of LPKS training participants in Bakorwil I East Java ?. (7), Does the CRM participant significantly influence the WOM of LPKS training participants in Bakorwil I East Java ?. 8). Does participant satisfaction have a significant effect on the WOM of LPKS training participants in Bakorwil I East Java ?. II. LITERATURE REVIEW AND HYPOTHESES An understanding of consumer behavior is at the heart of marketing services. Without an understanding, companies cannot deliver services that can satisfy customers. Lovelock et al. (2011) said "Services are economic activities offered by one party to another party carried out within a certain time, in the form of an activity that will bring the desired results to the recipient, objects, and other assets that are the responsibility of the buyer". 2.1 Service quality Quality of service is any form of activity carried out by the company to meet consumer expectations. Services in this case are defined as services provided by the service owners in the form of convenience, speed, relationships, abilities and hospitality aimed at attitudes and properties in providing services for customer satisfaction (Kotler, 2015; Zeithtaml et al., 2003). 2.2 Institutional Image The image of an institution is the impression obtained from a person or community regarding an institution based on the knowledge and experience of a person or community about an institution whether the institution is good or not. (Hawkins et al., 2000; Alma, 2015). 2.3 Customer relationship management Customer relationship management (CRM) is an integrated business strategy that integrates internal and external factors, by analyzing customer data using information technology, in order to gain customer attention to achieve lifetime value so that companies and customers benefit and benefit (Buttle, 2007). 2.4 Participants' satisfaction Participant satisfaction is a response in the form of a feeling of satisfaction arising from the experience of participating in training programs and felling services when attending training, or a small part of that experience (Walker et al., 2001). 2.5 Words Of Mouth Word of mouth communication is the occurrence of saying positive things about the company and its products to other parties (Brown et al., 2005). 2.6 Theoretical Framework The variables used were explained as Fig. 1 and each relationship of an independent variable with dependent variable represent hypothesis. Figure 1. Conceptual Framework
  • 3. The Influence of Service Quality on Word-Of-Mouth Participants Through Institution Images.... *Corresponding Author: Mokhtar Sayyid www.aijbm.com 3 | Page 2.7 Research Hypotheses The research hypothesis is as follows: 1. Service quality has a significant effect on the image of the institution. 2. Service quality has a significant effect on CRM institutions. 3. Service quality has a significant effect on the satisfaction of training participants. 4. The image of the institution has a significant effect on the satisfaction of training participants. 5. The image of the institution has a significant effect on the training participants' WOM. 6. CRM has a significant effect on the satisfaction of trainees. 7. CRM has a significant effect on WOM trainees. 8. Participant satisfaction significantly influences the training participants' WOM. III. RESEARCH METHODE 3.1 Research Subjects The population of this study was 1,118 participants in the Hospitality LPKS and Cruise Ships in Bakorwil I East Java in 2018. Referring to the Slovin formula with a tolerance of 5%, then the sufficiency of the sample is = 295 respondents. In this study, sampling was taken using the proportional random sampling method. Next, the sample size of respondents for each location is determined by the proportional allocation formula as shown in Table 1. Table 1. Population and Research Samples No Regency / City Number of LPKS Population Sample 1 Kota Madiun 8 377 99 2 Kota Kediri 3 197 52 3 Kab. Kediri 3 242 64 4 Kab. Tulungagung 4 302 80 Total 18 1118 295 3.2 Research Measurement Service quality variables were measured using 5 indicators adopted from Zeithtaml et al. (2003), namely: tangible, responsiveness, reliability, assurance, and emphaty. The institutional image variable was measured using 4 indicators adopted from Hawkins et al. (2007), namely: personality, reputation, value, and corporate identity. CRM variables are measured using 4 indicators adopted from Buttle (2007), namely: continuity marketing, one to one marketing, partnering program, experiential marketing. The participant satisfaction variable was measured using 3 indicators adopted from Hawkins et al. (2007), namely: In line with expectations, satisfied with service, and satisfied with training results. The words of mouth variable was measured using 3 indicators adopted from Brown et al (2005), namely: the likelihood to generate word-ofmouth, favorability of word-of-mouth generated, the likelihood to make purchase. IV. RESULT AND DISCUSSIONS 4.1. Characteristics of Respondents Broadly speaking, the majority of respondents are those who are in the 26-35 years age group. The number of respondents in the 26-35 year age group was 47.8%, the number of respondents included in the 17-25 year age group was 43.7%, the 36-45 year age group was 08.5%, and the age group was over 45 years there is no. Based on male sex 47.8%, while women consisted of 52.2%. Based on the education of the dominant respondents, high school education was 68.1%, and the remaining diploma education was 31.9%. Based on the length of the training, it appears that the majority of respondents attended the training for 1 month as much as 54.6%, for 2 months as much as 40% and 05.4% attended the training for 3 months. 4.2 Results Testing Instrument The results of testing the validity showed significant for all indicators or the item in question, which means that the indicators or items of questions for each of the variables included in the questionnaire have been eligible validity. From the results of Pearson product moment correlation, it is known that all of the questionable items on the questionnaire correlated significantly to the error rate of 5% (** <0.05), so we can say all of the item in question is valid and can be processed further. Reliability test results with test Cronbach alpha () in this study indicate that all variables of the study are reliable, since the entire value of the alpha coefficient of each variable larger study of standardized (0.6), so that each item question on measurement instruments can be used. The value of the corrected item total correlation of the entire item in question is greater than 0.3.
  • 4. The Influence of Service Quality on Word-Of-Mouth Participants Through Institution Images.... *Corresponding Author: Mokhtar Sayyid www.aijbm.com 4 | Page 4.3 Confirmatory Factor Analysis Results of confirmatory factor analysis of the measurement model of research based on the results of statistical tests, obtained value of the loading factor for each indicator forming a study variable is greater than 3, therefore, all indicators of research variables are indicators that significantly shape each study variable (Table 2). Table 2: Confirmatory Factor Analysis Research variables Relationship C. R. Loading Factor () Probability Service Quality Image Institution CRM Satisfaction of Participants WOM Kual  tgs1 Kual  tgs2 Kual  tgs3 Kual  tgs4 Kual  tgs5 Citra  cl1 Citra  cl2 Citra  cl3 Citra  cl4 CRM  cr1 CRM  cr2 CRM  cr3 CRM  cr4 Puas  kp1 Puas  kp2 Puas  kp3 WOM  wo1 WOM  wo2 WOM  wo3 - 18,127 9,100 8,170 7,694 - 7,041 6,739 3,967 - 6,712 8,207 8,207 - 3,483 10,703 - 2,966 3,258 0,594 0,926 0,639 0,463 0,624 0,534 0,794 0,779 0,344 0,622 0,551 0,793 0, 305 0,544 0,332 0,744 0,594 0,398 0,552 0,000 0,000 0,000 0,000 0,000 0,000 0,000 0,000 0,000 0,000 0,000 0,000 0,000 0,000 0,000 0,000 0,000 0,000 0,000 4.4. Goodness of Fit Test The results of data processing using a sample of 295 shows Chi-square is 451,582 with a probability of 0.062. Meanwhile, from GFI, AGFI, TLI, CFI, RMSEA and CMIN / DF respectively 0.928, 0.913, 0.956, 0.967, 0.037 and 1.757, all within the range of acceptable values. The results are shown in Fig. 2. Figure 2: Coefficient of Research Model Path
  • 5. The Influence of Service Quality on Word-Of-Mouth Participants Through Institution Images.... *Corresponding Author: Mokhtar Sayyid www.aijbm.com 5 | Page 4.5. Hypothesis testing Hypothesis testing is done based on the estimated value of the parameters of the research model shown in Table 3. Table 3: Hypothesis Testing H Relationship Standardized Coefficient C.R P Decision H1 KUAL  CITRA 0,201 2,325 0,000 accepted H2 KUAL  CRM 0,487 4,853 0,000 accepted H3 KUAL  PUAS 0,116 2,613 0,000 accepted H4 CITRA  PUAS 0,098 2,016 0,000 accepted H5 CITRA  WOM 0,577 5,212 0,000 accepted H6 CRM  PUAS 0,060 1,547 0,062 rejected H7 CRM  WOM 0,257 2,061 0,000 accepted H8 PUASWOM 0,940 7,953 0,000 accepted V. CONCLUSION AND RECOMMENDATIONS From the results of testing of the model in this study, the model is able to explain the relationship between service quality, the image of the institution, customer relationship management, satisfaction and word- of-mouth of the trainees, has concluded that the research model is the right model to describe word-of- mouth private employment training institute in Bakorwil I East Java. The results of this study are very important because there are stages of the influence of each factor and construct that runs in a tiered (recursive) manner, IE service quality variables positively affect the institution's image variables, CRM, and participant satisfaction, which in turn positively influences word- of-mouth trainees. The results of this study are a significant contribution, especially in the theory of services marketing, especially marketing services in the field of education and training. Based on the results of the analysis and hypothesis testing, the following conclusions can be drawn: (1). Service quality affects the image of the institution. This shows that the quality of service of private employment training institutions that exist today, can encourage an increase in the image of the institution. The results of this study are in accordance with the findings of Malik (2012), Hsin et al. (2009). (2). Service quality has an influence on CRM, this shows that the quality of services that exist today, can drive the rise of CRM. The results of this study are in accordance with the findings of Feliks ABK. Panjaitan (2012), Sutrisno et al. (2016), Rizka, and Widji (2013). (3). Quality of service affects the satisfaction of participants, this shows that the quality of services of private employment training institutions (LPKS) currently available, can encourage increased participant satisfaction. The results of the study are in accordance with the findings of Hsin et al. (2009), Moraga, and Barra (2013), Unidha M, (2017). (4). The image of the institution influences the satisfaction of the trainees, this shows that the image of the existing institutions can encourage the increase in satisfaction of the trainees. The results are in accordance with the findings of Malik (2012), Singgih (2008), Chan (2011). (5). The image of the institution influences WOM, this shows that the image of the existing institution can encourage the WOM's rise. The results of the study are in accordance with the findings of Rizan et al. (2012), Richard, and Zhang (2012). (6). CRM does not significantly influence the satisfaction of LPKS training participants, this shows that the current CRM, has not been able to encourage the increase in participant satisfaction. The results of this study are not in accordance with the findings of Ejaz et al. (2013), Payne, and Frow (2009), Ryals, and Knox (2001), Sinisalo et al. (2007). (7). CRM affects WOM LPKS trainees, this shows that the current CRM can encourage WOM to rise. The results of the study are in accordance with the findings of Ghaziana et al. (2016), Hakim et al. (2017). (8). The satisfaction of the participants has an effect on the WOM of LPKS training participants, this shows that the satisfaction of the existing participants can encourage WOM to rise. The results of the study are in accordance with the findings of Susanti (2009). For the benefit of the company, as well as science, some suggestions are given as follows: Considering the large role of the institution's image of the participants' WOM, it is recommended that companies always maintain and improve the image of private vocational training institutions, because the image has an important role in building the impression obtained by someone about the company based on one's knowledge and experience of the company whether the company is good or not. Suggestions for other researchers should be made to increase the scope of research, taking into account broader areas, as well as grouping and segregation of respondents by district / city in East Java, in order to obtain a clearer picture of WOM participants in Private Work Training. Future studies are also recommended to further examine the effect of Service Quality on participants' Word-Of-Mouth through Institutional Image, Customer Relationship Management and Participant Satisfaction by adding other variables and indicators, and expanding the scope of the research area. As the rapid development of non-formal education, training institutions in East Java, the government is expected to make
  • 6. The Influence of Service Quality on Word-Of-Mouth Participants Through Institution Images.... *Corresponding Author: Mokhtar Sayyid www.aijbm.com 6 | Page regulations on the implementation of training, so that the output of training participants, in accordance with the needs and desires of the labor market. REFERENCES [1]. A. Ghaziana, M.H. Hossaini, and H. Farsijani, The effect of customer relationship management and its significant relationship by customers reactions in LG Company, Procedia Economics and Finance, 36, 2016, 42 – 50. [2]. A. Payne, and P. Frow, A Strategic Framework for Customer Relationship Management, Journal of Marketing, Vol. 69, October 2005, 167–176 [3]. A. Serra-Cantallops, J. Ramon-Cardona, and F. Salvi, The impact of positive emotional experiences on eWOM generation and loyalty, Spanish Journal of Marketing - ESIC, 22 (2), 2018, 142-162. [4]. A. Zeithaml, Valerie and M.J. Bitner, Service Marketing: Integrating Customer Focus Across the Firm, 3rd edition (New York: Irwin McGraw-Hill, 2003). [5]. B. Alma. Marketing Management and Marketing Services, Edisi Revisi (Bandung : Alfabeta, 2015). [6]. C. Lovelock, J. Wirtz, and J. Mussry. Marketing Services. 7th edition (Jakarta : Erlangga, 2011). [7]. C.T. Singgih, The Influence of Service Quality to Brand Image, Consumers Trust And Satisfaction of Course And Training Institution Among Senior High School Graduates In Java, 2008. Disertasi. Program Doktor Ilmu Ekonomi Universitas 17 Agustus Surabaya. [8]. C. Wu Chan, The impact of hospital brand image on service quality, patient satisfaction and loyalty, Journal Management, 6 (1), 2011, 43-56 [9]. D.I. Hawkins, D. L. Mothersbaugh, and R.J. Best. Consumer Behavior, 10th Edition (Australia : Mc Graw Hill, 2007). [10]. E.T. Moraga, C. Barra, The Effects of Service Quality on Customer Trust and Satisfaction in Internet Banking, Estudios de Administración, 20(1), 2013, 1-36. [11]. F.ABK. Panjaitan, and H. Panjaitan, Satisfaction Analysis Through Customer Relationship Management, Service Quality and Corporate Image, Proceedings of the National Seminar on Technology Management, MMT-ITS, Surabaya 14 Juli 2012 [12]. F. Buttle, Customer Relationship Management: Concepts and Technology (Oxford: Butterworth- Heinemann, imprint of Elsevier, 2007). [13]. Hsin-Hui (Sunny) Hu, J. Kandampully, T.D. Juwaheer, Relationships and Impacts of Service Quality, Perceived Value, Customer Satisfaction, and Image: An Empirical Study, The Service Industries Journal, 29(2), February 2009, 111–125. [14]. H.L.J. Walker, The Measurement of Word of Mouth Communication and an Investigation of Service Quality And Customer Commitment A Potential Antecedents, Journal of Service Research, 2011, 4(1), 60-75. [15]. J. Sinisalo, J. Salo, H. Karjaluoto and M. Leppa¨niemi, Mobile customer relationship management: underlying issues and challenges, Business Process Management Journal, 13(6), 2007, 771-787. [16]. J.E. Richard, and A. Zhang. Corporate Image, Loyalty, And Commitment In The Consumer Travel Industry. Marketing Management 28, 2012, 568-593 [17]. L. Hakim, Ujianto, N. Susanti . Influence of Customer Relationship Management, Brand Equity, Perceived Product Quality, Perceived Price on Customer Value and Purchase Intention (Studies Philips Light Bulb in Batam). International Journal of Economics and Finance, 9(7), 2017, 122-131. [18]. L. Ryals, S. Knox. Cross-Functional Issues in the Implementation of Relationship Marketing Through Customer Relationship Management, European Management Journal, 19(5), 2001, 534–542. [19]. M.E. Malik. Impact of Service Quality on Brand Image: Empirical Evidence from Hotel Industry. Journal of Business and Entrepreneurship, 1(1), Oktober 2011. [20]. M. Rizan, B. Saidani, Y. Sari. Pengaruh Brand Image dan Brand Trust Terhadap Brand Loyalty Teh Botol Sosro (Survey Konsumen Teh Botol Sosro di Food Court ITC Cempaka Mas, Jakarta Timur), Jurnal Riset Manajemen Sains Indonesia (JRMSI), 3(1), 2012 [21]. M. Rizka, and A. Widji, Customer Loyalty the Effects of Service Quality and The Mediating Role of Customer Relationship Marketing TelKom Speedy in Jember Area. Rev. Integr. Bus. Econ. Res. 2(1), 2013, 491-502 [22]. M . Unidha. The Effect of Service Quality on Trust and Loyalty for Giant Customers in Malang City, Arabian Journal of Business and Management Review, 7(5), 2017, 1-5. [23]. N. Susanti, Analysis of the Implications of Customer Satisfaction for Post-Purchase Behavior Through Testimonials in Internet Marketing Sites, Jurnal Manajemen Teori dan Terapan, Tahun 2, No.1, April 2009, 1-22.
  • 7. The Influence of Service Quality on Word-Of-Mouth Participants Through Institution Images.... *Corresponding Author: Mokhtar Sayyid www.aijbm.com 7 | Page [24]. P. Kotler. Marketing Management: Analysis, Planning, Implementation and Control (Surabaya: Perdana Printing Arts, 2015) [25]. R. Ejaz, M. Ashfaq Ahmed, Z. Ahmad, Impact of CRM Practices on Customers’ Behaviors, International Journal of Business and Management Invention, 2(7), July. 2013, 79-88. [26]. Sutrisno, I.A. Brahmasari, and H. Panjaitan. The Influence of Service Quality, & Customer Relationship Management (CRM) Of Patient Satisfaction, Brand Image, Trust, & Patient Loyalty on Indonesian National Army Level II Hospitals, International Journal of Business & Management Invention. 5 (5), 2016, 30-44. [27]. T.J., Brown, TE. Barry, PA. Dacin, RF. Gunst, Spreading The Words : Investigating Antecedents of Customer’s Positive Word of Mouth Intention And Behavior in Retailing Context, Academy of Marketing Science Journals, 33(2), 2005, 123-138 *Corresponding Author: Mokhtar Sayyid 1 1 (Economics and Business, August 17, 1945 Surabaya University, Indonesia)