Journal of Environmental Treatment Techniques  
2019, Volume 7, Issue 4, Pages: 808-813  
J. Environ. Treat. Tech. ISSN:  
309-1185  
2
Journal weblink: http://www.jett.dormaj.com  
The Role of Muslim Tourist Satisfaction as a  
Mediating Factor in the Relationship Between  
Islamic Attributes of Destination and Service  
Quality on Desination Loyalty  
Reni Yuliviona 1,2*, Mokhtar Abdullah , Zuraini Alias 1,3, Sefnedi 1  
1,2  
1Faculty of Economy , Universiti Bung Hatta Padang, Indonesia  
Faculty of Business and Accountancy, Universiti Selangor, 40000 Shah Alam, Malaysia  
2
Received: 04/04/2019  
Accepted: 28/08/2019  
Published: 15/09/2019  
Abstract  
Muslim traveler is expanding and their travel expenditure estimated about USD 300 billion in 2026. As a Muslim country and  
have the most Muslim population in the world, Indonesia has less sensitivity to the Islamic destination and become ranking third in  
the Muslim tourist destination. However, their satisfaction on Islamic attribute and service quality toward destination have never been  
studied. Thus, this research study intends to investigate the tourist satisfaction as a mediating variable in the relationship between the  
Islamic attributes, service quality and destination loyalty among Malaysian Muslim tourists in the Padang city. A convenience  
sampling was implemented to gain the primary data of 160 Malaysian Muslim tourists visiting Padang city and only 119 usable  
replies. Data was analyzed using Partial Least Squares (PLS) structural equation method. The result showed a positive and significant  
influence of the service quality, the Islamic attributes and the tourist satisfaction on loyalty destination. The results also established  
that tourist satisfaction were positively and significantly influenced by the service quality and the Islamic attributes. This finding  
suggests that the tourism industry in Indonesia, especially in Padang must provide the Islamic attribute and quality service to the  
Muslim tourist satisfaction in order to motivate them to revisit Padang.  
Keywords: Islamic attributes, Service quality, Tourist satisfaction, Destination loyalty  
1
manage the tourism destination in Indonesia (8, 9). The theory  
1
Introduction  
of Muslim tourism, especially Muslim tourist satisfaction that  
relates to halal destination still has not developed. However,  
there exist several studies that explored physical Islamic  
attributes toward satisfaction and revisit intention (1-4) From  
the discussion above, this research study utilizesfour variables  
as stated; the quality of the service, Islamic attributes of the  
destination, the tourists' satisfaction and loyalty destination.  
Therefore, it is very important for Indonesian tourism to  
explore Muslim tourist satisfaction in order to increase their  
loyalty to revisit the destination. The goal of this study is to  
analyze empirically the impact of the tourist satisfaction as a  
mediating variable in the relationship between the quality of  
the service, the Islamic attributesand destinationloyalty of the  
Malaysian Muslim tourists visiting the Padang city. The  
Malaysian Muslim tourist is chosen as a respondent because  
they are the largest number tourist visiting in Padang.  
Halal tourism is currently one of the focused areas of  
marketing. Some countries are aware of halal tourism as an  
important niche market. The revenue from this niche market is  
estimated to be around USD 156 million by the year 2020.  
Additionally, the travel expenditure reaches USD 220 billion  
and the Muslimtravel expenditureis estimatedabout USD 300  
billion in 2026 (10). Halal tourism has just attained around  
2
0% of its development, even though Halal tourism in  
Indonesia is very extensive. Many elements like lack of  
Islamic cultural sensitivity, unsupported halal program,  
bureaucratic nature of halal certification played a vital role in  
the slow development of the Halal tourism in Indonesia. On  
the other hand, the government realized the potential of  
Indonesia tourism, but it has not been supported by the  
development of its with infrastructure and a good system to  
Corresponding author: Reni Yuliviona, (a) Faculty of Economy , Universiti Bung Hatta Padang, Indonesia, (b) Faculty of Business  
and Accountancy, Universiti Selangor, 40000 Shah Alam, Malaysia. E-mail: reniyuliviona@bunghatta.ac.id.  
808  
Journal of Environmental Treatment Techniques  
2019, Volume 7, Issue 4, Pages: 808-813  
Table 1: Global Muslim Travel Index 2017  
Muslim Countries (OIC)  
Non Muslim Countries (Non- OIC)  
Rank  
Country  
Malaysia  
Unites Arab Emirates  
Indonesia  
Turkey  
Score  
82.5  
76.9  
72.6  
72.4  
71.4  
70.5  
68.1  
69.7  
69.7  
Rank  
Country  
Singapore  
Thailand  
Score  
67.3  
61.8  
60.0  
53.6  
53.2  
52.8  
52.4  
52.1  
48.8  
48.6  
1
2
3
4
5
6
7
8
9
1
2
3
4
5
6
7
8
9
United Kingdom  
South Africa  
Hongkong  
Japan  
Saudi Arabia  
Qatar  
Morocco  
Oman  
Taiwan  
France  
Bahrain  
Spain  
1
0
Iran  
66.8  
10  
United States  
Source : Mastercard & Crescentrating, 2017  
who are satisfiedwiththe travel experiencesaremore probable  
to travel back to the same destination and shared their  
encouraging travel experiences with their contacts (6).  
Battour, Ismail, and Battor, also advocate the impact of  
achieving customer satisfaction may give impact to the  
company’s sustainibility and be more competitive (1). There  
are empirical attestations within the tourism industry that  
tourists’ satisfaction is a robust indicator of their intentions to  
revisit and recommend the destination to other travelers (7).  
Tourists who are satisfiedwith the travel experiencesare more  
probable to travel back to the same destination and along with  
it share their encouraging travel experiences with their  
contacts (6).  
2
Literature Review  
In this study three observed variables are: (1) quality of  
service; (2) Islamic attributes of destination; (3) satisfaction  
and (4,5) loyalty destination. In order to attain tourists’  
satisfaction, quality is theorized as a provider’s performance  
measured as well as a benchmark to stakeholders in the  
tourism industry.  
2.1 Islamic attributes on destination  
Muslim tourists are really concerned about their religious  
need at every time and place. The factors to serve the Muslim’s  
needs like providing and serving halal food, a prayer’s room  
facility, dress code and restricting gambling and alcoholic  
beverages are termed within Islamic attributes (2). These  
Islamic attributes are usually provided in the Islamic nations  
and as well as non-Islamic nations to entice the Muslim  
traveler segments. Islamic attribution is important to Muslim  
because it makes their worship easier and to avoid adultery,  
gambling, consumption of pork and others haram food such as  
alcohol. Study about motivating factors of Islamic tourist’s  
destination loyalty conducted by Rahman, in Kuala Lumpur  
stated that the good and proper Islamic attributescan motivate  
Muslim more on travelling (11).  
2
.4 Loyalty  
Tourist loyalty is highly essential in the tourism industry.  
For many tourist destinations, 50% of the total tourist arrival  
are repeatingvisitors. Travel destination can also be perceived  
as a product as it can be resold (revisiting the destination) and  
recommend to other networks of friends and family members  
who are potentialtourist. This study exploresthe role of tourist  
satisfaction as a mediator in the relationship between Islamic  
attributes, quality of service and destination loyalty among  
Malaysian Muslim tourists visiting Padang city. The  
hypotheses development in this study is stated below:  
2.2 Service Quality  
According to Žabkar et al., the quality of services will  
The hypotheses development in this study are stated below:  
influence tourist satisfaction, however, it is really crucial for  
the provider to provide it (15,16). Service quality is a holistic  
termindicatingthe overall evaluationof the intangibleoffering  
including destination, core products or services and all the  
supporting services (17). In the tourism industry, quality is  
created by the processes of service delivery, such as  
friendliness, courtesy and efficiency and outcomes of services  
13). On the other hand, Rahman et al. revealed that the  
relationship between perceived service quality and tourist’s  
satisfaction were significant and positive (12).  
H
1
:There is a significant effect of Islamic attributes on  
destination loyalty among Malaysian Muslim tourists  
visiting Padang city  
H2:There is a significant effect of quality of service on  
destination loyalty among Malaysian Muslim tourists  
visiting Padang city  
H
3
:There is a significant effect of Islamic attributes on tourist  
satisfaction among Malaysian Muslim tourists visiting  
Padang city  
(
H
4
:There is a significant effect of quality of service on tourist  
satisfaction among Malaysian Muslim tourists visiting  
Padang city  
2
.3 Satisfaction  
As a tourism provider, the Muslim tourist satisfaction is  
really significant. There are provent that tourists’ satisfaction  
are a robust indicator of their intentions to revisit and  
recommend the destination to other travellers (7). Tourists  
H5:There is a significant effect of tourist satisfaction on  
destination loyalty among Malaysian Muslim tourists  
visiting Padang city  
810  
Journal of Environmental Treatment Techniques  
2019, Volume 7, Issue 4, Pages: 808-813  
H
6
:Tourist satisfaction mediates significantly in the  
relationship between Islamic attributes and destination  
loyalty among Malaysian Muslim tourists visiting Padang  
city  
with 48.7% being females and 51.3 % being males. The  
majority of respondents(46.2%)were 28 - 38 years old, 39.5%  
and 7.6% of them were 39 - 49 years old and above 50 years  
old respectively. Only 6.7% of respondents were 17 - 27 years  
old. With respect to the income per month, the results  
displayed that more than 50% of the respondents have income  
less than RM 5,000 monthly. Furthermore, the most frequent  
travelling were 3  4 time per year with 38.37% and followed  
by 1-2 times 33.6%, and above 8 time only 5.7%.  
H7:Tourist satisfaction mediates significantly in the  
relationship between quality of service and destination  
loyalty among Malaysian Muslim tourists visiting in  
Padang city  
3
Methodology  
This study wanted to investigate the role of satisfaction as  
Table 3: Outer Model  
Factor Cronbach’s Composite  
mediating factors in the relationship between the relationship  
between Islamic attributes, quality of service and destination  
loyalty among MalaysianMuslimtouristsvisitingPadang city.  
A 5-point Likert scale was used to measure all the items which  
was later analyse by Smart PLS. The variable of Islamic  
attributeswas measuredby 17 items adaptedfrom (3). In order  
to measure service quality, this study adapted 6 items from  
Variables  
Items  
AVE  
loading  
alpha  
reliability  
IA1  
IA2  
IA3  
IA4  
IA5  
IA6  
IA7  
IA8  
0.762  
0.808  
0.771  
0.800  
0.791  
0.855  
0.932  
0.871  
(
17)Thisstudy’s measureof touristsatisfactionand destination  
loyalty comprised 9 items, with 4 items measuring tourist  
satisfaction (14), and 5 items measuring destination loyalty  
(
14)  
The questionnaires were set in English language and  
Islamic  
attribute  
IA9  
0.818  
0.971  
0.973  
0.683  
Bahasa Malaysia language. The targeted population of the  
research was Malaysian Muslim tourists visiting in Padang  
city. The research had been restricted to the sample due to the  
constraints of cost, time and the difficulty to attain all the  
respondents.The research study was conducted from February  
IA10  
IA11  
IA12  
IA13  
IA14  
IA15  
0.890  
0.797  
0.871  
0.810  
0.851  
0.839  
April 2018, and the data were collected via drop and pick  
survey of 5 hotels, after they fill in a questionnaire, then it  
collected in respectively.  
IA16  
IA17  
QS1  
0.827  
0.838  
0.810  
Table 2: Respondents’ Profile  
Percentage  
DemographyCategory  
Frequency  
(%)  
QS2  
QS3  
0.838  
0.763  
Gender  
Male  
61  
58  
51.3  
48.7  
Quality of  
service  
0
.912  
0.932  
0.695  
Female  
QS4  
0.850  
Age  
17 - 27 years old  
8
6.7  
QS5  
QS6  
ITS1  
0.854  
0.882  
0.961  
2
3
8 - 38 years old  
9 - 49 years old  
55  
47  
9
46.2  
39.5  
7.6  
50 years old  
Islamic  
tourist  
satisfaction  
ITS2  
0.883  
Income per  
Month  
0.930  
0.927  
0.950  
0.945  
0.827  
0.773  
RM. 2,000  
54  
45.4  
ITS3  
0.902  
RM 2,001 5,000  
RM 5,001 7,500  
27  
30  
8
22.7  
25.2  
6.7  
ITS4  
DL1  
DL2  
0.891  
0.932  
0.944  
RM 7,5001  
Travelling  
per year  
1
2 times  
40  
33.6  
Destination  
loyalty  
DL3  
0.922  
3
5
4 times  
7 times  
8 times  
46  
25  
8
38.7  
21.0  
5.7  
DL4  
DL5  
0.941  
0.908  
Table 3 displayed the resultsof validityand reliabilitytests  
or outer model. An item identified valid if the value of  
measurement loading at least 0.700. The results of this study  
found that the overall value of measurement loading is above  
4
Results and Findings  
The study utilized the purposive sampling method with  
19 respondents participating in the conducted survey. Partial  
1
0.700 so that it can be concluded that the construction of the  
Least Squares-based Structural Equation Modelling (PLS-  
SEM) was appliedto analyze the collected data. Table 2 shows  
the distribution of the participants on the basis of the gender  
variable is composed by a valid indicator. Furthermore, this  
study assessed the model’s internal consistency using three  
approaches namely, cronbach's alpha, composite reliability  
811  
Journal of Environmental Treatment Techniques  
2019, Volume 7, Issue 4, Pages: 808-813  
and average variance extracted (AVE). For a scale to be  
considered reliable, cronbach's alpha and composite reliability  
must be equal to or greaterthan 0.70. All the scales used in this  
study exceeded this threshold. AVE can also used to assess the  
reliabilityof a scale. Chiu suggested that if a scale has an AVE  
equal to or greater than 0.500 then it can be considered to be  
reliable(7). The AVE of this study’s scales ranged from 0.683  
to 0.827, exceeding the threshold value. The structural model  
or inner model was evaluated by using goodness of fit tests to  
see the percentage of variances. It is essential to observe the  
values of R-square for latent exogenous construct and the  
values of the path coefficients. The stability of this estimation  
was evaluated using t-tests, which was obtained through the  
bootstrapping procedure. The structural model was evaluated  
based on the R-square with similar interpretation to regression  
analysis. Table 4 above showed the result of discriminant  
validity by using Fornell-Larcker criterion. The diagonal bold  
value had higher scores compared to others. For instance, the  
coefficient correlation variable of destination loyalty and itself  
had 0.930 score and it had higher value compared to other  
variabels.  
The Table 5 displayed the values of R square adjusted  
higher than zero (0) for the two endogenous variables. The R  
square adjusted value of the destination loyalty was 0.689,  
indicating that 68.9% of the variance in the destination loyalty  
variable was explained by the Islamic attributes, quality of  
service and tourist satisfaction. Additionally, the R square  
adjusted value of tourist satisfaction was found to be 0.739,  
indicating that 73.9% of the variance of tourist satisfaction was  
explained by Islamic attributes and quality of service.  
Tabel 4: Discriminant Validity-Fornell-Larcker Criterion  
Destination Loyalty  
Islamic Attributes  
Islamic Tourist Satisfaction  
Quality of Service  
Destination Loyalty  
Islamic Attributes  
Islamic Tourist Satisfaction  
Quality of Service  
0.930  
0.082  
0.022  
0.347  
-
-
-
-
-
-
0.865  
0.153  
0.383  
0.954  
0.343  
0.884  
Table 5: R Square and R Square Adjusted  
Endogenous Variables  
R Square  
0.689  
R Square Asjusted  
Destination loyalty  
Tourist satisfaction  
0.687  
0.737  
0.739  
Figure 1: T-Statistics for the Path Analysis  
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Journal of Environmental Treatment Techniques  
2019, Volume 7, Issue 4, Pages: 808-813  
Table 6: Hypotheses Testing of the Study  
Direct effects  
Path coefficient  
0.266  
t-statistics  
2.279  
p-values  
0.023  
0.011  
0.008  
0.000  
0.013  
Islamic attribute Destination loyalty  
Quality of service Destination loyalty  
Islamic attribute Tourist satisfaction  
Quality of service Tourist satisfaction  
Tourist satisfaction Destination loyalty  
0.389  
2.554  
0.376  
2.681  
0.615  
4.381  
0.344  
2.491  
Indirect effects  
Islamic attribute Tourist satisfaction Destination loyalty  
Quality of service Tourist satisfaction Destination  
loyalty  
0.230  
0.212  
2.749  
2.035  
0.018  
0.042  
Figure 1 and Table 6 summarized the results related to the  
hypotheses testingof the study. The resultsof analysis showed  
that destination loyalty was found to be influenced  
significantly by islamic attribute (path coefficient = 0.266, t-  
statistics = 2.279, p-values=0.023), quality of service (path  
coefficient=0.389, t-statistics=2.554, p-values=0.011), and  
tourist satisfaction (path coefficient=0.344, t-statistics=2.491,  
p-values=0.013). These findings indicated that hypothesis 1, 2  
features of destination, the eminence of destination, tourists’  
satisfaction and their loyalty. Muslim tourists will be satisfied  
if the destinations have fulfilled their needs (1). According to  
Battour et al. (2). The advertising and marketing directed  
towards the Muslim travellers could be directed by the  
observation of the Islamic rules in the tourism events and  
activities in order to enhance the Muslimtravellersatisfaction.  
Thus, it is important for countries to ramp up a competitive  
strategic planning for tourism to absorb higher rate of tourist  
as well to be successful in achieving higher rates of Muslim  
tourist and encourage revisiting their countries. Other  
implications of this study are that the government and society  
need to increase the role of the tourism sector through halal  
attributes, destination attributes and service quality so as to  
increase the satisfaction of the tourists.  
1 2 5  
and 5 (H , H , and H ) were supported. Furthermore, the  
findings displayed that variables of islamic attribute (path  
coefficient = 0.376, t-statistics = 2.681, p-values=0.008) and  
quality of service (path coefficient=0.615, t-statistics=4.381,  
p-values=0.000) were found to have significant effects on  
3 4  
tourist satisfaction. Thus, hypothesis 3 and 4 (H and H ) were  
statistically upheld by the findings of this investigation.  
Additionally, the findings of the indirect effects revealed  
that tourist satisfaction mediated the relationship between  
islamic attribute (path coefficient = 0.230, t-statistics = 2.749,  
p-values=0.018), quality of service (path coefficient = 0.212,  
t-statistics = 2.035, p-values=0.042) and destination loyalty.  
5.2 Limitations and Directions for Future Research  
The limitation some of the study before conversing the  
directions for the future researches. The implementation of the  
cross sectional design in the study is the first constraint of the  
research study. In order to inspect the impact of the tourist  
satisfaction as a mediating factor in the connection amid the  
quality of service, Islamic attributes and destination loyalty,  
the study should also emphasis towards the utilization of the  
longitudinal research. Along with it, the future researches  
should replicate this research study in the other developing  
nations of Southeast Asia (such as, Thailand), in order to  
validate the results of this research study via the usage of the  
other developing nation as the targeted tourist destination.  
These findings could be concluded that hypothesis 6 and 7 (H  
and H ) were supported.  
6
7
5
Conclusion  
The present study has extended the literature on islamic  
attributes, service quality, tourist satisfaction, and destination  
loyalty. The results of this study found that islamic attributes  
and service quality have significant effect on tourist  
satisfaction and destination loyalty. It is also revealed that the  
variable of tourist satisfaction is have significant effect on  
destination loyalty. Furthermore, tourist satisfaction is proven  
as mediator of the relationship between Islamic attributes,  
service quality and destination loyalty. Thus, it is important  
for Indonesia government especiallay for Padang local  
government to ramp up a competitive strategic planning for  
tourism to absorb higher rate of tourist as well to be successful  
in achieving higher rates of Muslim tourist and encourage  
revisiting their countries. Other implications of this study are  
that the government and society need to increasethe role of the  
tourism sector through halal attributes, destination attributes  
and service quality so as to increase the satisfaction of the  
Muslim tourists.  
References  
1. Battour M, Ismail MN, Battor M. The impact of destination  
attributes on Muslim tourist's choice. International Journal of  
tourism research. 2011 Nov 1;13(6):527-40.  
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Battour M, Ismail MN. Halal tourism: Concepts, practises,  
challenges and future. Tourism management perspectives. 2016  
Jul 1;19:150-4.  
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Battour M, Ismail MN. The role of destination attributes in  
Islamic tourism. InSHS web of conferences 2014 (Vol. 12, p.  
01077). EDP Sciences.  
4. Bazazo I, Elyas T, Awawdeh L, Faroun M. The impact of Islamic  
attributes of destination on destination loyalty via the mediating  
effect of tourist satisfaction. International Journal of Business  
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Boediman EP. Halal Lifestyle in Marketing Communication of  
Tourism and Hospitality. International journal of Economic  
Research. 2017;14(4):429-38.  
5
.1 Practical Implications  
In light of the discoveries of the investigation, the  
formation of the travel quarters is influenced by the Islamic  
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