Multiple linear regression analysis is chosen to find the relationship between the satisfaction of visitors at festival with festivalscape factors such as program content, staff, facilit
Trang 1UNIVERSITY OF ECONOMICS HO CHI MINH CITY
International School of Business
-
Nguyen Van Tho
FACTORS AFFECTING THE SATISFACTION
OF FESTIVAL VISITORS: EVIDENCE FROM VIETNAM
MASTER OF BUSINESS (Honours)
SUPERVISOR: DR CAO HAO THI
Trang 2UNIVERSITY OF ECONOMICS HO CHI MINH CITY
International School of Business
-
Nguyen Van Tho
FACTORS AFFECTING THE SATISFACTION
OF FESTIVAL VISITORS: EVIDENCE FROM VIETNAM
MASTER OF BUSINESS (Honours)
SUPERVISOR: DR CAO HAO THI
Ho Chi Minh City – Year 2014
Trang 3Secondly, I want the supervisory board know how much I appreciate them for providing
me with their available advices helped me to gain a better understanding of the subject and creating favorable conditions for me during period of the thesis
Furthermore, I would also like to express my deep gratitude to administrative offices of International School of Business – University of Economics Ho Chi Minh City for their administrative support, creating favorable conditions for me during the MBA course as well as during the time I do this research
Besides, I would like to give my sincere thanks to people who helped me to complete the survey and sincere sharing my study topic
Last but not least, I would like to send the most special thanks to my family, who are my motivation, they supported me by their love and faith in my abilities which have helped me
in my efforts to become a better researcher
Trang 4ABSTRACT
The main purpose of this study is to investigate key factors that affecting the satisfaction
of festival visitors in Vietnam Based on the literature reviews, this study proposes a conceptual framework
A quantitative study is applied via survey method by questionnaire with sample size investigated is 162 visitors who have ever attended festival in Vietnam to test theory, including their feeling and comments Multiple linear regression analysis is chosen to find the relationship between the satisfaction of visitors at festival with festivalscape factors such as program content, staff, facility, food, souvenir, convenience and information The results suggest that in order to have the satisfaction of tourists, it must focus on factors such as program content, facility, food, staff, souvenir, convenience These findings complement theory about behavior of visitors attending festival, providing planners as well
as administrators the way to design a festival effectively
Keywords: festivalscape, visitors’ satisfaction, Vietnam
Trang 5TABLE OF CONTENTS
ACKNOWLEGEMENTS i
ABSTRACT ii
TABLE OF CONTENTS iii
LIST OF ABBREVIATIONS v
LIST OF FIGURES vi
LIST OF TABLES vii
CHAPTER 1: INTRODUCTION 1
1.1 Problem statement 1
1.2 Research objectives 3
1.3 Research questions 3
1.4 Research scope 4
1.5 Research contribution 4
1.6 Research structure 4
CHAPTER 2: LITERATURE REVIEWS 6
2.1 Festivalscape 6
2.2 Satisfaction 9
2.3 Previous studies about festivalscape 10
2.4 Research model 11
2.4.1 Hypothesis 11
2.4.2 Conceptual framework 15
CHAPTER 3: RESEARCH METHODOLOGY 17
3.1 Item generation step 18
3.2 Quantitative pilot study 18
3.3 Quantitative main study 21
3.3.1 Data collection 21
3.3.1.1 Sample size 21
Trang 63.3.2 Methods of data analysis 23
3.3.2.1 Reliability measure by Cronbach’s Alpha analysis 23
3.3.2.2 Validity measure by EFA 23
3.3.2.3 Multiple regression analysis 24
CHAPTER 4: DATA ANALYSIS 27
4.1 Data collection 27
4.1.1 Filter the data 27
4.1.2 Coding 27
4.2 Descriptive statistics 27
4.3 Reliability analysis 30
4.4 Exploratory Factor Analysis 33
4.4.1 System of testing for EFA 33
4.4.2 The results of EFA model 33
4.5 Regression analysis 36
4.5.1 Testing of the fit level of model 36
4.5.2 Testing of regression coefficient 41
4.6 The hypothesis testing 41
4.6.1 Unstandardized regression coefficient 41
4.6.2 Standardized regression coefficient 43
CHAPTER 5: CONCLUSIONS AND RECOMMENDATIONS 45
5.1 Conclusions 45
5.2 Recommendations 47
5.3 Implications of the study 48
5.4 Limitation and further research 49
REFERENCES 50
APPENDIX 1: QUESTIONAIRE – ENGLISH VERSION 55
APPENDIX 2: QUESTIONAIRE – VIETNAMESE VERSION 59
APPENDIX 3: THE DATA ANALYSIS RESULTS 64
Trang 7LIST OF ABBREVIATIONS
KMO: Kaiser–Meyer–Olkin
EFA: Exploratory Factor Analysis
SPSS: Statistical Package Software for Social Science
Trang 8LIST OF FIGURES
Figure 2.1: Framework for Understanding Environment-User Relationships in Service
Organizations 7
Figure 2.2: Program content and festival visitors’ satisfaction 12
Figure 2.3: Staff and festival visitors’ satisfaction 12
Figure 2.4: Facility and festival visitors’ satisfaction 13
Figure 2.5: Food and festival visitors’ satisfaction 14
Figure 2.6: Souvenirs and festival visitors’ satisfaction 14
Figure 2.7: Convenience and festival visitors’ satisfaction 15
Figure 2.8: Information and festival visitors’ satisfaction 15
Figure 2.9: Research model 16
Figure 3.1: Research process 17
Figure 4.1: Model fit 32
Figure 4.2: Scatterplot 39
Figure 4.3: Normal P-P plot of regression standardized residual 40
Trang 9LIST OF TABLES
Table 3.1: Factors and items summary 20
Table 4.1: Coding the items of festivalscape factors 28
Table 4.2: The profile of respondents 29
Table 4.3: Reliability statistics 31
Table 4.4: KMO and Bartlett’s test 33
Table 4.5: Rotated component matrixa 34
Table 4.6: The retest of reliability analysis 35
Table 4.7: Model adjusted through reliability analysis and EFA 36
Table 4.8: Casewise diagnosticsa 37
Table 4.9: Model summaryb 37
Table 4.10: ANOVAa 38
Table 4.11: Correlations 38
Table 4.12: Coefficientsa 41
Table 4.13: Hypothesis testing 42
Table 4.14: The importance level of factors 43
Trang 10CHAPTER 1: INTRODUCTION
The first part of this chapter is the statement of tourism problem as well as the satisfaction
of festival visitors Then, this chapter shows the aims of the study in research objectives part and identifies the research questions And finally, in turn, this chapter provides scope, contribution and structure of this research
1.1 Problem statement
Nowadays, world tourism industry begins to have the sign of prosperity and its recovery speed is faster than any other economic industry In developing countries, tourism has been recognized as a motivation for economic development and contribute to poverty reduction and employment creation
Tourism means not only enjoying the scenic, the world natural heritage but also finding out, exploring indigenous cultures via famous festivals filled with cultural particularities
of each region, each country Besides, organizing festival is a method of tourist’s returning because it is the top attention of countries which are focusing on promoting the development of “smokeless industry” To have that returning decision, the tourists, first of all, must feel satisfied with that festival Therefore, studying about factors affecting the satisfaction of festival tourists has been researched by many researchers in around the world for many years such as Lee et al (2008), Özdemir & Çulha (2009), Yoon et al (2010), Grappi & Montanari (2011), Anil (2012), Mensah (2013)
In Vietnam, we cannot deny that “smokeless industry” has been confirmed its important position in the national economy However, overall Vietnam tourism industry is still not competitive enough on the international market, many visitors admired the beautiful landscape in Vietnam but just a few of them return the second time According to recent interviews, almost tourists need something more than just scenic, we only exploit the natural what available in Vietnam but not do anything to make them more beautiful, more attractive Therefore, besides traditional tourism elements such as scenic spots, world natural heritage, Vietnam’s tourism industry has organized many festivals which contain
Trang 11cultural characteristics of each regions of the country for tourists to explore the culture of the indigenous people In Online Conference for summarizing the management and organization of the festivals in 2013, Ministry of Culture and Information of Vietnam mentions that every year, there are more than 8000 festivals in Vietnam They include: traditional folk festivals, religious festivals and many festivals imported from abroad Among these diverse festivals, there are many festivals attracted a lot of tourists across the country as well as oversea such as Hue Festival, Da Lat Flower Festival, Ha Long Tourism Festival, Da Nang International Fireworks Festival The festivals contained characteristics of each locality not only introduce to foreign visitors a Vietnam which is dynamic, modern but rich in cultural traditions, diversifying the types of tourism products but also help Vietnamese tourists learn more about the abundant and diversity cultural of their hometown
Besides positives, festivals in Vietnam still exist the obvious weakness, which is about the quality of performance organization, products sold in festivals as well as service demands
of tourists In fact, the plans of organizing festivals are too widespread, lack of government’s management, lead to the triteness for the sense of festivals Moreover, although the infrastructure system has been invested to upgrade, it is still lack of uniformity among regions, and tourist sites The labor resources are numerous but still have weak constraint qualification Besides, there are many other problems caused by the shortage of profession in all preparing steps, inconsistence in organizing Those problems certainly make tourists afraid to visit and return because the factors about the profession in performance organization, staffs’ qualification as well as quality of products have direct or indirect effects on the satisfaction of tourists With the actual situation stated above, remedies are necessary for the development of Vietnam’s tourism In other words, finding out the factors affecting the satisfaction of domestic tourists is extremely important, because before making the tourists all over the world impressed, the background of history, the diversity and richness of the culture have to be judged perfectly by Vietnamese Therefore, government and the representative of functional departments have been
Trang 12proposed a series of measures to improve those problems, they urged businesses to invest, build, manage and train the friendly, professional organizing staff of the festival to attract tourists
These actions has proved that government and tourism investors really care and desire to improve dispensable problems and therefore they can impulse Vietnam tourism through the festivals which are deeply imbued with the national identity However, there is none (or very few) researches focus on discovering factors that effect on the attitude related to satisfaction of domestic tourists to the cultural festival
1.2 Research objectives
To help planners and tourism enterprises to have more basis to set out the strategic plan for the tourism market as well as implement the theories in this field, the aim of this study is to:
Determine factors which affecting to the visitors’ satisfaction when enjoying festivals
Trang 131.4 Research scope
Vietnam is a multi-nationality country with 54 ethnic groups so there are many festivals filled with cultural particularities of each region organized every years This means it is completely unfeasible to survey tourists’ comments at all festivals all over the country Therefore, the surveyed object is tourists attended the most famous festivals of Vietnam such as Hue Festival, Da Lat Flower Festival, Nha Trang Sea Festival, Ha Long Tourism Festival, Da Nang International Fireworks Festival and some other festivals
1.5 Research contribution
Basically, this study demonstrates that factors affecting the satisfaction of festival tourists has been recognized as an important motivation for tourism market development of our country because of its several benefits The analysis of the tourists’ satisfaction at festivals will help investors and tourism enterprises to arrange as well as redefine their portfolio then have more basis to set out the strategic plan for the tourism market, the contribution
to the field is threefold The first one is, determine factors which affecting to the visitors’ satisfaction at festival, this may help tourism marketers to understand their customers’ demand Second, analyzing the influences of these factors as well as discovering the relationship between the policy elements of festivals with the visitors’ satisfaction can help tourism planners to propose organization plans to overcome the shortcomings which affect demand of domestic tourists And finally, the recommendations are suggested to improve the visitors’ satisfaction when enjoying festivals in Vietnam
In addition, this study implements theories in this field-satisfaction research The findings should strengthen knowledge about tourist’s standard requirements about festivals they enjoyed in Vietnam
1.6 Research structure
Trang 14 The first chapter is “Introduction” which includes comprising problem statement, research objectives, research questions, research scope, research contribution and structure of research
The second is “Literature reviews”, this chapter summarizes concepts, theories, experiences and previous researches about the elements that affect to the satisfaction of festival visitors in Vietnam then gives research model includes hypotheses and conceptual framework used for the research
The next chapter is “Research methodology” which introduces about the research process, data collection and the methods of data analysis
The fourth is “Data analysis” chapter which reports the analysis results from collected data via the surveys
Finally, the last chapter is “Conclusions and recommendations” discussing about research results from “data analysis” chapter and giving the recommendations
Trang 15CHAPTER 2: LITERATURE REVIEWS
This chapter introduces about (1) festivalscape concept, the theories about (2) satisfaction Next, it mentions to (3) the previous studies about festivalscape as well as the results about the influence of factors which the previous researchers proposed from their studies, impact
to the visitors’ satisfaction at festivals And finally is the (4) model of the research which concludes the hypotheses and the conceptual framework
2.1 Festivalscape
The concept about “festivalscapes” is mentioned firstly by Lee et al (2008) According to Lee et al (2008), this concept based on the environmental psychology theory that statement tangible environment is a factor impact to emotion of customer in an environment, for example, retail environments or physical environments (Mehrabian & Russell, 1974) There are many cues build a festiavalscape, in which retail environments and service quality as well as customers’ satisfaction is typical cues (Lee et al., 2008)
With the retail environments, Lee et al (2008) defines that it similar a type of customer patronage while the physical environments influence to the service quality as well as customer’s satisfaction in a service is called servicescape (Bitner, 1990)
Booms & Bitner (1982) states servicescape is an environment that seller and buyer interact together through tangible commodities to take place a service, so the tangible influence internal responses and behaviors of customer (Baker et al., 1994) Next, Bitner (1992) gives the objective physical factors such as noise, quality, equipment, signage, lighting, color, style which is called physical surroundings influence to customer’s satisfaction and purchasing intentions And Bitner (1992) also states that every company can improve above objective physical factors to impact customer reactions
The servicescape includes three composite dimensions (see in Figure 2.1), these are (1) ambient conditions, (2) spatial layout and functionality (3) signs, symbols and artifacts (Bitner, 1992)
Trang 16Figure 2.1: Framework for Understanding Environment-User Relationships in Service Organizations
Attitude comfort exploration
Perceived Servicescape
Customer Response Moderators
Customer Response
Approach
ENVIRONMENTAL
DIMENSIONS
HOLISTIC ENVIRONMENTAL MODERATORS
INTERNAL RESPONSES BEHAVIOR
Signs Symbols
& Artifacts
ization symbolic meaning
categor- physical fit
Avoid Employee
Response Moderators
Employee Response
(opposite
of approach)
symbolic meaning
physical fit
(opposite
of approach)
Trang 17Some researchers define that ambient conditions are a factor impacts perceptions of human responses to the environment (Baker, 1987) Ambient conditions generally is influenced
by five main senses of the environment, they are temperature, lighting, noise, music and scent Besides, some imperceptible dimensions such as gases, infrasound and chemicals may be profound effects (Russell & Snodgrass, 1987) The second dimension is spatial layout and functionality is an important physical surroundings particularly According to Bitner (1992) “spatial layout refers to the ways in which machinery, equipment, and furnishings are arranged, the size and shape of those items, and the spatial relationships among them And functionality refers to the ability of the same items to facilitate performance and the accomplishment of goals” And the last dimension is signs, symbols and artifacts The signs can be the labels such as name of firm or department, the directional purposes such as entrances, exits and the behavior rules such as no smoking, children have
to been accompanied by adult, so on (Bitner, 1992) Signs may decrease perceived crowding and stress (Wener & Kaminoff, 1982) The communicating symbolic such as quality of materials, artwork, floor coverings, etc is displayed in the environment can create an overall aes-thetic impression (Bitner, 1992) So, can consider this symbol environmental objects impact less directly than signs For example, the restaurant image with plastic furnishings as well as bright lighting can symbolize the normal service and lower prices (Bitner, 1992)
Come back with the festivalscape, Lee et al (2008) define that cannot cite the entire list of festivalscape cues, for example, the relationship between the service environment in the retail stores and the restaurants is different (Yang et al., 2011) Therefore, basing on the background theory is servicescape, Lee et al (2008) states that the festivalscape is also having three basic background dimension, similar the servicescape, that is ambient conditions with temperature, air quality, noise, music, odors, etc (2) spatial layout and functionality with layout, equipment, furnishings, etc (3) signs, symbols and artifacts with signage, personal artifacts, style of décor, etc And expand more than with the retail atmosphere, specific, Lee et al (2008) define that the festivalscape includes seven
Trang 18dimensions may influence satisfaction of visitors at festivals, these are: “program content, staff demeanor, facility availability and quality, food perceptions, souvenir availability and quality, convenience, and information availability”
2.2 Satisfaction
The satisfaction of customer is their evaluation, which is about extent of product or service respond their wants and needs (Czepiel et al., 1974) In other definition, the satisfaction of customer is a pleasure or disappointment feeling when a performance or outcome of product is different or same likely his or her expectation (Kotler & Keller, 2006)
There are two type of satisfaction, the overall satisfaction and the attribute satisfaction The overall satisfaction is evaluation through purchasing and experience in goods and service (Anderson et al., 1994), is holistic evaluation after purchasing (Fornell, 1992) The attribute satisfaction is subjective evaluation of the customer from observations of attribute (Oliver, 1993) An attribute analysis has higher diagnostic value than an overall analysis because each question is respective with each attribute (Griffin & Hauser, 1993) The overall satisfaction and attribute satisfaction is suitable in the hospitality and tourism industry (Hughes, 1991) Therefore, with the festival in particular, the festival satisfaction is “a sum
of the experiences the attendees had at the festival” (McDowall, 2011) or “overall festival value evaluated by the composite of quality dimensions” (Yoon et al., 2010)
In addition, there is a problem which may influence to the satisfaction, that is demographic factors such as gender, age, education and income (Mensah, 2013) For example, women tourists evaluate about overall satisfaction with the intangible factor higher than men tourists (Ekinci et al., 2003) The age is also an important factor influence to the overall satisfaction, (Terry & Israel, 2004) However, the age and the marital status do not influence perception of tourists about the overall satisfaction (MacKay & Fesenmaier, 1997) Therefore, gender, age or marital status in particularly or the demographic in generally is not important factor in the overall satisfaction (Schofield & Thompson, 2007)
Trang 192.3 Previous studies about festivalscape
To examine how festivalscape cues influence patron emotions, satisfaction, Lee et al (2008) gives seven dimensions representing, these are convenience, staff, information, program content, facilities, souvenirs, and food quality The results show that festival program content is strong in driving positive emotion and patron satisfaction Next is facility quality dimension and finally is food quality also influences positive although the effect is not much
Whereas Özdemir & Çulha (2009) suppose that the dimensions such as festival area, staff, food, souvenirs, information, and convenience may have an effect on the visitors’ satisfaction level So to identify positive perception of the dimensions that constitute festival performance, multivariate data analysis gave the results is the “festival area” dimension affects satisfaction more strongly than other cues Besides, author also concludes that other independent variables have indirect positive effects on visitors’ satisfaction, in addition, when each independent variable is eliminated in sequence, the result is occur positive effect directly on visitors’ satisfaction
Next, Yoon et al (2010) claims that except for informational service, all the quality dimensions such as program, souvenirs, food, and facilities were positively related to festival value, improved festival satisfaction indirectly In which, the festival program is the dimension most strongly associated with value, like previous study of Lee et al (2008), while souvenirs, food, and facilities also influenced but less than “Since festival value is a starting point in affecting satisfaction, these four quality dimensions are presumed to be major contributors to festival satisfaction” Yoon et al (2010)
Similarly, Grappi & Montanari (2011) state that environment of a festival keeps an important role in affecting visitors’ re-patronizing intention This study mentions six dimensions representing festivalscape cues: program content, staffs’ behaviors, places and atmosphere, information and facilities, hotel and restaurant offers, and souvenir availability The result shows that the program content of festival is the most important
Trang 20places and atmosphere, hotel and restaurant offers, souvenir availability tend to affect the emotions Remaining, the information and facilities cue seem not affect
Finally, to identify factors related to the festivalscape that affect visitors’ satisfaction, Anil (2012) examines some variables such as the antecedents of the festival visitors’ satisfaction such as staff, festival area, food, souvenir, informational adequacy, and convenience Author finds three main dimensions impact to the festivalscape, these are the food, festival area and convenience In which food dimension is the strongest factor for visitors’ satisfaction, this is not in line with previous studies Other dimensions such as souvenir, staff, and informational adequacy, unexpectedly, do not influence the satisfaction The author explains that “the city and festival venue are small, more explicit information, guides and staff are either low or are regarded as unnecessary”
2.4 Research model
2.4.1 Hypothesis
From the theoretical background above with previous studies, to test the elements such as program content, staff, facility, food, souvenirs, convenience, information affect festival visitors’ satisfaction or not, this study poses following hypotheses as following:
Firstly, festival program content is strong in driving positive emotion and patron satisfaction (Lee et al., 2008) Like the claim of this research, the festival program is also stated that it is the dimension most strongly associated with value (Yoon et al., 2010) Therefore,
Hypothesis 1: There is a positive relationship between program content and festival visitors’ satisfaction
Hypothesis H1 is presented in Figure 2.2
Trang 21Figure 2.2: Program content and festival visitors’ satisfaction
Secondly, it is supposes that staff is one of dimensions have an effect on the visitors’ satisfaction level (Özdemir & Çulha, 2009) Although effects are less pronounced than others, staff behavior also appears to affect hedonism as well as satisfaction of attendees’ festival (Grappi & Montanari, 2011) Consequently,
Hypothesis 2: There is a positive relationship between staff and festival visitors’ satisfaction
Hypothesis H2 is presented in Figure 2.3
Figure 2.3: Staff and festival visitors’ satisfaction
- Kind guides and staff
- Quick responsiveness on request
- Willingness to help
- Enough knowledge about the festival
- Courteous guides and staff
- Number of event guides and staff
H 2 +
VISITORS’ SATISFACTION
VISITORS’ SATISFACTION
Trang 22Thirdly, facility quality is the second strong dimension which effect on satisfaction of tourist (Lee et al., 2008) The “festival area”, which is consisted of not only program content but also facility is dimension affects satisfaction more strongly than other cues (Özdemir & Çulha, 2009) As a result,
Hypothesis 3: There is a positive relationship between facility and festival visitors’ satisfaction
Hypothesis H3 is presented in Figure 2.4
Figure 2.4: Facility and festival visitors’ satisfaction
Fourthly, although the effect is not much, food quality also influences positive to the emotion of attendees’ festival (Lee et al., 2008) Specially, it is not in line with previous studies, food dimension is the strongest factor for visitors’ satisfaction at festival (Anil, 2012) Hence,
Hypothesis 4: There is a positive relationship between food and festival visitors’ satisfaction
Hypothesis H4 is presented in Figure 2.5
FACILITY
- Comfortable festival site
- Facilities of festival site
- Space/size of festival site
- Cleanness of festival site
- Atmosphere of festival site
- Layout of festival site
H 3 + VISITORS’
SATISFACTION
Trang 23
Figure 2.5: Food and festival visitors’ satisfaction
Fifthly, souvenir is one of elements have effect on satisfaction of tourists (Özdemir & Çulha, 2009) Moreover, it is also stated that souvenir is one of four quality dimensions which are presumed to be major contributors to festival satisfaction (Yoon et al., 2010) Accordingly,
Hypothesis 5: There is a positive relationship between souvenirs and festival visitors’ satisfaction
Hypothesis H5 is presented in Figure 2.6
Figure 2.6: Souvenirs and festival visitors’ satisfaction
Sixthly, convenience availability tend to affect the emotions of tourists (Grappi & Montanari, 2011) The convenience dimension which concludes convenient restrooms, adequate parking lots, and seating for events such as fashion shows, concerts, and resting directly has effect on satisfaction of tourists (Anil, 2012) Therefore,
VISITORS’ SATISFACTION
Trang 24Hypothesis 6: There is a positive relationship between convenience and festival visitors’ satisfaction
Hypothesis H6 is presented in Figure 2.7
Figure 2.7: Convenience and festival visitors’ satisfaction
Last but not least, information is also one dimension of satisfaction were derived from the factors (Özdemir & Çulha, 2009) As a result,
Hypothesis 7: There is a positive relationship between information and festival visitors’ satisfaction
Hypothesis H7 is presented in Figure 2.8
Figure 2.8: Information and festival visitors’ satisfaction
2.4.2 Conceptual framework
Also from theoretical background as well as hypotheses were gave, this study proposes a conceptual framework (see in Figure 2.9) including seven factors affect the festival visitors’ satisfaction: program content, staff, facility, food, souvenir, convenience and information
Trang 25Figure 2.9: Research model
In summary, after mentioning theories about festivalscape, satisfaction which basing on the previous studies, this study proposes that the visitors’ satisfaction at festival is positively affected by program content, staff, facility, food, souvenir, convenience and information Henceforth, this study develops a research model including seven hypotheses between the festivalscape factors and visitors’ satisfaction
STAFF FACILITY FOOD SOUVENIRS CONVENIENCE INFORMATION
Trang 26CHAPTER 3: RESEARCH METHODOLOGY
This chapter was a research process including three main parts Firstly was item generation step Secondly was quantitative pilot study And finally was quantitative main study, this part included two small parts were the data collection with the sampling method and sample size, next it presented about the methods of data analysis
According to Tho (2012), the research process included three steps, was presented as in Figure 3.1
Item generation
Quantitative pilot study
Quantitative main study
Figure 3.1: Research process
Questionnaire
In-depth Interviews
Delete low item - total correlation item
Conclusions & Recommendation
s
Reliability Analysis
Exploratory Factor Analysis
Regression Analysis
Delete low factor loading item
Trang 273.1 Item generation step
Based on the theories, previous research at the literature reviews chapter and after refinement, this study gave a draft questionnaire with the measurement scales were selected and grouped to 7 groups/factors according to their characteristics, they included: program content, staff, facility, food, souvenir, convenience, information Next it was conducted interviews with in-depth interview method by 3 people who were tour guides of Saigontourist company and joined in many festivals in Vietnam, all of them had long experiences and much knowledge about quality of festivals They commented about this draft questionnaire Then, the revision was performed to get the final draft questionnaire
3.2 Quantitative pilot study
The aim was to modify and refined the measures, from the final draft questionnaire, it was continued to conduct the second time involved a focus small group of 10 people with the questionnaire This step was implemented with group discussion technique via the conversations with friends and colleagues who had chance to take part in many festivals
In this testing, the real research object was interviewed in the research crowd However, the purpose of these interviews did not collect the data, its purpose was to evaluate the questionnaire, for example:
Do the research object understand rightly the question?
Do they have the information?
With questions in this questionnaire, do they supply the information?
Do their information they supply is necessary?
And it was considered whether modifying or improving because the content of last question
in the questionnaire was “suggest the interviewer contribute their private ideas”
In this pilot study progress, some comments were recorded as following:
Trang 28 In order to have a complete questionnaires for the factors affecting the satisfaction of tourists, this research consulted some references related to this topic According to (Lee
et al., 2008), the “Program content” factor contained 6 elements: Performance program, Experiential program, Interesting festival, Variety of events, Interpretation program, Well organized management and operation and Exhibition program But the meaning
of the “Exhibition program” was the same as “Variety of events”, so it was eliminated Besides, the objects for prospecting were domestic tourists so the element
“Interpretation program” was unnecessary for this research
The “Staff” factor in the study of Lee et al (2008) included 6 items which mentioned about the attitude of the staff at festivals: Kind guides and staff, Quick responsiveness
on request, Willingness to help, Courteous guides and staff, and Number of event guides and staff, but in this research, the “Courteous guides and staff” was deleted because it was divided into two elements which was more detailed, one mentions about the kindness and the other was about the willingness of the staff in Vietnam festivals
For items of the “Facility” factor, the item about the comfort and the layout of festival site should be deleted in this research because their content was inside the content of
“Space/size of festival site” Therefore, the rest of this factor were: Facilities of festival site, Space/size of festival site, Cleanness of festival site and Atmosphere of festival site
The “Food” factor in this research was agreed with (Lee et al., 2008) because all of them were necessary to clarify the satisfaction of domestic tourists In other words, this factor included four items: Quality of food, Price of food, Available traditional food and Variety of foods
It was reasonable that the “Souvenirs” factor was assessed on three criteria: variety, quality and price
The “Convenience” dimension was measure by basing on three elements: restroom, parking lot and rest area
Trang 29 In “Information” factor, signboards and pamphlets were two elements which be used in the questionnaire
After modifying in this second time, this research had a final questionnaire with 29 items were selected, which was sufficient, obvious and ready for the main interviews All of these items were categorized in 7 groups/factors according to their characteristics were shown in Table 3.1
Table 3.1: Factors and items summary
Program
content
1 Performance program
Lee et al (2008) Yoon et al (2010) Grappi & Montanari (2011)
2 Space/size of festival site
3 Cleanness of festival site
4 Atmosphere of festival site
Food
1 Quality of food
Lee et al (2008) Özdemir & Çulha (2009) Yoon et al (2010) Anil (2012)
2 Quality of souvenirs
3 Price of souvenirs
Trang 30Convenience
Yoon et al (2010) Anil (2012)
2 Parking lot
3 Rest area
Information 1 Installed signboards Lee et al (2008)
Özdemir & Çulha (2009)
2 Prepared pamphlets
Satisfaction
1 I feel very good with this festival Lee et al (2008)
Özdemir & Çulha (2009) Yoon et al (2010) Grappi & Montanari (2011)
Anil (2012) Mensah (2013)
2 I am satisfied with my decision to visit this festival
3 Overall, I am satisfied with this festival
3.3 Quantitative main study
The final questionnaire was sent to the real research object and conducting survey After interviewing, the questionnaire needed be edited the error data to increase their quality The questionnaires after editing steps was called completed questionnaire These completed questionnaires contained interviewed data at this time, was ready for data entry, summarizing and analyzing
3.3.1 Data collection
3.3.1.1 Sample size
This study applied the EFA analysis to test the validity and the multiple regression analysis
to test model and hypotheses, so in each case, needed to have enough the sample size to analyze
For factor analysis, Bollen (1989) gives the way to identify sample size n with formula
n > 5 * number of questions in questionnaires This study includes 32 questions, so the minimum sample size n for factor analysis is
n > 5 * 29 questions = 145 samples
Trang 31 For multiple regression, Tabachnick & Fidell (1991) give the way to identify sample size n with formula
n > 50 + 8 * k (which k is number of independent variables) This study has 7 independent variables, so the minimum sample size n for multiple regression is
n > 50 + 8 * 7 variables = 106 samples With principle, the bigger samples is better, so the minimum samples is chosen for this study is n ≥ 145 because in this case, the sample size is suitable for Exploratory Factor Analysis is also suitable for multiple regression analysis
3.3.1.2 Sampling method
The topic of this study was testing the factors impact to the satisfaction of the visitors who joined festivals in Vietnam, so the data source was used to in this research must be primary data source
This study was a quantitative study so there were carried out surveys with direct method
by face-to-face interview and indirect method by the online survey via the internet
Each one who was interviewed was asked to complete a questionnaire The questions were focus on factors influencing the satisfaction of the festival visitors as well as would be asked to rate in their order of importance of the factors that mentioned above and derived from literature And the items were applied interval scale with five - point of Likert scale including (1) strongly disagree, (2) disagree, (3) neutral, (4) agree and (5) strongly agree
As mentioned, the surveyed objects were tourists attended the festivals of Vietnam such as Hue Festival, Da Lat Flower Festival, Nha Trang Sea Festival, Ha Long Tourism Festival,
Da Nang International Fireworks Festival and some other festivals
Therefore, to have the wide coverage and high representative, the convenience sampling
Trang 32categorize 6 groups, including the group of visitors attended the Hue Festival, the group of visitors attended the Da Lat Flower Festival, the group of visitors attended the Nha Trang Sea Festival, the group of visitors attended the Ha Long Tourism Festival, the group of visitors attended Da Nang International Fireworks Festival and finally, the group of visitors attended the other festivals Next, the number of samples which was selected from each group was equal or had a difference not greater than 40% Besides, it must satisfy the condition that the total of selected samples from 6 groups was equal or greater than 145 as discussed above
3.3.2 Methods of data analysis
3.3.2.1 Reliability measure by Cronbach’s Alpha analysis
Firstly, it was conducted to test the reliability analysis to reject the low item-total correlation items (Tho, 2007) These items were not appropriate items as well as junk items
in the research process and the reliability of measuring scales evaluation
To test the reliability of measuring scales, the Cronbach’s Alpha coefficient was used to evaluate The Cronbach’s Alpha value of each factor was equal or greater than 7 which was reliable while any item had the corrected item - total correlation value which was less than 3 was deleted (Leech et al., 2005)
3.3.2.2 Validity measure by EFA
Next, the Exploratory Factor Analysis (EFA) method was implemented to test the validity
of each factor by rejecting low factor loading item (Tho, 2007)
To test the validity of measuring scales, the EFA method was used to evaluate In this research, there were seven factors affecting on visitors’ satisfaction at festival, EFA was used to create factors for each of the seven factors related Besides, EFA indicated factors
Trang 33which were closely correlated to festival visitors’ satisfaction According to Leech et al (2005), the factor analysis progress was performed as following:
a) System of testing for EFA
Testing the validity of EFA
The KMO value is equal or greater than 5, and certainly less than 1
Testing the correlation of observed variables in represent measurement scales
The Bartlett’s test of sphericity has statistically significant p less than 05
Testing the explained level of observed variables
b) Testing the result of EFA model
Factor loading criteria should be 55 to ensure a practical significance
Review whether the featured items of factors which were rearranged was different from the theory model at first or not
3.3.2.3 Multiple regression analysis
Finally, the hypotheses of study was tested as well as the relationship between variables in model through the multiple regression analysis was explored The multiple regression analysis was used to provide information on the accuracy about predictions, tested how well the regression model fits the collected data, determined the variation in the dependent variable explained the independent variables and tested hypotheses on the regression equation
The multiple regression analysis was performed to evaluate the relationship between seven independent variables which were “program content”, “staff”, “facility”, “food”,
“souvenirs”, “convenience” and “information” and a dependent variable was “festival visitors’ satisfaction” According to Leech et al (2005), the multiple regression analysis
Trang 34a) Testing the fit level of model
Assumption 1: No significant outliers or influential points
It had 3 signal to recognize the outliers or influential points
Outlier: Standardized Residual is greater than ±3 SDs
Leverage points: < 2 is safe; from 2 to 5 is risky; 5 or more is dangerous
Influential points: Cook’s Distance >1
Assumption 2: Independence of residuals (errors):
The explained level of model: R is the multiple correlation coefficient R can range in value from 0 to 1, with higher values indicating that the predicted values are more closely correlated to the dependent variable (i.e., the greater the value
of R, the better the independent variables are at predicting the dependent variable)
R2 is the coefficient of determination, present the proportion of variance in the dependent variable that can be explained by the independent variables
The fit level: tests whether the regression model is a good fit for the data
Assumption 3: No multicollinearity: Inspect the correlation coefficients
Inspect the correlation coefficients: If the correlation which is between independent variables is less than 7, it has no multicollinearity
Inspect the Tolerance/VIF values: If the Tolerance value is less than 1, or the VIF value is greater than 10, it has multicollinearity
Assumption 4: Homoscedasticity of residuals (equal error variances)
Assumption 5: Residuals (errors) are normally distributed
b) Testing regression coefficient
Trang 35In the “Coefficients” table, if any independent variable had Sig less than 05, it had significant correlation with dependent variable and otherwise, if any independent variable had Sig greater than 05, it had no significant correlation with dependent variable
In summary, this chapter introduced about the research methodology including research process, data collection progress and the methods of data analysis such as reliability measure by Cronbach’s Alpha analysis, validity measure by EFA and multiple regression analysis These discussed contents would be applied for data analysis and the results were presented in next chapter
Trang 36CHAPTER 4: DATA ANALYSIS
To clarify this research issue, the main purpose of this chapter was to analyze the data Firstly, this chapter analyzed the data collected from the respondents who had done the survey Secondly, it described the statistics in detail The next parts were reliability analysis and Exploratory Factor Analysis And finally, this chapter clearly showed the regression analysis between “factors of festivalscape” and “the visitors’ satisfaction”
4.1 Data collection
4.1.1 Filter the data
The total of number collected from the respondents was 173 cases All these cases were checked again, there were 1 case of blank sheets, 2 case did not fill in part 1, 4 cases did not fill in the part 3 which is general information part, 3 cases only chose with number 1
or 5, 1 case is under 18 years old but graduate university After rejecting the unreasonable cases, the number of sample size remained was 162, satisfied the condition with the minimum sample size was 145 which mentioned in the data collection part In these 162 answers, each case was marked by a reference number on it to find easily
Trang 37Table 4.1: Coding the items of festivalscape factors
Program content
PRO1 Performance program PRO2 Experiential program PRO3 Interesting festival PRO4 Variety of events PRO5 Well organized management and operation
Staff
STA1 Kind guides and staff STA2 Quick responsiveness on request STA3 Willingness to help
STA4 Enough knowledge about the festival STA5 Number of event guides and staff
Facility
FAC1 Facilities of festival site FAC2 Space/size of festival site FAC3 Cleanness of festival site FAC4 Atmosphere of festival site
Food
FOO1 Quality of food FOO2 Price of food FOO3 Available traditional food FOO4 Variety of foods
Souvenirs
SOU1 Variety of souvenirs SOU2 Quality of souvenirs SOU3 Price of souvenirs
Convenience
CON1 Restroom CON2 Parking lot CON3 Rest area
Information INF1 Installed signboards
INF2 Prepared pamphlets
Satisfaction
SAT1 I feel very good with this festival
SAT2 I am satisfied with my decision to visit this festival SAT3 Overall, I am satisfied with this festival
Trang 38Table 4.2: The profile of respondents
Characteristics of respondents Frequency Valid % Cumulative %
Trang 393 Da Nang International Fireworks
4.3 Reliability analysis
In the Table 4.3, all components had Cronbach’s Alpha were greater than 7, except the
“Information” component had Cronbach’s Alpha was 543 which was less than 7, so it was conducted to remove the “Information” component including 2 items are INF1 and INF2 Besides, all the corrected item - total correlation value of each item was greater than 3, so
no more item needed to remove
Trang 40Table 4.3: Reliability statistics
Scale Mean
if Item Deleted
Scale Variance
if Item Deleted
Corrected Item-Total Correlation
Cronbach’s Alpha if Item Deleted Cronbach’s Alpha of “Program content” component = 862
Cronbach’s Alpha of “Staff” component = 752
STA2 Quick responsiveness on
STA4 Enough knowledge
STA5 Number of event guides
Cronbach’s Alpha of “Facility” component = 831
FAC1 Facilities of festival site 11.980 3.434 709 763 FAC2 Space/size of festival site 12.170 3.630 632 799 FAC3 Cleanness of festival site 12.250 3.889 603 810 FAC4 Atmosphere of festival
Cronbach’s Alpha of “Food” component = 790
FOO3 Available traditional
Cronbach’s Alpha of “Souvenirs” component = 704