Attracting tourists to travel companies’ websites: the structural relationship between website brand, personal value, shopping experience, perceived risk and purchase intention

This article aims to examine the structural relationship between website brand, personal value, shopping experience, perceived risk and purchase intention from travel websites. Built upon the theory of consumers’ perceived risk, a theoretical model was proposed and a questionnaire was developed. The fieldwork utilized responses from 409 participants who purchased travel items from websites of Malaysian travel companies. Partial least square (PLS) path modelling approach, a variance-based structural equation modelling (VB-SEM), was used to assess the overall goodness-of-fit tests, measurement and structural model. The results highlight different aspects related to the effectiveness and attractiveness of travel companies’ websites. Its unique finding highlights the importance of personal value as a user characteristic factor that can strongly affect online purchase intention. In addition, by combining user characteristics and website characteristic and examining them in a single model, this study provides a clear multidimensional picture of causal relationship between latent constructs in an online travel purchase context. Theoretical and practical implications of study results are discussed and suggestions for future research are provided.

[1]  J. W. Taylor The role of risk in consumer behavior. , 1974 .

[2]  Daniel W. Cook,et al.  Random Variables and Correlational Overkill , 1975 .

[3]  J. P. Peter Reliability: A Review of Psychometric Basics and Recent Marketing Practices , 1979 .

[4]  C. Fornell,et al.  Evaluating structural equation models with unobservable variables and measurement error. , 1981 .

[5]  Icek Ajzen,et al.  From Intentions to Actions: A Theory of Planned Behavior , 1985 .

[6]  James C. Anderson,et al.  STRUCTURAL EQUATION MODELING IN PRACTICE: A REVIEW AND RECOMMENDED TWO-STEP APPROACH , 1988 .

[7]  Fred D. Davis,et al.  User Acceptance of Computer Technology: A Comparison of Two Theoretical Models , 1989 .

[8]  Fred D. Davis Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology , 1989, MIS Q..

[9]  Soyeon Shim,et al.  Consumer intention to utilize electronic shopping , 1990 .

[10]  R. Bagozzi,et al.  Trying to Consume , 1990 .

[11]  F. Yammarino,et al.  Identifying Common Methods Variance With Data Collected From A Single Source: An Unresolved Sticky Issue , 1991 .

[12]  R. Garland The Mid-Point on a Rating Scale: Is it Desirable? , 1991 .

[13]  U. Sekaran,et al.  Research Methods for Business : A Skill Building Approach (5th Edition) , 1992 .

[14]  J. S. Long,et al.  Tests for Structural Equation Models , 1992 .

[15]  Kevin Lane Keller Conceptualizing, Measuring, and Managing Customer-Based Brand Equity , 1993 .

[16]  J. S. Long,et al.  Testing Structural Equation Models , 1993 .

[17]  Jack Sutcliffe ‘Managing Brand Equity: Capitalizing on the Value of a Brand Name’ , 1993 .

[18]  Larry J. Williams,et al.  Method Variance in Organizational Behavior and Human Resources Research: Effects on Correlations, Path Coefficients, and Hypothesis Testing , 1994 .

[19]  A. Ruttenberg,et al.  The theory of reasoned action as applied to brand loyalty , 1995 .

[20]  D. Aaker MEASURING BRAND EQUITY ACROSS PRODUCTS AND MARKETS , 1996 .

[21]  Bob E. Hayes,et al.  Measuring customer satisfaction : survey design, use, and statistical analysis methods , 1997 .

[22]  Colin Camerer,et al.  Not So Different After All: A Cross-Discipline View Of Trust , 1998 .

[23]  Rex B. Kline,et al.  Principles and Practice of Structural Equation Modeling , 1998 .

[24]  V. Mitchell Consumer perceived risk: conceptualisations and models , 1999 .

[25]  B. Byrne Structural equation modeling with EQS : basic concepts, applications, and programming , 2000 .

[26]  H. Raghav Rao,et al.  On risk, convenience, and Internet shopping behavior , 2000, CACM.

[27]  Michael R. Ward,et al.  Internet shopping, consumer search and product branding , 2000 .

[28]  T. Kline,et al.  Common Method Variance and Specification Errors: A Practical Approach to Detection , 2000, The Journal of psychology.

[29]  Sirkka L. Jarvenpaa,et al.  Consumer trust in an Internet store , 2000, Inf. Technol. Manag..

[30]  Kyung-Sun Kim,et al.  Implications of User Characteristics in Information Seeking on the World Wide Web , 2001, Int. J. Hum. Comput. Interact..

[31]  A. Parasuraman,et al.  Marketing to and serving customers through the internet: An overview and research agenda , 2002 .

[32]  Albert H. Segars,et al.  Knowledge Management: An Organizational Capabilities Perspective , 2001, J. Manag. Inf. Syst..

[33]  Edward E. Rigdon,et al.  Experiential value: Conceptualization, measurement and application in the catalog and Internet shopping environment. , 2001 .

[34]  Mary Ann Eastlick,et al.  An online prepurchase intentions model: The role of intention to search , 2001 .

[35]  Jaeki Song,et al.  Web Design in E-Commerce: A Theory and Empirical Analysis , 2001, ICIS.

[36]  Youn-Kyung Kim Consumer value: an application to mall and Internet shopping , 2002 .

[37]  B. Batjargal,et al.  Entrepreneurs' Access to Private Equity in China: The Role of Social Capital , 2002 .

[38]  Ting-Peng Liang,et al.  Effect of store design on consumer purchases: an empirical study of on-line bookstores , 2002, Inf. Manag..

[39]  Ping Zhang,et al.  CONSUMER ONLINE SHOPPING ATTITUDES ANDBEHAVIOR: AN ASSESSMENT OF RESEARCH , 2002 .

[40]  Han Yi,et al.  Trust and e-commerce: a study of consumer perceptions , 2003, Electron. Commer. Res. Appl..

[41]  Rolph E. Anderson,et al.  E‐satisfaction and e‐loyalty: A contingency framework , 2003 .

[42]  S. Forsythe,et al.  Consumer patronage and risk perceptions in Internet shopping , 2003 .

[43]  Lei Zhu,et al.  Online Consumer Behavior: A Review and Agenda for Future Research , 2003, Bled eConference.

[44]  Jonna Järveläinen,et al.  The impact of prior online shopping experience on future purchasing channel choice , 2003, ECIS.

[45]  Scott B. MacKenzie,et al.  Common method biases in behavioral research: a critical review of the literature and recommended remedies. , 2003, The Journal of applied psychology.

[46]  Gordon B. Davis,et al.  User Acceptance of Information Technology: Toward a Unified View , 2003, MIS Q..

[47]  Chanaka Jayawardhena,et al.  Personal values' influence on e-shopping attitude and behaviour , 2004, Internet Res..

[48]  Rajshekhar G. Javalgi,et al.  Sustainable Competitive Advantage of Internet Firms - A Strategic Framework and Implications for Global Marketers , 2005 .

[49]  Stuart Dillon,et al.  Perceived Risk, the Internet Shopping Experience and Online Purchasing Behavior: A New Zealand Perspective , 2005, J. Glob. Inf. Manag..

[50]  Jinkook Lee,et al.  An integrated model of risk and risk-reducing strategies , 2006 .

[51]  Paul E. Spector Method Variance in Organizational Research , 2006 .

[52]  T. Heatherton,et al.  A Structural Equation Model of Social Influences and Exposure to Media Smoking on Adolescent Smoking , 2006 .

[53]  Mark T. Spence,et al.  Decomposing the value of department store shopping into utilitarian, hedonic and social dimensions: Evidence from Finland , 2006 .

[54]  Changfeng Chen,et al.  Identifying Significant Factors Influencing Consumer Trust in an Online Travel Site , 2006, J. Inf. Technol. Tour..

[55]  Jacky Po Ching Chou Understanding user's perceived playfulness toward mobile information and entertainment services in New Zealand , 2006 .

[56]  Chechen Liao,et al.  Shopping motivations on Internet: A study based on utilitarian and hedonic value , 2007 .

[57]  J. Bloemer,et al.  Effects of personal values on customer satisfaction: An empirical test of the value percept disparity model and the value disconfirmation model , 2007 .

[58]  Peter Jones,et al.  Biometrics in retailing , 2007 .

[59]  A Research Note of Online Bidders' Conformity , 2007 .

[60]  S. Jang,et al.  The Effects of Perceived Price and Brand Image on Value and Purchase Intention: Leisure Travelers' Attitudes Toward Online Hotel Booking , 2007 .

[61]  Xianggui Qu,et al.  Multivariate Data Analysis , 2007, Technometrics.

[62]  Chiang ChunFang,et al.  The Effects of Perceived Price and Brand Image on Value and Purchase Intention: Leisure Travelers' Attitudes Toward Online Hotel Booking , 2007 .

[63]  Paul Jen-Hwa Hu,et al.  Examining customers' trust in online vendors and their dropout decisions: An empirical study , 2007, Electron. Commer. Res. Appl..

[64]  C. Jayawardhena,et al.  Consumers online: intentions, orientations and segmentation , 2007 .

[65]  Stuart J. Barnes,et al.  Initial trust and online buyer behaviour , 2007, Ind. Manag. Data Syst..

[66]  Kuo-Kuang Chu,et al.  A Study of the Effect of Risk-reduction Strategies on Purchase Intentions in Online Shopping , 2008, Int. J. Electron. Bus. Manag..

[67]  H. Raghav Rao,et al.  A trust-based consumer decision-making model in electronic commerce: The role of trust, perceived risk, and their antecedents , 2008, Decis. Support Syst..

[68]  Dong-Mo Koo,et al.  Personal values as underlying motives of shopping online , 2008 .

[69]  Wen-Bao Lin,et al.  Investigation on the model of consumers' perceived risk - integrated viewpoint , 2008, Expert Syst. Appl..

[70]  Brigitte Müller,et al.  The Branding Impact of Brand Websites: Do Newsletters and Consumer Magazines Have a Moderating Role? , 2008, Journal of Advertising Research.

[71]  Hsin Hsin Chang,et al.  The impact of online store environment cues on purchase intention: Trust and perceived risk as a mediator , 2008, Online Inf. Rev..

[72]  Francisco J. Molina-Castillo,et al.  Customer Knowledge Management and E-commerce: The role of customer perceived risk , 2008, Int. J. Inf. Manag..

[73]  S. Golicic,et al.  Branding a B2B service: Does a brand differentiate a logistics service provider? , 2008 .

[74]  Shawn M. Carraher,et al.  Are pay satisfaction and pay fairness the same construct , 2008 .

[75]  Eileen Bridges,et al.  Hedonic and utilitarian shopping goals: The online experience , 2008 .

[76]  Chao‐Min Chiu,et al.  Determinants of customer repurchase intention in online shopping , 2009, Online Inf. Rev..

[77]  Md. Nor Hayati Tahir,et al.  Website Quality and Consumer Online Purchase Intention of Air Ticket , 2009 .

[78]  Thijs L. J. Broekhuizen,et al.  Online purchase determinants: Is their effect moderated by direct experience? , 2009 .

[79]  Blanca Hernández Ortega,et al.  International Journal of Information Management , 2022 .

[80]  Eleri Jones,et al.  Perceived Risk and Risk-Relievers in Online Travel Purchase Intentions , 2009 .

[81]  鄭宇庭 行銷硏究 : Marketing research , 2009 .

[82]  S. Lennon,et al.  What induces online loyalty? Online versus offline brand images , 2009 .

[83]  M. Samadi,et al.  A Survey of the Effect of Consumers ’ Perceived Risk on Purchase Intention in E-Shopping , 2009 .

[84]  Seng-cho Timothy Chou,et al.  The moderating role of utilitarian/hedonic user motivation on user behaviour towards web 2.0 applications , 2009, ECIS.

[85]  Li Jiang,et al.  Trust and Electronic Government Success: An Empirical Study , 2008, J. Manag. Inf. Syst..

[86]  P. Neijens,et al.  Consumers' responses to brand websites: an interdisciplinary review , 2009, Internet Res..

[87]  Izak Benbasat,et al.  A Comprehensive Model of Perceived Risk of E-Commerce Transactions , 2010, Int. J. Electron. Commer..

[88]  Syed Shah Alam,et al.  What factors influence online brand trust: evidence from online tickets buyers in Malaysia , 2010, J. Theor. Appl. Electron. Commer. Res..

[89]  Tan Hoi Piew,et al.  The Effects of Shopping Orientations, Online Trust and Prior Online Purchase Experience toward Customers’ Online Purchase Intention , 2010 .

[90]  Ying-Hueih Chen,et al.  Website attributes that increase consumer purchase intention: A conjoint analysis , 2010 .

[91]  Lily Shui-Lien Chen,et al.  The impact of perceived risk, intangibility and consumer characteristics on online game playing , 2010, Comput. Hum. Behav..

[92]  J. Hair Multivariate data analysis : a global perspective , 2010 .

[93]  Mohd Hafiz Mohd Hanafiah,et al.  Tourism Demand in Malaysia: A cross-sectional pool time-series analysis , 2010 .

[94]  Wen-Chin Tsao,et al.  Exploring the impact of personality traits on online shopping behavior , 2010 .

[95]  Ching-Torng Lin,et al.  Examining e-travel sites: an empirical study in Taiwan , 2010, Online Inf. Rev..

[96]  J. Christopher Westland,et al.  Lower bounds on sample size in structural equation modeling , 2010, Electron. Commer. Res. Appl..

[97]  Thomas G. Reio,et al.  The Threat of Common Method Variance Bias to Theory Building , 2010 .

[98]  Jörg Henseler,et al.  On the convergence of the partial least squares path modeling algorithm , 2010, Comput. Stat..

[99]  Abhigyan Sarkar,et al.  Impact of Utilitarian and Hedonic Shopping Values on Individual's Perceived Benefits and Risks in Online Shopping , 2011 .

[100]  M. Siponen,et al.  Consumer Acceptance and Use of Information Technology: Adding consumption theory to UTAUT2 , 2011 .

[101]  Mahmud Al Kailani,et al.  Investigating Uncertainty Avoidance and Perceived Risk for Impacting Internet Buying: A Study in Three National Cultures , 2011 .

[102]  Rasid,et al.  Local Community Participation in Homestay Program Development in Malaysia , 2011 .

[103]  Shih-Ming Pi,et al.  The perceived risks of online shopping in Taiwan , 2011 .

[104]  Mark Sanderson,et al.  The effect of user characteristics on search effectiveness in information retrieval , 2011, Inf. Process. Manag..

[105]  Craig Standing,et al.  The Impact of the Internet in Travel and Tourism: A Research Review 2001–2010 , 2011 .

[106]  O. Moisescu,et al.  Perceived Risk, Price And Online Travel Agencies: Does Price Always Matter? , 2011 .

[107]  K. H. Hanzaee,et al.  A Review Of The Role Of Hedonic And Utilitarian Values On Customer's Satisfaction And Behavioral Intentions (A case study; customers of Fasham restaurants) , 2011 .

[108]  Dauw-Song Zhu,et al.  Mr. Risk! Please Trust Me: Website Acceptance of E-vendorWebsite in Taiwan , 2011 .

[109]  Marsha D. Loda Comparing Web sites: An Experiment in Online Tourism Marketing , 2011 .

[110]  Johye Hwang,et al.  Structural effects of cognitive and affective reponses to web advertisements, website and brand attitudes, and purchase intentions: The case of casual-dining restaurants , 2011 .

[111]  Martin Wetzels,et al.  Hierarchical latent variable models in PLS-SEM: guidelines for using reflective-formative type models , 2012 .

[112]  Syed Akhter Who spends more online? The influence of time, usage variety, and privacy concern on online spending , 2012 .

[113]  Changsu Kim,et al.  Factors influencing Internet shopping value and customer repurchase intention , 2012, Electron. Commer. Res. Appl..

[114]  Dauw-Song Zhu Mr . Risk ! Please Trust Me : Trust Antecedents that Increase Online Consumer Purchase Intention , 2012 .

[115]  Héctor San Martín,et al.  Influence of the user's psychological factors on the online purchase intention in rural tourism: integrating innovativeness to the UTAUT framework. , 2012 .

[116]  Scott B. MacKenzie,et al.  Common Method Bias in Marketing: Causes, Mechanisms, and Procedural Remedies , 2012 .

[117]  S. Forsythe,et al.  The role of product brand image and online store image on perceived risks and online purchase intentions for apparel , 2012 .

[118]  Binshan Lin,et al.  The mediating effect of website quality on Internet searching behavior , 2012, Comput. Hum. Behav..

[119]  Yuanfeng Cai,et al.  Personal values and mall shopping behaviour: The mediating role of intention among Chinese consumers , 2012 .

[120]  S. Mann Research Methods for Business: A Skill-Building Approach , 2013 .

[121]  Nosica Rizkalla,et al.  The effect of Store Image and Service Quality on Private Label Brand Image and Purchase Intention. Case Study: Lotte Mart Gandaria City , 2013 .

[122]  Manisha Singal,et al.  The effect of brand popularity statements on consumers' purchase intentions: the role of instrumental attitudes toward the act. , 2013 .

[123]  Haywantee Ramkissoon,et al.  Use of Structural Equation Modeling in Tourism Research , 2013 .

[124]  Norazah Mohd Suki Consumer shopping behaviour on the Internet: insights from Malaysia , 2013, Electron. Commer. Res..

[125]  Shane Mathews,et al.  The Effects of Portal Website Attitude and E-Services on Branding of E-Stores , 2013 .

[126]  E. Carvajal-Trujillo,et al.  Online drivers of consumer purchase of website airline tickets , 2013 .

[127]  C. Vogt,et al.  Modelling information use, image, and perceived risk with intentions to travel to East Asia , 2013 .

[128]  Marko Sarstedt,et al.  Goodness-of-fit indices for partial least squares path modeling , 2013, Comput. Stat..

[129]  M. Zaid,et al.  Investigating the Impact of Website Quality on Consumers’ Satisfaction in Jordanian Telecommunication Sector , 2013 .

[130]  S. Schwartz,et al.  A comparison of self-other agreement in personal values versus the Big Five personality traits , 2014 .

[131]  Wan Khairuzzaman Wan Ismail,et al.  Online social shopping: the impact of attitude, customer information quality, effectiveness of information content and perceived social presence , 2014 .

[132]  Aurélia Michaud Trevinal,et al.  Toward a conceptualization of the online shopping experience , 2014 .

[133]  S. Mohseni,et al.  The Impact of User Characteristics in Online Purchase Intention in Tourism Industry , 2014 .

[134]  C. Morosan Toward an integrated model of adoption of mobile phones for purchasing ancillary services in air travel , 2014 .

[135]  Mark A. Bonn,et al.  Wine attributes, perceived risk and online wine repurchase intention: The cross-level interaction effects of website quality , 2014 .

[136]  Alessandro Inversini,et al.  Selling rooms online: the use of social media and online travel agents , 2014 .

[137]  R. Law,et al.  Progress on information and communication technologies in hospitality and tourism , 2014 .

[138]  Chung-Ching Huang,et al.  Do Travel Product Types Matter? Online Review Direction and Persuasiveness , 2014 .

[139]  Thurasamy Ramayah,et al.  Analyzing the Use of Web 2.0 for Brand Awareness and Competitive Advantage: An Empirical Study in the Malaysian Hospitability Industry , 2014, Inf. Syst. Manag..

[140]  Hsiang-ting Chen,et al.  Blind savings or unforeseen costs? How consumers perceive the benefits and risks of using opaque travel selling Web sites , 2014 .

[141]  M. Uysal,et al.  Experience value: antecedents and consequences , 2014 .

[142]  Wan Khairuzzaman Wan Ismail,et al.  Online repatronage intention: an empirical study among Malaysian experienced online shoppers , 2014 .

[143]  Billy Bai,et al.  Internet marketing research in hospitality and tourism: a review and journal preferences , 2015 .

[144]  Jörg Henseler,et al.  Consistent Partial Least Squares Path Modeling , 2015, MIS Q..

[145]  Rob Law,et al.  Distribution channel in hospitality and tourism: Revisiting disintermediation from the perspectives of hotels and travel agencies , 2015 .

[146]  D. Hopkins The perceived risks of local climate change in Queenstown, New Zealand , 2015 .

[147]  Muslim Amin,et al.  Gender differences and consumer’s repurchase intention: the impact of trust propensity, usefulness and ease of use for implication of innovative online retail , 2015 .

[148]  Rob Law,et al.  Re-examining perceived usefulness and ease of use in online booking: The case of Hong Kong online users , 2015 .

[149]  H. El-Gohary,et al.  Muslim Tourist Perceived Value in the Hospitality and Tourism Industry , 2015 .

[150]  Jörg Henseler,et al.  Consistent and asymptotically normal PLS estimators for linear structural equations , 2014 .

[151]  Irena Pandža Bajs Tourist Perceived Value, Relationship to Satisfaction, and Behavioral Intentions The Example of the Croatian Tourist Destination Dubrovnik , 2015 .

[152]  J. Kandampully,et al.  Customer loyalty: a review and future directions with a special focus on the hospitality industry , 2015 .

[153]  Heesup Han,et al.  Luxury Cruise Travelers , 2015 .

[154]  A. Morrison,et al.  Travel blogs on China as a destination image formation agent: A qualitative analysis using Leximancer , 2015 .

[155]  Sajad Rezaei,et al.  Segmenting consumer decision-making styles (CDMS) toward marketing practice: A partial least squares (PLS) path modeling approach , 2015 .

[156]  Geoffrey S. Hubona,et al.  Using PLS path modeling in new technology research: updated guidelines , 2016, Ind. Manag. Data Syst..

[157]  Wann‐Yih Wu,et al.  Influences on the perceived value of medical travel: the moderating roles of risk attitude, self-esteem and word-of-mouth , 2016 .

[158]  Chi-Hua Li,et al.  The influence of trust and perceived playfulness on the relationship commitment of hospitality online social network-moderating effects of gender , 2016 .