This study investigated consumers’ perceptions of music streaming features and how they might affect consumer satisfaction and purchase intention through consumption emotion. Streaming services become popular due to its competitive advantages characterized by value creation activities such as cost saving, songs accessibility and availability. The S-O-R theory is applied in the present study to understand the relationship between the product attributes of music streaming, including price, content quality, functionality, convenience, design and consumer behavior represented by consumer satisfaction and purchase intention, mediated by consumption emotion (both positive and negative). The data was collected through an online survey questionnaire and the sample is drawn from Indonesian respondents where a sample of 1,007 responses were recorded. Statistical procedures of the CFA and SEM were performed to analyze the collected data in order to examine the relationship among product attributes, consumer satisfaction, and purchase intention. The findings show that all the product attributes of music streaming services have a positive relationship with positive emotion. The design variable is the most well-known features among all product attributes of the music streaming services. Contrary to the previous studies, the functionality construct applied in the present study can be predicted by both positive and negative emotion. The results demonstrate that only positive emotion may influences consumer satisfaction and it may in turn affect the purchase intention of the consumer.

Abelson, R. P., Kinder, D. R., Peters, M. D., & Fiske, S. T. (1982). Affective and semantic components in political person perception. Journal of Personality and Social Psychology, 42(4), 619–630.
Adapa, A., Nah, F. F.-H., Hall, R. H., Siau, K., & Smith, S. N. (2018). Factors influencing the adoption of smart wearable devices. International Journal of Human–Computer Interaction, 34(5), 399–409.
Aguiar, L. (2017). Let the music play? Free streaming and its effects on digital music consumption. Information Economics and Policy, 41, 1–14.
Ahn, T., Ryu, S., & Han, I. (2007). The impact of Web quality and playfulness on user acceptance of online retailing. Information & Management, 44(3), 263–275.
Ajzen, & Fishbein, M. (1980). Understanding attitudes and predicting social behaviour.
Anckar, B., & D’Incau, D. (2002). Value Creation in Mobile Commerce: Findings from a Consumer Survey. Journal of Information Technology Theory and Application (JITTA), 4(1), 8.
Anderson, R. E. (1973). Consumer Dissatisfaction: The Effect of Disconfirmed Expectancy on Perceived Product Performance. Journal of Marketing Research, 10(1), 38–44.
Anderson, R. E., & Srinivasan, S. S. (2003). E-satisfaction and e-loyalty: A contingency framework. Psychology & Marketing, 20(2), 123–138.
Arora, R. (1982). Validation of an S-O-R Model for Situation, Enduring, and Response Components of Involvement. Journal of Marketing Research, 19(4), 505–516.
Austin, W., McGinn, N. C., & Susmilch, C. (1980). Internal standards revisited: Effects of social comparisons and expectancies on judgments of fairness and satisfaction. Journal of Experimental Social Psychology, 16(5), 426–441.
Babin, B. J., Darden, W. R., University, L. S., Shreveport, Lousiana, & Babin, L. A. (1998). Negative Emotions in Marketing Research: Affect or Artifact? Journal of Business Research, 42(3), 271–285.
Bagozzi, R P. (1986). Principles of marketing management. Chicago: Science Research Associates.
Bagozzi, Richard P., Gopinath, M., & Nyer, P. U. (1999). The Role of Emotions in Marketing. Journal of the Academy of Marketing Science, 27(2), 184–206.
Bai, B., Law, R., & Wen, I. (2008). The impact of website quality on customer satisfaction and purchase intentions: Evidence from Chinese online visitors. International Journal of Hospitality Management, 27(3), 391–402.
Barsky, J., & Nash, L. (2002). Evoking Emotion: Affective Keys to Hotel Loyalty. Cornell Hotel and Restaurant Administration Quarterly, 43(1), 39–46.
Bearden, W. O., & Teel, J. E. (1983). Selected Determinants of Consumer Satisfaction and Complaint Reports. Journal of Marketing Research, 20(1), 21–28.
Berry, L. L., Seiders, K., & Grewal, D. (2002). Understanding Service Convenience. Journal of Marketing, 66(3), 1–17.
Bhattacharjee, S., Lertwachara, K., Gopal, R. D., & Marsden, J. R. (2003). No more shadow boxing with online music piracy: strategic business models to enhance revenues. 36th Annual Hawaii International Conference on System Sciences, 2003. Proceedings of The, 11 pp.
Bhattacharjee, Sudip, Gopal, R. D., & Sanders, G. L. (2003). Digital Music and Online Sharing: Software Piracy 2.0? Commun. ACM, 46(7), 107–111.
Bhattacherjee, A. (2001). An empirical analysis of the antecedents of electronic commerce service continuance. Decision Support Systems, 32(2), 201–214.
Bloch, P. H. (1995). Seeking the Ideal Form: Product Design and Consumer Response. Journal of Marketing, 59(3), 16–29.
Booms, B. H., & Bitner, M. J. (1982). Marketing Services by Managing the Environment. Cornell Hotel and Restaurant Administration Quarterly, 23(1), 35–40.
Bradburn, N. M. (1969). The structure of psychological well-being. Oxford, England: Aldine.
Brislin, R. W. (1970). Back-translation for cross-cultural research. Journal of Cross-Cultural Psychology, 1(3), 185–216.
Bruce, M., & Whitehead, M. (1988). Putting design into the picture-the role of product design in consumer purchase behavior. Journal of the Market Research Society, 30(2), 147–162.
Card, S. K., Moran, T. P., & Newell, A. (1983). The Psychology of Human-Computer Interaction. Hillsdale, New Jersey: Lawerence Erlbaum Associates. Inc.
Carlson, J., Rahman, M., Voola, R., & De Vries, N. (2018). Customer engagement behaviours in social media: capturing innovation opportunities. Journal of Services Marketing, 32(1), 83–94.
Chang, H. J., & Jai, T.-M. (2015). Is fast fashion sustainable? The effect of positioning strategies on consumers’ attitudes and purchase intentions. Social Responsibility Journal, 11(4), 853–867.
Chang, H.-J., Eckman, M., & Yan, R.-N. (2011). Application of the Stimulus-Organism-Response model to the retail environment: the role of hedonic motivation in impulse buying behavior. The International Review of Retail, Distribution and Consumer Research, 21(3), 233–249.
Chen, J. V., Yen, D. C., & Chen, K. (2009). The acceptance and diffusion of the innovative smart phone use: A case study of a delivery service company in logistics. Information & Management, 46(4), 241–248.
Cheon, J., Lee, S., Crooks, S. M., & Song, J. (2012). An investigation of mobile learning readiness in higher education based on the theory of planned behavior. Computers & Education, 59(3), 1054–1064.
Chiang, C.-F., & Jang, S. S. (2007). The effects of perceived price and brand image on value and purchase intention: Leisure travelers’ attitudes toward online hotel booking. Journal of Hospitality & Leisure Marketing, 15(3), 49–69.
Chiang, K.-P., & Dholakia, R. R. (2003). Factors driving consumer intention to shop online: an empirical investigation. Journal of Consumer Psychology, 13(1), 177–183.
Chitturi, R., Raghunathan, R., & Mahajan, V. (2007). Form versus function: How the intensities of specific emotions evoked in functional versus hedonic trade-offs mediate product preferences. Journal of Marketing Research, 44(4), 702–714.
Cho, N., & Park, S. (2001). Development of electronic commerce user-consumer satisfaction index (ECUSI) for Internet shopping. Industrial Management & Data Systems, 101(8), 400–406.
Cho, W.-C., Lee, K. Y., & Yang, S.-B. (2018). What makes you feel attached to smartwatches? The stimulus–organism–response (S–O–R) perspectives. Information Technology & People.
Churchill Jr, G. A., & Surprenant, C. (1982). An investigation into the determinants of customer satisfaction. Journal of Marketing Research, 491–504.
Cohen, J. B., & Areni, C. S. (1991). Affect and consumer behavior.
Collier, J. E., & Kimes, S. E. (2013). Only if it is convenient: Understanding how convenience influences self-service technology evaluation. Journal of Service Research, 16(1), 39–51.
Collier, J. E., & Sherrell, D. L. (2010). Examining the influence of control and convenience in a self-service setting. Journal of the Academy of Marketing Science, 38(4), 490–509.
Cooper, R. G., & Kleinschmidt, E. J. (1987). New products: what separates winners from losers? Journal of Product Innovation Management: AN INTERNATIONAL PUBLICATION OF THE PRODUCT DEVELOPMENT & MANAGEMENT ASSOCIATION, 4(3), 169–184.
Cronin Jr, J. J., Brady, M. K., & Hult, G. T. M. (2000). Assessing the effects of quality, value, and customer satisfaction on consumer behavioral intentions in service environments. Journal of Retailing, 76(2), 193–218.
Cyr, D. (2008). Modeling web site design across cultures: relationships to trust, satisfaction, and e-loyalty. Journal of Management Information Systems, 24(4), 47–72.
Cyr, D., Head, M., & Ivanov, A. (2006). Design aesthetics leading to m-loyalty in mobile commerce. Information & Management, 43(8), 950–963.
Darwin, C. (1979). The expression of emotions in man and animals. London : Julian Friedmann ; New York : St. Martin’s Press.
Das, S. (1999). The availability of the fair use defense in music piracy and Internet technology. Fed. Comm. LJ, 52, 727.
Day, G. S. (1976). A two-dimensional concept of brand loyalty. In Mathematical models in marketing (pp. 89–89). Springer.
Day, R. L. (1984). Modeling choices among alternative responses to dissatisfaction. ACR North American Advances.
Day, R. L., & Landon, E. L. (1977). Toward a theory of consumer complaining behavior. Consumer and Industrial Buying Behavior, 95, 425–437.
Deng, L., & Poole, M. S. (2010). Affect in web interfaces: a study of the impacts of web page visual complexity and order. Mis Quarterly, 711–730.
Derbaix, C., & Pham, M. T. (1991). Affective reactions to consumption situations: A pilot investigation. Journal of Economic Psychology, 12(2), 325–355.
Dodds, W. B., Monroe, K. B., & Grewal, D. (1991). Effects of price, brand, and store information on buyers’ product evaluations. Journal of Marketing Research, 307–319.
Doerr, J., Benlian, A., Vetter, J., & Hess, T. (2010). Pricing of content services–an empirical investigation of music as a service. In Sustainable e-business management (pp. 13–24). Springer.
Donovan, R. J., Rossiter, J. R., Marcoolyn, G., & Nesdale, A. (1994). Store atmosphere and purchasing behavior. Journal of Retailing, 70(3), 283–294.
Dvorak, J. L. (2007). Moving wearables into the mainstream: Taming the Borg. Springer Science & Business Media.
E. Collier, J., L. Sherrell, D., Babakus, E., & Blakeney Horky, A. (2014). Understanding the differences of public and private self-service technology. Journal of Services Marketing, 28(1), 60–70.
Engel, J. F., Blackwell, R. D., & Miniard, P. W. (1995). Consumer behavior, 8th. New York: Dryder.
Eroglu, S. A., Machleit, K. A., & Davis, L. M. (2001). Atmospheric qualities of online retailing: A conceptual model and implications. Journal of Business Research, 54(2), 177–184.
Evanschitzky, H., Iyer, G. R., Hesse, J., & Ahlert, D. (2004). E-satisfaction: a re-examination. Journal of Retailing, 80(3), 239–247.
Faulkner, C., & Faulkner, C. (1998). The essence of human-computer interaction. Prentice Hall London.
Fetscherin, M., & Zaugg, S. (2004). Music piracy on peer-to-peer networks. E-Technology, e-Commerce and e-Service, 2004. EEE’04. 2004 IEEE International Conference On, 431–440. IEEE.
Fiore, A. M., & Kim, J. (2007). An integrative framework capturing experiential and utilitarian shopping experience. International Journal of Retail & Distribution Management, 35(6), 421–442.
Fishbein, M., & Ajzen, I. (1975). Belief, attitude, intention and behavior: An introduction to theory and research.
Folkes, V. S., Koletsky, S., & Graham, J. L. (1987). A field study of causal inferences and consumer reaction: the view from the airport. Journal of Consumer Research, 13(4), 534–539.
Fornell, C., & Larcker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of Marketing Research, 18(1), 39–50.
Gan, C., & Wang, W. (2017). The influence of perceived value on purchase intention in social commerce context. Internet Research, 27(4), 772–785.
Ganguly, B., Dash, S. B., Cyr, D., & Head, M. (2010). The effects of website design on purchase intention in online shopping: the mediating role of trust and the moderating role of culture. International Journal of Electronic Business, 8(4–5), 302–330.
Garvin, D. A. (1984). What Does “Product Quality” Really Mean? Sloan Management Review, 25.
Grace, D., Ross, M., & Shao, W. (2015). Examining the relationship between social media characteristics and psychological dispositions. European Journal of Marketing, 49(9/10), 1366–1390.
Gregan-Paxton, J., & John, D. R. (1997). Consumer learning by analogy: A model of internal knowledge transfer. Journal of Consumer Research, 24(3), 266–284.
Gupta, S., & Kim, H.-W. (2007). The moderating effect of transaction experience on the decision calculus in on-line repurchase. International Journal of Electronic Commerce, 12(1), 127–158.
Ha, Y., & Lennon, S. J. (2010). Effects of site design on consumer emotions: role of product involvement. Journal of Research in Interactive Marketing, 4(2), 80–96.
Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2014). Multivariate data analysis. /z-wcorg/.
Han, H., & Back, K.-J. (2007). Investigating the effects of consumption emotions on customer satisfaction and repeat visit intentions in the lodging industry. Journal of Hospitality & Leisure Marketing, 15(3), 5–30.
Han, H., & Back, K.-J. (2008). Relationships among image congruence, consumption emotions, and customer loyalty in the lodging industry. Journal of Hospitality & Tourism Research, 32(4), 467–490.
Hassenzahl, M., & Tractinsky, N. (2006). User experience-a research agenda. Behaviour & Information Technology, 25(2), 91–97.
Havlena, W. J., & Holbrook, M. B. (1986). The varieties of consumption experience: comparing two typologies of emotion in consumer behavior. Journal of Consumer Research, 13(3), 394–404.
Heward, K. (2009). A technology of their own: anti-mass sentiment and the high-end audio community. School of Communication-Simon Fraser University.
Holbrook, M. B. (1980). Some preliminary notes on research in consumer esthetics. ACR North American Advances.
Holbrook, M. B., & Anand, P. (1992). The effects of situation, sequence, and features on perceptual and affective responses to product designs: The case of aesthetic consumption. Empirical Studies of the Arts, 10(1), 19–31.
Holbrook, M. B., Chestnut, R. W., Oliva, T. A., & Greenleaf, E. A. (1984). Play as a consumption experience: The roles of emotions, performance, and personality in the enjoyment of games. Journal of Consumer Research, 11(2), 728–739.
Holbrook, M. B., & Zirlin, R. B. (1985). Artistic creation, artworks, and aesthetic appreciation: Some philosophical contributions to nonprofit marketing. Advances in Nonprofit Marketing, 1(1), 1–54.
Hoon Ang, S., Sim Cheng, P., Lim, E. A., & Kuan Tambyah, S. (2001). Spot the difference: consumer responses towards counterfeits. Journal of Consumer Marketing, 18(3), 219–235.
Hoque, A. Y., & Lohse, G. L. (1999). An information search cost perspective for designing interfaces for electronic commerce. Journal of Marketing Research, 387–394.
Hsiao, K.-L. (2013). Android smartphone adoption and intention to pay for mobile internet: Perspectives from software, hardware, design, and value. Library Hi Tech, 31(2), 216–235.
Hsiao, K.-L., & Chen, C.-C. (2018). What drives smartwatch purchase intention? Perspectives from hardware, software, design, and value. Telematics and Informatics, 35(1), 103–113.
Hsu, Chia-Lin, Chang, K.-C., & Chen, M.-C. (2012). The impact of website quality on customer satisfaction and purchase intention: perceived playfulness and perceived flow as mediators. Information Systems and E-Business Management, 10(4), 549–570.
Hsu, Chin-Lung, & Lin, J. C.-C. (2016). Effect of perceived value and social influences on mobile app stickiness and in-app purchase intention. Technological Forecasting and Social Change, 108, 42–53.
Hui, M. K., & Tse, D. K. (1996). What to tell consumers in waits of different lengths: An integrative model of service evaluation. The Journal of Marketing, 81–90.
IFPI Global Music Report 2018. (n.d.). Retrieved December 20, 2018, from https://www.ifpi.org/news/IFPI-GLOBAL-MUSIC-REPORT-2018
Izard, C. E. (1977). Human emotions. New York: Plenum Press.
Jacoby, J. (2002). Stimulus‐organism‐response reconsidered: an evolutionary step in modeling (consumer) behavior. Journal of Consumer Psychology, 12(1), 51–57.
Jang, S. S., & Namkung, Y. (2009). Perceived quality, emotions, and behavioral intentions: Application of an extended Mehrabian–Russell model to restaurants. Journal of Business Research, 62(4), 451–460.
Jansson, S. (2011). “ Listen to these Speakers”: Swedish Hi-fi Enthusiasts, Gender, and Listening. IASPM@ Journal, 1(2), 1–11.
Jiang, Z., Chan, J., Tan, B. C., & Chua, W. S. (2010). Effects of interactivity on website involvement and purchase intention. Journal of the Association for Information Systems, 11(1), 1.
Jung, Y., Perez-Mira, B., & Wiley-Patton, S. (2009). Consumer adoption of mobile TV: Examining psychological flow and media content. Computers in Human Behavior, 25(1), 123–129.
Keightley, K. (1996). ‘Turn it down!’she shrieked: gender, domestic space, and high fidelity, 1948–59 1. Popular Music, 15(2), 149–177.
Keller, P. A., & McGill, A. L. (1994). Differences in the relative influence of product attributes under alternative processing conditions: Attribute importance versus attribute ease of imagability. Journal of Consumer Psychology, 3(1), 29–49.
Kim, Jinwoo, & Lee, J. (2002). Critical design factors for successful e-commerce systems. Behaviour & Information Technology, 21(3), 185–199.
Kim, Jiwhan, Nam, C., & Ryu, M. H. (2017). What do consumers prefer for music streaming services?: A comparative study between Korea and US. Telecommunications Policy, 41(4), 263–272.
Kim, Jiyoung, & Lennon, S. J. (2013). Effects of reputation and website quality on online consumers’ emotion, perceived risk and purchase intention: Based on the stimulus-organism-response model. Journal of Research in Interactive Marketing, 7(1), 33–56.
Kim, Jiyoung, Yang, K., & Yong Kim, B. (2013). Online retailer reputation and consumer response: examining cross cultural differences. International Journal of Retail & Distribution Management, 41(9), 688–705.
Kotler, P., & Alexander Rath, G. (1984). Design: A powerful but neglected strategic tool. Journal of Business Strategy, 5(2), 16–21.
Kuo, Y.-F., Wu, C.-M., & Deng, W.-J. (2009). The relationships among service quality, perceived value, customer satisfaction, and post-purchase intention in mobile value-added services. Computers in Human Behavior, 25(4), 887–896.
Lam, C. K., & Tan, B. C. (2001). The internet is changing the music industry. Communications of the ACM, 44(8), 62–68.
Landy, F. J., Rastegary, H., Thayer, J., & Colvin, C. (1991). Time urgency: The construct and its measurement. Journal of Applied Psychology, 76(5), 644.
Laukkanen, T., & Lauronen, J. (2005). Consumer value creation in mobile banking services. International Journal of Mobile Communications, 3(4), 325–338.
Lee, G.-G., & Lin, H.-F. (2005). Customer perceptions of e-service quality in online shopping. International Journal of Retail & Distribution Management, 33(2), 161–176.
Lee, H.-J., & Yun, Z.-S. (2015). Consumers’ perceptions of organic food attributes and cognitive and affective attitudes as determinants of their purchase intentions toward organic food. Food Quality and Preference, 39, 259–267.
Lee, J. (2014). Visitors’ emotional responses to the festival environment. Journal of Travel & Tourism Marketing, 31(1), 114–131.
Lee, S., Ha, S., & Widdows, R. (2011). Consumer responses to high-technology products: Product attributes, cognition, and emotions. Journal of Business Research, 64(11), 1195–1200.
Lewis, R. C., & Chambers, R. E. (1989). Marketing leadership in hospitality. Foundations and practices. Van Nostrand Reinhold.
Li, Y.-M., & Yeh, Y.-S. (2010). Increasing trust in mobile commerce through design aesthetics. Computers in Human Behavior, 26(4), 673–684.
Lien, C.-H., Wen, M.-J., Huang, L.-C., & Wu, K.-L. (2015). Online hotel booking: The effects of brand image, price, trust and value on purchase intentions. Asia Pacific Management Review, 20(4), 210–218.
Lii, Y., & Sy, E. (2009). Internet differential pricing: Effects on consumer price perception, emotions, and behavioral responses. Computers in Human Behavior, 25(3), 770–777.
Lin, C.-P., & Ding, C. G. (2005). Opening the black box: assessing the mediating mechanism of relationship quality and the moderating effects of prior experience in ISP service. International Journal of Service Industry Management, 16(1), 55–80.
Maister, D. H. (1984). The psychology of waiting lines. Citeseer.
Mano, H., & Oliver, R. L. (1993). Assessing the dimensionality and structure of the consumption experience: evaluation, feeling, and satisfaction. Journal of Consumer Research, 20(3), 451–466.
Mazursky, D., & Jacoby, J. (1986). Exploring the development of store images. Journal of Retailing, 62(2), 145–165.
Mehrabian, A., & Russell, J. A. (1974). An approach to environmental psychology. the MIT Press.
Mehrabian, A., & Wixen, W. J. (1986). Preferences for individual video games as a function of their emotional effects on players. Journal of Applied Social Psychology, 16(1), 3–15.
Meyers-Levy, J., & Tybout, A. M. (1989). Schema congruity as a basis for product evaluation. Journal of Consumer Research, 16(1), 39–54.
Moore, J. (1996). On the relation between behaviorism and cognitive psychology. The Journal of Mind and Behavior, 345–367.
Namkung, Y., & Jang, S. C. (2010). Effects of perceived service fairness on emotions, and behavioral intentions in restaurants. European Journal of Marketing, 44(9/10), 1233–1259.
Nussbaum, B., & Port, O. (1988). Smart design. Business Week, 1, 102–117.
Oliver, R. L. (1981). Measurement and evaluation of satisfaction processes in retail settings. Journal of Retailing.
Oliver, R. L. (1993). Cognitive, affective, and attribute bases of the satisfaction response. Journal of Consumer Research, 20(3), 418–430.
Oliver, R. L. (1994). Conceptual issues in the structural analysis of consumption emotion, satisfaction, and quality: Evidence in a service setting. ACR North American Advances.
Oliver, R. L., & Swan, J. E. (1989a). Consumer perceptions of interpersonal equity and satisfaction in transactions: a field survey approach. The Journal of Marketing, 21–35.
Oliver, R. L., & Swan, J. E. (1989b). Equity and disconfirmation perceptions as influences on merchant and product satisfaction. Journal of Consumer Research, 16(3), 372–383.
Oliver Richard, L. (1997). Satisfaction: A behavioral perspective on the consumer. New York ˈ NY: Irwin-McGraw-Hill.
Oyedele, A., & Simpson, P. M. (2018). Streaming apps: What consumers value. Journal of Retailing and Consumer Services, 41, 296–304.
Pagani, M. (2004). Determinants of adoption of third generation mobile multimedia services. Journal of Interactive Marketing, 18(3), 46–59.
Park, K., Kwak, C., Lee, J., & Ahn, J.-H. (2018). The effect of platform characteristics on the adoption of smart speakers: Empirical evidence in South Korea. Telematics and Informatics, 35(8), 2118–2132.
Patanasiri, A., & Krairit, D. (2018). A Comparative Study of Consumers’ Purchase Intention on Different Internet Platforms. Mobile Networks and Applications, 1–15.
Pavlou, P. A. (2003). Consumer acceptance of electronic commerce: Integrating trust and risk with the technology acceptance model. International Journal of Electronic Commerce, 7(3), 101–134.
Pihlström, M., & Brush, G. J. (2008). Comparing the perceived value of information and entertainment mobile services. Psychology & Marketing, 25(8), 732–755.
Prince, R., & Mombour, W. (1967). A technique for improving linguistic equivalence in cross-cultural surveys. International Journal of Social Psychiatry, 13(3), 229–237.
Pura, M. (2005). Linking perceived value and loyalty in location-based mobile services. Managing Service Quality: An International Journal, 15(6), 509–538.
Ranganathan, C., & Ganapathy, S. (2002). Key dimensions of business-to-consumer web sites. Information & Management, 39(6), 457–465.
Ranganathan, C., & Grandon, E. (2002). An exploratory examination of factors affecting online sales. Journal of Computer Information Systems, 42(3), 87–93.
Rao, A. R., & Monroe, K. B. (1988). The moderating effect of prior knowledge on cue utilization in product evaluations. Journal of Consumer Research, 15(2), 253–264.
Ratneshwar, S., Shocker, A. D., Cotte, J., & Srivastava, R. K. (1999). Product, person, and purpose: putting the consumer back into theories of dynamic market behaviour. Journal of Strategic Marketing, 7(3), 191–208.
Rauschnabel, P. A., Brem, A., & Ivens, B. S. (2015). Who will buy smart glasses? Empirical results of two pre-market-entry studies on the role of personality in individual awareness and intended adoption of Google Glass wearables. Computers in Human Behavior, 49, 635–647.
Reichheld, F. F., & Schefter, P. (2000). E-loyalty: your secret weapon on the web. Harvard Business Review, 78(4), 105–113.
Richins, M. L. (1997). Measuring emotions in the consumption experience. Journal of Consumer Research, 24(2), 127–146.
Robert, D., & John, R. (1982). Store atmosphere: an environmental psychology approach. Journal of Retailing, 58(1), 34–57.
Royce, J. R. (1963). Factors as theoretical constructs. American Psychologist, 18(8), 522.
Salisbury, W. D., Pearson, R. A., Pearson, A. W., & Miller, D. W. (2001). Perceived security and World Wide Web purchase intention. Industrial Management & Data Systems, 101(4), 165–177.
Schultz, S. E., Kleine, R. E., & Kernan, J. B. (1989). ‘These are a few of my favorite things’: Toward an explication of attachment as a consumer behavior construct. Advances in Consumer Research, 16(1), 359–366.
Sherman, E., Mathur, A., & Smith, R. B. (1997). Store environment and consumer purchase behavior: mediating role of consumer emotions. Psychology & Marketing, 14(4), 361–378.
Sherman, E., & Smith, R. B. (1987). Mood states of shoppers and store image: promising interactions and possible behavioral effects. ACR North American Advances.
Slama, M. E., & Tashchian, A. (1987). Validating the SOR paradigm for consumer involvement with a convenience good. Journal of the Academy of Marketing Science, 15(1), 36–45.
Spotify and Kantar TNS Research, 2017. (n.d.). Retrieved December 20, 2018, from https://spotifyforbrands.com/id/news/the-new-audio-reaching-the-spotify-listener-in-indonesia/
Spreng, R. A., MacKenzie, S. B., & Olshavsky, R. W. (1996). A reexamination of the determinants of consumer satisfaction. The Journal of Marketing, 15–32.
Storm, C., & Storm, T. (1987). A taxonomic study of the vocabulary of emotions. Journal of Personality and Social Psychology, 53(4), 805.
Tao, Y., Chang, J., & Rau, P.-L. P. (2014). When China Encounters Smart TV: Exploring Factors Influencing the User Adoption in China. International Conference on Cross-Cultural Design, 696–706. Springer.
Thang, D. C. L., & Tan, B. L. B. (2003). Linking consumer perception to preference of retail stores: an empirical assessment of the multi-attributes of store image. Journal of Retailing and Consumer Services, 10(4), 193–200.
Tzou, R.-C., & Lu, H.-P. (2009). Exploring the emotional, aesthetic, and ergonomic facets of innovative product on fashion technology acceptance model. Behaviour & Information Technology, 28(4), 311–322.
Venkatesh, V., & Ramesh, V. (2002). Usability of web and wireless sites: Extending the applicability of the Microsoft usability guidelines instrument. Information Systems Technical Reports and Working Paper.
Voigt, K.-I., Buliga, O., & Michl, K. (2017). Business Model Pioneers.
Wagner, T. M., Benlian, A., & Hess, T. (2014). Converting freemium customers from free to premium—the role of the perceived premium fit in the case of music as a service. Electronic Markets, 24(4), 259–268.
Weijters, B., Goedertier, F., & Verstreken, S. (2014). Online music consumption in today’s technological context: Putting the influence of ethics in perspective. Journal of Business Ethics, 124(4), 537–550.
Westbrook, R. A. (1987). Product/consumption-based affective responses and postpurchase processes. Journal of Marketing Research, 258–270.
Westbrook, R. A., & Oliver, R. L. (1991). The dimensionality of consumption emotion patterns and consumer satisfaction. Journal of Consumer Research, 18(1), 84–91.
White, W. F. (1993). From SR to SOR: What every teacher should know. Education, 113(4), 620–630.
WINTEL 2017. (n.d.). Retrieved December 21, 2018, from http://winformusic.org/files/WINTEL%202017/WINTEL%202017.pdf
Wlömert, N., & Eggers, F. (2016). Predicting new service adoption with conjoint analysis: external validity of BDM-based incentive-aligned and dual-response choice designs. Marketing Letters, 27(1), 195–210.
Wlömert, N., & Papies, D. (2016). On-demand streaming services and music industry revenues—Insights from Spotify’s market entry. International Journal of Research in Marketing, 33(2), 314–327.
Woodside, A. G., Frey, L. L., & Daly, R. T. (1989). Linking sort/ice anlity, customer satisfaction, and behavioral intention. Journal of Health Care Marketing, 9(4), 5–17.
Woodworth, R. S., & Schlosberg, H. (1954). Experimental psychology. Oxford and IBH Publishing.
Wu, C.-S., Cheng, F.-F., & Yen, D. C. (2008). The atmospheric factors of online storefront environment design: An empirical experiment in Taiwan. Information & Management, 45(7), 493–498.
Wu, W.-Y., Lee, C.-L., Fu, C.-S., & Wang, H.-C. (2013). How can online store layout design and atmosphere influence consumer shopping intention on a website? International Journal of Retail & Distribution Management, 42(1), 4–24.
Yang, H., & Lee, H. (2018). Exploring user acceptance of streaming media devices: an extended perspective of flow theory. Information Systems and E-Business Management, 16(1), 1–27.
Yang, H., Yu, J., Zo, H., & Choi, M. (2016). User acceptance of wearable devices: An extended perspective of perceived value. Telematics and Informatics, 33(2), 256–269.
Yi, Y. (1990). A critical review of consumer satisfaction. Review of Marketing, 4(1), 68–123.
Yoffie, D. B. (1997). Competing in the Age of Digital Convergence Harvard Business School Press. Boston, MA, USA.
Yu, J., Lee, H., Ha, I., & Zo, H. (2017). User acceptance of media tablets: an empirical examination of perceived value. Telematics and Informatics, 34(4), 206–223.
Zeithaml, V. A. (1988). Consumer perceptions of price, quality, and value: a means-end model and synthesis of evidence. The Journal of Marketing, 2–22.
Zeithaml, V. A., Berry, L. L., & Parasuraman, A. (1996). The behavioral consequences of service quality. The Journal of Marketing, 31–46.
Zhang, H., Lu, Y., Gupta, S., & Gao, P. (2015). Understanding group-buying websites continuance: An extension of expectation confirmation model. Internet Research, 25(5), 767–793.
Ziamou, P., & Ratneshwar, S. (2002). Promoting consumer adoption of high‐technology products: Is more information always better? Journal of Consumer Psychology, 12(4), 341–351.