{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,13]],"date-time":"2026-07-13T22:28:09Z","timestamp":1783981689420,"version":"3.55.0"},"reference-count":133,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2019,9,22]],"date-time":"2019-09-22T00:00:00Z","timestamp":1569110400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2019,9,22]],"date-time":"2019-09-22T00:00:00Z","timestamp":1569110400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Electron Commer Res"],"published-print":{"date-parts":[[2021,6]]},"DOI":"10.1007\/s10660-019-09381-4","type":"journal-article","created":{"date-parts":[[2019,9,22]],"date-time":"2019-09-22T04:02:22Z","timestamp":1569124942000},"page":"545-570","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":121,"title":["Four generational cohorts and hedonic m-shopping: association between personality traits and purchase intention"],"prefix":"10.1007","volume":"21","author":[{"given":"Sabina","family":"Lissitsa","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ofrit","family":"Kol","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2019,9,22]]},"reference":[{"issue":"1","key":"9381_CR1","doi-asserted-by":"crossref","first-page":"60","DOI":"10.1509\/jmkr.37.1.60.18718","volume":"37","author":"R Dhar","year":"2000","unstructured":"Dhar, R., & Wertenbroch, K. (2000). Consumer choice between hedonic and utilitarian goods. Journal of Marketing Research, 37(1), 60\u201371.","journal-title":"Journal of Marketing Research"},{"issue":"9\/10","key":"9381_CR2","doi-asserted-by":"crossref","first-page":"1154","DOI":"10.1108\/03090560910976410","volume":"43","author":"T Hansen","year":"2009","unstructured":"Hansen, T., & M\u00f8ller Jensen, J. (2009). Shopping orientation and online clothing purchases: The role of gender and purchase situation. European Journal of Marketing, 43(9\/10), 1154\u20131170.","journal-title":"European Journal of Marketing"},{"issue":"2","key":"9381_CR3","doi-asserted-by":"crossref","first-page":"1","DOI":"10.4018\/IJOM.2018040101","volume":"8","author":"KD Strang","year":"2018","unstructured":"Strang, K. D. (2018). Consumer behavior in online risky purchase decisions: Exploring trustworthiness across culture. International Journal of Online Marketing (IJOM), 8(2), 1\u201326.","journal-title":"International Journal of Online Marketing (IJOM)"},{"issue":"6","key":"9381_CR4","doi-asserted-by":"crossref","first-page":"739","DOI":"10.1108\/02635570910968018","volume":"109","author":"J Ald\u00e1s-Manzano","year":"2009","unstructured":"Ald\u00e1s-Manzano, J., Ruiz-Maf\u00e9, C., & Sanz-Blas, S. (2009). Exploring individual personality factors as drivers of M-shopping acceptance. Industrial Management & Data Systems, 109(6), 739\u2013757.","journal-title":"Industrial Management & Data Systems"},{"issue":"3","key":"9381_CR5","first-page":"124","volume":"46","author":"S Lee","year":"2006","unstructured":"Lee, S., & Park, S. (2006). Improving accessibility and security for mobile phone shopping. Journal of Computer Information Systems, 46(3), 124\u2013133.","journal-title":"Journal of Computer Information Systems"},{"issue":"6","key":"9381_CR6","doi-asserted-by":"crossref","first-page":"545","DOI":"10.1080\/10447318.2011.555298","volume":"27","author":"T Zhou","year":"2011","unstructured":"Zhou, T., & Lu, Y. (2011). The effects of personality traits on user acceptance of mobile commerce. International Journal of Human\u2013Computer Interaction, 27(6), 545\u2013561.","journal-title":"International Journal of Human\u2013Computer Interaction"},{"key":"9381_CR7","unstructured":"Taylor, P., & Gao, G. (2014). Generation X: America\u2019s neglected \u2018middle child\u2019, pewResearch center. http:\/\/www.pewresearch.org\/facttank\/2014\/06\/05\/generation-x-americas-neglected-middle-child\/. Accessed 26 July 2017."},{"key":"9381_CR8","doi-asserted-by":"crossref","DOI":"10.4324\/9781315398624","volume-title":"Digital technologies and generational identity: ICT usage across the life course","author":"S Taipale","year":"2017","unstructured":"Taipale, S., Wilska, T.-A., & Gilleard, C. (2017). Digital technologies and generational identity: ICT usage across the life course. London: Routledge."},{"issue":"1","key":"9381_CR9","doi-asserted-by":"crossref","first-page":"1","DOI":"10.22158\/jbtp.v1n1p1","volume":"1","author":"M Colucci","year":"2013","unstructured":"Colucci, M., & Scarpi, D. (2013). Generation Y: Evidences from the fast-fashion market and implications for targeting. Journal of Business Theory and Practice, 1(1), 1.","journal-title":"Journal of Business Theory and Practice"},{"key":"9381_CR10","doi-asserted-by":"crossref","first-page":"133","DOI":"10.1016\/j.chb.2014.04.028","volume":"37","author":"J-W Lian","year":"2014","unstructured":"Lian, J.-W., & Yen, D. C. (2014). Online shopping drivers and barriers for older adults: Age and gender differences. Computers in Human Behavior, 37, 133\u2013143.","journal-title":"Computers in Human Behavior"},{"issue":"2","key":"9381_CR11","doi-asserted-by":"crossref","first-page":"189","DOI":"10.1016\/j.jretconser.2012.12.001","volume":"20","author":"A Parment","year":"2013","unstructured":"Parment, A. (2013). Generation Y vs. baby boomers: Shopping behavior, buyer involvement and implications for retailing. Journal of Retailing and Consumer Services, 20(2), 189\u2013199.","journal-title":"Journal of Retailing and Consumer Services"},{"issue":"1","key":"9381_CR12","doi-asserted-by":"crossref","first-page":"87","DOI":"10.1108\/JFMM-05-2013-0072","volume":"19","author":"M Rahulan","year":"2015","unstructured":"Rahulan, M., Troynikov, O., Watson, C., Janta, M., & Senner, V. (2015). Consumer behavior of generational cohorts for compression sportswear. Journal of Fashion Marketing and Management, 19(1), 87\u2013104.","journal-title":"Journal of Fashion Marketing and Management"},{"issue":"2","key":"9381_CR13","doi-asserted-by":"crossref","first-page":"93","DOI":"10.1108\/07363761211206348","volume":"29","author":"JK Eastman","year":"2012","unstructured":"Eastman, J. K., & Liu, J. (2012). The impact of generational cohorts on status consumption: An exploratory look at generational cohort and demographics on status consumption. Journal of Consumer Marketing, 29(2), 93\u2013102.","journal-title":"Journal of Consumer Marketing"},{"issue":"6","key":"9381_CR14","doi-asserted-by":"crossref","first-page":"548","DOI":"10.1016\/j.jretconser.2011.07.005","volume":"18","author":"DJC Brosdahl","year":"2011","unstructured":"Brosdahl, D. J. C., & Carpenter, J. M. (2011). Shopping orientations of US males: A generational cohort comparison. Journal of Retailing and Consumer Services, 18(6), 548\u2013554.","journal-title":"Journal of Retailing and Consumer Services"},{"issue":"1","key":"9381_CR15","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.jretconser.2010.08.002","volume":"18","author":"V Jackson","year":"2011","unstructured":"Jackson, V., Stoel, L., & Brantley, A. (2011). Mall attributes and shopping value: Differences by gender and generational cohort. Journal of Retailing and Consumer Services, 18(1), 1\u20139.","journal-title":"Journal of Retailing and Consumer Services"},{"issue":"1","key":"9381_CR16","doi-asserted-by":"crossref","first-page":"85","DOI":"10.2224\/sbp.2015.43.1.85","volume":"43","author":"W-Y Wu","year":"2015","unstructured":"Wu, W.-Y., & Ke, C.-C. (2015). An online shopping behavior model integrating personality traits, perceived risk, and technology acceptance. Social Behavior and Personality: An International Journal, 43(1), 85\u201397.","journal-title":"Social Behavior and Personality: An International Journal"},{"issue":"1","key":"9381_CR17","doi-asserted-by":"crossref","first-page":"19","DOI":"10.4018\/ijthi.2014010102","volume":"10","author":"Y Chen","year":"2018","unstructured":"Chen, Y., & Lan, Y. (2018). An empirical study of the factors affecting mobile shopping in Taiwan. International Journal of Technology and Human Interaction, 10(1), 19\u201330.","journal-title":"International Journal of Technology and Human Interaction"},{"issue":"3","key":"9381_CR18","doi-asserted-by":"crossref","first-page":"221","DOI":"10.1108\/IJRDM-06-2013-0119","volume":"43","author":"M Gro\u00df","year":"2015","unstructured":"Gro\u00df, M. (2015). Mobile shopping: A classification framework and literature review. International Journal of Retail & Distribution Management, 43(3), 221\u2013241.","journal-title":"International Journal of Retail & Distribution Management"},{"issue":"1","key":"9381_CR19","first-page":"29","volume":"10","author":"M-C Hung","year":"2012","unstructured":"Hung, M.-C., Yang, S.-T., & Hsieh, T.-C. (2012). An examination of the determinants of mobile shopping continuance. International Journal of Electronic Business Management, 10(1), 29.","journal-title":"International Journal of Electronic Business Management"},{"issue":"3","key":"9381_CR20","first-page":"24","volume":"3","author":"CH Wong","year":"2012","unstructured":"Wong, C. H., Lee, H. S., Lim, Y. H., Chua, B. H., & Tan, G. W. H. (2012). Predicting the consumers\u2019 intention to adopt mobile shopping: An emerging market perspective. International Journal of Network and Mobile Technologies, 3(3), 24\u201339.","journal-title":"International Journal of Network and Mobile Technologies"},{"issue":"2","key":"9381_CR21","doi-asserted-by":"crossref","first-page":"323","DOI":"10.1016\/j.bushor.2017.11.012","volume":"61","author":"DJ Faulds","year":"2018","unstructured":"Faulds, D. J., Mangold, W. G., Raju, P. S., & Valsalan, S. (2018). The mobile shopping revolution: Redefining the consumer decision process. Business Horizons, 61(2), 323\u2013338.","journal-title":"Business Horizons"},{"issue":"12","key":"9381_CR22","doi-asserted-by":"crossref","first-page":"974","DOI":"10.1080\/10447318.2015.1085717","volume":"31","author":"C Kim","year":"2015","unstructured":"Kim, C., Li, W., & Kim, D. J. (2015). An empirical analysis of factors influencing M-shopping use. International Journal of Human\u2013Computer Interaction, 31(12), 974\u2013994.","journal-title":"International Journal of Human\u2013Computer Interaction"},{"key":"9381_CR23","unstructured":"Cakebread, C. (2018). Exploring the Mobile Shopping Habits of US Consumers. eMarketer. https:\/\/www.emarketer.com\/content\/the-mobile-seriesmobile-commerce-infographic. Accessed 15 April 2019."},{"issue":"4","key":"9381_CR24","doi-asserted-by":"crossref","first-page":"5","DOI":"10.2753\/JEC1086-4415160401","volume":"16","author":"PE Kourouthanassis","year":"2012","unstructured":"Kourouthanassis, P. E., & Giaglis, G. M. (2012). Introduction to the special issue mobile commerce: The past, present, and future of mobile commerce research. International Journal of Electronic Commerce, 16(4), 5\u201318.","journal-title":"International Journal of Electronic Commerce"},{"issue":"10","key":"9381_CR25","doi-asserted-by":"crossref","first-page":"778","DOI":"10.1108\/09590551211263182","volume":"40","author":"K Yang","year":"2012","unstructured":"Yang, K., & Kim, H.-Y. (2012). Mobile shopping motivation: An application of multiple discriminant analysis. International Journal of Retail & Distribution Management, 40(10), 778\u2013789.","journal-title":"International Journal of Retail & Distribution Management"},{"issue":"665\u20132019\u2013279","key":"9381_CR26","doi-asserted-by":"crossref","first-page":"49","DOI":"10.7160\/aol.2018.100405","volume":"10","author":"L Lustigov\u00e1","year":"2018","unstructured":"Lustigov\u00e1, L., & \u0160\u00e1lkov\u00e1, D. (2018). Shopping via mobile phones in the Central European Czech Republic Market. AGRIS On-line Papers in Economics and Informatics, 10(665\u20132019\u2013279), 49.","journal-title":"AGRIS On-line Papers in Economics and Informatics"},{"issue":"1","key":"9381_CR27","doi-asserted-by":"crossref","first-page":"139","DOI":"10.1108\/APJML-02-2017-0023","volume":"30","author":"K Madan","year":"2018","unstructured":"Madan, K., & Yadav, R. (2018). Understanding and predicting antecedents of mobile shopping adoption: A developing country perspective. Asia Pacific Journal of Marketing and Logistics, 30(1), 139\u2013162.","journal-title":"Asia Pacific Journal of Marketing and Logistics"},{"issue":"2","key":"9381_CR28","doi-asserted-by":"crossref","first-page":"111","DOI":"10.1007\/s10660-010-9048-y","volume":"10","author":"AA Ozok","year":"2010","unstructured":"Ozok, A. A., & Wei, J. (2010). An empirical comparison of consumer usability preferences in online shopping using stationary and mobile devices: Results from a college student population. Electronic Commerce Research, 10(2), 111\u2013137.","journal-title":"Electronic Commerce Research"},{"key":"9381_CR29","volume-title":"Attitudes, personality, and behavior","author":"I Ajzen","year":"2005","unstructured":"Ajzen, I. (2005). Attitudes, personality, and behavior. New York: McGraw-Hill Education."},{"issue":"4","key":"9381_CR30","doi-asserted-by":"crossref","first-page":"23","DOI":"10.5539\/ijms.v3n4p23","volume":"3","author":"T Chen","year":"2011","unstructured":"Chen, T. (2011). Personality traits hierarchy of online shoppers. International Journal of Marketing Studies, 3(4), 23.","journal-title":"International Journal of Marketing Studies"},{"issue":"5","key":"9381_CR31","doi-asserted-by":"crossref","first-page":"673","DOI":"10.2224\/sbp.2010.38.5.673","volume":"38","author":"J-H Huang","year":"2010","unstructured":"Huang, J.-H., & Yang, Y.-C. (2010). The relationship between personality traits and online shopping motivations. Social Behavior and Personality: An International Journal, 38(5), 673\u2013679.","journal-title":"Social Behavior and Personality: An International Journal"},{"issue":"6","key":"9381_CR32","doi-asserted-by":"crossref","first-page":"597","DOI":"10.1016\/j.jbusres.2006.06.008","volume":"60","author":"M Bosnjak","year":"2007","unstructured":"Bosnjak, M., Galesic, M., & Tuten, T. (2007). Personality determinants of online shopping: Explaining online purchase intentions using a hierarchical approach. Journal of Business Research, 60(6), 597\u2013605.","journal-title":"Journal of Business Research"},{"issue":"2","key":"9381_CR33","doi-asserted-by":"crossref","first-page":"175","DOI":"10.1111\/j.1467-6494.1992.tb00970.x","volume":"60","author":"RR McCrae","year":"1992","unstructured":"McCrae, R. R., & John, O. P. (1992). An introduction to the five-factor model and its applications. Journal of Personality, 60(2), 175\u2013215.","journal-title":"Journal of Personality"},{"issue":"6","key":"9381_CR34","doi-asserted-by":"crossref","first-page":"504","DOI":"10.1016\/S0092-6566(03)00046-1","volume":"37","author":"SD Gosling","year":"2003","unstructured":"Gosling, S. D., Rentfrow, P. J., & Swann, W. B., Jr. (2003). A very brief measure of the Big-Five personality domains. Journal of Research in Personality, 37(6), 504\u2013528.","journal-title":"Journal of Research in Personality"},{"issue":"3","key":"9381_CR35","doi-asserted-by":"crossref","first-page":"513","DOI":"10.1037\/0021-9010.86.3.513","volume":"86","author":"JM George","year":"2001","unstructured":"George, J. M., & Zhou, J. (2001). When openness to experience and conscientiousness are related to creative behavior: An interactional approach. Journal of Applied Psychology, 86(3), 513.","journal-title":"Journal of Applied Psychology"},{"issue":"4","key":"9381_CR36","doi-asserted-by":"crossref","first-page":"751","DOI":"10.1037\/a0037009","volume":"107","author":"BF Jeronimus","year":"2014","unstructured":"Jeronimus, B. F., Riese, H., Sanderman, R., & Ormel, J. (2014). Mutual reinforcement between neuroticism and life experiences: A five-wave, 16-year study to test reciprocal causation. Journal of Personality and Social Psychology, 107(4), 751.","journal-title":"Journal of Personality and Social Psychology"},{"key":"9381_CR37","volume-title":"Handbook of personality: Theory and research","author":"OP John","year":"2008","unstructured":"John, O. P., Robins, R. W. & Pervin, L. A. (2008). Handbook of personality: Theory and research (3rd ed.). New York: Guilford.","edition":"3"},{"issue":"6","key":"9381_CR38","doi-asserted-by":"crossref","first-page":"558","DOI":"10.1108\/07363769910297506","volume":"16","author":"RD Straughan","year":"1999","unstructured":"Straughan, R. D., & Roberts, J. A. (1999). Environmental segmentation alternatives: A look at green consumer behavior in the new millennium. Journal of Consumer Marketing, 16(6), 558\u2013575.","journal-title":"Journal of Consumer Marketing"},{"issue":"4","key":"9381_CR39","doi-asserted-by":"crossref","first-page":"19","DOI":"10.1108\/07363769110035126","volume":"8","author":"P Fitzgerald Bone","year":"1991","unstructured":"Fitzgerald Bone, P. (1991). Identifying mature segments. Journal of Consumer Marketing, 8(4), 19\u201332.","journal-title":"Journal of Consumer Marketing"},{"key":"9381_CR40","volume-title":"Marketing to the (new) generations: Summary and perspectives","author":"D Chaney","year":"2017","unstructured":"Chaney, D., Touzani, M., & Ben Slimane, K. (2017). Marketing to the (new) generations: Summary and perspectives. London: Taylor & Francis."},{"key":"9381_CR41","volume-title":"The silent revolution. Changing values and political style among western publics","author":"R Ingelhart","year":"1977","unstructured":"Ingelhart, R. (1977). The silent revolution. Changing values and political style among western publics. Princeton: Princeton University Press."},{"issue":"12","key":"9381_CR42","first-page":"22","volume":"16","author":"G Meredith","year":"1994","unstructured":"Meredith, G., & Schewe, C. (1994). The power of cohorts. American Demographics, 16(12), 22\u201328.","journal-title":"American Demographics"},{"key":"9381_CR43","volume-title":"Generations: The history of America's future, 1584\u20132069","author":"W Strauss","year":"1991","unstructured":"Strauss, W., & Howe, N. (1991). Generations: The history of America's future, 1584\u20132069. New York: William Morrow."},{"key":"9381_CR44","volume-title":"The fourth turning: What the cycles of history tell us abut America\u2019s next rendezvous with destiny","author":"W Strauss","year":"1997","unstructured":"Strauss, W., Howe, N. (1997). The fourth turning: What the cycles of history tell us abut America\u2019s next rendezvous with destiny. New York: Broadway Books."},{"issue":"2","key":"9381_CR45","doi-asserted-by":"crossref","first-page":"210","DOI":"10.1287\/orsc.1030.0048","volume":"15","author":"CP Egri","year":"2004","unstructured":"Egri, C. P., & Ralston, D. A. (2004). Generation cohorts and personal values: A comparison of China and the United States. Organization Science, 15(2), 210\u2013220.","journal-title":"Organization Science"},{"issue":"5","key":"9381_CR46","doi-asserted-by":"crossref","first-page":"836","DOI":"10.1057\/palgrave.jibs.8400288","volume":"38","author":"KH Hung","year":"2007","unstructured":"Hung, K. H., Gu, F. F., & Yim, C. K. B. (2007). A social institutional approach to identifying generation cohorts in China with a comparison with American consumers. Journal of International Business Studies, 38(5), 836\u2013853.","journal-title":"Journal of International Business Studies"},{"issue":"2","key":"9381_CR47","doi-asserted-by":"crossref","first-page":"387","DOI":"10.1007\/s10551-015-2777-z","volume":"143","author":"AA Pekerti","year":"2017","unstructured":"Pekerti, A. A., & Arli, D. (2017). Do cultural and generational cohorts matter to ideologies and consumer ethics? A comparative study of Australians, Indonesians, and Indonesian migrants in Australia. Journal of Business Ethics, 143(2), 387\u2013404.","journal-title":"Journal of Business Ethics"},{"issue":"4","key":"9381_CR48","doi-asserted-by":"crossref","first-page":"770","DOI":"10.1108\/SRJ-08-2015-0112","volume":"12","author":"D Arli","year":"2016","unstructured":"Arli, D., & Pekerti, A. (2016). Investigating the influence of religion, ethical ideologies and generational cohorts toward consumer ethics: Which one matters? Social Responsibility Journal, 12(4), 770\u2013785.","journal-title":"Social Responsibility Journal"},{"key":"9381_CR49","doi-asserted-by":"crossref","DOI":"10.4324\/9780203803073","volume-title":"Generation Y in consumer and labour markets","author":"A Parment","year":"2011","unstructured":"Parment, A. (2011). Generation Y in consumer and labour markets (Vol. 15). London: Routledge."},{"issue":"3","key":"9381_CR50","doi-asserted-by":"crossref","first-page":"323","DOI":"10.1108\/13612020810889281","volume":"12","author":"M Moore","year":"2008","unstructured":"Moore, M., & Carpenter, J. M. (2008). Intergenerational perceptions of market cues among US apparel consumers. Journal of Fashion Marketing and Management: An International Journal, 12(3), 323\u2013337.","journal-title":"Journal of Fashion Marketing and Management: An International Journal"},{"issue":"1\u20133","key":"9381_CR51","doi-asserted-by":"crossref","first-page":"129","DOI":"10.1362\/026725700785100479","volume":"16","author":"CD Schewe","year":"2000","unstructured":"Schewe, C. D., & Noble, S. M. (2000). Market segmentation by cohorts: The value and validity of cohorts in America and abroad. Journal of Marketing Management, 16(1\u20133), 129\u2013142.","journal-title":"Journal of Marketing Management"},{"issue":"2","key":"9381_CR52","doi-asserted-by":"crossref","first-page":"11","DOI":"10.1080\/10641734.2004.10505161","volume":"26","author":"J Markert","year":"2004","unstructured":"Markert, J. (2004). Demographics of age: Generational and cohort confusion. Journal of Current Issues & Research in Advertising, 26(2), 11\u201325.","journal-title":"Journal of Current Issues & Research in Advertising"},{"issue":"1","key":"9381_CR53","doi-asserted-by":"crossref","first-page":"52","DOI":"10.1177\/1077727X03255901","volume":"32","author":"PS Norum","year":"2003","unstructured":"Norum, P. S. (2003). Examination of generational differences in household apparel expenditures. Family and Consumer Sciences Research Journal, 32(1), 52\u201375.","journal-title":"Family and Consumer Sciences Research Journal"},{"key":"9381_CR54","doi-asserted-by":"crossref","first-page":"147","DOI":"10.1016\/j.indmarman.2017.08.021","volume":"69","author":"V Kumar","year":"2018","unstructured":"Kumar, V., Lahiri, A., & Dogan, O. B. (2018). A strategic framework for a profitable business model in the sharing economy. Industrial Marketing Management, 69, 147\u2013160.","journal-title":"Industrial Marketing Management"},{"issue":"5","key":"9381_CR55","first-page":"10","volume":"68","author":"LD Rosen","year":"2011","unstructured":"Rosen, L. D. (2011). Teaching the iGeneration. Educational Leadership, 68(5), 10\u201315.","journal-title":"Educational Leadership"},{"key":"9381_CR56","first-page":"44","volume":"23","author":"AJ Stewart","year":"2006","unstructured":"Stewart, A. J. & Torges, C. M. (2006). Social, historical, and developmental influences on the psychology of the baby boom at midlife. The baby boomers grow up. Contemporary Perspectives on Midlife, 23, 44.","journal-title":"Contemporary Perspectives on Midlife"},{"key":"9381_CR57","volume-title":"Pinch: How the baby boomers took their children's future-and why they should give it back","author":"D Willetts","year":"2011","unstructured":"Willetts, D. (2011). Pinch: How the baby boomers took their children's future-and why they should give it back. London: Atlantic Books."},{"key":"9381_CR58","doi-asserted-by":"crossref","DOI":"10.4337\/9780857935236","volume-title":"The economic impact of digital technologies: Measuring inclusion and diffusion in Europe","author":"P Guerrieri","year":"2011","unstructured":"Guerrieri, P., & Bentivegna, S. (2011). The economic impact of digital technologies: Measuring inclusion and diffusion in Europe. Cheltenham: Edward Elgar Publishing."},{"issue":"18","key":"9381_CR59","first-page":"67","volume":"4","author":"AA Yusof","year":"2019","unstructured":"Yusof, A. A., Mokhtar, N. F., & Set, K. (2019). Cost, security and features influencing baby boomers behavioral intention on adopting Whatsapp application. International Journal of Accounting, 4(18), 67\u201377.","journal-title":"International Journal of Accounting"},{"issue":"4","key":"9381_CR60","doi-asserted-by":"crossref","first-page":"110","DOI":"10.1016\/j.tele.2017.01.005","volume":"34","author":"S-M Kuoppam\u00e4ki","year":"2017","unstructured":"Kuoppam\u00e4ki, S.-M., Taipale, S., & Wilska, T.-A. (2017). The use of mobile technology for online shopping and entertainment among older adults in Finland. Telematics and Informatics, 34(4), 110\u2013117.","journal-title":"Telematics and Informatics"},{"issue":"6","key":"9381_CR61","doi-asserted-by":"crossref","first-page":"1018","DOI":"10.1108\/IJBM-09-2016-0137","volume":"35","author":"S Berraies","year":"2017","unstructured":"Berraies, S., Ben Yahia, K., & Hannachi, M. (2017). Identifying the effects of perceived values of mobile banking applications on customers: Comparative study between baby boomers, generation X and generation Y. International Journal of Bank Marketing, 35(6), 1018\u20131038.","journal-title":"International Journal of Bank Marketing"},{"issue":"15","key":"9381_CR62","doi-asserted-by":"crossref","first-page":"53","DOI":"10.1044\/persp2.SIG15.53","volume":"2","author":"SL Keller","year":"2017","unstructured":"Keller, S. L., & Leslie, P. (2017). Aging in place: Baby boomers and what we can learn from Japan. Perspectives of the ASHA Special Interest Groups, 2(15), 53\u201359.","journal-title":"Perspectives of the ASHA Special Interest Groups"},{"key":"9381_CR63","doi-asserted-by":"crossref","first-page":"107","DOI":"10.1016\/j.cya.2015.08.003","volume":"60","author":"S Dhanapal","year":"2015","unstructured":"Dhanapal, S., Vashu, D., & Subramaniam, T. (2015). Perceptions on the challenges of online purchasing: A study from \u201cbaby boomers\u201d, generation \u201cX\u201d and generation \u201cY\u201d point of views. Contadur\u00eda y Administraci\u00f3n, 60, 107\u2013132.","journal-title":"Contadur\u00eda y Administraci\u00f3n"},{"key":"9381_CR64","unstructured":"Anderson, M., & Perrin, A. (2017). Tech adoption climbs among older adults. Washington, DC: Pew Research Center. https:\/\/www.pewinternet.org\/2017\/05\/17\/tech-adoption-climbs-among-older-adults\/. Accessed 20 April 2018."},{"issue":"2","key":"9381_CR65","doi-asserted-by":"crossref","first-page":"1","DOI":"10.5539\/ijms.v8n2p1","volume":"8","author":"KG Atkins","year":"2016","unstructured":"Atkins, K. G., & Hyun, S.-Y. J. (2016). Smart shoppers\u2019 purchasing experiences: Functions of product type, gender, and generation. International Journal of Marketing Studies, 8(2), 1.","journal-title":"International Journal of Marketing Studies"},{"issue":"1","key":"9381_CR66","doi-asserted-by":"crossref","first-page":"53","DOI":"10.1362\/147539212X13286273975274","volume":"11","author":"G Valkeneers","year":"2012","unstructured":"Valkeneers, G., & Vanhoomissen, T. (2012). Generations living their own life: The differences in lifestyle and consumer behaviour between busters and baby boomers. Journal of Customer Behaviour, 11(1), 53\u201368.","journal-title":"Journal of Customer Behaviour"},{"issue":"2","key":"9381_CR67","doi-asserted-by":"crossref","first-page":"339","DOI":"10.2466\/pr0.101.2.339-352","volume":"101","author":"ST Lyons","year":"2007","unstructured":"Lyons, S. T., Duxbury, L., & Higgins, C. (2007). An empirical assessment of generational differences in basic human values. Psychological Reports, 101(2), 339\u2013352.","journal-title":"Psychological Reports"},{"key":"9381_CR68","unstructured":"Barford, I. N., & Hester, P. T. (2011). Analysis of generation Y workforce motivation using multiattribute utility theory. Defense Acquisition Univ FT Belvoir VA."},{"issue":"4","key":"9381_CR69","first-page":"4","volume":"70","author":"SP Eisner","year":"2005","unstructured":"Eisner, S. P. (2005). Managing generation Y. SAM Advanced Management Journal, 70(4), 4.","journal-title":"SAM Advanced Management Journal"},{"issue":"5","key":"9381_CR70","doi-asserted-by":"crossref","first-page":"366","DOI":"10.1108\/00400910810889057","volume":"50","author":"S Shaw","year":"2008","unstructured":"Shaw, S., & Fairhurst D. (2008). Engaging a new generation of graduates. Education + Training, 50(5), 366\u2013378.","journal-title":"Education + Training"},{"issue":"5","key":"9381_CR71","doi-asserted-by":"crossref","first-page":"775","DOI":"10.1111\/j.1467-8535.2007.00793.x","volume":"39","author":"S Bennett","year":"2008","unstructured":"Bennett, S., Maton, K., & Kervin, L. (2008). The \u2018digital natives\u2019 debate: A critical review of the evidence. British Journal of Educational Technology, 39(5), 775\u2013786.","journal-title":"British Journal of Educational Technology"},{"issue":"7","key":"9381_CR72","doi-asserted-by":"crossref","first-page":"1236","DOI":"10.1177\/1461444814554902","volume":"18","author":"J Ahn","year":"2016","unstructured":"Ahn, J., & Jung, Y. (2016). The common sense of dependence on smartphone: A comparison between digital natives and digital immigrants. New Media & Society, 18(7), 1236\u20131256.","journal-title":"New Media & Society"},{"issue":"5","key":"9381_CR73","first-page":"12","volume":"5","author":"AB Acar","year":"2014","unstructured":"Acar, A. B. (2014). Do intrinsic and extrinsic motivation factors differ for Generation X and Generation Y. International Journal of Business and Social Science, 5(5), 12\u201320.","journal-title":"International Journal of Business and Social Science"},{"key":"9381_CR74","first-page":"1","volume":"3","author":"KC Williams","year":"2011","unstructured":"Williams, K. C., & Page, R. A. (2011). Marketing to the generations. Journal of Behavioral Studies in Business, 3, 1.","journal-title":"Journal of Behavioral Studies in Business"},{"issue":"3","key":"9381_CR75","doi-asserted-by":"crossref","first-page":"448","DOI":"10.1016\/j.ijhm.2007.11.002","volume":"27","author":"D Gursoy","year":"2008","unstructured":"Gursoy, D., Maier, T. A., & Chi, C. G. (2008). Generational differences: An examination of work values and generational gaps in the hospitality workforce. International Journal of Hospitality Management, 27(3), 448\u2013458.","journal-title":"International Journal of Hospitality Management"},{"issue":"4","key":"9381_CR76","doi-asserted-by":"crossref","first-page":"349","DOI":"10.1177\/009102600703600405","volume":"36","author":"M Crumpacker","year":"2007","unstructured":"Crumpacker, M., & Crumpacker, J. M. (2007). Succession planning and generational stereotypes: Should HR consider age-based values and attitudes a relevant factor or a passing fad? Public Personnel Management, 36(4), 349\u2013369.","journal-title":"Public Personnel Management"},{"issue":"2","key":"9381_CR77","first-page":"91","volume":"19","author":"TH Reisenwitz","year":"2009","unstructured":"Reisenwitz, T. H., & Iyer, R. (2009). Differences in Generation X and Generation Y: Implications for the organization and marketers. The Marketing Management Journal, 19(2), 91\u2013103.","journal-title":"The Marketing Management Journal"},{"key":"9381_CR78","doi-asserted-by":"publisher","first-page":"192","DOI":"10.1007\/978-3-319-58697-7_14","volume-title":"DAPI 2017. LNCS","author":"Y Shi","year":"2017","unstructured":"Shi, Y., Guo, Y., Gong, Z., Yang, B., Zhou, L.: Experience design of social interaction for generation y based on tangible interaction. In: N. Streitz, P. Markopoulos (Eds.), DAPI 2017. LNCS (Vol. 10291, pp. 192\u2013202). Cham: Springer (2017). https:\/\/doi.org\/10.1007\/978-3-319-58697-7_14."},{"issue":"3","key":"9381_CR79","doi-asserted-by":"crossref","first-page":"90","DOI":"10.7441\/joc.2016.03.06","volume":"8","author":"A Bencsik","year":"2016","unstructured":"Bencsik, A., Horv\u00e1th-Csik\u00f3s, G., & Juh\u00e1sz, T. (2016). Y and Z generations at workplaces. Journal of Competitiveness, 8(3), 90\u2013106.","journal-title":"Journal of Competitiveness"},{"key":"9381_CR80","doi-asserted-by":"crossref","first-page":"103","DOI":"10.1016\/j.chb.2016.03.014","volume":"61","author":"A Bilgihan","year":"2016","unstructured":"Bilgihan, A. (2016). Gen Y customer loyalty in online shopping: An integrated model of trust, user experience and branding. Computers in Human Behavior, 61, 103\u2013113.","journal-title":"Computers in Human Behavior"},{"key":"9381_CR81","unstructured":"Palfrey, J. G., & Gasser, U. (2011). Born digital: Understanding the first generation of digital natives. ReadHowYouWant.com."},{"issue":"5","key":"9381_CR82","doi-asserted-by":"crossref","first-page":"651","DOI":"10.1080\/02650487.2019.1575109","volume":"38","author":"Y Seounmi","year":"2019","unstructured":"Seounmi Y., & Seunghyun K. (2019). Newsfeed native advertising on Facebook: young millennials\u2019 knowledge, pet peeves, reactance and ad avoidance. International Journal of Advertising, 38(5), 651\u2013683.","journal-title":"International Journal of Advertising"},{"issue":"3","key":"9381_CR83","doi-asserted-by":"crossref","first-page":"355","DOI":"10.1177\/0047287518761615","volume":"58","author":"H Liu","year":"2019","unstructured":"Liu, H., Wu, L., & Li, X. (2019). Social media envy: How experience sharing on social networking sites drives millennials\u2019 aspirational tourism consumption. Journal of Travel Research, 58(3), 355\u2013369.","journal-title":"Journal of Travel Research"},{"key":"9381_CR84","unstructured":"Wood, S. (2013). Generation Z as consumers: Trends and innovation. Institute for Emerging Issues: NC State University (pp. 1\u20133)."},{"issue":"1","key":"9381_CR85","doi-asserted-by":"crossref","first-page":"67","DOI":"10.1080\/0965254X.2017.1384043","volume":"27","author":"KT Smith","year":"2019","unstructured":"Smith, K. T. (2019). Mobile advertising to digital natives: Preferences on content, style, personalization, and functionality. Journal of Strategic Marketing, 27(1), 67\u201380.","journal-title":"Journal of Strategic Marketing"},{"issue":"1","key":"9381_CR86","doi-asserted-by":"crossref","first-page":"150","DOI":"10.26417\/ejms.v5i1.p150-157","volume":"5","author":"APPM \u00d6zkan","year":"2017","unstructured":"\u00d6zkan, A. P. P. M. (2017). Generation Z\u2014The global market\u2019s new consumers-and their consumption habits: Generation Z consumption scale. European Journal of Multidisciplinary Studies, 5(1), 150\u2013157.","journal-title":"European Journal of Multidisciplinary Studies"},{"issue":"6","key":"9381_CR87","doi-asserted-by":"crossref","first-page":"1124","DOI":"10.1037\/a0022874","volume":"100","author":"IAM Smits","year":"2011","unstructured":"Smits, I. A. M., Dolan, C. V., Vorst, H., Wicherts, J. M., & Timmerman, M. E. (2011). Cohort differences in Big Five personality factors over a period of 25 years. Journal of Personality and Social Psychology, 100(6), 1124.","journal-title":"Journal of Personality and Social Psychology"},{"key":"9381_CR88","doi-asserted-by":"crossref","first-page":"52","DOI":"10.1016\/j.jretconser.2016.03.007","volume":"31","author":"R Goldsmith","year":"2016","unstructured":"Goldsmith, R. (2016). The Big Five, happiness, and shopping. Journal of Retailing and Consumer Services, 31, 52\u201361.","journal-title":"Journal of Retailing and Consumer Services"},{"issue":"3","key":"9381_CR89","doi-asserted-by":"crossref","first-page":"P153","DOI":"10.1093\/geronb\/58.3.P153","volume":"58","author":"DK Mroczek","year":"2003","unstructured":"Mroczek, D. K., & Spiro Iii, A. (2003). Modeling intraindividual change in personality traits: Findings from the Normative Aging Study. The Journals of Gerontology Series B: Psychological Sciences and Social Sciences, 58(3), P153\u2013P165.","journal-title":"The Journals of Gerontology Series B: Psychological Sciences and Social Sciences"},{"issue":"5","key":"9381_CR90","doi-asserted-by":"crossref","first-page":"735","DOI":"10.1016\/S0191-8869(00)00066-0","volume":"30","author":"JM Twenge","year":"2001","unstructured":"Twenge, J. M. (2001). Birth cohort changes in extraversion: A cross-temporal meta-analysis, 1966\u20131993. Personality and Individual Differences, 30(5), 735\u2013748.","journal-title":"Personality and Individual Differences"},{"key":"9381_CR91","first-page":"31","volume-title":"Culture reexamined: Broadening our understanding of social and evolutionary influences","author":"B Gentile","year":"2013","unstructured":"Gentile, B., Campbell, W. K., & Twenge, J. M. (2013). Generational cultures. In Cohen A. B.(Ed.). Culture reexamined: Broadening our understanding of social and evolutionary influences (pp. 31\u201348). Washington, DC: American Psychological Association."},{"issue":"2","key":"9381_CR92","doi-asserted-by":"crossref","first-page":"72","DOI":"10.1109\/EMR.2011.5876178","volume":"39","author":"JM Twenge","year":"2011","unstructured":"Twenge, J. M., & Campbell, S. M. (2011). Generational differences in psychological traits and their impact on the workplace. IEEE Engineering Management Review, 39(2), 72\u201384.","journal-title":"IEEE Engineering Management Review"},{"issue":"1","key":"9381_CR93","first-page":"208","volume":"14","author":"S Ram","year":"1987","unstructured":"Ram, S. (1987). A model of innovation resistance. Advances in Consumer Research, 14(1), 208\u2013212.","journal-title":"Advances in Consumer Research"},{"key":"9381_CR94","volume-title":"Diffusion of innovations","author":"E Rogers","year":"2003","unstructured":"yRogers, E. (2003). Diffusion of innovations (5th Ed.). New York, NY: Free Press.","edition":"5"},{"issue":"7","key":"9381_CR95","doi-asserted-by":"crossref","first-page":"419","DOI":"10.1108\/07363760710834834","volume":"24","author":"T Laukkanen","year":"2007","unstructured":"Laukkanen, T., Sinkkonen, S., Kivij\u00e4rvi, M., & Laukkanen, P. (2007). Innovation resistance among mature consumers. Journal of Consumer Marketing, 24(7), 419\u2013427.","journal-title":"Journal of Consumer Marketing"},{"issue":"2","key":"9381_CR96","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1108\/EUM0000000002542","volume":"6","author":"S Ram","year":"1989","unstructured":"Ram, S., & Sheth, J. N. (1989). Consumer resistance to innovations: The marketing problem and its solutions. Journal of Consumer Marketing, 6(2), 5\u201314.","journal-title":"Journal of Consumer Marketing"},{"key":"9381_CR97","first-page":"1","volume":"5","author":"EM Rogers","year":"2003","unstructured":"Rogers, E. M. (2003). Elements of diffusion. Diffusion of Innovations, 5, 1\u201338.","journal-title":"Diffusion of Innovations"},{"key":"9381_CR98","doi-asserted-by":"crossref","first-page":"304","DOI":"10.1016\/j.jretconser.2016.04.015","volume":"31","author":"S Lissitsa","year":"2016","unstructured":"Lissitsa, S., & Kol, O. (2016). Generation X vs. Generation Y\u2014A decade of online shopping. Journal of Retailing and Consumer Services, 31, 304\u2013312.","journal-title":"Journal of Retailing and Consumer Services"},{"issue":"1","key":"9381_CR99","first-page":"34","volume":"52","author":"A Quazi","year":"2011","unstructured":"Quazi, A., & Talukder, M. (2011). Demographic determinants of adoption of technological innovation. Journal of Computer Information Systems, 52(1), 34\u201342.","journal-title":"Journal of Computer Information Systems"},{"issue":"4","key":"9381_CR100","doi-asserted-by":"crossref","first-page":"31","DOI":"10.1080\/08874417.2013.11645648","volume":"53","author":"R Zhang","year":"2013","unstructured":"Zhang, R., Chen, J. Q., & Lee, C. J. (2013). Mobile commerce and consumer privacy concerns. Journal of Computer Information Systems, 53(4), 31\u201338.","journal-title":"Journal of Computer Information Systems"},{"issue":"2","key":"9381_CR101","doi-asserted-by":"crossref","first-page":"255","DOI":"10.1007\/s10660-015-9205-4","volume":"17","author":"J Mou","year":"2017","unstructured":"Mou, J., Shin, D.-H., & Cohen, J. F. (2017). Trust and risk in consumer acceptance of e-services. Electronic Commerce Research, 17(2), 255\u2013288.","journal-title":"Electronic Commerce Research"},{"issue":"3","key":"9381_CR102","doi-asserted-by":"crossref","first-page":"335","DOI":"10.1007\/s10660-015-9204-5","volume":"16","author":"BP Cozzarin","year":"2016","unstructured":"Cozzarin, B. P., & Dimitrov, S. (2016). Mobile commerce and device specific perceived risk. Electronic Commerce Research, 16(3), 335\u2013354.","journal-title":"Electronic Commerce Research"},{"issue":"4","key":"9381_CR103","doi-asserted-by":"crossref","first-page":"345","DOI":"10.1002\/(SICI)1520-6793(200004)17:4<345::AID-MAR5>3.0.CO;2-M","volume":"17","author":"JJ Hetts","year":"2000","unstructured":"Hetts, J. J., Boninger, D. S., Armor, D. A., Gleicher, F., & Nathanson, A. (2000). The influence of anticipated counterfactual regret on behavior. Psychology & Marketing, 17(4), 345\u2013368.","journal-title":"Psychology & Marketing"},{"issue":"6","key":"9381_CR104","doi-asserted-by":"crossref","first-page":"878","DOI":"10.1111\/jpim.12161","volume":"32","author":"S Heidenreich","year":"2015","unstructured":"Heidenreich, S., & Handrich, M. (2015). What about passive innovation resistance? Investigating adoption-related behavior from a resistance perspective. Journal of Product Innovation Management, 32(6), 878\u2013903.","journal-title":"Journal of Product Innovation Management"},{"key":"9381_CR105","first-page":"218","volume":"26","author":"RP Bagozzi","year":"1999","unstructured":"Bagozzi, R. P. (1999). Consumer resistance to, and acceptance of, innovations. Advances in Consumer Research, 26, 218\u2013225.","journal-title":"Advances in Consumer Research"},{"key":"9381_CR106","volume-title":"Social innovation and why it has policy significance","author":"D Adams","year":"2010","unstructured":"Adams, D., & Hess, M. (2010). Social innovation and why it has policy significance. London: SAGE Publications."},{"issue":"1","key":"9381_CR107","doi-asserted-by":"crossref","first-page":"93","DOI":"10.1287\/isre.1070.0153","volume":"19","author":"S Devaraj","year":"2008","unstructured":"Devaraj, S., Easley, R. F., & Crant, J. M. (2008). Research note\u2014How does personality matter? Relating the five-factor model to technology acceptance and use. Information Systems Research, 19(1), 93\u2013105.","journal-title":"Information Systems Research"},{"key":"9381_CR108","doi-asserted-by":"crossref","first-page":"1050","DOI":"10.1016\/j.sbspro.2015.11.524","volume":"213","author":"S Badowska","year":"2015","unstructured":"Badowska, S., Zamojska, A., & Rogala, A. (2015). Baby boomers\u2019 attitudes toward innovations: Empirical research in Poland. Procedia-Social and Behavioral Sciences, 213, 1050\u20131056.","journal-title":"Procedia-Social and Behavioral Sciences"},{"key":"9381_CR109","unstructured":"Lau, U. H., Lee, L. E., Lew, D. K., Loo, L. S., & Ooi, S. X. (2018). The awakening frontier: Barriers repelling baby boomers from adopting mobile payment in Malaysia."},{"issue":"1","key":"9381_CR110","doi-asserted-by":"crossref","first-page":"109","DOI":"10.1016\/S0191-8869(02)00145-9","volume":"35","author":"JM Olver","year":"2003","unstructured":"Olver, J. M., & Mooradian, T. A. (2003). Personality traits and personal values: A conceptual and empirical integration. Personality and Individual Differences, 35(1), 109\u2013125.","journal-title":"Personality and Individual Differences"},{"issue":"1\u20132","key":"9381_CR111","doi-asserted-by":"crossref","first-page":"31","DOI":"10.1504\/IJTGM.2018.092489","volume":"11","author":"D Hendrawan","year":"2018","unstructured":"Hendrawan, D., & Nugroho, D. A. (2018). Influence of personality on impulsive buying behaviour among Indonesian young consumers. International Journal of Trade and Global Markets, 11(1\u20132), 31\u201339.","journal-title":"International Journal of Trade and Global Markets"},{"issue":"1","key":"9381_CR112","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1111\/j.1744-6570.1991.tb00688.x","volume":"44","author":"MR Barrick","year":"1991","unstructured":"Barrick, M. R., & Mount, M. K. (1991). The Big Five personality dimensions and job performance: A meta-analysis. Personnel Psychology, 44(1), 1\u201326.","journal-title":"Personnel Psychology"},{"key":"9381_CR113","volume-title":"The role of personality traits and advertisement characteristics in social shopping. An experimental study of personality and Instagram marketing","author":"AM Rautio","year":"2018","unstructured":"Rautio, A.-M. (2018). The role of personality traits and advertisement characteristics in social shopping. An experimental study of personality and Instagram marketing. Finland: BA thesis, School of Business, Aalto University."},{"issue":"4","key":"9381_CR114","doi-asserted-by":"crossref","first-page":"644","DOI":"10.1086\/209376","volume":"20","author":"BJ Babin","year":"1994","unstructured":"Babin, B. J., Darden, W. R., & Griffin, M. (1994). Work and\/or fun: Measuring hedonic and utilitarian shopping value. Journal of Consumer Research, 20(4), 644\u2013656.","journal-title":"Journal of Consumer Research"},{"issue":"9","key":"9381_CR115","doi-asserted-by":"crossref","first-page":"1453","DOI":"10.1108\/IMDS-07-2014-0201","volume":"114","author":"N Mohamed","year":"2014","unstructured":"Mohamed, N., Hussein, R., Hidayah Ahmad Zamzuri, N., & Haghshenas, H. (2014). Insights into individual's online shopping continuance intention. Industrial Management & Data Systems, 114(9), 1453-1476.","journal-title":"Industrial Management & Data Systems"},{"key":"9381_CR116","doi-asserted-by":"crossref","DOI":"10.4324\/9780203428412","volume-title":"Personality in adulthood: A five-factor theory perspective","author":"RR McCrae","year":"2003","unstructured":"McCrae, R. R., & Costa, P. T. (2003). Personality in adulthood: A five-factor theory perspective. New York: Guilford Press."},{"issue":"1","key":"9381_CR117","doi-asserted-by":"crossref","first-page":"67","DOI":"10.1177\/1073191110382845","volume":"18","author":"RA Ackerman","year":"2011","unstructured":"Ackerman, R. A., Witt, E. A., Donnellan, M. B., Trzesniewski, K. H., Robins, R. W., & Kashy, D. A. (2011). What does the narcissistic personality inventory really measure? Assessment, 18(1), 67\u201387.","journal-title":"Assessment"},{"key":"9381_CR118","doi-asserted-by":"publisher","first-page":"119","DOI":"10.1016\/j.paid.2015.10.037","volume":"90","author":"A Sorokowska","year":"2016","unstructured":"Sorokowska, A., Oleszkiewicz, A., Frackowiak, T., Pisanski, K., Chmiel, A., & Sorokowski, P. (2016). Selfies and personality: Who posts self-portrait photographs? Personality and Individual Differences, 90, 119\u2013123. https:\/\/doi.org\/10.1016\/j.paid.2015.10.037.","journal-title":"Personality and Individual Differences"},{"key":"9381_CR119","doi-asserted-by":"crossref","unstructured":"Sedikides, C., Cisek, S., & Hart, C. M. (2011). Narcissism and brand name consumerism. The handbook of narcissism and narcissistic personality disorder: Theoretical approaches, empirical findings, and treatments, 382\u2013392.","DOI":"10.1002\/9781118093108.ch34"},{"key":"9381_CR120","doi-asserted-by":"crossref","first-page":"232","DOI":"10.3389\/fpsyg.2014.00232","volume":"5","author":"SZ Cisek","year":"2014","unstructured":"Cisek, S. Z., Sedikides, C., Hart, C. M., Godwin, H. J., Benson, V., & Liversedge, S. P. (2014). Narcissism and consumer behaviour: A review and preliminary findings. Frontiers in Psychology, 5, 232.","journal-title":"Frontiers in Psychology"},{"issue":"4","key":"9381_CR121","doi-asserted-by":"crossref","first-page":"21","DOI":"10.1162\/dram.2008.52.4.21","volume":"52","author":"EJ Westlake","year":"2008","unstructured":"Westlake, E. J. (2008). Friend me if you Facebook: Generation Y and performative surveillance. The Drama Review, 52(4), 21\u201340.","journal-title":"The Drama Review"},{"issue":"4","key":"9381_CR122","doi-asserted-by":"crossref","first-page":"516","DOI":"10.1037\/0022-0663.86.4.516","volume":"86","author":"MG Rothstein","year":"1994","unstructured":"Rothstein, M. G., Paunonen, S. V., Rush, J. C., & King, G. A. (1994). Personality and cognitive ability predictors of performance in graduate business school. Journal of Educational Psychology, 86(4), 516.","journal-title":"Journal of Educational Psychology"},{"issue":"1999","key":"9381_CR123","first-page":"102","volume":"2","author":"OP John","year":"1999","unstructured":"John, O. P., & Srivastava, S. (1999). The Big Five trait taxonomy: History, measurement, and theoretical perspectives. Handbook of Personality: Theory and Research, 2(1999), 102\u2013138.","journal-title":"Handbook of Personality: Theory and Research"},{"key":"9381_CR124","unstructured":"Li, N., & Zhang, P. (2002). Consumer online shopping attitudes and behavior: An assessment of research. In AMCIS 2002 proceedings (Vol. 74)."},{"issue":"2","key":"9381_CR125","doi-asserted-by":"crossref","first-page":"333","DOI":"10.1108\/APJML-02-2017-0028","volume":"30","author":"W Chiu","year":"2018","unstructured":"Chiu, W., Kim, T., & Won, D. (2018). Predicting consumers\u2019 intention to purchase sporting goods online: an application of the model of goal-directed behavior. Asia Pacific Journal of Marketing and Logistics, 30(2), 333\u2013351.","journal-title":"Asia Pacific Journal of Marketing and Logistics"},{"issue":"1","key":"9381_CR126","doi-asserted-by":"crossref","first-page":"113","DOI":"10.1108\/14684521111113614","volume":"35","author":"B Hern\u00e1ndez","year":"2011","unstructured":"Hern\u00e1ndez, B., Jim\u00e9nez, J., & Jos\u00e9 Mart\u00edn, M. (2011). Age, gender and income: Do they really moderate online shopping behaviour? Online Information Review, 35(1), 113\u2013133.","journal-title":"Online Information Review"},{"key":"9381_CR127","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.jretconser.2016.12.012","volume":"36","author":"A Gupta","year":"2017","unstructured":"Gupta, A., & Arora, N. (2017). Understanding determinants and barriers of mobile shopping adoption using behavioral reasoning theory. Journal of Retailing and Consumer Services, 36, 1\u20137.","journal-title":"Journal of Retailing and Consumer Services"},{"issue":"3","key":"9381_CR128","first-page":"193","volume":"6","author":"E Bigne","year":"2005","unstructured":"Bigne, E., Ruiz, C., & Sanz, S. (2005). The impact of internet user shopping patterns and demographics on consumer mobile buying behaviour. Journal of Electronic Commerce Research, 6(3), 193.","journal-title":"Journal of Electronic Commerce Research"},{"issue":"1","key":"9381_CR129","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/s10824-008-9088-5","volume":"33","author":"T Katz-Gerro","year":"2009","unstructured":"Katz-Gerro, T., Raz, S., & Yaish, M. (2009). How do class, status, ethnicity, and religiosity shape cultural omnivorousness in Israel? Journal of Cultural Economics, 33(1), 1\u201317.","journal-title":"Journal of Cultural Economics"},{"issue":"1","key":"9381_CR130","doi-asserted-by":"crossref","first-page":"56","DOI":"10.1504\/IJEG.2014.065080","volume":"7","author":"S Lissitsa","year":"2014","unstructured":"Lissitsa, S., & Lev-On, A. (2014). Gaps close, gaps open: A repeated cross-sectional study of the scope and determinants of the ethnic digital divide. International Journal of Electronic Governance, 7(1), 56\u201371.","journal-title":"International Journal of Electronic Governance"},{"issue":"2","key":"9381_CR131","doi-asserted-by":"crossref","first-page":"74","DOI":"10.1080\/15348423.2018.1531623","volume":"17","author":"S Lissitsa","year":"2018","unstructured":"Lissitsa, S., & Roth Cohen, O. (2018). The decade of online shopping in the Jewish uUltra-orthodox community. Journal of Media and Religion, 17(2), 74\u201389.","journal-title":"Journal of Media and Religion"},{"issue":"2","key":"9381_CR132","first-page":"125","volume":"41","author":"S Farag","year":"2007","unstructured":"Farag, S., Schwanen, T., Dijst, M., & Faber, J. (2007). Shopping online and\/or in-store? A structural equation model of the relationships between e-shopping and in-store shopping. Transportation Research Part A: Policy and Practice, 41(2), 125\u2013141.","journal-title":"Transportation Research Part A: Policy and Practice"},{"issue":"03","key":"9381_CR133","doi-asserted-by":"crossref","first-page":"159","DOI":"10.4236\/psych.2010.13021","volume":"1","author":"I McManus","year":"2010","unstructured":"McManus, I., & Furnham, A. (2010). \u201cFun, fun, fun\u201d: Types of fun, attitudes to fun, and their relation to personality and biographical factors. Psychology, 1(03), 159.","journal-title":"Psychology"}],"container-title":["Electronic Commerce Research"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10660-019-09381-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s10660-019-09381-4\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10660-019-09381-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,6,29]],"date-time":"2021-06-29T16:17:26Z","timestamp":1624983446000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s10660-019-09381-4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,9,22]]},"references-count":133,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2021,6]]}},"alternative-id":["9381"],"URL":"https:\/\/doi.org\/10.1007\/s10660-019-09381-4","relation":{},"ISSN":["1389-5753","1572-9362"],"issn-type":[{"value":"1389-5753","type":"print"},{"value":"1572-9362","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,9,22]]},"assertion":[{"value":"22 September 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Compliance with ethical standards"}},{"value":"On behalf of all authors, the corresponding author states that there is no conflict of interest.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}]}}