{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,11]],"date-time":"2026-01-11T00:52:20Z","timestamp":1768092740858,"version":"3.49.0"},"reference-count":102,"publisher":"Emerald","issue":"5","license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.emerald.com\/insight\/site-policies"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IMDS"],"published-print":{"date-parts":[[2024,5,28]]},"abstract":"<jats:sec><jats:title content-type=\"abstract-subheading\">Purpose<\/jats:title><jats:p>While prior studies have explored the relationship between visual appeal and purchasing decisions, the role of bookmarking has largely been underemphasized. This research aims to address this gap by focusing on the impact of bookmarking on consumer behavior, guided by the cognitive load theory and dual-system theory.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-subheading\">Design\/methodology\/approach<\/jats:title><jats:p>The authors executed a controlled experiment and analyzed the results using a two-stage regression method that linked visual appeal, bookmarking and purchase intent. Further empirical analysis was conducted to authenticate the authors' proposed model, utilizing real-world mobile commerce data from a clothing company.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-subheading\">Findings<\/jats:title><jats:p>This study's findings suggest that visual appeal influences purchase intent primarily through the full mediation of bookmarking, rather than exerting a direct influence. Furthermore, an increase in colorfulness corresponds positively with visual appeal, while visual complexity exhibits an inverted U-shaped relationship with it.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-subheading\">Originality\/value<\/jats:title><jats:p>This study provides novel insights into the choice-set formation process through the theoretical lens of dual-system theory. Additionally, the authors employed an image processing technique to quantify a product's visual appeal as depicted in a photograph. This study also incorporates a comprehensive econometric analysis to connect the objective aspects of visual appeal with subjective responses.<\/jats:p><\/jats:sec>","DOI":"10.1108\/imds-02-2023-0131","type":"journal-article","created":{"date-parts":[[2023,12,29]],"date-time":"2023-12-29T01:31:52Z","timestamp":1703813512000},"page":"1877-1901","source":"Crossref","is-referenced-by-count":9,"title":["Like it, buy it? Examining the role of bookmarking in the mediation of visual appeal and purchase intent from a dual-system perspective"],"prefix":"10.1108","volume":"124","author":[{"given":"Youngjoon","family":"Yu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jae-Hyeon","family":"Ahn","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7250-1651","authenticated-orcid":false,"given":"Dongyeon","family":"Kim","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6040-0204","authenticated-orcid":false,"given":"Kyuhong","family":"Park","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"140","published-online":{"date-parts":[[2024,1,1]]},"reference":[{"key":"key2024052715024229900_ref001","doi-asserted-by":"publisher","DOI":"10.1016\/j.jretconser.2023.103337","article-title":"Cosmetics makers have always sold \u2018hope in a jar\u2019! Understanding the cosmetics purchase intention in the Chinese mobile commerce environment","volume":"73","year":"2023","journal-title":"Journal of Retailing and Consumer Services"},{"issue":"2","key":"key2024052715024229900_ref002","first-page":"n2","article-title":"Spreading the load: mobile information and communications technologies and their effect on information overload","volume":"10","year":"2005","journal-title":"Information Research: An International Electronic Journal"},{"issue":"1","key":"key2024052715024229900_ref003","doi-asserted-by":"crossref","first-page":"39","DOI":"10.1108\/INTR-06-2021-0377","article-title":"I hate ads but not the advertised brands: a qualitative study on Internet users\u2019 lived experiences with YouTube ads","volume":"33","year":"2023","journal-title":"Internet Research"},{"issue":"10","key":"key2024052715024229900_ref004","doi-asserted-by":"publisher","first-page":"760","DOI":"10.1108\/09590551011076533","article-title":"Fast fashion in the retail store environment","volume":"38","year":"2010","journal-title":"International Journal of Retail and Distribution Management"},{"key":"key2024052715024229900_ref005","doi-asserted-by":"publisher","DOI":"10.1016\/j.chb.2022.107564","article-title":"Using augmented reality to reduce cognitive dissonance and increase purchase intention","volume":"140","year":"2023","journal-title":"Computers in Human Behavior"},{"issue":"3","key":"key2024052715024229900_ref006","doi-asserted-by":"publisher","first-page":"275","DOI":"10.1080\/10447310801920508","article-title":"Effects of symmetry and number of compositional elements on interface and design aesthetics","volume":"24","year":"2008","journal-title":"International Journal of Human\u2013Computer Interaction"},{"issue":"5","key":"key2024052715024229900_ref007","doi-asserted-by":"publisher","first-page":"381","DOI":"10.1002\/col.20434","article-title":"Color preference of aged observers compared to young observers","volume":"33","year":"2008","journal-title":"Color Research and Application"},{"issue":"4","key":"key2024052715024229900_ref008","doi-asserted-by":"publisher","first-page":"793","DOI":"10.1162\/rest_a_00506","article-title":"Reducing choice overload without reducing choices","volume":"97","year":"2015","journal-title":"Review of Economics and Statistics"},{"key":"key2024052715024229900_ref009","doi-asserted-by":"crossref","unstructured":"Bond, S.D., Bettman, J.R. and Luce, M.F. (2017), \u201cConsumer judgment from a dual-systems perspective: recent evidence and emerging issues\u201d, in Review of Marketing Research, Routledge, pp.\u00a023-57.","DOI":"10.4324\/9781351550901-1"},{"issue":"13","key":"key2024052715024229900_ref010","doi-asserted-by":"publisher","first-page":"1246","DOI":"10.1002\/(sici)1097-4571(1999)50:13<1246:aid-asi10>3.0.co;2-e","article-title":"Formal features of cyberspace: relationships between web page complexity and site traffic","volume":"50","year":"1999","journal-title":"Journal of the Association for Information Science and Technology"},{"issue":"1","key":"key2024052715024229900_ref011","doi-asserted-by":"publisher","first-page":"48","DOI":"10.1016\/j.elerap.2008.09.001","article-title":"The effects of information overload on consumers' subjective state towards buying decision in the internet shopping environment","volume":"8","year":"2009","journal-title":"Electronic Commerce Research and Applications"},{"issue":"2","key":"key2024052715024229900_ref012","doi-asserted-by":"publisher","first-page":"129","DOI":"10.1016\/j.ijhcs.2011.09.002","article-title":"Facets of simplicity for the smartphone interface: a structural model","volume":"70","year":"2012","journal-title":"International Journal of Human-Computer Studies"},{"issue":"9-10","key":"key2024052715024229900_ref013","doi-asserted-by":"publisher","first-page":"986","DOI":"10.1016\/j.jbusres.2009.01.022","article-title":"Beyond buying: motivations behind consumers' online shopping cart use","volume":"63","year":"2010","journal-title":"Journal of Business Research"},{"issue":"1","key":"key2024052715024229900_ref014","doi-asserted-by":"publisher","first-page":"63","DOI":"10.1111\/j.0737-6782.2005.00103.x","article-title":"The different roles of product appearance in consumer choice","volume":"22","year":"2005","journal-title":"Journal of Product Innovation Management"},{"issue":"9\/10","key":"key2024052715024229900_ref015","doi-asserted-by":"publisher","first-page":"1437","DOI":"10.1108\/03090561011062916","article-title":"Product value importance and consumer preference for visual complexity and symmetry","volume":"44","year":"2010","journal-title":"European Journal of Marketing"},{"issue":"3","key":"key2024052715024229900_ref016","doi-asserted-by":"publisher","first-page":"539","DOI":"10.2307\/20650308","article-title":"Exploring human images in website design: a multi-method approach","volume":"33","year":"2009","journal-title":"MIS Quarterly"},{"issue":"9","key":"key2024052715024229900_ref017","doi-asserted-by":"publisher","first-page":"1518","DOI":"10.1080\/13683500.2022.2058466","article-title":"Do first impressions matter? Effect of first impressions on tourists' destination choice: an event-related potential study","volume":"26","year":"2023","journal-title":"Current Issues in Tourism"},{"issue":"4","key":"key2024052715024229900_ref018","doi-asserted-by":"publisher","first-page":"711","DOI":"10.2307\/25750702","article-title":"Affect in web interfaces: a study of the impacts of web page visual complexity and order","volume":"34","year":"2010","journal-title":"Mis Quarterly"},{"issue":"6","key":"key2024052715024229900_ref019","doi-asserted-by":"publisher","first-page":"4024","DOI":"10.1287\/mnsc.2021.4044","article-title":"Product ranking on online platforms","volume":"68","year":"2022","journal-title":"Management Science"},{"issue":"4","key":"key2024052715024229900_ref020","doi-asserted-by":"publisher","first-page":"528","DOI":"10.1016\/j.jcps.2013.02.002","article-title":"A dual-system framework to understand preference construction processes in choice","volume":"23","year":"2013","journal-title":"Journal of Consumer Psychology"},{"issue":"2","key":"key2024052715024229900_ref021","doi-asserted-by":"publisher","first-page":"287","DOI":"10.2307\/257970","article-title":"Conjectures on cognitive simplification in acquisition and divestment decision making","volume":"10","year":"1985","journal-title":"Academy of Management Review"},{"issue":"116","key":"key2024052715024229900_ref022","doi-asserted-by":"publisher","first-page":"1","DOI":"10.3389\/fnagi.2019.00116","article-title":"Visual information processing in young and older adults","volume":"11","year":"2019","journal-title":"Frontiers in Aging Neuroscience"},{"issue":"8","key":"key2024052715024229900_ref023","doi-asserted-by":"publisher","first-page":"1375","DOI":"10.1016\/s0191-8869(00)00231-2","article-title":"Color preferences according to gender and sexual orientation","volume":"31","year":"2001","journal-title":"Personality and Individual Differences"},{"key":"key2024052715024229900_ref024","doi-asserted-by":"crossref","unstructured":"Evans, J.S.B. and Frankish, K. (2009), Two Minds: Dual Processes and beyond, Oxford University Press, Oxford, Vol.\u00a010.","DOI":"10.1093\/acprof:oso\/9780199230167.001.0001"},{"issue":"2","key":"key2024052715024229900_ref025","doi-asserted-by":"publisher","DOI":"10.1016\/j.im.2022.103750","article-title":"Do women and men click differently? Mobile devices mitigate gender differences in online dating","volume":"60","year":"2023","journal-title":"Information and Management"},{"issue":"4","key":"key2024052715024229900_ref026","doi-asserted-by":"publisher","first-page":"553","DOI":"10.1086\/599764","article-title":"Opportunity cost neglect","volume":"36","year":"2009","journal-title":"Journal of Consumer Research"},{"key":"key2024052715024229900_ref027","doi-asserted-by":"publisher","first-page":"55","DOI":"10.1016\/j.joep.2013.02.007","article-title":"An approximate dual-self model and paradoxes of choice under risk","volume":"41","year":"2014","journal-title":"Journal of Economic Psychology"},{"issue":"2","key":"key2024052715024229900_ref028","doi-asserted-by":"publisher","first-page":"197","DOI":"10.1080\/00224545.1983.9713212","article-title":"The halo effect of an initial impression upon speaker and audience","volume":"120","year":"1983","journal-title":"The Journal of Social Psychology"},{"key":"key2024052715024229900_ref029","doi-asserted-by":"publisher","DOI":"10.1016\/j.elerap.2022.101135","article-title":"The hidden conversion funnel of mobile vs. desktop consumers","volume":"53","year":"2022","journal-title":"Electronic Commerce Research and Applications"},{"issue":"2","key":"key2024052715024229900_ref030","doi-asserted-by":"publisher","first-page":"412","DOI":"10.1002\/cb.1872","article-title":"Wish list thinking: the quasi\u2010endowment effect's impact on online wish lists outcomes","volume":"20","year":"2021","journal-title":"Journal of Consumer Behaviour"},{"issue":"9","key":"key2024052715024229900_ref031","doi-asserted-by":"publisher","first-page":"870","DOI":"10.1080\/10447318.2019.1699745","article-title":"How user's first impression forms on mobile user interface?: an ERPs study","volume":"36","year":"2020","journal-title":"International Journal of Human\u2013Computer Interaction"},{"key":"key2024052715024229900_ref032","first-page":"1","article-title":"The doctrine of the mean: chinese calligraphy with moderate visual complexity elicits high aesthetic preference","year":"2022","journal-title":"International Journal of Human\u2013Computer Interaction"},{"key":"key2024052715024229900_ref033","first-page":"1187","article-title":"Infographic aesthetics: designing for the first impression","year":"2015"},{"key":"key2024052715024229900_ref034","doi-asserted-by":"crossref","unstructured":"Hasler, D. and Suesstrunk, S.E. (2003), \u201cMeasuring colorfulness in natural images\u201d, in Human Vision and Electronic Imaging VIII, SPIE, Vol.\u00a05007, pp.\u00a087-95.","DOI":"10.1117\/12.477378"},{"issue":"2","key":"key2024052715024229900_ref035","doi-asserted-by":"publisher","first-page":"216","DOI":"10.1108\/07378831311329022","article-title":"Android smartphone adoption and intention to pay for mobile internet: perspectives from software, hardware, design, and value","volume":"31","year":"2013","journal-title":"Library Hi Tech"},{"key":"key2024052715024229900_ref036","doi-asserted-by":"publisher","DOI":"10.1108\/jfmm-04-2022-0080","article-title":"Why do consumers leave fast fashion stores? Role of shoppers' confusion","year":"2023","journal-title":"Journal of Fashion Marketing and Management"},{"issue":"2","key":"key2024052715024229900_ref037","doi-asserted-by":"publisher","first-page":"191","DOI":"10.1108\/09564231311323962","article-title":"Measuring consumer perceptions of online shopping convenience","volume":"24","year":"2013","journal-title":"Journal of Service Management"},{"key":"key2024052715024229900_ref038","first-page":"218","volume-title":"Attention and Effort","year":"1973"},{"key":"key2024052715024229900_ref039","first-page":"351","article-title":"Maps of bounded rationality: a perspective on intuitive judgment and choice","volume":"8","year":"2002","journal-title":"Nobel Prize Lecture"},{"key":"key2024052715024229900_ref040","volume-title":"Thinking, Fast and Slow","year":"2011"},{"key":"key2024052715024229900_ref041","unstructured":"Kahneman, D. and Frederick, S. (2005), \u201cA model of heuristic judgment\u201d, in Holyoak, K.J. and Morrison, R.G. (Eds), The Cambridge Handbook of Thinking and Reasoning, pp.\u00a0267-293."},{"issue":"6","key":"key2024052715024229900_ref042","doi-asserted-by":"publisher","first-page":"515","DOI":"10.1037\/a0016755","article-title":"Conditions for intuitive expertise: a failure to disagree","volume":"64","year":"2009","journal-title":"American Psychologist"},{"key":"key2024052715024229900_ref043","doi-asserted-by":"publisher","DOI":"10.1016\/j.tele.2022.101936","article-title":"Immersive interactive technologies and virtual shopping experiences: differences in consumer perceptions between augmented reality (AR) and virtual reality (VR)","volume":"77","year":"2023","journal-title":"Telematics and Informatics"},{"key":"key2024052715024229900_ref044","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2022.113820","article-title":"An exploration of the relation between the visual attributes of thumbnails and the view-through of videos: the case of branded video content","volume":"160","year":"2022","journal-title":"Decision Support Systems"},{"issue":"16","key":"key2024052715024229900_ref045","doi-asserted-by":"crossref","first-page":"3617","DOI":"10.1080\/0144929X.2021.2009570","article-title":"The role of usability, aesthetics, usefulness and primary task support in predicting the perceived credibility of academic social networking sites","volume":"41","year":"2022","journal-title":"Behaviour and Information Technology"},{"key":"key2024052715024229900_ref046","doi-asserted-by":"publisher","DOI":"10.1016\/j.displa.2021.102134","article-title":"Affective psychology and color display of interactive website design","volume":"71","year":"2022","journal-title":"Displays"},{"issue":"11","key":"key2024052715024229900_ref047","first-page":"3","article-title":"Beautiful is good and good is reputable: multiple-attribute charity website evaluation and initial perceptions of reputation under the halo effect","volume":"20","year":"2019","journal-title":"Journal of the Association for Information Systems"},{"issue":"3","key":"key2024052715024229900_ref048","doi-asserted-by":"publisher","first-page":"269","DOI":"10.1016\/j.ijhcs.2003.09.002","article-title":"Assessing dimensions of perceived visual aesthetics of web sites","volume":"60","year":"2004","journal-title":"International Journal of Human-Computer Studies"},{"issue":"3","key":"key2024052715024229900_ref049","doi-asserted-by":"publisher","first-page":"299","DOI":"10.1080\/09593969.2021.1901765","article-title":"Consumer behavior with augmented reality in retail: a\u00a0review and research agenda","volume":"31","year":"2021","journal-title":"The International Review of Retail, Distribution and Consumer Research"},{"key":"key2024052715024229900_ref050","article-title":"The impact of product photo on online consumer purchase intention: an image-processing enabled empirical study","year":"2014"},{"issue":"2","key":"key2024052715024229900_ref051","doi-asserted-by":"publisher","first-page":"115","DOI":"10.1080\/01449290500330448","article-title":"Attention web designers: you have 50 milliseconds to make a good first impression","volume":"25","year":"2006","journal-title":"Behaviour and Information Technology"},{"issue":"1","key":"key2024052715024229900_ref052","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/1959022.1959023","article-title":"An exploration of relations between visual appeal, trustworthiness and perceived usability of homepages","volume":"18","year":"2011","journal-title":"ACM Transactions on Computer-Human Interaction (TOCHI)"},{"issue":"4","key":"key2024052715024229900_ref053","doi-asserted-by":"publisher","first-page":"752","DOI":"10.1108\/intr-09-2016-0280","article-title":"The art of appeal in electronic commerce: understanding the impact of product and website quality on online purchases","volume":"27","year":"2017","journal-title":"Internet Research"},{"key":"key2024052715024229900_ref054","doi-asserted-by":"publisher","DOI":"10.1016\/j.tele.2019.101285","article-title":"Reason and passion in public discussion on sina weibo","volume":"45","year":"2019","journal-title":"Telematics and Informatics"},{"issue":"3","key":"key2024052715024229900_ref055","doi-asserted-by":"publisher","first-page":"567","DOI":"10.1002\/mar.21754","article-title":"To touch or not to touch: examining the role of choice set size","volume":"40","year":"2023","journal-title":"Psychology and Marketing"},{"issue":"1","key":"key2024052715024229900_ref056","doi-asserted-by":"publisher","first-page":"63","DOI":"10.1086\/209241","article-title":"Exploring differences in males' and females' processing strategies","volume":"18","year":"1991","journal-title":"Journal of Consumer Research"},{"issue":"2","key":"key2024052715024229900_ref057","doi-asserted-by":"publisher","first-page":"81","DOI":"10.1037\/h0043158","article-title":"The magical number seven, plus or minus two: some limits on our capacity for processing information","volume":"63","year":"1956","journal-title":"Psychological Review"},{"key":"key2024052715024229900_ref058","doi-asserted-by":"publisher","first-page":"103103","DOI":"10.1016\/j.ijhcs.2023.103103","article-title":"The effect of prototypicality on webpage aesthetics, usability, and trustworthiness","volume":"179","year":"2023","journal-title":"International Journal of Human-Computer Studies"},{"issue":"10","key":"key2024052715024229900_ref059","doi-asserted-by":"publisher","first-page":"689","DOI":"10.1016\/j.ijhcs.2010.05.006","article-title":"Facets of visual aesthetics","volume":"68","year":"2010","journal-title":"International Journal of Human-Computer Studies"},{"issue":"4","key":"key2024052715024229900_ref060","doi-asserted-by":"publisher","first-page":"357","DOI":"10.1108\/jrim-11-2018-0147","article-title":"Analyzing the effects of visual aesthetic of Web pages on users' responses in online retailing using the VisAWI method","volume":"14","year":"2020","journal-title":"Journal of Research in Interactive Marketing"},{"issue":"4","key":"key2024052715024229900_ref061","doi-asserted-by":"publisher","first-page":"524","DOI":"10.1016\/j.jretai.2014.05.004","article-title":"Is beauty in the aisles of the retailer? Package processing in visually complex contexts","volume":"90","year":"2014","journal-title":"Journal of Retailing"},{"key":"key2024052715024229900_ref062","volume-title":"Aesthetics and Art History","year":"1968"},{"issue":"4","key":"key2024052715024229900_ref063","doi-asserted-by":"publisher","first-page":"386","DOI":"10.1016\/j.elerap.2007.11.004","article-title":"eWOM overload and its effect on consumer behavioral intention depending on consumer involvement","volume":"7","year":"2008","journal-title":"Electronic Commerce Research and Applications"},{"issue":"4","key":"key2024052715024229900_ref064","doi-asserted-by":"publisher","first-page":"433","DOI":"10.1108\/13612020610701965","article-title":"A structural model of fashion-oriented impulse buying behavior","volume":"10","year":"2006","journal-title":"Journal of Fashion Marketing and Management: An International Journal"},{"issue":"4","key":"key2024052715024229900_ref065","doi-asserted-by":"publisher","first-page":"438","DOI":"10.1057\/ejis.2012.17","article-title":"The effect of colors of e-commerce websites on consumer mood, memorization and buying intention","volume":"21","year":"2012","journal-title":"European Journal of Information Systems"},{"key":"key2024052715024229900_ref066","doi-asserted-by":"publisher","DOI":"10.1016\/j.techfore.2022.122111","article-title":"Predicting consumers' purchase intention through fast fashion mobile apps: the mediating role of attitude and the moderating role of COVID-19","volume":"186","year":"2023","journal-title":"Technological Forecasting and Social Change"},{"issue":"3","key":"key2024052715024229900_ref067","doi-asserted-by":"publisher","first-page":"463","DOI":"10.1016\/j.tele.2013.10.003","article-title":"The influence of repetition and time pressure on effectiveness of mobile advertising messages","volume":"31","year":"2014","journal-title":"Telematics and Informatics"},{"key":"key2024052715024229900_ref068","first-page":"11","article-title":"Quantifying visual preferences around the world","year":"2014"},{"key":"key2024052715024229900_ref069","first-page":"2049","article-title":"Predicting users' first impressions of website aesthetics with a quantification of perceived visual complexity and colorfulness","year":"2013"},{"issue":"2","key":"key2024052715024229900_ref070","doi-asserted-by":"publisher","first-page":"17","DOI":"10.1167\/7.2.17","article-title":"Measuring visual clutter","volume":"7","year":"2007","journal-title":"Journal of Vision"},{"issue":"1","key":"key2024052715024229900_ref071","doi-asserted-by":"publisher","first-page":"35","DOI":"10.1002\/(sici)1520-6378(199602)21:1<35:aid-col4>3.0.co;2-6","article-title":"Comparative studies on color preference in Japan and other Asian regions, with special emphasis on the preference for white","volume":"21","year":"1996","journal-title":"Color Research and Application"},{"key":"key2024052715024229900_ref072","volume-title":"The Paradox of Choice: Why More Is Less","year":"2004"},{"key":"key2024052715024229900_ref073","doi-asserted-by":"publisher","first-page":"375","DOI":"10.1016\/j.chb.2015.02.056","article-title":"Linking objective design factors with subjective aesthetics: an experimental study on how structure and color of websites affect the facets of users' visual aesthetic perception","volume":"49","year":"2015","journal-title":"Computers in Human Behavior"},{"key":"key2024052715024229900_ref074","doi-asserted-by":"publisher","first-page":"622","DOI":"10.1016\/j.chb.2016.02.090","article-title":"The effect of web advertising visual design on online purchase intention: an examination across gender","volume":"60","year":"2016","journal-title":"Computers in Human Behavior"},{"key":"key2024052715024229900_ref075","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1080\/10410236.2023.2175635","article-title":"How visual aesthetics and calorie density predict food image popularity on instagram: a computer vision analysis","year":"2023","journal-title":"Health Communication"},{"key":"key2024052715024229900_ref076","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2022.119167","article-title":"Fashion intelligence system: an outfit interpretation utilizing images and rich abstract tags","volume-title":"Expert Systems with Applications","year":"2023"},{"issue":"3","key":"key2024052715024229900_ref077","doi-asserted-by":"publisher","first-page":"278","DOI":"10.1086\/209563","article-title":"Heart and mind in conflict: the interplay of affect and cognition in consumer decision making","volume":"26","year":"1999","journal-title":"Journal of Consumer Research"},{"issue":"3","key":"key2024052715024229900_ref078","doi-asserted-by":"publisher","first-page":"181","DOI":"10.1007\/bf02404071","article-title":"Consideration set influences on consumer decision-making and choice: issues, models, and suggestions","volume":"2","year":"1991","journal-title":"Marketing Letters"},{"key":"key2024052715024229900_ref079","first-page":"187","article-title":"Designing organizations for an information-rich world","volume":"70","year":"1996","journal-title":"International Library of Critical Writings in Economics"},{"issue":"8","key":"key2024052715024229900_ref080","doi-asserted-by":"publisher","first-page":"1610","DOI":"10.1002\/mar.21674","article-title":"The colorful company: effects of brand logo colorfulness on consumer judgments","volume":"39","year":"2022","journal-title":"Psychology and Marketing"},{"issue":"5","key":"key2024052715024229900_ref081","doi-asserted-by":"publisher","first-page":"701","DOI":"10.1017\/s0140525x00623439","article-title":"Advancing the rationality debate","volume":"23","year":"2000","journal-title":"Behavioral and Brain Sciences"},{"issue":"3","key":"key2024052715024229900_ref082","doi-asserted-by":"publisher","first-page":"205","DOI":"10.1207\/s15327663jcp1603_2","article-title":"Reflective and impulsive determinants of consumer behavior","volume":"16","year":"2006","journal-title":"Journal of Consumer Psychology"},{"issue":"1","key":"key2024052715024229900_ref083","doi-asserted-by":"publisher","first-page":"48","DOI":"10.1177\/0022242921995449","article-title":"Augmented reality in retail and its impact on sales","volume":"86","year":"2022","journal-title":"Journal of Marketing"},{"issue":"1","key":"key2024052715024229900_ref084","doi-asserted-by":"publisher","first-page":"25","DOI":"10.1037\/h0071663","article-title":"A constant error in psychological ratings","volume":"4","year":"1920","journal-title":"Journal of Applied Psychology"},{"key":"key2024052715024229900_ref085","doi-asserted-by":"publisher","DOI":"10.1016\/j.jretconser.2022.103031","article-title":"How background visual complexity influences purchase intention in live streaming: the mediating role of emotion and the moderating role of gender","volume":"67","year":"2022","journal-title":"Journal of Retailing and Consumer Services"},{"issue":"6","key":"key2024052715024229900_ref086","doi-asserted-by":"publisher","first-page":"1831","DOI":"10.1016\/j.chb.2010.07.016","article-title":"Symmetry and aesthetics in website design: it's a man's business","volume":"26","year":"2010","journal-title":"Computers in Human Behavior"},{"issue":"11","key":"key2024052715024229900_ref087","doi-asserted-by":"publisher","first-page":"794","DOI":"10.1016\/j.ijhcs.2012.06.003","article-title":"The role of visual complexity and prototypicality regarding first impression of websites: working towards understanding aesthetic judgments","volume":"70","year":"2012","journal-title":"International Journal of Human-Computer Studies"},{"issue":"4157","key":"key2024052715024229900_ref088","doi-asserted-by":"publisher","first-page":"1124","DOI":"10.1126\/science.185.4157.1124","article-title":"Judgment under uncertainty: heuristics and biases","volume":"185","year":"1974","journal-title":"Science"},{"key":"key2024052715024229900_ref089","doi-asserted-by":"publisher","first-page":"589","DOI":"10.1016\/j.ins.2021.06.071","article-title":"A novel webpage layout aesthetic evaluation model for quantifying webpage layout design","volume":"576","year":"2021","journal-title":"Information Sciences"},{"issue":"1","key":"key2024052715024229900_ref090","doi-asserted-by":"publisher","first-page":"83","DOI":"10.1007\/s10660-016-9245-4","article-title":"Effects of the aesthetic design of icons on app downloads: evidence from an android market","volume":"17","year":"2017","journal-title":"Electronic Commerce Research"},{"issue":"8","key":"key2024052715024229900_ref091","doi-asserted-by":"publisher","first-page":"1848","DOI":"10.1108\/imds-08-2020-0484","article-title":"Beauty matters: reducing bounce rate by aesthetics of experience product portal page","volume":"121","year":"2021","journal-title":"Industrial Management and Data Systems"},{"key":"key2024052715024229900_ref092","volume-title":"3 Mobile Commerce Trends that Are Dominating 2022","year":"2022"},{"key":"key2024052715024229900_ref093","volume-title":"Linear Mixed Models: A Practical Guide Using Statistical Software","year":"2006"},{"key":"key2024052715024229900_ref094","doi-asserted-by":"publisher","DOI":"10.1016\/j.elerap.2021.101100","article-title":"Color in web banner advertising: the influence of analogous and complementary colors on attitude and purchase intention","volume":"50","year":"2021","journal-title":"Electronic Commerce Research and Applications"},{"issue":"4","key":"key2024052715024229900_ref095","doi-asserted-by":"publisher","first-page":"295","DOI":"10.1016\/j.elerap.2006.04.006","article-title":"Comparison of product bundling strategies on different online shopping behaviors","volume":"5","year":"2006","journal-title":"Electronic Commerce Research and Applications"},{"key":"key2024052715024229900_ref096","doi-asserted-by":"publisher","DOI":"10.1016\/j.jretconser.2021.102683","article-title":"Consumer perceived value and impulse buying behavior on mobile commerce: the moderating effect of social influence","volume":"63","year":"2021","journal-title":"Journal of Retailing and Consumer Services"},{"key":"key2024052715024229900_ref097","doi-asserted-by":"publisher","first-page":"240","DOI":"10.1016\/j.chb.2014.05.030","article-title":"The effects of home page design on consumer responses: moderating role of centrality of visual product aesthetics","volume":"38","year":"2014","journal-title":"Computers in Human Behavior"},{"key":"key2024052715024229900_ref098","first-page":"173","article-title":"Predicting the mobile consumer purchase behavior using quantified visual preferences","year":"2017"},{"issue":"2","key":"key2024052715024229900_ref099","doi-asserted-by":"publisher","first-page":"637","DOI":"10.1111\/poms.13891","article-title":"The version effect of apps and operating systems in mobile commerce","volume":"32","year":"2023","journal-title":"Production and Operations Management"},{"key":"key2024052715024229900_ref100","first-page":"1","article-title":"Online impulse purchase in social commerce: roles of social capital and information overload","year":"2023","journal-title":"International Journal of Human\u2013Computer Interaction"},{"key":"key2024052715024229900_ref101","doi-asserted-by":"publisher","first-page":"813","DOI":"10.1016\/j.jbusres.2020.10.067","article-title":"To purchase or to remove? Online shopping cart warning pop-up messages can polarize liking and purchase intention","volume":"132","year":"2021","journal-title":"Journal of Business Research"},{"key":"key2024052715024229900_ref102","first-page":"1","article-title":"Correlating low-level image statistics with users-rapid aesthetic and affective judgments of web pages","year":"2009"}],"container-title":["Industrial Management &amp; Data Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.emerald.com\/insight\/content\/doi\/10.1108\/IMDS-02-2023-0131\/full\/xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/www.emerald.com\/insight\/content\/doi\/10.1108\/IMDS-02-2023-0131\/full\/html","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,24]],"date-time":"2025-07-24T21:51:25Z","timestamp":1753393885000},"score":1,"resource":{"primary":{"URL":"http:\/\/www.emerald.com\/imds\/article\/124\/5\/1877-1901\/1225095"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,1,1]]},"references-count":102,"journal-issue":{"issue":"5","published-online":{"date-parts":[[2024,1,1]]},"published-print":{"date-parts":[[2024,5,28]]}},"alternative-id":["10.1108\/IMDS-02-2023-0131"],"URL":"https:\/\/doi.org\/10.1108\/imds-02-2023-0131","relation":{},"ISSN":["0263-5577"],"issn-type":[{"value":"0263-5577","type":"print"}],"subject":[],"published":{"date-parts":[[2024,1,1]]}}}