{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,22]],"date-time":"2026-01-22T01:11:22Z","timestamp":1769044282725,"version":"3.49.0"},"reference-count":92,"publisher":"MDPI AG","issue":"2","license":[{"start":{"date-parts":[[2024,6,8]],"date-time":"2024-06-08T00:00:00Z","timestamp":1717804800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["JTAER"],"abstract":"<jats:p>As a result of globalization and other factors, periodic shocks to economic activity have become more frequent in recent years. How these periods of economic uncertainty affect different business sectors and industries has become an important emerging area of research activity. Sensory experiences are increasingly recognized as an important aspect of the customer experience. Likewise, online reviews and the usefulness rating given by review consumers are important factors in the consumers\u2019 purchasing decision-making process. How these factors are affected by periods of crisis is an underexplored area of research that this study addresses through the exploration and comparison of the perceived helpfulness of sensory experience online reviews, specifically in the hotel industry, before and since the COVID-19 pandemic. Primary data were harvested from the Booking.com website before and during the pandemic; 143,739 online reviews were analyzed using a keyword search based on six dimensions of hotel services to identify those reviews with sensory experience content. The analysis applied Herzberg\u2019s two-factor theory, where each service attribute was examined as both positive (satisfier) and negative (dissatisfier). Empirical analytical methods were applied to produce compelling findings. The findings indicate that the reviews of multisensory experiences affect the perceived value of a post both negatively and positively, respectively, and that the pandemic did not affect the relationship between reviews and the perceived helpfulness of the reviews. This study has both theoretical and practical implications for researchers and practitioners by applying and building on Herzberg\u2019s two-factor theory of online reviews in the hospitality sector during a period of crisis, as well as addressing a gap in the existing literature on how the pandemic affected the relationships between the online reviews of sensory experiences and their perceived usefulness. Practitioners may find the results useful in how they allocate their resources and focus during such periods to optimize their competitiveness.<\/jats:p>","DOI":"10.3390\/jtaer19020073","type":"journal-article","created":{"date-parts":[[2024,6,10]],"date-time":"2024-06-10T10:45:56Z","timestamp":1718016356000},"page":"1471-1492","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["Usefulness of Online Reviews of Sensory Experiences: Pre- vs. Post-Pandemic"],"prefix":"10.3390","volume":"19","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0037-2117","authenticated-orcid":false,"given":"Jong Min","family":"Kim","sequence":"first","affiliation":[{"name":"College of Social Sciences, Konkuk University, Seoul 27478, Republic of Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2654-6947","authenticated-orcid":false,"given":"Keeyeon Ki-cheon","family":"Park","sequence":"additional","affiliation":[{"name":"Department of Business Information Education, Kongju National University, Gongju 32588, Republic of Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1181-8695","authenticated-orcid":false,"given":"Rob Kim","family":"Marjerison","sequence":"additional","affiliation":[{"name":"College of Business and Public Management, Wenzhou-Kean University, Wenzhou 325060, China"},{"name":"Institute for Sustainability Studies, Wenzhou-Kean University, Wenzhou 325060, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"1968","published-online":{"date-parts":[[2024,6,8]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","unstructured":"Mudambi, S.M., and Schuff, D. (2010). Research Note: What Makes a Helpful Online Review? A Study of Customer Reviews on Amazon. Com. MIS Q., 185\u2013200.","DOI":"10.2307\/20721420"},{"key":"ref_2","doi-asserted-by":"crossref","first-page":"102846","DOI":"10.1016\/j.jretconser.2021.102846","article-title":"How Online Reviews and Coupons Affect Sales and Pricing: An Empirical Study Based on e-Commerce Platform","volume":"65","author":"Duan","year":"2022","journal-title":"J. Retail. Consum. Serv."},{"key":"ref_3","doi-asserted-by":"crossref","first-page":"291","DOI":"10.1007\/s10660-017-9258-7","article-title":"Opinion Evolution of Online Consumer Reviews in the E-Commerce Environment","volume":"18","author":"Wan","year":"2018","journal-title":"Electron. Commer. Res."},{"key":"ref_4","doi-asserted-by":"crossref","unstructured":"Or\u0103\u0219tean, R., Ogrean, C., and M\u0103rginean, S.C. (2021). Modelling of Population Consumption in Conditions of Instability. Proceedings of the Organizations and Performance in a Complex World, Springer International Publishing.","DOI":"10.1007\/978-3-030-50676-6"},{"key":"ref_5","first-page":"21","article-title":"Investor Behavior During Periods of Crises: The Chinese Funds Market During the 2020 Pandemic","volume":"12","author":"Marjerison","year":"2023","journal-title":"Rev. Integr. Bus. Econ. Res."},{"key":"ref_6","doi-asserted-by":"crossref","unstructured":"Crosta, A.D., Ceccato, I., Marchetti, D., Malva, P.L., Maiella, R., Cannito, L., Cipi, M., Mammarella, N., Palumbo, R., and Verrocchio, M.C. (2021). Psychological Factors and Consumer Behavior during the COVID-19 Pandemic. PLOS ONE, 16.","DOI":"10.1371\/journal.pone.0256095"},{"key":"ref_7","first-page":"92","article-title":"The Impact of Political Instability on Tourism: Case of Thailand","volume":"5","author":"Ingram","year":"2013","journal-title":"Worldw. Hosp. Tour. Themes"},{"key":"ref_8","doi-asserted-by":"crossref","unstructured":"Gao, H., Kim, J.Y., Hussain, W., Iqbal, M., and Duan, Y. (2022). Analysis of E-Consumer Behavior During the COVID-19 Pandemic. Intelligent Processing Practices and Tools for E-Commerce Data, Information, and Knowledge, Springer International Publishing. EAI\/Springer Innovations in Communication and Computing.","DOI":"10.1007\/978-3-030-78303-7"},{"key":"ref_9","doi-asserted-by":"crossref","unstructured":"Fernandes, N. (2020). Economic Effects of Coronavirus Outbreak (COVID-19) on the World Economy, IESE. IESE Business School Working Paper No. WP-1240-E.","DOI":"10.2139\/ssrn.3557504"},{"key":"ref_10","doi-asserted-by":"crossref","first-page":"425","DOI":"10.1016\/j.tourman.2017.06.014","article-title":"Is Tourism an Engine for Economic Recovery? Theory and Empirical Evidence","volume":"67","author":"Dogru","year":"2018","journal-title":"Tour. Manag."},{"key":"ref_11","doi-asserted-by":"crossref","first-page":"132","DOI":"10.1016\/j.jhtm.2022.02.027","article-title":"Does Hotel Customer Satisfaction Change during the COVID-19? A Perspective from Online Reviews","volume":"51","author":"Song","year":"2022","journal-title":"J. Hosp. Tour. Manag."},{"key":"ref_12","doi-asserted-by":"crossref","first-page":"842141","DOI":"10.3389\/fpsyg.2022.842141","article-title":"Service Quality and Customer Satisfaction in the Post Pandemic World: A Study of Saudi Auto Care Industry","volume":"13","author":"Zygiaris","year":"2022","journal-title":"Front. Psychol."},{"key":"ref_13","unstructured":"W\u00f6rndl, W., Koo, C., and Stienmetz, J.L. (2021). A Comparison of Hotel Guest Experience Before and During Pandemic: Evidence from Online Reviews. Proceedings of the Information and Communication Technologies in Tourism, Springer International Publishing."},{"key":"ref_14","doi-asserted-by":"crossref","first-page":"101693","DOI":"10.1016\/j.tele.2021.101693","article-title":"What Is the Impact of Service Quality on Customers\u2019 Satisfaction during COVID-19 Outbreak? New Findings from Online Reviews Analysis","volume":"64","author":"Nilashi","year":"2021","journal-title":"Telemat. Inform."},{"key":"ref_15","doi-asserted-by":"crossref","unstructured":"Sulu, D., Arasli, H., and Saydam, M.B. (2022). Air-Travelers\u2019 Perceptions of Service Quality during the COVID-19 Pandemic: Evidence from Tripadvisor Sites. Sustainability, 14.","DOI":"10.3390\/su14010435"},{"key":"ref_16","doi-asserted-by":"crossref","unstructured":"Liu, C., Wang, S., and Jia, G. (2020). Exploring E-Commerce Big Data and Customer-Perceived Value: An Empirical Study on Chinese Online Customers. Sustainability, 12.","DOI":"10.3390\/su12208649"},{"key":"ref_17","doi-asserted-by":"crossref","unstructured":"Zhang, R., and Tran, T.T. (2009). Helping E-Commerce Consumers Make Good Purchase Decisions: A User Reviews-Based Approach, Springer.","DOI":"10.1007\/978-3-642-01187-0_1"},{"key":"ref_18","doi-asserted-by":"crossref","first-page":"125","DOI":"10.1016\/j.tourman.2015.09.020","article-title":"In Search of Patterns among Travellers\u2019 Hotel Ratings in TripAdvisor","volume":"53","author":"Banerjee","year":"2016","journal-title":"Tour. Manag."},{"key":"ref_19","doi-asserted-by":"crossref","first-page":"103066","DOI":"10.1016\/j.jretconser.2022.103066","article-title":"Measuring the Impact of Online Reviews on Consumer Purchase Decisions \u2013 A Scale Development Study","volume":"68","author":"Fernandes","year":"2022","journal-title":"J. Retail. Consum. Serv."},{"key":"ref_20","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.dss.2018.05.006","article-title":"Influence of Consumer Reviews on Online Purchasing Decisions in Older and Younger Adults","volume":"113","author":"Abramczuk","year":"2018","journal-title":"Decis. Support Syst."},{"key":"ref_21","first-page":"51","article-title":"E-WOM: The Effects of Online Consumer Reviews on Purchasing Decisions","volume":"7","author":"Bayram","year":"2012","journal-title":"Int. J. Internet Mark. Advert."},{"key":"ref_22","doi-asserted-by":"crossref","first-page":"104","DOI":"10.1108\/IntR-08-2017-0307","article-title":"The Most Optimal Way to Deal with Negative Consumer Review: Can Positive Brand and Customer Responses Rebuild Product Purchase Intentions?","volume":"29","author":"Brunner","year":"2019","journal-title":"Internet Res."},{"key":"ref_23","doi-asserted-by":"crossref","first-page":"104","DOI":"10.1016\/j.chb.2019.03.010","article-title":"Credibility of Negative Online Product Reviews: Reviewer Gender, Reputation and Emotion Effects","volume":"97","author":"Craciun","year":"2019","journal-title":"Comput. Hum. Behav."},{"key":"ref_24","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.ijhm.2013.12.004","article-title":"Refreshing Hotel Satisfaction Studies by Reconfiguring Customer Review Data","volume":"38","author":"Zhou","year":"2014","journal-title":"Int. J. Hosp. Manag."},{"key":"ref_25","doi-asserted-by":"crossref","first-page":"4313","DOI":"10.1108\/IJCHM-03-2018-0263","article-title":"Multisensory Experience for Enhancing Hotel Guest Experience: Empirical Evidence from Big Data Analytics","volume":"31","author":"Lee","year":"2019","journal-title":"Int. J. Contemp. Hosp. Manag."},{"key":"ref_26","doi-asserted-by":"crossref","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","author":"Park","year":"2008","journal-title":"Electron. Commer. Res. Appl."},{"key":"ref_27","doi-asserted-by":"crossref","first-page":"248","DOI":"10.1108\/09564239810223556","article-title":"Customer Expectations versus Perceptions of Service Performance in the Foodservice Industry","volume":"9","author":"Johns","year":"1998","journal-title":"Int. J. Serv. Ind. Manag."},{"key":"ref_28","doi-asserted-by":"crossref","first-page":"23","DOI":"10.1080\/10548408.2013.750971","article-title":"The Influence of Online Reviews on Consumers\u2019 Attributions of Service Quality and Control for Service Standards in Hotels","volume":"30","author":"Browning","year":"2013","journal-title":"J. Travel Tour. Mark."},{"key":"ref_29","doi-asserted-by":"crossref","first-page":"123","DOI":"10.1016\/j.tourman.2008.04.008","article-title":"Tried and Tested: The Impact of Online Hotel Reviews on Consumer Consideration","volume":"30","author":"Vermeulen","year":"2009","journal-title":"Tour. Manag."},{"key":"ref_30","doi-asserted-by":"crossref","first-page":"47","DOI":"10.1016\/j.ijhm.2018.01.003","article-title":"Digital Marketing Strategies, Online Reviews and Hotel Performance","volume":"72","author":"Holthof","year":"2018","journal-title":"Int. J. Hosp. Manag."},{"key":"ref_31","doi-asserted-by":"crossref","first-page":"1407","DOI":"10.1287\/mnsc.49.10.1407.17308","article-title":"The Digitization of Word of Mouth: Promise and Challenges of Online Feedback Mechanisms","volume":"49","author":"Dellarocas","year":"2003","journal-title":"Manag. Sci."},{"key":"ref_32","doi-asserted-by":"crossref","first-page":"1007","DOI":"10.1016\/j.dss.2008.04.001","article-title":"Do Online Reviews Matter?\u2014An Empirical Investigation of Panel Data","volume":"45","author":"Duan","year":"2008","journal-title":"Decis. Support Syst."},{"key":"ref_33","doi-asserted-by":"crossref","first-page":"208","DOI":"10.1016\/j.jhtm.2022.11.003","article-title":"Explaining Customer Satisfaction via Hotel Reviews: A Comparison between Pre- and Post-COVID-19 Reviews","volume":"53","author":"Xu","year":"2022","journal-title":"J. Hosp. Tour. Manag."},{"key":"ref_34","doi-asserted-by":"crossref","unstructured":"Abdolmohamad, M.S., Seyyedamiri, N., Foroudi, P., and Akbari, M. (2022). The One Thing You Need to Change Is Emotions: The Effect of Multi-Sensory Marketing on Consumer Behavior. Sustainability, 14.","DOI":"10.3390\/su14042334"},{"key":"ref_35","doi-asserted-by":"crossref","first-page":"332","DOI":"10.1016\/j.jcps.2011.08.003","article-title":"An Integrative Review of Sensory Marketing: Engaging the Senses to Affect Perception, Judgment and Behavior","volume":"22","author":"Krishna","year":"2012","journal-title":"J. Consum. Psychol."},{"key":"ref_36","doi-asserted-by":"crossref","first-page":"130","DOI":"10.1111\/ijmr.12270","article-title":"Making Sense of Sensory Brand Experience: Constructing an Integrative Framework for Future Research","volume":"24","author":"Zha","year":"2022","journal-title":"Int. J. Manag. Rev."},{"key":"ref_37","doi-asserted-by":"crossref","first-page":"307","DOI":"10.31387\/oscm0420272","article-title":"Exploring the Impact of Innovativeness of Hospitality Service Operation on Customer Satisfaction","volume":"13","author":"Truong","year":"2020","journal-title":"Oper. Supply Chain Manag. Int. J."},{"key":"ref_38","doi-asserted-by":"crossref","first-page":"3167","DOI":"10.1166\/asl.2017.7690","article-title":"Addressing the Importance of the Sensory Aspect in Tourism Studies\u2014A Literature Review","volume":"23","author":"Rahman","year":"2017","journal-title":"Adv. Sci. Lett."},{"key":"ref_39","doi-asserted-by":"crossref","first-page":"64","DOI":"10.1509\/JMKG.72.3.064","article-title":"Holistic Package Design and Consumer Brand Impressions","volume":"72","author":"Orth","year":"2008","journal-title":"J. Mark."},{"key":"ref_40","doi-asserted-by":"crossref","first-page":"755","DOI":"10.1016\/j.jbusres.2006.01.013","article-title":"Setting the Tone with the Tune: A Meta-Analytic Review of the Effects of Background Music in Retail Settings","volume":"59","author":"Garlin","year":"2006","journal-title":"J. Bus. Res."},{"key":"ref_41","first-page":"129","article-title":"The Impact of Brand Experiences on Brand Resonance in Multi-Channel Fashion Retailing","volume":"9","author":"Huang","year":"2015","journal-title":"J. Res. Interact. Mark."},{"key":"ref_42","doi-asserted-by":"crossref","first-page":"253","DOI":"10.1108\/JOSM-01-2014-0034","article-title":"Small Details That Make Big Differences: A Radical Approach to Consumption Experience as a Firm\u2019s Differentiating Strategy","volume":"25","author":"Bolton","year":"2014","journal-title":"J. Serv. Manag."},{"key":"ref_43","first-page":"438","article-title":"Do Sensory Reviews Make More Sense? The Mediation of Objective Perception in Online Review Helpfulness","volume":"16","author":"Lopez","year":"2021","journal-title":"J. Res. Interact. Mark."},{"key":"ref_44","first-page":"221","article-title":"Does the Length of a Review Matter in Perceived Helpfulness? The Moderating Role of Product Experience","volume":"16","author":"Jia","year":"2021","journal-title":"J. Res. Interact. Mark."},{"key":"ref_45","doi-asserted-by":"crossref","first-page":"355","DOI":"10.1037\/h0059963","article-title":"Sensory Integration and Cognitive Theory","volume":"58","author":"Birch","year":"1951","journal-title":"Psychol. Rev."},{"key":"ref_46","doi-asserted-by":"crossref","first-page":"1009","DOI":"10.1108\/JSM-06-2022-0190","article-title":"Editorial: Research Priorities in the New Service Marketplace","volume":"36","author":"Rosenbaum","year":"2022","journal-title":"J. Serv. Mark."},{"key":"ref_47","doi-asserted-by":"crossref","first-page":"104315","DOI":"10.1016\/j.foodqual.2021.104315","article-title":"Tasting Atmospherics: Taste Associations with Colour Parameters of Coffee Shop Interiors","volume":"94","author":"Motoki","year":"2021","journal-title":"Food Qual. Prefer."},{"key":"ref_48","doi-asserted-by":"crossref","first-page":"142","DOI":"10.1016\/j.copsyc.2016.01.007","article-title":"The Power of Sensory Marketing in Advertising","volume":"10","author":"Krishna","year":"2016","journal-title":"Curr. Opin. Psychol."},{"key":"ref_49","doi-asserted-by":"crossref","first-page":"880","DOI":"10.3390\/jtaer19020046","article-title":"eWOM Information Richness and Online User Review Behavior: Evidence from TripAdvisor","volume":"19","author":"Liu","year":"2024","journal-title":"J. Theor. Appl. Electron. Commer. Res."},{"key":"ref_50","first-page":"370","article-title":"Why Did I Buy This? The Effect of WOM and Online Reviews on Post Purchase Attribution for Product Outcomes","volume":"12","author":"Jacobsen","year":"2018","journal-title":"J. Res. Interact. Mark."},{"key":"ref_51","doi-asserted-by":"crossref","first-page":"220","DOI":"10.1080\/10548408.2018.1526158","article-title":"Applying Experiential Marketing in Selling Tourism Dreams","volume":"36","author":"Le","year":"2019","journal-title":"J. Travel Tour. Mark."},{"key":"ref_52","doi-asserted-by":"crossref","first-page":"220","DOI":"10.1016\/j.jhtm.2016.12.005","article-title":"eWOM, Revisit Intention, Destination Trust and Gender","volume":"31","author":"Abubakar","year":"2017","journal-title":"J. Hosp. Tour. Manag."},{"key":"ref_53","doi-asserted-by":"crossref","first-page":"141","DOI":"10.1177\/1096348018764573","article-title":"Examining the Relevance of Online Customer Textual Reviews on Hotels\u2019 Product and Service Attributes","volume":"43","author":"Xu","year":"2019","journal-title":"J. Hosp. Tour. Res."},{"key":"ref_54","doi-asserted-by":"crossref","first-page":"103","DOI":"10.1016\/j.jretconser.2019.05.005","article-title":"The Influence of Perceived Food Quality, Price Fairness, Perceived Value and Satisfaction on Customers\u2019 Revisit and Word-of-Mouth Intentions towards Organic Food Restaurants","volume":"50","author":"Konuk","year":"2019","journal-title":"J. Retail. Consum. Serv."},{"key":"ref_55","doi-asserted-by":"crossref","first-page":"2238","DOI":"10.3390\/jtaer18040113","article-title":"Altruism in eWOM: Propensity to Write Reviews on Hotel Experience","volume":"18","author":"Hernandez","year":"2023","journal-title":"J. Theor. Appl. Electron. Commer. Res."},{"key":"ref_56","first-page":"601","article-title":"Identifying Restaurant Satisfiers and Dissatisfiers: Suggestions from Online Reviews","volume":"27","author":"Bilgihan","year":"2018","journal-title":"J. Hosp. Mark. Manag."},{"key":"ref_57","doi-asserted-by":"crossref","first-page":"472","DOI":"10.1002\/mar.20709","article-title":"Store Atmospherics: A Multisensory Perspective","volume":"31","author":"Spence","year":"2014","journal-title":"Psychol. Mark."},{"key":"ref_58","doi-asserted-by":"crossref","first-page":"341","DOI":"10.1016\/j.elerap.2007.05.004","article-title":"The Effect of Negative Online Consumer Reviews on Product Attitude: An Information Processing View","volume":"7","author":"Lee","year":"2008","journal-title":"Electron. Commer. Res. Appl."},{"key":"ref_59","doi-asserted-by":"crossref","first-page":"140","DOI":"10.1016\/j.tourman.2014.09.020","article-title":"What Makes a Useful Online Review? Implication for Travel Product Websites","volume":"47","author":"Liu","year":"2015","journal-title":"Tour. Manag."},{"key":"ref_60","doi-asserted-by":"crossref","first-page":"67","DOI":"10.1016\/j.annals.2014.10.007","article-title":"Asymmetric Effects of Online Consumer Reviews","volume":"50","author":"Park","year":"2015","journal-title":"Ann. Tour. Res."},{"key":"ref_61","doi-asserted-by":"crossref","first-page":"30","DOI":"10.1016\/j.dss.2015.10.006","article-title":"Predicting the Performance of Online Consumer Reviews: A Sentiment Mining Approach to Big Data Analytics","volume":"81","author":"Salehan","year":"2016","journal-title":"Decis. Support Syst."},{"key":"ref_62","doi-asserted-by":"crossref","first-page":"971","DOI":"10.1002\/mar.20660","article-title":"In Search of Negativity Bias: An Empirical Study of Perceived Helpfulness of Online Reviews","volume":"30","author":"Wu","year":"2013","journal-title":"Psychol. Mark."},{"key":"ref_63","doi-asserted-by":"crossref","first-page":"883","DOI":"10.1016\/j.jbusres.2014.11.046","article-title":"Social Influence\u2019s Impact on Reader Perceptions of Online Reviews","volume":"68","author":"Cheng","year":"2015","journal-title":"J. Bus. Res."},{"key":"ref_64","doi-asserted-by":"crossref","first-page":"17","DOI":"10.1016\/j.chb.2015.01.010","article-title":"A Study of Factors That Contribute to Online Review Helpfulness","volume":"48","author":"Huang","year":"2015","journal-title":"Comput. Hum. Behav."},{"key":"ref_65","doi-asserted-by":"crossref","first-page":"104261","DOI":"10.1016\/j.tourman.2020.104261","article-title":"Afraid to Travel after COVID-19? Self-Protection, Coping and Resilience against Pandemic \u2018Travel Fear\u2019","volume":"83","author":"Zheng","year":"2021","journal-title":"Tour. Manag."},{"key":"ref_66","doi-asserted-by":"crossref","unstructured":"Bartik, A.W., Bertrand, M., Cullen, Z.B., Glaeser, E.L., Luca, M., and Stanton, C.T. (2020). How Are Small Businesses Adjusting to COVID-19? Early Evidence from A Survey, National Bureau of Economic Research.","DOI":"10.3386\/w26989"},{"key":"ref_67","doi-asserted-by":"crossref","unstructured":"Harba, J.-N., Tigu, G., and Davidescu, A.A. (2021). Exploring Consumer Emotions in Pre-Pandemic and Pandemic Times. A Sentiment Analysis of Perceptions in the Fine-Dining Restaurant Industry in Bucharest, Romania. Int. J. Environ. Res. Public. Health, 18.","DOI":"10.3390\/ijerph182413300"},{"key":"ref_68","first-page":"100867","article-title":"Hotel Attributes and Overall Customer Satisfaction: What Did COVID-19 Change?","volume":"40","author":"Srivastava","year":"2021","journal-title":"Tour. Manag. Perspect."},{"key":"ref_69","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1108\/JPBM-12-2020-3281","article-title":"The Impact of COVID-19 on Online Product Reviews","volume":"32","author":"Kutlubay","year":"2023","journal-title":"J. Prod. Brand Manag."},{"key":"ref_70","doi-asserted-by":"crossref","first-page":"32","DOI":"10.1177\/001088049203300524","article-title":"A Strategy for Customer Satisfaction","volume":"33","author":"Barsky","year":"1992","journal-title":"Cornell Hotel Restaur. Adm. Q."},{"key":"ref_71","doi-asserted-by":"crossref","first-page":"116","DOI":"10.1108\/02656710010304537","article-title":"Levels of Satisfaction among Asian and Western Travellers","volume":"17","author":"Choi","year":"2000","journal-title":"Int. J. Qual. Reliab. Manag."},{"key":"ref_72","doi-asserted-by":"crossref","first-page":"637","DOI":"10.1016\/j.tourman.2007.06.006","article-title":"Place Attachment, Identity and Community Impacts of Tourism\u2014The Case of a Beijing Hutong","volume":"29","author":"Gu","year":"2008","journal-title":"Tour. Manag."},{"key":"ref_73","doi-asserted-by":"crossref","first-page":"53","DOI":"10.1108\/09564239510101536","article-title":"The Determinants of Service Quality: Satisfiers and Dissatisfiers","volume":"6","author":"Johnston","year":"1995","journal-title":"Int. J. Serv. Ind. Manag."},{"key":"ref_74","unstructured":"Herzberg, F. (1966). Work and the Nature of Man, World."},{"key":"ref_75","doi-asserted-by":"crossref","first-page":"1915","DOI":"10.1108\/IJCHM-04-2015-0177","article-title":"Analysis of Satisfiers and Dissatisfiers in Online Hotel Reviews on Social Media","volume":"28","author":"Kim","year":"2016","journal-title":"Int. J. Contemp. Hosp. Manag."},{"key":"ref_76","doi-asserted-by":"crossref","first-page":"52","DOI":"10.1016\/j.annals.2009.07.001","article-title":"Tourist Satisfaction and Dissatisfaction","volume":"37","author":"Alegre","year":"2010","journal-title":"Ann. Tour. Res."},{"key":"ref_77","first-page":"110","article-title":"Customer Expectations in the Hotel Industry during the COVID-19 Pandemic: A Global Perspective Using Sentiment Analysis","volume":"48","author":"Mehta","year":"2023","journal-title":"Tour. Recreat. Res."},{"key":"ref_78","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.dss.2017.06.007","article-title":"Understanding the Determinants of Online Review Helpfulness: A Meta-Analytic Investigation","volume":"102","author":"Hong","year":"2017","journal-title":"Decis. Support Syst."},{"key":"ref_79","first-page":"1","article-title":"Affective Events Theory","volume":"18","author":"Weiss","year":"1996","journal-title":"Res. Organ. Behav."},{"key":"ref_80","doi-asserted-by":"crossref","first-page":"475","DOI":"10.2307\/25148804","article-title":"The Effects of Presentation Formats and Task Complexity on Online Consumers\u2019 Product Understanding","volume":"31","author":"Jiang","year":"2007","journal-title":"Mis Q."},{"key":"ref_81","doi-asserted-by":"crossref","first-page":"115","DOI":"10.2307\/25148720","article-title":"Understanding and Predicting Electronic Commerce Adoption: An Extension of the Theory of Planned Behavior","volume":"30","author":"Pavlou","year":"2006","journal-title":"MIS Q."},{"key":"ref_82","unstructured":"Revinate (2023). Revinate | Review Website Traffic Data, Revinate."},{"key":"ref_83","doi-asserted-by":"crossref","first-page":"105","DOI":"10.1016\/j.elerap.2017.09.001","article-title":"Which Group Do You Want to Travel with? A Study of Rating Differences among Groups in Online Travel Reviews","volume":"25","author":"Ahn","year":"2017","journal-title":"Electron. Commer. Res. Appl."},{"key":"ref_84","doi-asserted-by":"crossref","first-page":"357","DOI":"10.1080\/14616688.2020.1833972","article-title":"COVID-19 and International Travel Restrictions: The Geopolitics of Health and Tourism","volume":"25","author":"Seyfi","year":"2023","journal-title":"Tour. Geogr."},{"key":"ref_85","unstructured":"Pennebaker, J.W., Booth, R.J., and Francis, M.E. (2015). Linguistic Inquiry and Word Count: LIWC2015 Austin TX Pennebaker Conglomerates, LIWC."},{"key":"ref_86","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.dss.2018.04.002","article-title":"Using LIWC to Choose Simulation Approaches: A Feasibility Study","volume":"111","author":"McHaney","year":"2018","journal-title":"Decis. Support Syst."},{"key":"ref_87","first-page":"1","article-title":"Has COVID-19 Changed Consumers\u2019 Satisfiers and Dissatisfiers? Evidence from Online Reviews of 5-Star Hotels in Shanghai and Beijing","volume":"20","author":"Wu","year":"2023","journal-title":"J. China Tour. Res."},{"key":"ref_88","unstructured":"Pennebaker, J.W., Boyd, R.L., Jordan, K., and Blackburn, K. (2015). The Development and Psychometric Properties of LIWC2015, The University of Texas at Austin."},{"key":"ref_89","doi-asserted-by":"crossref","first-page":"773","DOI":"10.1287\/mksc.2018.1115","article-title":"Creation and Consumption of Mobile Word of Mouth: How Are Mobile Reviews Different?","volume":"38","author":"Ransbotham","year":"2019","journal-title":"Mark. Sci."},{"key":"ref_90","doi-asserted-by":"crossref","first-page":"539","DOI":"10.25300\/MISQ\/2014\/38.2.10","article-title":"Anxious or Angry? Effects of Discrete Emotions on the Perceived Helpfulness of Online Reviews","volume":"38","author":"Yin","year":"2014","journal-title":"MIS Q."},{"key":"ref_91","doi-asserted-by":"crossref","unstructured":"Kim, Y.-J., and Kim, H.-S. (2022). The Impact of Hotel Customer Experience on Customer Satisfaction through Online Reviews. Sustainability, 14.","DOI":"10.3390\/su14020848"},{"key":"ref_92","doi-asserted-by":"crossref","first-page":"I","DOI":"10.1108\/JSM-06-2020-0220","article-title":"Editorial: Service Research in the New (Post-COVID) Marketplace","volume":"34","author":"Rosenbaum","year":"2020","journal-title":"J. Serv. Mark."}],"container-title":["Journal of Theoretical and Applied Electronic Commerce Research"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/0718-1876\/19\/2\/73\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,10]],"date-time":"2025-10-10T14:55:45Z","timestamp":1760108145000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/0718-1876\/19\/2\/73"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,6,8]]},"references-count":92,"journal-issue":{"issue":"2","published-online":{"date-parts":[[2024,6]]}},"alternative-id":["jtaer19020073"],"URL":"https:\/\/doi.org\/10.3390\/jtaer19020073","relation":{},"ISSN":["0718-1876"],"issn-type":[{"value":"0718-1876","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,6,8]]}}}