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Methodol."],"published-print":{"date-parts":[[2021,7,31]]},"abstract":"<jats:p>\n            UI (User Interface) is an essential factor influencing users\u2019 perception of an app. However, it is hard for even professional designers to determine if the UI is good or not for end-users. Users\u2019 feedback (e.g., user reviews in the Google Play) provides a way for app owners to understand how the users perceive the UI. In this article, we conduct an in-depth empirical study to analyze the UI issues of mobile apps. In particular, we analyze more than 3M UI-related reviews from 22,199 top free-to-download apps and 9,380 top non-free apps in the Google Play Store. By comparing the rating of UI-related reviews and other reviews of an app, we observe that UI-related reviews have lower ratings than other reviews. By manually analyzing a random sample of 1,447 UI-related reviews with a 95% confidence level and a 5% interval, we identify 17 UI-related issues types that belong to four categories (i.e.,\n            <jats:italic>\u201cAppearance,\u201d<\/jats:italic>\n            <jats:italic>\u201cInteraction,\u201d<\/jats:italic>\n            <jats:italic>\u201cExperience,\u201d<\/jats:italic>\n            and\n            <jats:italic>\u201cOthers\u201d<\/jats:italic>\n            ). In these issue types, we find\n            <jats:italic>\u201cGeneric Review\u201d<\/jats:italic>\n            is the most occurring one.\n            <jats:italic>\u201cComparative Review\u201d<\/jats:italic>\n            and\n            <jats:italic>\u201cAdvertisement\u201d<\/jats:italic>\n            are the most negative two UI issue types. Faced with these UI issues, we explore the patterns of interaction between app owners and users. We identify eight patterns of how app owners dialogue with users about UI issues by the review-response mechanism. We find\n            <jats:italic>\u201cApology or Appreciation\u201d<\/jats:italic>\n            and\n            <jats:italic>\u201cInformation Request\u201d<\/jats:italic>\n            are the most two frequent patterns. We find updating UI timely according to feedback is essential to satisfy users. Besides, app owners could also fix UI issues without updating UI, especially for issue types belonging to\n            <jats:italic>\u201cInteraction\u201d<\/jats:italic>\n            category. Our findings show that there exists a positive impact if app owners could actively interact with users to improve UI quality and boost users\u2019 satisfactoriness about the UIs.\n          <\/jats:p>","DOI":"10.1145\/3447808","type":"journal-article","created":{"date-parts":[[2021,4,23]],"date-time":"2021-04-23T16:43:28Z","timestamp":1619196208000},"page":"1-38","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":47,"title":["How Should I Improve the UI of My App?"],"prefix":"10.1145","volume":"30","author":[{"given":"Qiuyuan","family":"Chen","sequence":"first","affiliation":[{"name":"College of Computer Science and Technology, Zhejiang University, Hangzhou, Zhejiang, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chunyang","family":"Chen","sequence":"additional","affiliation":[{"name":"Faculty of Information Technology, Monash University, Victoria, Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Safwat","family":"Hassan","sequence":"additional","affiliation":[{"name":"Department of Engineering, Thompson Rivers University, Kamloops, British Columbia, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhengchang","family":"Xing","sequence":"additional","affiliation":[{"name":"College of Engineering &amp; Computer Science, National University, Canberra, Australian"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xin","family":"Xia","sequence":"additional","affiliation":[{"name":"Faculty of Information Technology, Monash University, Victoria, Canberra, Australian"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ahmed E.","family":"Hassan","sequence":"additional","affiliation":[{"name":"Software Analysis and Intelligence Lab (SAIL), Queen\u2019s University, Kingston, Ontario, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2021,4,23]]},"reference":[{"key":"e_1_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10664-019-09766-x"},{"key":"e_1_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2020.2983399"},{"key":"e_1_2_1_3_1","unstructured":"Akdeniz. 2018. 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Method and System for Customized Contextual Dynamic and Unified Communication Zero Click Advertisement and Prospective Customers Search Engine. https:\/\/patents.google.com\/patent\/US20110208822A1\/en."},{"key":"e_1_2_1_79_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10515-017-0216-3"},{"key":"e_1_2_1_80_1","volume-title":"Proceedings of the Meeting of the Southern Association for Institutional Research. Citeseer.","author":"Romano Jeanine","year":"2006","unstructured":"Jeanine Romano, Jeffrey D. Kromrey, Jesse Coraggio, Jeff Skowronek, and Linda Devine. 2006. Exploring methods for evaluating group differences on the NSSE and other surveys: Are the t-test and Cohen\u2019s d indices the most appropriate choices? In Proceedings of the Meeting of the Southern Association for Institutional Research. Citeseer."},{"key":"e_1_2_1_81_1","doi-asserted-by":"publisher","DOI":"10.1177\/146879410100100302"},{"key":"e_1_2_1_82_1","doi-asserted-by":"publisher","DOI":"10.1109\/MS.2015.56"},{"key":"e_1_2_1_83_1","unstructured":"Walt Scacchi. 2002. Process models in software engineering. Encycl. Softw. Eng. (2002). https:\/\/onlinelibrary.wiley.com\/doi\/abs\/10.1002\/0471028959.sof250."},{"key":"e_1_2_1_84_1","doi-asserted-by":"publisher","DOI":"10.1109\/32.799955"},{"key":"e_1_2_1_85_1","volume-title":"Proceedings of the CHI Conference on Human Factors in Computing Systems. ACM, 504","author":"Swearngin Amanda","unstructured":"Amanda Swearngin, Mira Dontcheva, Wilmot Li, Joel Brandt, Morgan Dixon, and Andrew J. Ko. 2018. Rewire: Interface design assistance from examples. In Proceedings of the CHI Conference on Human Factors in Computing Systems. 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