Title: A Study on Clothing Brand Preferences Using One-Way ANOVA<\/b><\/p>\n
Author: Shreya Umesh Poojari<\/b><\/p>\n
Rollno: 0225040<\/b><\/p>\n
Introduction: <\/b><\/p>\n
Brands like Zara, VanHeusen, Levi\u2019s, and Allen Solly are popular in the fashion industry, offering a mix of trendy, formal, and casual clothing. Zara focuses on fast fashion, VanHeusen on formal wear, Levi\u2019s on durable denim, and Allen Solly on smart-casual styles for everyday use. This study aims to identify the most preferred clothing brands among the general public by comparing these popular brands such as Zara, VanHeusen, Levi\u2019s, and Allen Solly. A survey was conducted to collect responses based on individual preferences and ratings. The collected data was analysed using statistical tools to understand whether there is any significant difference in customer satisfaction among these brands.<\/span><\/p>\n Objective:<\/span><\/b><\/p>\n To understand consumer preference patterns and analyse whether there is a significant difference in brand ratings among Zara, VanHeusen, Levi\u2019s, and Allen Solly.<\/span><\/p>\n Literature Review:<\/span><\/b><\/p>\n Brands like Zara, Levi\u2019s, Van Heusen, and Allen Solly use different strategies to position themselves in the fashion market. Zara focuses on fast fashion and quick trend adoption, Levi\u2019s emphasizes durability and heritage, while Van Heusen and Allen Solly cater to formal and smart-casual segments. These approaches help brands attract varied consumer groups and stay competitive (Kotler, 2016)<\/strong>.<\/span><\/p>\n Consumer preferences in apparel are influenced by factors such as lifestyle, income, and brand image. Zara and Allen Solly appeal to trend-conscious youth, whereas Van Heusen targets professionals and Levi\u2019s attract customers seeking quality and long-lasting products. Brand success depends on aligning with consumer expectations and market trends (Solomon, 2018)<\/strong>.<\/span><\/p>\n Data Collection:<\/span><\/b><\/p>\n A survey was conducted to understand consumer preferences for different clothing brands. The data was collected using a structured questionnaire (likely via Google Forms), where respondents rated four brands: Zara, VanHeusen, Levi\u2019s, and Allen Solly. The collected data was then analysed using statistical tools like ANOVA to draw meaningful insights about brand preference.<\/span><\/p>\n \u00a0<\/span>Data Analysis:<\/span><\/b><\/p>\n Anova: Single Factor<\/span><\/p>\n<\/td>\n SUMMARY<\/span><\/p>\n<\/td>\n Groups<\/span><\/i><\/p>\n<\/td>\n Count<\/span><\/i><\/p>\n<\/td>\n Sum<\/span><\/i><\/p>\n<\/td>\n Average<\/span><\/i><\/p>\n<\/td>\n Variance<\/span><\/i><\/p>\n<\/td>\n 1. Zara<\/span><\/p>\n<\/td>\n 25<\/span><\/p>\n<\/td>\n 193<\/span><\/p>\n<\/td>\n 7.72<\/span><\/p>\n<\/td>\n 7.293333333<\/span><\/p>\n<\/td>\n 2. VanHeusen <\/span><\/p>\n<\/td>\n 25<\/span><\/p>\n<\/td>\n 182<\/span><\/p>\n<\/td>\n 7.28<\/span><\/p>\n<\/td>\n 3.626666667<\/span><\/p>\n<\/td>\n 3. Levi’s <\/span><\/p>\n<\/td>\n 25<\/span><\/p>\n<\/td>\n 196<\/span><\/p>\n<\/td>\n 7.84<\/span><\/p>\n<\/td>\n 4.223333333<\/span><\/p>\n<\/td>\n 4. Allen Solly<\/span><\/p>\n<\/td>\n 25<\/span><\/p>\n<\/td>\n 191<\/span><\/p>\n<\/td>\n 7.64<\/span><\/p>\n<\/td>\n 5.573333333<\/span><\/p>\n<\/td>\n ANOVA<\/span><\/p>\n<\/td>\n Source of Variation<\/span><\/i><\/p>\n<\/td>\n SS<\/span><\/i><\/p>\n<\/td>\n df<\/span><\/i><\/p>\n<\/td>\n MS<\/span><\/i><\/p>\n<\/td>\n F<\/span><\/i><\/p>\n<\/td>\n P-value<\/span><\/i><\/p>\n<\/td>\n F crit<\/span><\/i><\/p>\n<\/td>\n<\/tr>\n Between Groups<\/span><\/p>\n<\/td>\n 4.36<\/span><\/p>\n<\/td>\n 3<\/span><\/p>\n<\/td>\n 1.453333333<\/span><\/p>\n<\/td>\n 0.280611424<\/span><\/p>\n<\/td>\n 0.839274945<\/span><\/p>\n<\/td>\n 2.699392598<\/span><\/p>\n<\/td>\n<\/tr>\n Within Groups<\/span><\/p>\n<\/td>\n 497.2<\/span><\/p>\n<\/td>\n 96<\/span><\/p>\n<\/td>\n 5.179166667<\/span><\/p>\n<\/td>\n Total<\/span><\/p>\n<\/td>\n 501.56<\/span><\/p>\n<\/td>\n 99<\/span><\/p>\n<\/td>\n \u00a0<\/span><\/p>\n<\/td>\n \u00a0<\/span><\/p>\n<\/td>\n \u00a0<\/span><\/p>\n<\/td>\n \u00a0<\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n \u00a0<\/span><\/p>\n A one-way ANOVA test was conducted to check whether there is a significant difference in the average ratings of the four brands. From the summary statistics, Levi\u2019s has the highest average rating (7.84), followed by Allen Solly (7.64), Zara (7.72), and Van Heusen (7.28).<\/span><\/p>\n However, the ANOVA results show that the F-value (0.28) is less than the F critical value (2.69), and the p-value (0.839) is greater than the significance level of 0.05.\u00a0<\/span>P-value >0.05, so accept Null Hypothesis Ho. <\/span>This indicates that the differences in average ratings are not statistically significant.\u00a0<\/span><\/p>\n Conclusion<\/span><\/b><\/p>\n Therefore, it can be concluded that there is no statistically significant difference in the mean ratings among the four clothing brands. In other words, all brands are rated relatively equally by the respondents. The minor variations observed in the average scores (ranging from 7.28 to 7.84) are likely due to random chance rather than a distinct consumer preference for one brand over the others.<\/span><\/p>\n References<\/span><\/b><\/p>\n Kotler, P., & Keller, K. L. (2016). Marketing Management<\/i> (15th ed.). Pearson.<\/span><\/b><\/p>\n Solomon, M. R. (2018). Consumer Behavior: Buying, Having, and Being<\/i> (12th ed.). Pearson.<\/span><\/b><\/p>\n \u00a0<\/p>\n \u00a0<\/p>\n","protected":false},"excerpt":{"rendered":" Title: A Study on Clothing Brand Preferences Using One-Way ANOVA Author: Shreya Umesh Poojari Rollno: 0225040 Introduction: Brands like Zara, VanHeusen, Levi\u2019s, and Allen Solly are popular in the fashion industry, offering a mix of trendy, formal, and casual clothing. Zara focuses on fast fashion, VanHeusen on formal wear, Levi\u2019s on durable denim, and Allen… Continue reading A Study on Clothing Brand Preferences Using One-Way ANOVA<\/span><\/a><\/p>\n","protected":false},"author":140116,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-25144","post","type-post","status-publish","format-standard","hentry","category-uncategorized","entry"],"_links":{"self":[{"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=\/wp\/v2\/posts\/25144","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=\/wp\/v2\/users\/140116"}],"replies":[{"embeddable":true,"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=25144"}],"version-history":[{"count":1,"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=\/wp\/v2\/posts\/25144\/revisions"}],"predecessor-version":[{"id":25145,"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=\/wp\/v2\/posts\/25144\/revisions\/25145"}],"wp:attachment":[{"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=25144"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=25144"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=25144"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}\n
\n
\n\n
\n \n \u00a0<\/td>\n \u00a0<\/td>\n \u00a0<\/td>\n \u00a0<\/td>\n \u00a0<\/td>\n \u00a0<\/td>\n<\/tr>\n \n \u00a0<\/td>\n \u00a0<\/td>\n \u00a0<\/td>\n \u00a0<\/td>\n \u00a0<\/td>\n \u00a0<\/td>\n \u00a0<\/td>\n<\/tr>\n \n \n \u00a0<\/td>\n \u00a0<\/td>\n \u00a0<\/td>\n \u00a0<\/td>\n \u00a0<\/td>\n \u00a0<\/td>\n<\/tr>\n \n \n \n \n \n \n \u00a0<\/td>\n \u00a0<\/td>\n<\/tr>\n \n \n \n \n \n \n \u00a0<\/td>\n \u00a0<\/td>\n<\/tr>\n \n \n \n \n \n \n \u00a0<\/td>\n \u00a0<\/td>\n<\/tr>\n \n \n \n \n \n \n \u00a0<\/td>\n \u00a0<\/td>\n<\/tr>\n \n \n \n \n \n \n \u00a0<\/td>\n \u00a0<\/td>\n<\/tr>\n \n \u00a0<\/td>\n \u00a0<\/td>\n \u00a0<\/td>\n \u00a0<\/td>\n \u00a0<\/td>\n \u00a0<\/td>\n \u00a0<\/td>\n<\/tr>\n \n \u00a0<\/td>\n \u00a0<\/td>\n \u00a0<\/td>\n \u00a0<\/td>\n \u00a0<\/td>\n \u00a0<\/td>\n \u00a0<\/td>\n<\/tr>\n \n \n \u00a0<\/td>\n \u00a0<\/td>\n \u00a0<\/td>\n \u00a0<\/td>\n \u00a0<\/td>\n \u00a0<\/td>\n<\/tr>\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \u00a0<\/td>\n \u00a0<\/td>\n \u00a0<\/td>\n<\/tr>\n \n \u00a0<\/td>\n \u00a0<\/td>\n \u00a0<\/td>\n \u00a0<\/td>\n \u00a0<\/td>\n \u00a0<\/td>\n \u00a0<\/td>\n<\/tr>\n \n \n \n \n \n \n \n \n