{"id":25352,"date":"2026-03-29T18:09:07","date_gmt":"2026-03-29T12:39:07","guid":{"rendered":"http:\/\/www.sachdevajk.in\/?p=25352"},"modified":"2026-03-29T18:09:07","modified_gmt":"2026-03-29T12:39:07","slug":"a-study-on-consumer-preferences-for-clothing-brands-using-anova","status":"publish","type":"post","link":"http:\/\/www.sachdevajk.in\/?p=25352","title":{"rendered":"A Study on Consumer Preferences for Clothing Brands Using ANOVA"},"content":{"rendered":"

A Study on Consumer Preferences for Clothing Brands Using ANOVA<\/span><\/b><\/p>\n

Author:<\/span><\/b> Shashank Kamble<\/span><\/p>\n

Introduction:<\/span><\/b><\/p>\n

Clothing brands play a significant role in defining lifestyle, self-expression, and social identity among individuals. In recent years, the competitive landscape of the fashion industry has expanded, with brands like Zara, U.S. Polo, H&M, and Westside becoming popular choices among consumers. However, consumer preferences for these brands often vary based on quality, pricing, brand image, and current trends.<\/span><\/p>\n

This study aims to analyze whether there is a significant difference in consumer preferences among these popular clothing brands using the statistical technique of Analysis of Variance (ANOVA).<\/span><\/p>\n

Objective:<\/span><\/b><\/p>\n

To analyze and compare the preferences of consumers toward different clothing brands\u2014Zara, U.S. Polo, H&M, and Westside\u2014using ANOVA to determine whether a statistically significant difference exists in their average preference ratings.<\/span><\/p>\n

Literature Review:<\/span><\/b><\/p>\n

The Role of Brand Personality:<\/span><\/b> According to Aaker (1997), consumers often attribute human-like personality traits to brands (e.g., Zara as “exciting” or U.S. Polo as “rugged”). This research suggests that consumer preference is not merely based on the functional utility of the clothing, but on how well the “Brand Personality” matches the consumer\u2019s own self-concept. When the symbolic meaning of a brand like H&M or Westside aligns with a student’s identity, a higher preference rating is observed. This explains why, in your ANOVA study, different brands can maintain competitive average scores despite offering similar types of products.<\/span><\/p>\n

Consumer Behavior in Fast Fashion:<\/span><\/b> Research by Joy et al. (2012) highlights that the “Fast Fashion” business model\u2014utilized heavily by brands like Zara and H&M\u2014relies on high turnover and perceived scarcity to drive consumer preference. Their study indicates that younger consumers (such as college students) prioritize “trendiness” and “speed to market” over long-term durability. In the context of your study, the lack of a statistically significant difference between these brands may suggest that among college students, these brands have reached a level of parity where they are all perceived as equally effective providers of contemporary fashion trends.<\/span><\/p>\n

\u00a0<\/span><\/p>\n

Data Collection:<\/span><\/b> The data for this study was collected through a structured Google Form survey<\/b>. A total of 119 responses<\/b> were collected (approximately 30 per brand) where participants rated their preferences for the following four brands:<\/span><\/p>\n

1.\u00a0\u00a0\u00a0 <\/span><\/span><\/span>Zara<\/span><\/p>\n

2.\u00a0\u00a0\u00a0 <\/span><\/span><\/span>U.S. Polo<\/span><\/p>\n

3.\u00a0\u00a0\u00a0 <\/span><\/span><\/span>H&M<\/span><\/p>\n

4.\u00a0\u00a0\u00a0 <\/span><\/span><\/span>Westside<\/span><\/p>\n

The data is primary in nature and reflects the personal ratings provided by the respondents on a scale (presumably 1\u201310).<\/span><\/p>\n

\u00a0<\/span><\/p>\n

Data Analysis:<\/span><\/b><\/p>\n

H0:<\/span><\/b> All brands are same.<\/span><\/p>\n

H1: Any one of them is different.<\/span><\/p>\n

ANOVA Summary Table:<\/span><\/b><\/p>\n\n\n\n\n\n\n\n\n
\n

Groups<\/span><\/b><\/p>\n<\/td>\n

\n

Count<\/span><\/b><\/p>\n<\/td>\n

\n

Sum<\/span><\/b><\/p>\n<\/td>\n

\n

Average<\/span><\/b><\/p>\n<\/td>\n

\n

Variance<\/span><\/b><\/p>\n<\/td>\n<\/tr>\n<\/thead>\n

\n

Zara<\/span><\/p>\n<\/td>\n

\n

30<\/span><\/p>\n<\/td>\n

\n

217<\/span><\/p>\n<\/td>\n

\n

7.2333<\/span><\/p>\n<\/td>\n

\n

5.3575<\/span><\/p>\n<\/td>\n<\/tr>\n

\n

U.S. Polo<\/span><\/p>\n<\/td>\n

\n

30<\/span><\/p>\n<\/td>\n

\n

225<\/span><\/p>\n<\/td>\n

\n

7.5000<\/span><\/p>\n<\/td>\n

\n

6.2586<\/span><\/p>\n<\/td>\n<\/tr>\n

\n

H&M<\/span><\/p>\n<\/td>\n

\n

30<\/span><\/p>\n<\/td>\n

\n

204<\/span><\/p>\n<\/td>\n

\n

6.8000<\/span><\/p>\n<\/td>\n

\n

6.0966<\/span><\/p>\n<\/td>\n<\/tr>\n

\n

Westside<\/span><\/p>\n<\/td>\n

\n

29<\/span><\/p>\n<\/td>\n

\n

190<\/span><\/p>\n<\/td>\n

\n

6.5517<\/span><\/p>\n<\/td>\n

\n

5.7562<\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

ANOVA Results:<\/span><\/b><\/p>\n\n\n\n\n\n\n\n
\n

Source of Variation<\/span><\/b><\/p>\n<\/td>\n

\n

SS<\/span><\/b><\/p>\n<\/td>\n

\n

df<\/span><\/b><\/p>\n<\/td>\n

\n

MS<\/span><\/b><\/p>\n<\/td>\n

\n

F<\/span><\/b><\/p>\n<\/td>\n

\n

P-value<\/span><\/b><\/p>\n<\/td>\n

\n

F crit<\/span><\/b><\/p>\n<\/td>\n<\/tr>\n<\/thead>\n

\n

Between Groups<\/span><\/b><\/p>\n<\/td>\n

\n

16.0853<\/span><\/p>\n<\/td>\n

\n

3<\/span><\/p>\n<\/td>\n

\n

5.3618<\/span><\/p>\n<\/td>\n

\n

0.9137<\/span><\/p>\n<\/td>\n

\n

0.4367<\/span><\/p>\n<\/td>\n

\n

2.6835<\/span><\/p>\n<\/td>\n<\/tr>\n

\n

Within Groups<\/span><\/b><\/p>\n<\/td>\n

\n

674.8391<\/span><\/p>\n<\/td>\n

\n

115<\/span><\/p>\n<\/td>\n

\n

5.8682<\/span><\/p>\n<\/td>\n

\u00a0<\/td>\n\u00a0<\/td>\n\u00a0<\/td>\n<\/tr>\n
\n

Total<\/span><\/b><\/p>\n<\/td>\n

\n

690.9244<\/span><\/p>\n<\/td>\n

\n

118<\/span><\/p>\n<\/td>\n

\u00a0<\/td>\n\u00a0<\/td>\n\u00a0<\/td>\n\u00a0<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u00a0<\/span><\/p>\n

Conclusion:<\/span><\/b><\/p>\n

As calculated, F 0.9137<\/span><\/b> is less than F crit 2.68035 Accept H0, meaning all brands are same.<\/span><\/b><\/p>\n

\u00a0<\/span><\/b><\/p>\n

References:<\/span><\/b><\/p>\n

Aaker, J. L. (1997). Dimensions of Brand Personality. Journal of Marketing Research<\/i>, 34(3), 347\u2013356.<\/span><\/b><\/p>\n

Joy, A., Sherry, J. F., Venkatesh, A., Wang, J., & Chan, R. (2012). Fast Fashion, Sustainability, and the Ethical Appeal of Luxury Brands. Fashion Theory<\/i>, 16(3), 273\u2013295.<\/span><\/b><\/p>\n","protected":false},"excerpt":{"rendered":"

A Study on Consumer Preferences for Clothing Brands Using ANOVA Author: Shashank Kamble Introduction: Clothing brands play a significant role in defining lifestyle, self-expression, and social identity among individuals. In recent years, the competitive landscape of the fashion industry has expanded, with brands like Zara, U.S. Polo, H&M, and Westside becoming popular choices among consumers.… Continue reading A Study on Consumer Preferences for Clothing Brands Using ANOVA<\/span><\/a><\/p>\n","protected":false},"author":140199,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-25352","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\/25352","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\/140199"}],"replies":[{"embeddable":true,"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=25352"}],"version-history":[{"count":1,"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=\/wp\/v2\/posts\/25352\/revisions"}],"predecessor-version":[{"id":25353,"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=\/wp\/v2\/posts\/25352\/revisions\/25353"}],"wp:attachment":[{"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=25352"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=25352"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=25352"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}