{"id":24042,"date":"2026-01-18T22:11:31","date_gmt":"2026-01-18T16:41:31","guid":{"rendered":"https:\/\/www.sachdevajk.in\/?p=24042"},"modified":"2026-01-18T22:11:31","modified_gmt":"2026-01-18T16:41:31","slug":"a-study-on-career-preference-among-students-anova","status":"publish","type":"post","link":"http:\/\/www.sachdevajk.in\/?p=24042","title":{"rendered":"A STUDY ON CAREER PREFERENCE AMONG STUDENTS &#8211; ANOVA"},"content":{"rendered":"<p class=\"MsoNormal\">\u00a0<\/p>\n<p class=\"MsoNormal\"><b>TITLE:<\/b><\/p>\n<p class=\"MsoNormal\">A STUDY ON CAREER PREFERENCE AMONG STUDENTS USING ANNOVA<\/p>\n<p class=\"MsoNormal\"><b>AUTHOR:<\/b><\/p>\n<p class=\"MsoNormal\">Vivek Rathod<\/p>\n<p class=\"MsoNormal\"><b>INTRODUCTION:<\/b><\/p>\n<p class=\"MsoNormal\">Career choice is one of the most important decisions in a student\u2019s life, influencing their future education, profession, and overall lifestyle. With increasing career opportunities, students are exposed to multiple fields such as Medical, Engineering, Commerce, and Arts. Each field offers different academic challenges, job prospects, financial rewards, and personal fulfillment. Understanding students\u2019 career preferences helps educators, career counselors, and policymakers design better guidance programs and academic curricula.<\/p>\n<p class=\"MsoNormal\">This study attempts to analyse and compare students\u2019 preferences toward selected career streams\u2014Medical, Engineering, Commerce, and Arts\u2014using primary data collected through a Google Form survey and statistically examined through Analysis of Variance (ANOVA).<\/p>\n<p class=\"MsoNormal\">\u00a0<\/p>\n<p class=\"MsoNormal\"><b>OBJECTIVE:<\/b><\/p>\n<p class=\"MsoNormal\">To compare students\u2019 preferences for Medical, Engineering, Commerce, and Arts streams using ANOVA based on survey responses.<\/p>\n<p class=\"MsoNormal\"><b>LITERATURE REVIEW:<\/b><\/p>\n<p class=\"MsoNormal\"><b>1. Super (1980)<\/b> emphasized that career choice is a developmental process influenced by personal interests, abilities, values, and social environment. He highlighted that students\u2019 preferences evolve over time based on exposure and self-awareness.<\/p>\n<p class=\"MsoNormal\"><b>2. Holland (1997)<\/b> proposed that career preference is shaped by personality type and work environment compatibility. His theory suggests that students tend to prefer careers that align with their interests, skills, and personal traits.<\/p>\n<p class=\"MsoNormal\">\u00a0<\/p>\n<p class=\"MsoNormal\"><b>DATA COLLECTION:<\/b><\/p>\n<p class=\"MsoNormal\">The study is based on primary data collected through a structured questionnaire using Google Forms. Respondents were asked to rate their preference for selected career streams\u2014Medical, Engineering, Commerce, and Arts\u2014on a <b>1 to 10 rating scale<\/b>, where 1 indicates very low preference and 10 indicates very high preference.<\/p>\n<p class=\"MsoNormal\">A total of <b>40 students<\/b> participated in the survey. Equal numbers of observations were maintained for each career stream to ensure balanced data, making it suitable for applying <b>Analysis of Variance (ANOVA)<\/b> to compare preference levels across the selected streams.<\/p>\n<p class=\"MsoNormal\">\u00a0<\/p>\n<p class=\"MsoNormal\"><b>DATA ANALYSIS (ANOVA TABLE)<\/b><\/p>\n<table class=\"MsoTableGrid\" style=\"border-collapse: collapse;border: none\" border=\"1\" cellspacing=\"0\" cellpadding=\"0\">\n<tbody>\n<tr>\n<td style=\"border: solid windowtext 1.0pt;padding: 0cm 5.4pt 0cm 5.4pt\" valign=\"top\">\n<p class=\"MsoNormal\" style=\"margin-bottom: 8.0pt;line-height: 107%\"><b>Source of Variation<\/b><\/p>\n<\/td>\n<td style=\"border: solid windowtext 1.0pt;border-left: none;padding: 0cm 5.4pt 0cm 5.4pt\" valign=\"top\">\n<p class=\"MsoNormal\" style=\"margin-bottom: 8.0pt;line-height: 107%\"><b>SS<\/b><\/p>\n<\/td>\n<td style=\"border: solid windowtext 1.0pt;border-left: none;padding: 0cm 5.4pt 0cm 5.4pt\" valign=\"top\">\n<p class=\"MsoNormal\" style=\"margin-bottom: 8.0pt;line-height: 107%\"><b>df<\/b><\/p>\n<\/td>\n<td style=\"border: solid windowtext 1.0pt;border-left: none;padding: 0cm 5.4pt 0cm 5.4pt\" valign=\"top\">\n<p class=\"MsoNormal\" style=\"margin-bottom: 8.0pt;line-height: 107%\"><b>MS<\/b><\/p>\n<\/td>\n<td style=\"border: solid windowtext 1.0pt;border-left: none;padding: 0cm 5.4pt 0cm 5.4pt\" valign=\"top\">\n<p class=\"MsoNormal\" style=\"margin-bottom: 8.0pt;line-height: 107%\"><b>F<\/b><\/p>\n<\/td>\n<td style=\"border: solid windowtext 1.0pt;border-left: none;padding: 0cm 5.4pt 0cm 5.4pt\" valign=\"top\">\n<p class=\"MsoNormal\" style=\"margin-bottom: 8.0pt;line-height: 107%\"><b>P-value<\/b><\/p>\n<\/td>\n<td style=\"border: solid windowtext 1.0pt;border-left: none;padding: 0cm 5.4pt 0cm 5.4pt\" valign=\"top\">\n<p class=\"MsoNormal\" style=\"margin-bottom: 8.0pt;line-height: 107%\"><b>F crit<\/b><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"border: solid windowtext 1.0pt;border-top: none;padding: 0cm 5.4pt 0cm 5.4pt\" valign=\"top\">\n<p class=\"MsoNormal\" style=\"margin-bottom: 8.0pt;line-height: 107%\"><b>Rows <\/b><\/p>\n<\/td>\n<td style=\"border-top: none;border-left: none;border-bottom: solid windowtext 1.0pt;border-right: solid windowtext 1.0pt;padding: 0cm 5.4pt 0cm 5.4pt\" valign=\"top\">\n<p class=\"MsoNormal\" style=\"margin-bottom: 8.0pt;line-height: 107%\"><b>84.63<\/b><\/p>\n<\/td>\n<td style=\"border-top: none;border-left: none;border-bottom: solid windowtext 1.0pt;border-right: solid windowtext 1.0pt;padding: 0cm 5.4pt 0cm 5.4pt\" valign=\"top\">\n<p class=\"MsoNormal\" style=\"margin-bottom: 8.0pt;line-height: 107%\"><b>39<\/b><\/p>\n<\/td>\n<td style=\"border-top: none;border-left: none;border-bottom: solid windowtext 1.0pt;border-right: solid windowtext 1.0pt;padding: 0cm 5.4pt 0cm 5.4pt\" valign=\"top\">\n<p class=\"MsoNormal\" style=\"margin-bottom: 8.0pt;line-height: 107%\"><b>2.17<\/b><\/p>\n<\/td>\n<td style=\"border-top: none;border-left: none;border-bottom: solid windowtext 1.0pt;border-right: solid windowtext 1.0pt;padding: 0cm 5.4pt 0cm 5.4pt\" valign=\"top\">\n<p class=\"MsoNormal\" style=\"margin-bottom: 8.0pt;line-height: 107%\"><b>0.86<\/b><\/p>\n<\/td>\n<td style=\"border-top: none;border-left: none;border-bottom: solid windowtext 1.0pt;border-right: solid windowtext 1.0pt;padding: 0cm 5.4pt 0cm 5.4pt\" valign=\"top\">\n<p class=\"MsoNormal\" style=\"margin-bottom: 8.0pt;line-height: 107%\"><b>0.67<\/b><\/p>\n<\/td>\n<td style=\"border-top: none;border-left: none;border-bottom: solid windowtext 1.0pt;border-right: solid windowtext 1.0pt;padding: 0cm 5.4pt 0cm 5.4pt\" valign=\"top\">\n<p class=\"MsoNormal\" style=\"margin-bottom: 8.0pt;line-height: 107%\"><b>1.55<\/b><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"border: solid windowtext 1.0pt;border-top: none;padding: 0cm 5.4pt 0cm 5.4pt\" valign=\"top\">\n<p class=\"MsoNormal\" style=\"margin-bottom: 8.0pt;line-height: 107%\"><b>Columns <\/b><\/p>\n<\/td>\n<td style=\"border-top: none;border-left: none;border-bottom: solid windowtext 1.0pt;border-right: solid windowtext 1.0pt;padding: 0cm 5.4pt 0cm 5.4pt\" valign=\"top\">\n<p class=\"MsoNormal\" style=\"margin-bottom: 8.0pt;line-height: 107%\"><b>22.42<\/b><\/p>\n<\/td>\n<td style=\"border-top: none;border-left: none;border-bottom: solid windowtext 1.0pt;border-right: solid windowtext 1.0pt;padding: 0cm 5.4pt 0cm 5.4pt\" valign=\"top\">\n<p class=\"MsoNormal\" style=\"margin-bottom: 8.0pt;line-height: 107%\"><b>3<\/b><\/p>\n<\/td>\n<td style=\"border-top: none;border-left: none;border-bottom: solid windowtext 1.0pt;border-right: solid windowtext 1.0pt;padding: 0cm 5.4pt 0cm 5.4pt\" valign=\"top\">\n<p class=\"MsoNormal\" style=\"margin-bottom: 8.0pt;line-height: 107%\"><b>7.47<\/b><\/p>\n<\/td>\n<td style=\"border-top: none;border-left: none;border-bottom: solid windowtext 1.0pt;border-right: solid windowtext 1.0pt;padding: 0cm 5.4pt 0cm 5.4pt\" valign=\"top\">\n<p class=\"MsoNormal\" style=\"margin-bottom: 8.0pt;line-height: 107%\"><b>2.97<\/b><\/p>\n<\/td>\n<td style=\"border-top: none;border-left: none;border-bottom: solid windowtext 1.0pt;border-right: solid windowtext 1.0pt;padding: 0cm 5.4pt 0cm 5.4pt\" valign=\"top\">\n<p class=\"MsoNormal\" style=\"margin-bottom: 8.0pt;line-height: 107%\"><b>0.03<\/b><\/p>\n<\/td>\n<td style=\"border-top: none;border-left: none;border-bottom: solid windowtext 1.0pt;border-right: solid windowtext 1.0pt;padding: 0cm 5.4pt 0cm 5.4pt\" valign=\"top\">\n<p class=\"MsoNormal\" style=\"margin-bottom: 8.0pt;line-height: 107%\"><b>2.66<\/b><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"border: solid windowtext 1.0pt;border-top: none;padding: 0cm 5.4pt 0cm 5.4pt\" valign=\"top\">\n<p class=\"MsoNormal\" style=\"margin-bottom: 8.0pt;line-height: 107%\"><b>Error<\/b><\/p>\n<\/td>\n<td style=\"border-top: none;border-left: none;border-bottom: solid windowtext 1.0pt;border-right: solid windowtext 1.0pt;padding: 0cm 5.4pt 0cm 5.4pt\" valign=\"top\">\n<p class=\"MsoNormal\" style=\"margin-bottom: 8.0pt;line-height: 107%\"><b>307.54<\/b><\/p>\n<\/td>\n<td style=\"border-top: none;border-left: none;border-bottom: solid windowtext 1.0pt;border-right: solid windowtext 1.0pt;padding: 0cm 5.4pt 0cm 5.4pt\" valign=\"top\">\n<p class=\"MsoNormal\" style=\"margin-bottom: 8.0pt;line-height: 107%\"><b>117<\/b><\/p>\n<\/td>\n<td style=\"border-top: none;border-left: none;border-bottom: solid windowtext 1.0pt;border-right: solid windowtext 1.0pt;padding: 0cm 5.4pt 0cm 5.4pt\" valign=\"top\">\n<p class=\"MsoNormal\" style=\"margin-bottom: 8.0pt;line-height: 107%\"><b>2.63<\/b><\/p>\n<\/td>\n<td style=\"border-top: none;border-left: none;border-bottom: solid windowtext 1.0pt;border-right: solid windowtext 1.0pt;padding: 0cm 5.4pt 0cm 5.4pt\" valign=\"top\">\u00a0<\/td>\n<td style=\"border-top: none;border-left: none;border-bottom: solid windowtext 1.0pt;border-right: solid windowtext 1.0pt;padding: 0cm 5.4pt 0cm 5.4pt\" valign=\"top\">\u00a0<\/td>\n<td style=\"border-top: none;border-left: none;border-bottom: solid windowtext 1.0pt;border-right: solid windowtext 1.0pt;padding: 0cm 5.4pt 0cm 5.4pt\" valign=\"top\">\u00a0<\/td>\n<\/tr>\n<tr>\n<td style=\"border: solid windowtext 1.0pt;border-top: none;padding: 0cm 5.4pt 0cm 5.4pt\" valign=\"top\">\n<p class=\"MsoNormal\" style=\"margin-bottom: 8.0pt;line-height: 107%\"><b>Total<\/b><\/p>\n<\/td>\n<td style=\"border-top: none;border-left: none;border-bottom: solid windowtext 1.0pt;border-right: solid windowtext 1.0pt;padding: 0cm 5.4pt 0cm 5.4pt\" valign=\"top\">\n<p class=\"MsoNormal\" style=\"margin-bottom: 8.0pt;line-height: 107%\"><b>414.59<\/b><\/p>\n<\/td>\n<td style=\"border-top: none;border-left: none;border-bottom: solid windowtext 1.0pt;border-right: solid windowtext 1.0pt;padding: 0cm 5.4pt 0cm 5.4pt\" valign=\"top\">\n<p class=\"MsoNormal\" style=\"margin-bottom: 8.0pt;line-height: 107%\"><b>159<\/b><\/p>\n<\/td>\n<td style=\"border-top: none;border-left: none;border-bottom: solid windowtext 1.0pt;border-right: solid windowtext 1.0pt;padding: 0cm 5.4pt 0cm 5.4pt\" valign=\"top\">\u00a0<\/td>\n<td style=\"border-top: none;border-left: none;border-bottom: solid windowtext 1.0pt;border-right: solid windowtext 1.0pt;padding: 0cm 5.4pt 0cm 5.4pt\" valign=\"top\">\u00a0<\/td>\n<td style=\"border-top: none;border-left: none;border-bottom: solid windowtext 1.0pt;border-right: solid windowtext 1.0pt;padding: 0cm 5.4pt 0cm 5.4pt\" valign=\"top\">\u00a0<\/td>\n<td style=\"border-top: none;border-left: none;border-bottom: solid windowtext 1.0pt;border-right: solid windowtext 1.0pt;padding: 0cm 5.4pt 0cm 5.4pt\" valign=\"top\">\u00a0<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p class=\"MsoNormal\">\u00a0<\/p>\n<p class=\"MsoNormal\"><b>Hypotheses:<\/b><\/p>\n<p class=\"MsoNormal\"><b>Ho (Null Hypothesis):<\/b><br \/>There is no significant difference in students\u2019 career preference among Medical, Engineering, Commerce, and Arts.<\/p>\n<p class=\"MsoNormal\"><b>H1 (Alternative Hypothesis):<\/b><br \/>At least one career preference differs significantly from others.<\/p>\n<p class=\"MsoNormal\">\u00a0<\/p>\n<p class=\"MsoNormal\"><b>Decision:<\/b><\/p>\n<p class=\"MsoNormal\">Since the <b>P-value (0.03) is less than 0.05<\/b> and <b>F (2.97) is greater than F critical (2.66)<\/b>, we <b>reject the null hypothesis (Ho)<\/b>.<\/p>\n<p class=\"MsoNormal\">This indicates that there is a statistically significant difference in students\u2019 career preferences among Medical, Engineering, Commerce, and Arts.<\/p>\n<p class=\"MsoNormal\">\u00a0<\/p>\n<p class=\"MsoNormal\"><b>OVERALL CONCLUSION:<\/b><\/p>\n<p class=\"MsoNormal\">The study concludes that students do not have equal preference for all career streams. The ANOVA results indicate a significant difference in career preferences among Medical, Engineering, Commerce, and Arts. This suggests that certain fields are more preferred than others, likely due to factors such as personal interest, job prospects, societal influence, and perceived career stability.<\/p>\n<p class=\"MsoNormal\">Overall, the findings highlight the importance of career guidance programs in helping students make informed and suitable career choices.<\/p>\n<p class=\"MsoNormal\">\u00a0<\/p>\n<p class=\"MsoNormal\"><b>REFERENCES:<\/b><\/p>\n<ol style=\"margin-top: 0cm\" start=\"1\" type=\"1\">\n<li class=\"MsoNormal\">Super, D. E. (1980). <i>A Life-Span, Life-Space Approach to Career Development<\/i>. Journal of Vocational Behavior, 16(3), 282\u2013298.<\/li>\n<li class=\"MsoNormal\">Holland, J. L. (1997). <i>Making Vocational Choices: A Theory of Vocational Personalities and Work Environments<\/i>. Psychological Assessment Resources.<\/li>\n<\/ol>\n<p>\u00a0<\/p>\n<p class=\"MsoNormal\">\u00a0<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u00a0 TITLE: A STUDY ON CAREER PREFERENCE AMONG STUDENTS USING ANNOVA AUTHOR: Vivek Rathod INTRODUCTION: Career choice is one of the most important decisions in a student\u2019s life, influencing their future education, profession, and overall lifestyle. With increasing career opportunities, students are exposed to multiple fields such as Medical, Engineering, Commerce, and Arts. Each field&hellip; <a class=\"more-link\" href=\"http:\/\/www.sachdevajk.in\/?p=24042\">Continue reading <span class=\"screen-reader-text\">A STUDY ON CAREER PREFERENCE AMONG STUDENTS &#8211; ANOVA<\/span><\/a><\/p>\n","protected":false},"author":140055,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-24042","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\/24042","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\/140055"}],"replies":[{"embeddable":true,"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=24042"}],"version-history":[{"count":1,"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=\/wp\/v2\/posts\/24042\/revisions"}],"predecessor-version":[{"id":24043,"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=\/wp\/v2\/posts\/24042\/revisions\/24043"}],"wp:attachment":[{"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=24042"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=24042"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=24042"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}