{"id":8208,"date":"2023-10-09T09:05:28","date_gmt":"2023-10-09T01:05:28","guid":{"rendered":"https:\/\/www.ukm.my\/jem\/?post_type=article&#038;p=8208"},"modified":"2024-02-02T18:26:04","modified_gmt":"2024-02-02T10:26:04","slug":"determinants-of-graduates-starting-salary-using-chaid-analysis","status":"publish","type":"article","link":"https:\/\/www.ukm.my\/jem\/article\/determinants-of-graduates-starting-salary-using-chaid-analysis\/","title":{"rendered":"Determinants of Graduates\u2019 Starting Salary Using CHAID Analysis"},"content":{"rendered":"<p><em>This study aims to identify the factors contributing to graduates&#8217; starting salaries.<\/em><em>We used the data of 1,485 employed graduates from a Malaysian public university retrieved from a comprehensive 2018 Graduate Tracer Study by the Ministry of Higher Education Malaysia. We employed the CHAID predictive model to establish a relationship between starting salary and categorical predictor variables. We further used Chi-square statistics to determine the optimal splits. <\/em><em>The study found that graduates&#8217; starting salaries are influenced by job sector, English proficiency, job group, academic performance, and field of study. The findings further revealed that only 40 per cent of the graduates received a monthly starting salary of at least RM2,500. <\/em><em>This simple model successfully captures the essential patterns and relationships in the data without being overly influenced by irrelevant details. \u00a0<\/em><em>These findings provide valuable knowledge and insights for future graduates to secure a promising career.<\/em><\/p>\n<p>&nbsp;<\/p>\n","protected":false},"template":"","tags":[1681,1677,1680,1678,53,1679],"jel-code":[1514,1444,1445,1682,1683,1684],"article-type":[1329],"class_list":["entry","author-asriwn","post-8208","article","type-article","status-publish","tag-academic-performance","tag-chaid-analysis","tag-english-proficiency","tag-graduate-employability","tag-malaysia","tag-salary","jel-code-j21","jel-code-j24","jel-code-j31","jel-code-j41","jel-code-m51","jel-code-m52","article-type-normal-article"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Determinants of Graduates\u2019 Starting Salary Using CHAID Analysis | Jurnal Ekonomi Malaysia<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.ukm.my\/jem\/article\/determinants-of-graduates-starting-salary-using-chaid-analysis\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Determinants of Graduates\u2019 Starting Salary Using CHAID Analysis | Jurnal Ekonomi Malaysia\" \/>\n<meta property=\"og:description\" content=\"This study aims to identify the factors contributing to graduates&#8217; starting salaries.We used the data of 1,485 employed graduates from a Malaysian public university retrieved from a comprehensive 2018 Graduate Tracer Study by the Ministry of Higher Education Malaysia. We employed the CHAID predictive model to establish a relationship betweenContinue Reading\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.ukm.my\/jem\/article\/determinants-of-graduates-starting-salary-using-chaid-analysis\/\" \/>\n<meta property=\"og:site_name\" content=\"Jurnal Ekonomi Malaysia\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/Jurnal-Ekonomi-Malaysia-JEM-104142808087485\" \/>\n<meta property=\"article:modified_time\" content=\"2024-02-02T10:26:04+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@EkonomiJurnal\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.ukm.my\\\/jem\\\/article\\\/determinants-of-graduates-starting-salary-using-chaid-analysis\\\/\",\"url\":\"https:\\\/\\\/www.ukm.my\\\/jem\\\/article\\\/determinants-of-graduates-starting-salary-using-chaid-analysis\\\/\",\"name\":\"Determinants of Graduates\u2019 Starting Salary Using CHAID Analysis | Jurnal Ekonomi Malaysia\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.ukm.my\\\/jem\\\/#website\"},\"datePublished\":\"2023-10-09T01:05:28+00:00\",\"dateModified\":\"2024-02-02T10:26:04+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.ukm.my\\\/jem\\\/article\\\/determinants-of-graduates-starting-salary-using-chaid-analysis\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.ukm.my\\\/jem\\\/article\\\/determinants-of-graduates-starting-salary-using-chaid-analysis\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.ukm.my\\\/jem\\\/article\\\/determinants-of-graduates-starting-salary-using-chaid-analysis\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.ukm.my\\\/jem\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Articles\",\"item\":\"https:\\\/\\\/www.ukm.my\\\/jem\\\/article\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Determinants of Graduates\u2019 Starting Salary Using CHAID Analysis\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.ukm.my\\\/jem\\\/#website\",\"url\":\"https:\\\/\\\/www.ukm.my\\\/jem\\\/\",\"name\":\"Jurnal Ekonomi Malaysia\",\"description\":\"Universiti Kebangsaan Malaysia\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.ukm.my\\\/jem\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.ukm.my\\\/jem\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/www.ukm.my\\\/jem\\\/#organization\",\"name\":\"Jurnal Ekonomi Malaysia\",\"url\":\"https:\\\/\\\/www.ukm.my\\\/jem\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.ukm.my\\\/jem\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/www.ukm.my\\\/jem\\\/wp-content\\\/uploads\\\/2021\\\/05\\\/cropped-browser-icon-letter-1.png\",\"contentUrl\":\"https:\\\/\\\/www.ukm.my\\\/jem\\\/wp-content\\\/uploads\\\/2021\\\/05\\\/cropped-browser-icon-letter-1.png\",\"width\":512,\"height\":308,\"caption\":\"Jurnal Ekonomi Malaysia\"},\"image\":{\"@id\":\"https:\\\/\\\/www.ukm.my\\\/jem\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/Jurnal-Ekonomi-Malaysia-JEM-104142808087485\",\"https:\\\/\\\/x.com\\\/EkonomiJurnal\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Determinants of Graduates\u2019 Starting Salary Using CHAID Analysis | Jurnal Ekonomi Malaysia","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.ukm.my\/jem\/article\/determinants-of-graduates-starting-salary-using-chaid-analysis\/","og_locale":"en_US","og_type":"article","og_title":"Determinants of Graduates\u2019 Starting Salary Using CHAID Analysis | Jurnal Ekonomi Malaysia","og_description":"This study aims to identify the factors contributing to graduates&#8217; starting salaries.We used the data of 1,485 employed graduates from a Malaysian public university retrieved from a comprehensive 2018 Graduate Tracer Study by the Ministry of Higher Education Malaysia. 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