{"id":55155,"date":"2026-04-03T11:50:04","date_gmt":"2026-04-03T11:50:04","guid":{"rendered":"https:\/\/certifeka-edu.com\/programs\/research-for-strategic-development-module-2\/lessons\/lesson-2-qualitative-data-3-2\/"},"modified":"2026-04-03T11:50:04","modified_gmt":"2026-04-03T11:50:04","slug":"lesson-2-qualitative-data-3-2","status":"publish","type":"lesson","link":"https:\/\/certifeka-edu.com\/ar\/programs\/research-for-managers-module-ucam-university\/lessons\/lesson-2-qualitative-data-3-2\/","title":{"rendered":"Lesson 2: Qualitative Data"},"content":{"rendered":"<p><img loading=\"lazy\" decoding=\"async\" width=\"96\" height=\"114\" src=\"https:\/\/certifeka-edu.com\/wp-content\/uploads\/2025\/04\/logos-png-01-296x57-1.png\" alt=\"\" srcset=\"https:\/\/certifeka-edu.com\/wp-content\/uploads\/2025\/04\/logos-png-01-296x57-1.png 96w, https:\/\/certifeka-edu.com\/wp-content\/uploads\/2025\/04\/logos-png-01-296x57-1-10x12.png 10w, https:\/\/certifeka-edu.com\/wp-content\/uploads\/2025\/04\/logos-png-01-296x57-1-42x50.png 42w\" sizes=\"auto, (max-width: 96px) 100vw, 96px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/p>\n<h2>Lesson 2: Data Quality testing &amp; Data types<br \/>\n<\/h2>\n<h3>Qualitative Data:<\/h3>\n<p>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"512\" height=\"512\" src=\"https:\/\/certifeka-edu.com\/wp-content\/uploads\/2025\/08\/Icon4.png\" alt=\"\" srcset=\"https:\/\/certifeka-edu.com\/wp-content\/uploads\/2025\/08\/Icon4.png 512w, https:\/\/certifeka-edu.com\/wp-content\/uploads\/2025\/08\/Icon4-300x300.png 300w, https:\/\/certifeka-edu.com\/wp-content\/uploads\/2025\/08\/Icon4-150x150.png 150w, https:\/\/certifeka-edu.com\/wp-content\/uploads\/2025\/08\/Icon4-12x12.png 12w, https:\/\/certifeka-edu.com\/wp-content\/uploads\/2025\/08\/Icon4-410x410.png 410w, https:\/\/certifeka-edu.com\/wp-content\/uploads\/2025\/08\/Icon4-50x50.png 50w\" sizes=\"auto, (max-width: 512px) 100vw, 512px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/p>\n<h5>Qualitative data is non-statistical and is typically unstructured or semi-structured.<\/h5>\n<h5>This data isn&#8217;t necessarily measured using hard numbers used to develop graphs and charts.<\/h5>\n<h5>Instead, it is categorized based on properties, attributes, labels, and other identifiers.<\/h5>\n<h5>Qualitative data can be used to ask the question &#8220;why.&#8221; It is investigative and is often open-ended until further research is conducted.<\/h5>\n<h5>Generating this data from qualitative research is used for theorizations, interpretations, developing hypotheses, and initial understandings.<\/h5>\n<h5>Qualitative data can be used to ask the question &#8220;why.&#8221; It is investigative and is often open-ended until further research is conducted.<\/h5>\n<h5>Generating this data from qualitative research is used for theorizations, interpretations, developing hypotheses, and initial understandings.<\/h5>\n<ul>\n<li>\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" viewbox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg><br \/>\n\t\t\t\t\t\t\t\t\t\tData is descriptive and subjective in nature.\n\t\t\t\t\t\t\t\t\t<\/li>\n<li>\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" viewbox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg><br \/>\n\t\t\t\t\t\t\t\t\t\tFocuses on understanding and exploring the subjective experiences, beliefs, opinions, and attitudes of individuals or groups.\n\t\t\t\t\t\t\t\t\t<\/li>\n<li>\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" viewbox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg><br \/>\n\t\t\t\t\t\t\t\t\t\tData is typically collected through methods such as interviews, focus groups, observations, and open-ended surveys.\n\t\t\t\t\t\t\t\t\t<\/li>\n<li>\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" viewbox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg><br \/>\n\t\t\t\t\t\t\t\t\t\tResults are often presented in the form of themes, patterns, or narratives\n\t\t\t\t\t\t\t\t\t<\/li>\n<li>\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" viewbox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg><br \/>\n\t\t\t\t\t\t\t\t\t\tQualitative research is used in fields such as social sciences, psychology, and anthropology\n\t\t\t\t\t\t\t\t\t<\/li>\n<\/ul>","protected":false},"comment_status":"open","ping_status":"closed","template":"","class_list":["post-55155","lesson","type-lesson","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Lesson 2: Qualitative Data - Certifeka-edu<\/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:\/\/certifeka-edu.com\/ar\/programs\/research-for-managers-module-ucam-university\/lessons\/lesson-2-qualitative-data-3-2\/\" \/>\n<meta property=\"og:locale\" content=\"ar_AR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Lesson 2: Qualitative Data - Certifeka-edu\" \/>\n<meta property=\"og:description\" content=\"Lesson 2: Data Quality testing &amp; 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