{"id":7883,"date":"2025-04-09T07:47:03","date_gmt":"2025-04-09T07:47:03","guid":{"rendered":"https:\/\/scai.kibu.ac.ke\/?p=7883"},"modified":"2025-12-24T00:21:00","modified_gmt":"2025-12-24T00:21:00","slug":"scientific-levels-of-field-data-analysis-in-computing-research","status":"publish","type":"post","link":"https:\/\/kibu.ac.ke\/scai\/scientific-levels-of-field-data-analysis-in-computing-research\/","title":{"rendered":"Scientific Levels of Field Data Analysis in Computing Research"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"7883\" class=\"elementor elementor-7883\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-656dc71a elementor-section-full_width elementor-section-height-min-height elementor-section-items-stretch elementor-section-height-default\" data-id=\"656dc71a\" data-element_type=\"section\" id=\"ourgoal\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-689f631d\" data-id=\"689f631d\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-75024eba elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"75024eba\" data-element_type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Scientific Levels of Field Data Analysis in Computing Research<\/h1>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-38e4bc84 elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"38e4bc84\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-2c9993ef\" data-id=\"2c9993ef\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-31dafc7f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"31dafc7f\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-2499b774 elementor-invisible\" data-id=\"2499b774\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;fadeIn&quot;,&quot;animation_mobile&quot;:&quot;none&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7f5add04 elementor-widget__width-auto elementor-widget elementor-widget-heading\" data-id=\"7f5add04\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">2021<\/h2>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-3d4fbb36 elementor-invisible\" data-id=\"3d4fbb36\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;fadeIn&quot;,&quot;animation_mobile&quot;:&quot;none&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1fb73933 elementor-widget elementor-widget-heading\" data-id=\"1fb73933\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">KIBU Authors<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5105f043 elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"5105f043\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Peters Anselemo Ikoha<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-b8f53d1 elementor-invisible\" data-id=\"b8f53d1\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;fadeIn&quot;,&quot;animation_mobile&quot;:&quot;none&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4cb022c8 elementor-tablet-align-left elementor-invisible elementor-widget elementor-widget-button\" data-id=\"4cb022c8\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInLeft&quot;}\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-shrink\" href=\"https:\/\/www.internationaljournalcorner.com\/index.php\/theijst\/article\/view\/167412\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">VIEW ON PUBLISHER SITE<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-620b5411 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"620b5411\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-7a8a5e9a elementor-invisible\" data-id=\"7a8a5e9a\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;fadeIn&quot;,&quot;animation_mobile&quot;:&quot;none&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1c37bf99 elementor-widget elementor-widget-heading\" data-id=\"1c37bf99\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Abstract<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-564d353e elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"564d353e\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Scientific research is a study that is systematically planned with a view of solving real life problems through creating new knowledge. A researcher requires to draft questions in line with the constructs and concept being handled. Data analysis begins with proper analysis of variables and literature to be reviewed. However, field data analysis involves descriptive, exploratory, inferential, predictive, causal and mechanistic. A desktop literature review of papers published in accredited research journals, books and popular articles was conducted. This review paper will be of great help to both occasional and seasonal researchers as they analyze data to solve problems scientifically and generate new knowledge.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>2021 KIBU Authors Peters Anselemo Ikoha VIEW ON PUBLISHER SITE Abstract Scientific research is a study that is systematically planned with a view of solving real life problems through creating new knowledge. A researcher requires to draft questions in line with the constructs and concept being handled. Data analysis begins with proper analysis of variables [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"footnotes":""},"categories":[10],"tags":[],"class_list":["post-7883","post","type-post","status-publish","format-standard","hentry","category-research-list"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Scientific Levels of Field Data Analysis in Computing Research - School of Computing &amp; Informatics<\/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:\/\/kibu.ac.ke\/scai\/scientific-levels-of-field-data-analysis-in-computing-research\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Scientific Levels of Field Data Analysis in Computing Research - School of Computing &amp; Informatics\" \/>\n<meta property=\"og:description\" content=\"2021 KIBU Authors Peters Anselemo Ikoha VIEW ON PUBLISHER SITE Abstract Scientific research is a study that is systematically planned with a view of solving real life problems through creating new knowledge. A researcher requires to draft questions in line with the constructs and concept being handled. Data analysis begins with proper analysis of variables [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/kibu.ac.ke\/scai\/scientific-levels-of-field-data-analysis-in-computing-research\/\" \/>\n<meta property=\"og:site_name\" content=\"School of Computing &amp; Informatics\" \/>\n<meta property=\"article:published_time\" content=\"2025-04-09T07:47:03+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-12-24T00:21:00+00:00\" \/>\n<meta name=\"author\" content=\"kibabii\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"kibabii\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/kibu.ac.ke\/scai\/scientific-levels-of-field-data-analysis-in-computing-research\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/kibu.ac.ke\/scai\/scientific-levels-of-field-data-analysis-in-computing-research\/\"},\"author\":{\"name\":\"kibabii\",\"@id\":\"https:\/\/kibu.ac.ke\/scai\/#\/schema\/person\/f24ef483cba6d32518303e5d7f89741d\"},\"headline\":\"Scientific Levels of Field Data Analysis in Computing Research\",\"datePublished\":\"2025-04-09T07:47:03+00:00\",\"dateModified\":\"2025-12-24T00:21:00+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/kibu.ac.ke\/scai\/scientific-levels-of-field-data-analysis-in-computing-research\/\"},\"wordCount\":123,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/kibu.ac.ke\/scai\/#organization\"},\"articleSection\":[\"Research List\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/kibu.ac.ke\/scai\/scientific-levels-of-field-data-analysis-in-computing-research\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/kibu.ac.ke\/scai\/scientific-levels-of-field-data-analysis-in-computing-research\/\",\"url\":\"https:\/\/kibu.ac.ke\/scai\/scientific-levels-of-field-data-analysis-in-computing-research\/\",\"name\":\"Scientific Levels of Field Data Analysis in Computing Research - School of Computing &amp; 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