{"id":2805,"date":"2026-10-04T08:32:15","date_gmt":"2026-10-04T08:32:15","guid":{"rendered":"https:\/\/skti.co.th\/site\/?page_id=2805"},"modified":"2026-10-08T07:10:53","modified_gmt":"2026-10-08T07:10:53","slug":"data-informed-decision-making","status":"publish","type":"page","link":"https:\/\/skti.co.th\/site\/courses\/data-business-analytics\/data-informed-decision-making\/","title":{"rendered":"Data-Informed Decision Making"},"content":{"rendered":"\t\t
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Data-Informed Decision Making<\/h1><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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Strengthen your ability to make business decisions supported by relevant evidence. This case-based course introduces the Problem\u2013Data\u2013Option\u2013Decision framework, helping learners distinguish useful information from noise, compare alternatives and assess risks and trade-offs. Through group exercises based on departmental business cases, participants develop a Decision Brief and practise explaining and defending their recommendations.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\n\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\tEnquire About This Course<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Course at a Glance<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Description<\/th>\nDetail<\/th>\n<\/tr>\n<\/thead>\n
Duration<\/td>\n1 day \u00b7 6 hours<\/td>\n<\/tr>\n
Format<\/td>\nClassroom \u00b7 Case-based workshop<\/td>\n<\/tr>\n
Prerequisites<\/td>\nCompletion of Data Insight Discovery<\/td>\n<\/tr>\n
Course Output<\/td>\nDecision Brief outlining the problem, evidence, options and recommendation<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Learning Objectives<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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By the end of the course, participants will be able to:<\/p>\n

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  • Apply the Problem\u2013Data\u2013Option\u2013Decision framework to a business case.<\/span><\/li>\n
  • Distinguish relevant evidence from information that does not support the decision.<\/span><\/li>\n
  • Compare options and assess their risks and trade-offs.<\/span><\/li>\n
  • Prepare a Decision Brief with a clear, evidence-supported recommendation.<\/span><\/li>\n
  • Present a recommendation and respond to questions that challenge its reasoning.<\/span><\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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    Course Outline<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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    Module 1 \u2014 A Framework for Business Decisions<\/strong>
    Explore the Problem\u2013Data\u2013Option\u2013Decision framework and learn how to connect a business problem with evidence, alternatives and a recommendation.<\/p>\n

    Module 2 \u2014 Relevant Evidence vs Noise<\/strong>
    Practise identifying information that matters to a decision using sample cases, and distinguish it from distracting or irrelevant data.<\/p>\n

    Module 3 \u2014 Business Case Workshop & Decision Brief<\/strong>
    Work in groups to analyse a real departmental case, assess options and trade-offs, and draft a Decision Brief supported by evidence.<\/p>\n

    Module 4 \u2014 Decision Pitch & Peer Challenge<\/strong>
    Present your recommendation and respond to challenges from peers and the instructor to test and strengthen your reasoning.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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    Who Should Attend<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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    Professionals who use data to analyse departmental problems, compare options and recommend business actions.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"

    Data-Informed Decision Making Strengthen your ability to make business decisions supported by relevant evidence. This case-based course introduces the Problem\u2013Data\u2013Option\u2013Decision framework, helping learners distinguish useful information from noise, compare alternatives and assess risks and trade-offs. Through group exercises based on departmental business cases, participants develop a Decision Brief and practise explaining and defending their recommendations. […]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":2632,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"pagelayer_contact_templates":[],"_pagelayer_content":"","site-sidebar-layout":"no-sidebar","site-content-layout":"page-builder","ast-site-content-layout":"full-width-container","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"disabled","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"_zipai_imported":false,"_zipai_import_id":"","footnotes":""},"class_list":["post-2805","page","type-page","status-publish","hentry"],"spectra_blocks_featured_image_url":null,"spectra_blocks_author_info":{"display_name":"skti","avatar_url":"https:\/\/secure.gravatar.com\/avatar\/d19f1cd11f61dda1f5a6bb64202cfeceb9d2ba31d0872c307b67a0d6c2fc09bb?s=96&d=mm&r=g","author_link":"https:\/\/skti.co.th\/site\/author\/skti\/","description":""},"_links":{"self":[{"href":"https:\/\/skti.co.th\/site\/wp-json\/wp\/v2\/pages\/2805","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/skti.co.th\/site\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/skti.co.th\/site\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/skti.co.th\/site\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/skti.co.th\/site\/wp-json\/wp\/v2\/comments?post=2805"}],"version-history":[{"count":15,"href":"https:\/\/skti.co.th\/site\/wp-json\/wp\/v2\/pages\/2805\/revisions"}],"predecessor-version":[{"id":3227,"href":"https:\/\/skti.co.th\/site\/wp-json\/wp\/v2\/pages\/2805\/revisions\/3227"}],"up":[{"embeddable":true,"href":"https:\/\/skti.co.th\/site\/wp-json\/wp\/v2\/pages\/2632"}],"wp:attachment":[{"href":"https:\/\/skti.co.th\/site\/wp-json\/wp\/v2\/media?parent=2805"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}