{"id":2148,"date":"2023-02-18T02:04:43","date_gmt":"2023-02-18T02:04:43","guid":{"rendered":"https:\/\/www.goodacademic.com\/blog\/questions\/excel-question\/"},"modified":"2023-02-18T02:04:43","modified_gmt":"2023-02-18T02:04:43","slug":"excel-question","status":"publish","type":"questions","link":"https:\/\/www.goodacademic.com\/blog\/questions\/excel-question\/","title":{"rendered":"Excel Question"},"content":{"rendered":"<div class=\"col-sm-12 messageContent\">\n <b>Learning Goal: <\/b>I&#8217;m working on a excel exercise and need an explanation and answer to help me learn.<\/p>\n<p><span class=\"textLayer--absolute\">Data Analytics Center demand forecast:<\/span><span class=\"textLayer--absolute\"> Having an optimal staffing model in place for your <span class=\"textLayer--absolute\">Data Analytics team is a great step but without an understanding of what kind of demand for <span class=\"textLayer--absolute\">services you might encounter creates an environment of great uncertainty. Luckily you have <span class=\"textLayer--absolute\">24 months of data that represents historical requests for projects and data reporting services. <span class=\"textLayer--absolute\">Health system leadership expects an ongoing increase in demand for analytics and reporting<\/span><br \/><span class=\"textLayer--absolute\">services. The increase in demand that precipitated that need to track the number of requests <span class=\"textLayer--absolute\">is the exact thing that prompted leadership to request the creation of a Data Analytics Center.<\/span><\/span><\/span><\/span><\/span><\/span><\/p>\n<p><span class=\"textLayer--absolute\">For this assignment you will use your experience with forecasting methods to:<\/span><\/p>\n<ol>\n<li><span class=\"textLayer--absolute\">Select an appropriate forecasting method for the Data Analytics Center (hint: there <span class=\"textLayer--absolute\">is seasonal variation in the data)<\/span><\/span><\/li>\n<li><span class=\"textLayer--absolute\">Perform a forecasting exercise to <span class=\"textLayer--absolute\">project future demand<\/span><span class=\"textLayer--absolute\"> (over the next 12 months) <span class=\"textLayer--absolute\">using a linear regression model (hint: you need to run regression in MS-Excel)<\/span><\/span><\/span><\/li>\n<li><span class=\"textLayer--absolute\">Analyze the summary measures and evaluate the forecast (recommend action <span class=\"textLayer--absolute\">steps)<\/span><\/span><\/li>\n<\/ol>\n<p><span class=\"textLayer--absolute\"><span class=\"instructure_file_holder link_holder instructure_file_link_holder\"><a class=\"file_download_btn\" role=\"button\" download=\"\" href=\"https:\/\/widener.instructure.com\/courses\/35087\/files\/4015320\/download?download_frd=1\"> <\/a><\/span><\/span><\/p>\n<p><span class=\"textLayer--absolute\">Data Analytics Forecasting information:<\/span><\/p>\n<ul>\n<li><span class=\"textLayer--absolute\">Requests seem to increase significantly (~50%) in the quarter leading up to the end of <span class=\"textLayer--absolute\">the calendar year. They decrease (~30%) during the heavy vacation months (July &amp; <span class=\"textLayer--absolute\">August) in the summer<\/span><\/span><\/span><\/li>\n<li><span class=\"textLayer--absolute\">The Director of the Analytics Center is reporting that requests seemed to have <span class=\"textLayer--absolute\">increased steadily over the past two years and is concerned about future staffing needs<\/span><\/span><\/li>\n<li><span class=\"textLayer--absolute\">The forecast data is presented in a separate document attached to the assignment<\/span><\/li>\n<\/ul>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Learning Goal: I&#8217;m working on a excel exercise and need an explanation and answer to help me learn. Data Analytics Center demand forecast: Having an optimal staffing model in place for your Data Analytics team is a great step but without an understanding of what kind of demand for services you might encounter creates an [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"closed","template":"","meta":[],"disciplines":[759],"paper_types":[],"tagged":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.goodacademic.com\/blog\/wp-json\/wp\/v2\/questions\/2148"}],"collection":[{"href":"https:\/\/www.goodacademic.com\/blog\/wp-json\/wp\/v2\/questions"}],"about":[{"href":"https:\/\/www.goodacademic.com\/blog\/wp-json\/wp\/v2\/types\/questions"}],"author":[{"embeddable":true,"href":"https:\/\/www.goodacademic.com\/blog\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.goodacademic.com\/blog\/wp-json\/wp\/v2\/comments?post=2148"}],"version-history":[{"count":0,"href":"https:\/\/www.goodacademic.com\/blog\/wp-json\/wp\/v2\/questions\/2148\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.goodacademic.com\/blog\/wp-json\/wp\/v2\/media?parent=2148"}],"wp:term":[{"taxonomy":"disciplines","embeddable":true,"href":"https:\/\/www.goodacademic.com\/blog\/wp-json\/wp\/v2\/disciplines?post=2148"},{"taxonomy":"paper_types","embeddable":true,"href":"https:\/\/www.goodacademic.com\/blog\/wp-json\/wp\/v2\/paper_types?post=2148"},{"taxonomy":"tagged","embeddable":true,"href":"https:\/\/www.goodacademic.com\/blog\/wp-json\/wp\/v2\/tagged?post=2148"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}