{"id":135,"date":"2014-10-06T07:03:22","date_gmt":"2014-10-06T07:03:22","guid":{"rendered":"http:\/\/www.dissertationcanada.com\/blog\/?p=135"},"modified":"2014-10-06T07:03:22","modified_gmt":"2014-10-06T07:03:22","slug":"how-to-speak-and-act-with-data","status":"publish","type":"post","link":"https:\/\/www.dissertationcanada.com\/blog\/how-to-speak-and-act-with-data\/","title":{"rendered":"How to Speak and Act with Data"},"content":{"rendered":"<p>Whatever be the industry or the nature of the business, different quality management tools and programs that range from lean, six sigma, Kaizen, ISO. They have something universally common and that is their dependency on data. That is their fundamental dependency.<\/p>\n<p>Even though the approaches and the techniques, time span and other details of these programs may have a different perspective but the fundamental dependence on data will remain the ultimate authority when one talks about making the right decisions and taking the appropriate actions.<\/p>\n<p>There are invariable two data types that are seen to be applied in most of the business improvement initiatives.\u00a0 Data that is collected with this perspective in mind is either the one that falls in the category of absolute data or continual data. They are also called as attribute or variable data respectively.<\/p>\n<p>The category of data which is the absolute data is obtained by the means of measuring a characteristic which can be actually counted numerically.\u00a0 On the other side of the continuum, variable or continual data deals with measuring those characteristics that do not change abruptly and change gradually over a span of time.<\/p>\n<p>Only when the researcher has a clear understanding about the difference that is there in the two sets of data, can he understand exactly what type is to be measured.<\/p>\n<p>There can be some simple rules to a good data. These rules help to overcome the anxiety and overwhelming feeling of the researcher upon seeing the data spreadsheets. If these rules are kept in mind, it becomes easier to create a good effect.<\/p>\n<p><span style=\"text-decoration: underline;\"><strong>\u00a0The data should be:<\/strong><\/span><\/p>\n<ol>\n<li><strong>R<\/strong><strong>elevant<\/strong>: In context to the process or system we are trying to improve<\/li>\n<li><strong>R<\/strong><strong>eliable:<\/strong>\u00a0When one talks about the collection, recording and accuracy<\/li>\n<li><strong>R<\/strong><strong>epresentative:<\/strong>\u00a0A clear and crisp representation of the situation that the researcher is examining or trying t improve<\/li>\n<li><strong>R<\/strong><strong>eadable:<\/strong>\u00a0It means it should be clear, understandable and usable<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>Whatever be the industry or the nature of the business, different quality management tools and programs that range from lean, six sigma, Kaizen, ISO. They have something universally common and that is their dependency on data. That is their fundamental dependency. Even though the approaches and the techniques, time span and other details of these [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[4],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>How to Speak and Act with Data - Dissertation Canada<\/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.dissertationcanada.com\/blog\/how-to-speak-and-act-with-data\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How to Speak and Act with Data - Dissertation Canada\" \/>\n<meta property=\"og:description\" content=\"Whatever be the industry or the nature of the business, different quality management tools and programs that range from lean, six sigma, Kaizen, ISO. They have something universally common and that is their dependency on data. That is their fundamental dependency. Even though the approaches and the techniques, time span and other details of these [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.dissertationcanada.com\/blog\/how-to-speak-and-act-with-data\/\" \/>\n<meta property=\"og:site_name\" content=\"Dissertation Canada\" \/>\n<meta property=\"article:published_time\" content=\"2014-10-06T07:03:22+00:00\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.dissertationcanada.com\/blog\/how-to-speak-and-act-with-data\/\",\"url\":\"https:\/\/www.dissertationcanada.com\/blog\/how-to-speak-and-act-with-data\/\",\"name\":\"How to Speak and Act with Data - Dissertation Canada\",\"isPartOf\":{\"@id\":\"https:\/\/www.dissertationcanada.com\/blog\/#website\"},\"datePublished\":\"2014-10-06T07:03:22+00:00\",\"dateModified\":\"2014-10-06T07:03:22+00:00\",\"author\":{\"@id\":\"https:\/\/www.dissertationcanada.com\/blog\/#\/schema\/person\/be7eef8e524215c34702a6406667f08f\"},\"breadcrumb\":{\"@id\":\"https:\/\/www.dissertationcanada.com\/blog\/how-to-speak-and-act-with-data\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.dissertationcanada.com\/blog\/how-to-speak-and-act-with-data\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.dissertationcanada.com\/blog\/how-to-speak-and-act-with-data\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.dissertationcanada.com\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"How to Speak and Act with Data\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.dissertationcanada.com\/blog\/#website\",\"url\":\"https:\/\/www.dissertationcanada.com\/blog\/\",\"name\":\"Dissertation Canada\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.dissertationcanada.com\/blog\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.dissertationcanada.com\/blog\/#\/schema\/person\/be7eef8e524215c34702a6406667f08f\",\"name\":\"admin\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.dissertationcanada.com\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/b3a29821b662a95bc1ac009cbf381ce6?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/b3a29821b662a95bc1ac009cbf381ce6?s=96&d=mm&r=g\",\"caption\":\"admin\"},\"url\":\"https:\/\/www.dissertationcanada.com\/blog\/author\/fox\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"How to Speak and Act with Data - Dissertation Canada","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.dissertationcanada.com\/blog\/how-to-speak-and-act-with-data\/","og_locale":"en_US","og_type":"article","og_title":"How to Speak and Act with Data - Dissertation Canada","og_description":"Whatever be the industry or the nature of the business, different quality management tools and programs that range from lean, six sigma, Kaizen, ISO. They have something universally common and that is their dependency on data. That is their fundamental dependency. Even though the approaches and the techniques, time span and other details of these [&hellip;]","og_url":"https:\/\/www.dissertationcanada.com\/blog\/how-to-speak-and-act-with-data\/","og_site_name":"Dissertation Canada","article_published_time":"2014-10-06T07:03:22+00:00","author":"admin","twitter_card":"summary_large_image","twitter_misc":{"Written by":"admin","Est. reading time":"2 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.dissertationcanada.com\/blog\/how-to-speak-and-act-with-data\/","url":"https:\/\/www.dissertationcanada.com\/blog\/how-to-speak-and-act-with-data\/","name":"How to Speak and Act with Data - Dissertation Canada","isPartOf":{"@id":"https:\/\/www.dissertationcanada.com\/blog\/#website"},"datePublished":"2014-10-06T07:03:22+00:00","dateModified":"2014-10-06T07:03:22+00:00","author":{"@id":"https:\/\/www.dissertationcanada.com\/blog\/#\/schema\/person\/be7eef8e524215c34702a6406667f08f"},"breadcrumb":{"@id":"https:\/\/www.dissertationcanada.com\/blog\/how-to-speak-and-act-with-data\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.dissertationcanada.com\/blog\/how-to-speak-and-act-with-data\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.dissertationcanada.com\/blog\/how-to-speak-and-act-with-data\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.dissertationcanada.com\/blog\/"},{"@type":"ListItem","position":2,"name":"How to Speak and Act with Data"}]},{"@type":"WebSite","@id":"https:\/\/www.dissertationcanada.com\/blog\/#website","url":"https:\/\/www.dissertationcanada.com\/blog\/","name":"Dissertation Canada","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.dissertationcanada.com\/blog\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/www.dissertationcanada.com\/blog\/#\/schema\/person\/be7eef8e524215c34702a6406667f08f","name":"admin","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.dissertationcanada.com\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/b3a29821b662a95bc1ac009cbf381ce6?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/b3a29821b662a95bc1ac009cbf381ce6?s=96&d=mm&r=g","caption":"admin"},"url":"https:\/\/www.dissertationcanada.com\/blog\/author\/fox\/"}]}},"_links":{"self":[{"href":"https:\/\/www.dissertationcanada.com\/blog\/wp-json\/wp\/v2\/posts\/135"}],"collection":[{"href":"https:\/\/www.dissertationcanada.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.dissertationcanada.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.dissertationcanada.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.dissertationcanada.com\/blog\/wp-json\/wp\/v2\/comments?post=135"}],"version-history":[{"count":1,"href":"https:\/\/www.dissertationcanada.com\/blog\/wp-json\/wp\/v2\/posts\/135\/revisions"}],"predecessor-version":[{"id":136,"href":"https:\/\/www.dissertationcanada.com\/blog\/wp-json\/wp\/v2\/posts\/135\/revisions\/136"}],"wp:attachment":[{"href":"https:\/\/www.dissertationcanada.com\/blog\/wp-json\/wp\/v2\/media?parent=135"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.dissertationcanada.com\/blog\/wp-json\/wp\/v2\/categories?post=135"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.dissertationcanada.com\/blog\/wp-json\/wp\/v2\/tags?post=135"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}