{"id":17432,"date":"2023-09-23T11:00:24","date_gmt":"2023-09-23T09:00:24","guid":{"rendered":"https:\/\/www.centralmarketingintelligence.it\/statistical-sample-used-in-market-research-heres-why-it-is-now-obsolete\/"},"modified":"2023-09-23T11:00:24","modified_gmt":"2023-09-23T09:00:24","slug":"statistical-sample-used-in-market-research-heres-why-it-is-now-obsolete","status":"publish","type":"post","link":"https:\/\/www.centralmarketingintelligence.it\/en\/statistical-sample-used-in-market-research-heres-why-it-is-now-obsolete\/","title":{"rendered":"Statistical sample used in market research: here&#8217;s why it is now obsolete"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\"><strong>Using a statistical sample for market research can mislead companies.<\/strong><\/h2>\n\n\n\n<p>As you may know, traditional <a href=\"https:\/\/www.centralmarketingintelligence.it\/en\/online-market-research-this-is-the-cmi-method-of-analysis\/\">market research<\/a> is conducted by <strong>questioning a statistical sample<\/strong>. The types of sampling are usually probabilistic and non-probabilistic: in the former it is possible to identify the margin of error, in the latter not.<\/p>\n\n\n\n<p>Surely you would be forgiven for thinking that the statistical sample used in <a href=\"https:\/\/www.centralmarketingintelligence.it\/en\/online-market-research-this-is-the-cmi-method-of-analysis\/\">market research<\/a> that is most valuable for a company&#8217;s decision-making is the probabilistic one&#8230; Yet we have a surprise for you:<strong> both types can lead a company astray<\/strong>, for several reasons.<\/p>\n\n\n\n<p>It is no accident that <strong>we chose not to use a statistical sample during our <a href=\"https:\/\/www.centralmarketingintelligence.it\/en\/online-market-research-this-is-the-cmi-method-of-analysis\/\">market research<\/a><\/strong>.<\/p>\n\n\n\n<p>But then how do we conduct them?<\/p>\n\n\n\n<p>Slowly, slowly, one step at a time&#8230; First we start with the problems induced by sampling, then we will move on to explaining our method to you!<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Why shouldn&#8217;t a statistical sample be used during market research?<\/h3>\n\n\n\n<p>Let us analyze the definition of statistical sample. <strong>Having established a population of units<\/strong>, the statistical sample represents<strong> the opinion of a multitude of people<\/strong>.<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"680\" height=\"461\" src=\"https:\/\/www.centralmarketingintelligence.it\/wp-content\/uploads\/2020\/11\/errori-di-campionamento-nelle-ricerche-di-mercato.jpg\" alt=\"sampling errors in market research\" class=\"wp-image-12740\" srcset=\"https:\/\/www.centralmarketingintelligence.it\/wp-content\/uploads\/2020\/11\/errori-di-campionamento-nelle-ricerche-di-mercato.jpg 680w, https:\/\/www.centralmarketingintelligence.it\/wp-content\/uploads\/2020\/11\/errori-di-campionamento-nelle-ricerche-di-mercato-370x251.jpg 370w\" sizes=\"auto, (max-width: 680px) 100vw, 680px\" \/><\/figure><\/div>\n\n\n\n<p>We start by identifying a target audience related to numerous individuals who present something in common with each other and then analyze their opinions through interviews, questionnaires, surveys and more.<\/p>\n\n\n\n<p>The <strong>problem with the statistical sample<\/strong> lies both in its definition and in the methods used to obtain the opinions of the people considered.<\/p>\n\n\n\n<p>In fact, analyzing a sample means analyzing a part-often a very limited part-of the target audience. Moreover, interviews and surveys do not allow for unbiased and uncorrupted results, as they should be.<\/p>\n\n\n\n<p>Are you wondering how come?<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Big Data Online vs. sondaggi e interviste per studiare il mercato\" width=\"1020\" height=\"574\" src=\"https:\/\/www.youtube.com\/embed\/JdlooC50SZI?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<p>First, because <strong>sample responses can be influenced by numerous factors <\/strong>(the way the questions themselves are phrased, pre-formulated answers in the case of multiple-choice questionnaires, and more)&#8230; Second, because the questions are asked in a straightforward manner.<\/p>\n\n\n\n<p>The people in the sample are only allowed to answer the questions they are asked.<\/p>\n\n\n\n<p>They may therefore answer roughly and choose not to give an answer to some questions, choosing a random one when they cannot make up their minds.<\/p>\n\n\n\n<p>Last (but not least) consideration:<strong> sampling errors<\/strong> undermine the entire market research outcome.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\"><p><strong>Read also: <\/strong><em>\n  <a href=\"https:\/\/www.centralmarketingintelligence.it\/en\/statistical-sample-for-market-research-heres-when-its-valid-and-when-its-not\/\">Statistical sample for market research: here&#8217;s when it&#8217;s valid and when it&#8217;s not.<\/a>\n<\/em><\/p><\/blockquote>\n\n\n\n<h3 class=\"wp-block-heading\">What are sampling errors and why do they undermine the success of market surveys?<\/h3>\n\n\n\n<p>Imagine you have to bake a cake and follow a recipe to the letter, a procedure you copied from your mother&#8217;s recipe book.<\/p>\n\n\n\n<p>300 grams of flour, 3 eggs, 100 ml of milk, lemon zest and juice, baking powder, mix well and then bake at 180\u00b0 for 40 minutes.<\/p>\n\n\n\n<p>You take out the cake and notice that it is inedible. How is this possible? You had followed every step perfectly!<\/p>\n\n\n\n<p>You call your mother for an explanation and find that you have mistranscribed the quantities of one of the ingredients.<\/p>\n\n\n\n<p>With such a <strong>basic error<\/strong>, the end result will certainly not be perfect, quite the contrary.<\/p>\n\n\n\n<p>Similarly, <strong>sampling error<\/strong>, when the statistical sample is used in <a href=\"https:\/\/www.centralmarketingintelligence.it\/en\/online-market-research-this-is-the-cmi-method-of-analysis\/\">market research<\/a>, compromises all stages of the survey.<\/p>\n\n\n\n<p>The cause of sampling errors may be random variation or flawed selection:<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>Random variation<\/strong> is due to factors that cause an unexpected event, an event that we cannot counteract. For example, we have two drugs that are equally effective for a given condition (both have 60% efficacy in treatment). We want to conduct a study that goes to confirm the equal effectiveness of the drugs&#8230; Yet, taken in a small statistical sample, it seems that for that small group of people one of the two drugs is more effective than another. This error can be attributed to random variation.<\/li><li><strong>Flawed selection <\/strong>occurs when the choice of people who constitute the statistical sample is not carried out randomly. In such a case, it may happen that the analyst himself chooses people subjectively, compromising the entire market research result.<\/li><\/ul>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"680\" height=\"449\" src=\"https:\/\/www.centralmarketingintelligence.it\/wp-content\/uploads\/2020\/11\/problemi-di-utilizzo-campione-statistico-nelle-ricerche-di-mercato.jpg\" alt=\"Problems of using statistical sample in market research\" class=\"wp-image-12742\" srcset=\"https:\/\/www.centralmarketingintelligence.it\/wp-content\/uploads\/2020\/11\/problemi-di-utilizzo-campione-statistico-nelle-ricerche-di-mercato.jpg 680w, https:\/\/www.centralmarketingintelligence.it\/wp-content\/uploads\/2020\/11\/problemi-di-utilizzo-campione-statistico-nelle-ricerche-di-mercato-380x251.jpg 380w\" sizes=\"auto, (max-width: 680px) 100vw, 680px\" \/><\/figure><\/div>\n\n\n\n<p>In short, the main problem with statistical sample <a href=\"https:\/\/www.centralmarketingintelligence.it\/en\/online-market-research-this-is-the-cmi-method-of-analysis\/\">market surveys<\/a> lies in the fact that they do not allow us to obtain irrefutable reports.<\/p>\n\n\n\n<p>Considering that we have to deliver these reports to companies so that they can make <strong>important marketing decisions<\/strong>, we cannot afford to present fallacious <a href=\"https:\/\/www.centralmarketingintelligence.it\/en\/online-market-research-this-is-the-cmi-method-of-analysis\/\">market research&#8211;our<\/a> reputation would be at stake, but so would the reputation of our client companies!<\/p>\n\n\n\n<p>Therefore, we decided to adopt a method markedly different from using a statistical sample. This method is called<strong> web listening <\/strong>and allows us to obtain unbiased and error-free <a href=\"https:\/\/www.centralmarketingintelligence.it\/en\/online-market-research-this-is-the-cmi-method-of-analysis\/\">market research<\/a>.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">What does web listening consist of and why does it provide extremely more accurate results than statistical sampling?<\/h3>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/www.centralmarketingintelligence.it\/report-marketing-intelligence\/?utm_source=centralmarketingintelligence&amp;utm_medium=banner&amp;utm_campaign=Landing_Report&amp;utm_content=Banner_articoliCMI_Report_sovrapposti \"><img loading=\"lazy\" decoding=\"async\" width=\"1584\" height=\"296\" src=\"https:\/\/www.centralmarketingintelligence.it\/wp-content\/uploads\/2020\/10\/banner-report-social-listening.jpg\" alt=\"Inizia Subito con l'Ascolto della Rete nel tuo settore con i Nostri Report Social Listening\" class=\"wp-image-14955\" srcset=\"https:\/\/www.centralmarketingintelligence.it\/wp-content\/uploads\/2020\/10\/banner-report-social-listening.jpg 1584w, https:\/\/www.centralmarketingintelligence.it\/wp-content\/uploads\/2020\/10\/banner-report-social-listening-480x90.jpg 480w, https:\/\/www.centralmarketingintelligence.it\/wp-content\/uploads\/2020\/10\/banner-report-social-listening-768x144.jpg 768w, https:\/\/www.centralmarketingintelligence.it\/wp-content\/uploads\/2020\/10\/banner-report-social-listening-1536x287.jpg 1536w\" sizes=\"auto, (max-width: 1584px) 100vw, 1584px\" \/><\/a><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>Web listening literally means network listening. The <a href=\"https:\/\/www.centralmarketingintelligence.it\/en\/\">CMI<\/a> method involves<strong>eavesdropping<\/strong> on what people say online, <strong>hundreds of thousands of people<\/strong>, with the goal of solving our clients&#8217; marketing and business problems.<\/p>\n\n\n\n<p>But how do we listen? The net mica speaks!<\/p>\n\n\n\n<p>And yes, it does talk.  <\/p>\n\n\n\n<p>Your target customers write opinions, compare themselves, make choices, express preferences&#8211;while your competitors adopt strategies and communicate with their customers.<\/p>\n\n\n\n<p>Listening to the network means <strong>using powerful software to intercept millions of pieces of information<\/strong> related to your market in order to <a href=\"https:\/\/www.centralmarketingintelligence.it\/en\/research-and-surveys-the-necessary-questions-to-get-to-the-right-answers\/\">answer questions<\/a> about your customers, your target market itself, your brand, and your competitors.<\/p>\n\n\n\n<p>We interrogate software through specific algorithms that allow us to intercept the right information for each individual market research.  <\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\"><p><strong>Read also:<\/strong> <em>\n  <a href=\"https:\/\/www.centralmarketingintelligence.it\/en\/quantitative-and-qualitative-market-research-all-the-differences-between-the-two-different-approaches\/\">Quantitative and qualitative market research: all the differences between the two different approaches<\/a>\n<\/em><\/p><\/blockquote>\n\n\n\n<p><strong>Analysis of Big data online<\/strong>, that is, a large, very large amount of data, is <strong>far superior to analysis of a <a href=\"https:\/\/www.centralmarketingintelligence.it\/en\/statistical-sample-for-market-research-heres-when-its-valid-and-when-its-not\/#Definizione_di_campione_statistico\">statistical sample<\/a><\/strong>.<\/p>\n\n\n\n<p>With this method we can listen to what hundreds of thousands of people are saying and analyze every piece of data in a very short time, resulting in <strong>accurate reports that are really useful for your business<\/strong>.<\/p>\n\n\n\n<p>Also remember: those who speak without knowing they are being heard are much more sincere and less filtered than those who speak under questioning!<\/p>\n\n\n\n<p>If you need market research that will enable you to make successful decisions for your business, we recommend that you drop the sampling and <strong>\n  <a href=\"https:\/\/www.centralmarketingintelligence.it\/contattaci\/\">contact us<\/a>\n<\/strong>: we are very curious about what we can do for you based on your particular needs!<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/ricerche.centralmarketingintelligence.it\/?utm_source=centralmarketingintelligence&amp;utm_medium=banner&amp;utm_campaign=Landing_Ricerche&amp;utm_content=Banner_articoliCMI_Consulenza_foto\"><img loading=\"lazy\" decoding=\"async\" width=\"1584\" height=\"296\" src=\"https:\/\/www.centralmarketingintelligence.it\/wp-content\/uploads\/2021\/01\/richiedi-consulenza-ricerca-mercato-big-data.jpg\" alt=\"Learn about market research from online big data - request free consultation\" class=\"wp-image-13328\" srcset=\"https:\/\/www.centralmarketingintelligence.it\/wp-content\/uploads\/2021\/01\/richiedi-consulenza-ricerca-mercato-big-data.jpg 1584w, https:\/\/www.centralmarketingintelligence.it\/wp-content\/uploads\/2021\/01\/richiedi-consulenza-ricerca-mercato-big-data-480x90.jpg 480w, https:\/\/www.centralmarketingintelligence.it\/wp-content\/uploads\/2021\/01\/richiedi-consulenza-ricerca-mercato-big-data-768x144.jpg 768w, https:\/\/www.centralmarketingintelligence.it\/wp-content\/uploads\/2021\/01\/richiedi-consulenza-ricerca-mercato-big-data-1536x287.jpg 1536w\" sizes=\"auto, (max-width: 1584px) 100vw, 1584px\" \/><\/a><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Using a statistical sample for market research can mislead companies. As you may know, traditional market research is conducted by questioning a statistical sample. The types of sampling are usually probabilistic and non-probabilistic: in the former it is possible to identify the margin of error, in the latter not. Surely you would be forgiven for&nbsp;[Leggi tutto]\n","protected":false},"author":6,"featured_media":17433,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[111],"tags":[],"class_list":["post-17432","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-market-research"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Statistical sample used in market research | CMI<\/title>\n<meta name=\"description\" content=\"The statistical sample used in market research can mislead companies &gt;&gt;Find out why and which method is best!\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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