{"id":1473,"date":"2013-08-20T11:25:34","date_gmt":"2013-08-20T15:25:34","guid":{"rendered":"https:\/\/www.customedialabs.com\/blog\/?p=1473"},"modified":"2018-02-27T13:10:48","modified_gmt":"2018-02-27T18:10:48","slug":"the-irony-of-big-data","status":"publish","type":"post","link":"https:\/\/www.customedialabs.com\/blog\/the-irony-of-big-data\/","title":{"rendered":"The Irony of Big Data"},"content":{"rendered":"<p>In today\u2019s digital marketing environment, big data is big business. Spend any time in the marketing blogosphere or reading the trade pubs this month and, chances are, you will see a piece on big data and how, if harnessed, it can change your business for the better.<\/p>\n<p>The marketing landscape is in continuous flux, one of the few constants being the increasing number of marketing touch points through which a company can interact with a customer &#8211; the more touch points, the more data.\u00a0The effort for companies to consolidate, organize and translate big data continues to be an immense undertaking, but to what end?<\/p>\n<p><strong class=\"ui-sortable-handle\">MORE OR LESS DATA<\/strong>: Generating enormous amounts of data may, on the surface, seem impressive. However, data by itself is just data.\u00a0 Certainly there are <em class=\"ui-sortable-handle\">metrics<\/em> within the collected data that are important to your business, but those need to be established and visualized.\u00a0 A \u201cdashboard\u201d of <em class=\"ui-sortable-handle\">ALL<\/em> data, is most likely NOT needed. Therefore <em class=\"ui-sortable-handle\">more<\/em> is the not the answer<em class=\"ui-sortable-handle\">; <\/em>the <em class=\"ui-sortable-handle\">right <\/em>data is.\u00a0 Even then, metrics and analytics are not good enough &#8212; <em class=\"ui-sortable-handle\">insights <\/em>need to be generated in order to effect change.\u00a0 Change (or action), is really the key in the end.\u00a0 No amount of data, metrics, or insights will impact marketing or sales efforts without the ability to execute specific <em class=\"ui-sortable-handle\">actions<\/em> as a result. This is the most important, and unfortunately, the most elusive step. \u00a0Also, it\u2019s essential to consider that within big data, there is always a mix of\u2026<\/p>\n<p><strong class=\"ui-sortable-handle\">USEFUL AND USELESS DATA<\/strong>: As pointed out, more data doesn\u2019t <em class=\"ui-sortable-handle\">always <\/em>mean useful data. Key performance indicators vary by the brand, products or service offerings being promoted. So if 90% of the data collected doesn\u2019t relate to your brand or service goals, a great deal of resources are wasted in collecting and sifting through it to find the 10% that truly indicates your level of success.\u00a0 Timeliness of data <em class=\"ui-sortable-handle\">use<\/em> is also important.<ins class=\"ui-sortable-handle\" cite=\"mailto:CML_Conference\" datetime=\"2013-06-17T10:43\"> <\/ins>Analyzing old activity may give you ideas on how to capitalize, but the opportunity to capitalize has a time limit. Not capitalizing on data in a timely fashion may lead to\u2026<\/p>\n<p><strong class=\"ui-sortable-handle\">DATA GONE BAD<\/strong>: Considering the pace of the market these days, a lot of data has a limited shelf life. If data is extracted and analyzed on a minute-to-minute basis, marketing campaigns and other stakeholder disciplines can use the information to make adjustments<br \/>\nwhere needed. Interestingly, however, business disciplines are seldom set-up to be agile enough to take advantage.\u00a0 For example, if a specific tactic or channel is clearly not working for your brand, do you have the ability to kill it, and apply the recouped funds somewhere else?\u00a0 Contractually perhaps you do,\u00a0but have you ever actually done this \u201cmid-campaign?\u201d\u00a0 The processes employed to produce marketing and sales campaigns require significant amounts of time for development, review and approval, resulting in a lag time for course corrections, so, the immediate usefulness of the data disappears. Now, assuming the most useful data has been collected and explored in a timely manner it can<br \/>\nstill only inform you \u00a0that . . .<\/p>\n<p><strong class=\"ui-sortable-handle\">IT HAPPENED, BUT WHAT DOES THAT MEAN?<\/strong> : If data is organized and analyzed, perhaps it can tell you <em class=\"ui-sortable-handle\">what<\/em> has happened at an aggregate level, but may not be so enlightening in terms of <em class=\"ui-sortable-handle\">why <\/em>individuals did what they did.\u00a0 For example, knowing the\u00a0percentage of people who opened a certain email or the amount of times a website was visited might be helpful to a degree, but it doesn\u2019t provide insight into <em class=\"ui-sortable-handle\">why<\/em> individuals\u00a0took this action\u00a0or <em class=\"ui-sortable-handle\">how <\/em>to make adjustments in the future at the individual customer level.\u00a0 To make the most out of it, it\u2019s crucial to put the . . .<\/p>\n<p><strong class=\"ui-sortable-handle\">DATA IN THE RIGHT HANDS<\/strong>: Often, big data is organized and displayed on impressive dashboards for sales executives and managers to analyze and, subsequently, make macro level decisions. This may be effective for\u00a0some corporations; for businesses with a high degree of salesperson\/customer interaction, however,\u00a0it is the salesperson or account person that has the greatest knowledge of customer needs and interests. <strong class=\"ui-sortable-handle\">The key to unlocking the potential of data is turning it into action and data is most actionable in the hands of those who actually close new business with it.<\/strong><\/p>\n<p>For the level of investment at some companies, there appears to be a general lack of recognition of the limited amount of meaningful intelligence being realized from &#8220;big data.&#8221;\u00a0 Collecting and analyzing data can be a huge advantage to companies, but turning data-into-insight and insight-into action is the way to unlocking the true potential of this often oversimplified resource.<\/p>\n<p>The bottom line, ironically, is that big data is only as useful as its ability to affect\u2026well, the bottom line\u2026typically in the form of new business.<\/p>\n<p>Stay tuned for Part 2 which will address the value of individual data vs. aggregate data.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>In today\u2019s digital marketing environment, big data is big business. Spend any time in the marketing blogosphere or reading the trade pubs this month and, chances are, you will see a piece on big data and how, if harnessed, it can change your business for the better. The marketing landscape is in continuous flux, one [&#8230;]<\/p>\n","protected":false},"author":1,"featured_media":1476,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[183],"tags":[221],"_links":{"self":[{"href":"https:\/\/www.customedialabs.com\/blog\/wp-json\/wp\/v2\/posts\/1473"}],"collection":[{"href":"https:\/\/www.customedialabs.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.customedialabs.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.customedialabs.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.customedialabs.com\/blog\/wp-json\/wp\/v2\/comments?post=1473"}],"version-history":[{"count":20,"href":"https:\/\/www.customedialabs.com\/blog\/wp-json\/wp\/v2\/posts\/1473\/revisions"}],"predecessor-version":[{"id":3709,"href":"https:\/\/www.customedialabs.com\/blog\/wp-json\/wp\/v2\/posts\/1473\/revisions\/3709"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.customedialabs.com\/blog\/wp-json\/wp\/v2\/media\/1476"}],"wp:attachment":[{"href":"https:\/\/www.customedialabs.com\/blog\/wp-json\/wp\/v2\/media?parent=1473"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.customedialabs.com\/blog\/wp-json\/wp\/v2\/categories?post=1473"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.customedialabs.com\/blog\/wp-json\/wp\/v2\/tags?post=1473"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}