  {"id":2775,"date":"2015-11-22T23:04:59","date_gmt":"2015-11-23T04:04:59","guid":{"rendered":"https:\/\/digital.hbs.edu\/platform-digit\/submission\/is-there-a-correlation-between-data-analysis-and-hubris\/"},"modified":"2015-11-23T16:52:46","modified_gmt":"2015-11-23T21:52:46","slug":"is-there-a-correlation-between-data-analysis-and-hubris","status":"publish","type":"hck-submission","link":"https:\/\/d3.harvard.edu\/platform-digit\/submission\/is-there-a-correlation-between-data-analysis-and-hubris\/","title":{"rendered":"Is There a Correlation Between Data Analysis and Hubris?"},"content":{"rendered":"<p>Two long-standing witticisms help set the stage for just how averse the film industry is to new ideas. The first goes like this:<\/p>\n<p>\u201cNot one person in the entire motion picture field knows for a certainty what\u2019s going to work. Every time out it\u2019s a guess, and if you\u2019re lucky, an educated one.\u201d \u2013 William Goldman<\/p>\n<p>And the second:<\/p>\n<p>What\u2019s a great way to make a small fortune?<\/p>\n<p>Start with a big fortune and invest it in the film industry.<\/p>\n<p>Since the advent of the Hollywood studios in the early 20<sup>th<\/sup> century, reliably predicting and investing in box office successes has proven to be a fool\u2019s errand. Any number of sure-fire strategies, equations, and harebrained ideas has been attempted, often with the backing of a new-to-the-scene entrepreneur with the charisma and marketing abilities to convince financial backers that he or she has finally cracked the enigmatic film industry. Invest now and profits are sure to follow.<\/p>\n<p>Enter Ryan Kavanaugh, the young, brash founder of Relativity Media who often made that very claim \u2013 he had cracked the Hollywood code using incredibly detailed quantitative analysis that helped his company determine exactly which films to produce or help finance in order to achieve sustainable profitability. Kavanaugh enthusiastically stated that Relativity\u2019s goal was to \u201ctake advantage of and help fix inefficiencies in the market. Media businesses in general are built on protocols that, in some cases, were established 100 years ago. The entire film business is still run around theatrical, yet theatrical is only 20 to 25 percent of the pie. While there\u2019s a big correlation, box office certainly isn\u2019t the judge of profitability. I\u2019ve looked at the film business today, and I\u2019d like to think that we\u2019ve helped make it a more profitable business\u2014for us and a lot of other people. \u201d<\/p>\n<p>Relativity Media\u2019s fundamental claim is that it understands the reams of data pouring out of the film industry better than anyone else in town. When deciding whether to back a film, the company uses a series of regression analyses pulled from the box-office and other performance metrics generated by every single film released during the previous 10 years. The company slices the data for as many variables as it possibly can in order to divine which variables actually imply correlation with a film\u2019s overall profitability. It then uses this information in determining which films the company should produce, with the aim of generating industry leading returns on invested capital due to film out performance.<\/p>\n<p>And, at first at least, it appeared that Kavanaugh may have been on to something. Early investments in <em>Talladega Nights<\/em>, <em>Immortals<\/em> and others seemed to support Relativity\u2019s unique ability to pick lower-budget films capable of minting box office gold. But ultimately those successes proved to be the exception and not the rule. \u00a0According to Forbes magazine none of Relativity\u2019s films had <a href=\"http:\/\/www.forbes.com\/sites\/zackomalleygreenburg\/2015\/07\/30\/ryan-kavanaughs-relativity-media-files-for-bankruptcy\/2\/\">earned even $70 million at the worldwide box office<\/a>, a pittance in today\u2019s box office and likely well below what it cost to make and market most of the films, leaving Relativity with substantial losses. Given this string of flops, the company was forced to declare Chapter 11 bankruptcy this past July after the company failed to repay ~$320 million in debt that had come due and tens of millions in bills from vendors. Kavanaugh has recently announced plans to purchase Relativity out of bankruptcy and resurrect the company\u2019s business model but he has a long way to go before proving that data analytics can be used to predict box office successes. While many continue to believe that movie business remains overly reliant on antiquated norms and \u201cgut instinct\u201d, at least in this instance it appears that data analysis was more useful in luring in investors than it was at picking box office winners.<\/p>\n<p>&nbsp;<\/p>\n<p>http:\/\/deadline.com\/2015\/10\/relativity-media-bankruptcy-case-explain-1201570811\/<\/p>\n<p>http:\/\/variety.com\/2015\/biz\/finance\/relativity-media-reorganization-plan-1201644175\/<\/p>\n<p>http:\/\/www.bloomberg.com\/news\/articles\/2015-07-31\/would-be-hollywood-mogul-backed-by-burkle-and-mnuchin-bombed-out<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>The fall of Ryan Kavanaugh and Relativity Media.<\/p>\n","protected":false},"author":33,"featured_media":0,"comment_status":"open","ping_status":"closed","template":"","categories":[776,648,161,644,320,1013],"class_list":["post-2775","hck-submission","type-hck-submission","status-publish","hentry","category-data-analytics","category-entertainment","category-investing","category-media","category-movies","category-wall-street"],"connected_submission_link":"https:\/\/d3.harvard.edu\/platform-digit\/assignment\/data-driven-value-creation-value-capture-and-operating-models\/","yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Is There a Correlation Between Data Analysis and Hubris? - Digital Innovation and Transformation<\/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:\/\/d3.harvard.edu\/platform-digit\/submission\/is-there-a-correlation-between-data-analysis-and-hubris\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Is There a Correlation Between Data Analysis and Hubris? - Digital Innovation and Transformation\" \/>\n<meta property=\"og:description\" content=\"The fall of Ryan Kavanaugh and Relativity Media.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/d3.harvard.edu\/platform-digit\/submission\/is-there-a-correlation-between-data-analysis-and-hubris\/\" \/>\n<meta property=\"og:site_name\" content=\"Digital Innovation and Transformation\" \/>\n<meta property=\"article:modified_time\" content=\"2015-11-23T21:52:46+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/d3.harvard.edu\\\/platform-digit\\\/submission\\\/is-there-a-correlation-between-data-analysis-and-hubris\\\/\",\"url\":\"https:\\\/\\\/d3.harvard.edu\\\/platform-digit\\\/submission\\\/is-there-a-correlation-between-data-analysis-and-hubris\\\/\",\"name\":\"Is There a Correlation Between Data Analysis and Hubris? - Digital Innovation and Transformation\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/d3.harvard.edu\\\/platform-digit\\\/#website\"},\"datePublished\":\"2015-11-23T04:04:59+00:00\",\"dateModified\":\"2015-11-23T21:52:46+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/d3.harvard.edu\\\/platform-digit\\\/submission\\\/is-there-a-correlation-between-data-analysis-and-hubris\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/d3.harvard.edu\\\/platform-digit\\\/submission\\\/is-there-a-correlation-between-data-analysis-and-hubris\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/d3.harvard.edu\\\/platform-digit\\\/submission\\\/is-there-a-correlation-between-data-analysis-and-hubris\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/d3.harvard.edu\\\/platform-digit\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Submissions\",\"item\":\"https:\\\/\\\/d3.harvard.edu\\\/platform-digit\\\/submission\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Is There a Correlation Between Data Analysis and Hubris?\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/d3.harvard.edu\\\/platform-digit\\\/#website\",\"url\":\"https:\\\/\\\/d3.harvard.edu\\\/platform-digit\\\/\",\"name\":\"Digital Innovation and Transformation\",\"description\":\"MBA Student Perspectives\",\"potentialAction\":[{\"@type\":\"性视界Action\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/d3.harvard.edu\\\/platform-digit\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Is There a Correlation Between Data Analysis and Hubris? - Digital Innovation and Transformation","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:\/\/d3.harvard.edu\/platform-digit\/submission\/is-there-a-correlation-between-data-analysis-and-hubris\/","og_locale":"en_US","og_type":"article","og_title":"Is There a Correlation Between Data Analysis and Hubris? - Digital Innovation and Transformation","og_description":"The fall of Ryan Kavanaugh and Relativity Media.","og_url":"https:\/\/d3.harvard.edu\/platform-digit\/submission\/is-there-a-correlation-between-data-analysis-and-hubris\/","og_site_name":"Digital Innovation and Transformation","article_modified_time":"2015-11-23T21:52:46+00:00","twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/d3.harvard.edu\/platform-digit\/submission\/is-there-a-correlation-between-data-analysis-and-hubris\/","url":"https:\/\/d3.harvard.edu\/platform-digit\/submission\/is-there-a-correlation-between-data-analysis-and-hubris\/","name":"Is There a Correlation Between Data Analysis and Hubris? - Digital Innovation and Transformation","isPartOf":{"@id":"https:\/\/d3.harvard.edu\/platform-digit\/#website"},"datePublished":"2015-11-23T04:04:59+00:00","dateModified":"2015-11-23T21:52:46+00:00","breadcrumb":{"@id":"https:\/\/d3.harvard.edu\/platform-digit\/submission\/is-there-a-correlation-between-data-analysis-and-hubris\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/d3.harvard.edu\/platform-digit\/submission\/is-there-a-correlation-between-data-analysis-and-hubris\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/d3.harvard.edu\/platform-digit\/submission\/is-there-a-correlation-between-data-analysis-and-hubris\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/d3.harvard.edu\/platform-digit\/"},{"@type":"ListItem","position":2,"name":"Submissions","item":"https:\/\/d3.harvard.edu\/platform-digit\/submission\/"},{"@type":"ListItem","position":3,"name":"Is There a Correlation Between Data Analysis and Hubris?"}]},{"@type":"WebSite","@id":"https:\/\/d3.harvard.edu\/platform-digit\/#website","url":"https:\/\/d3.harvard.edu\/platform-digit\/","name":"Digital Innovation and Transformation","description":"MBA Student Perspectives","potentialAction":[{"@type":"性视界Action","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/d3.harvard.edu\/platform-digit\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"}]}},"_links":{"self":[{"href":"https:\/\/d3.harvard.edu\/platform-digit\/wp-json\/wp\/v2\/hck-submission\/2775","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/d3.harvard.edu\/platform-digit\/wp-json\/wp\/v2\/hck-submission"}],"about":[{"href":"https:\/\/d3.harvard.edu\/platform-digit\/wp-json\/wp\/v2\/types\/hck-submission"}],"author":[{"embeddable":true,"href":"https:\/\/d3.harvard.edu\/platform-digit\/wp-json\/wp\/v2\/users\/33"}],"replies":[{"embeddable":true,"href":"https:\/\/d3.harvard.edu\/platform-digit\/wp-json\/wp\/v2\/comments?post=2775"}],"version-history":[{"count":0,"href":"https:\/\/d3.harvard.edu\/platform-digit\/wp-json\/wp\/v2\/hck-submission\/2775\/revisions"}],"wp:attachment":[{"href":"https:\/\/d3.harvard.edu\/platform-digit\/wp-json\/wp\/v2\/media?parent=2775"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/d3.harvard.edu\/platform-digit\/wp-json\/wp\/v2\/categories?post=2775"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}