{"id":2223,"date":"2017-07-10T05:23:44","date_gmt":"2017-07-10T12:23:44","guid":{"rendered":"http:\/\/www.artsjournal.com\/worth\/?p=2223"},"modified":"2017-07-10T05:23:44","modified_gmt":"2017-07-10T12:23:44","slug":"the-problem-with-ranking-cities-cultural-vibrancy","status":"publish","type":"post","link":"https:\/\/www.artsjournal.com\/worth\/2017\/07\/the-problem-with-ranking-cities-cultural-vibrancy\/","title":{"rendered":"The problem with ranking cities&#8217; cultural vibrancy"},"content":{"rendered":"<p><a href=\"https:\/\/www.artsjournal.com\/worth\/wp-content\/uploads\/2017\/07\/whirlwind-computer.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"alignleft size-medium wp-image-2227\" src=\"https:\/\/www.artsjournal.com\/worth\/wp-content\/uploads\/2017\/07\/whirlwind-computer-300x185.jpg\" alt=\"not this again\" width=\"300\" height=\"185\" srcset=\"https:\/\/www.artsjournal.com\/worth\/wp-content\/uploads\/2017\/07\/whirlwind-computer-300x185.jpg 300w, https:\/\/www.artsjournal.com\/worth\/wp-content\/uploads\/2017\/07\/whirlwind-computer.jpg 400w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a>Two recent publications derive indices to rank different cities according to their cultural vibrancy &#8211; from the <a href=\"http:\/\/www.smu.edu\/~\/media\/Site\/Meadows\/NCAR\/NCAR_ArtsVibrancy_04-17.pdf\">National Center for Arts Research<\/a> in the United States, and the <a href=\"https:\/\/composite-indicators.jrc.ec.europa.eu\/cultural-creative-cities-monitor\/\">European Commission<\/a> for European cities. They have the same fundamental problem.<\/p>\n<p>In each report, a selection of data series applying to cities&#8217; cultural ecosystems is chosen. These are then weighted. The US study makes a ranking of cities according to different measures, then applies weights to how the city ranked &#8211; you can see the method on page 7 <a href=\"http:\/\/www.smu.edu\/~\/media\/Site\/Meadows\/NCAR\/NCAR_ArtsVibrancy_04-17.pdf\">here<\/a>: measures of arts employment are given a weight of 45%, spending on the arts at 45%, and then (with a degree of double-counting from the prior entry), state and federal funding to local organizations is weighted at 10%. In the European study, arts measures are combined with some demographic measures of diversity. The method is shown on page 14 <a href=\"https:\/\/composite-indicators.jrc.ec.europa.eu\/cultural-creative-cities-monitor\/media\/Creative_Cities_Monitor_Faqs.pdf\">here<\/a>: with &#8216;cultural vibrancy&#8217; having a weight of 40%, &#8216;creative economy&#8217; at 40%, and enabling environment at 20%.<\/p>\n<p><em>The problem is not with the quality of the data<\/em>. Many of the raw data series will be of interest.<\/p>\n<p><em>The problem is in the very nature of the exercise<\/em>. These city rankings are meant to have a veneer of science and objectivity. Yet there are two degrees of arbitrariness and subjectivity: the selection of which data series to include in the indices, and the weights they are assigned. That Newark is ranked as more culturally vibrant than Chicago is a function of which data are included and how they are weighted. Different data and different weights would produce a different ordering (which is why there are so many different rankings of world universities &#8211; they count different things, and weigh them differently). The rankings are subjective, and yet because quantitative are meant to suggest something more.<\/p>\n<p>It&#8217;s not a problem of which choices were made. I might have chosen different series and different weights, and even though I have worked in cultural economics and arts policy for a few decades now, there would be nothing superior in my choices relative to the choices made by NCAR or the EU. That each of these organizations might have consulted with experts doesn&#8217;t change things. Weighting arts employment and arts spending in a city equally, as NCAR does, is arbitrary, and weighting them 55% to 35% instead of 45% to 45% wouldn&#8217;t be better or worse. In other words, I have no suggestion for improving the rankings &#8211; the problem is inherent in trying to form an index in the first place, and is as subjective as any ranking that forgets about numbers altogether and simply gives an <a href=\"http:\/\/ultimateclassicrock.com\/iron-maiden-songs\/\">informed, aesthetic judgment<\/a>.<\/p>\n<p>These rankings generate attention: &#8220;how did my city do?&#8221;. But they don&#8217;t give direction to anyone working in policy, they won&#8217;t inform Chicago officials on how to be as vibrant as Newark. Like university rankings (I dealt with them in a <a href=\"https:\/\/www.artsjournal.com\/worth\/2014\/07\/performance-measures-indices-and-rankings\/\">prior blog post<\/a>), they are meant to attract &#8220;clicks&#8221;. But there is no there there, they are neither informative to social scientists or to practitioners.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Two recent publications derive indices to rank different cities according to their cultural vibrancy &#8211; from the National Center for Arts Research in the United States, and the European Commission for European cities. They have the same fundamental problem. In each report, a selection of data series applying to cities&#8217; cultural ecosystems is chosen. These [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":2227,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_genesis_hide_title":false,"_genesis_hide_breadcrumbs":false,"_genesis_hide_singular_image":false,"_genesis_hide_footer_widgets":false,"_genesis_custom_body_class":"","_genesis_custom_post_class":"","_genesis_layout":"","jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2}},"categories":[26],"tags":[],"class_list":{"0":"post-2223","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-issues","8":"entry"},"jetpack_publicize_connections":[],"jetpack_featured_media_url":"https:\/\/www.artsjournal.com\/worth\/wp-content\/uploads\/2017\/07\/whirlwind-computer.jpg","jetpack_shortlink":"https:\/\/wp.me\/p3dIW5-zR","jetpack_sharing_enabled":true,"jetpack-related-posts":[{"id":1483,"url":"https:\/\/www.artsjournal.com\/worth\/2014\/08\/how-should-we-rank-the-culturalcreative-scenes-of-cities\/","url_meta":{"origin":2223,"position":0},"title":"How should we rank the cultural\/creative scenes of cities?","author":"Michael Rushton","date":"August 28, 2014","format":false,"excerpt":"Yesterday I came across a ranking of the 'top 20 US cities for culture', from the real estate blog propertyshark.com (no, not one I usually follow, h\/t Ted Gioia). The internet loves to produce listicles, and diminishing returns have long set in when it comes to ranking cities. But this\u2026","rel":"","context":"In &quot;issues&quot;","block_context":{"text":"issues","link":"https:\/\/www.artsjournal.com\/worth\/category\/issues\/"},"img":{"alt_text":"so many creatives!","src":"https:\/\/i0.wp.com\/www.artsjournal.com\/worth\/wp-content\/uploads\/2014\/08\/NYC-street.jpg?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.artsjournal.com\/worth\/wp-content\/uploads\/2014\/08\/NYC-street.jpg?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/www.artsjournal.com\/worth\/wp-content\/uploads\/2014\/08\/NYC-street.jpg?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/www.artsjournal.com\/worth\/wp-content\/uploads\/2014\/08\/NYC-street.jpg?resize=700%2C400&ssl=1 2x"},"classes":[]},{"id":2356,"url":"https:\/\/www.artsjournal.com\/worth\/2018\/08\/back-to-school-a-cultural-planning-syllabus\/","url_meta":{"origin":2223,"position":1},"title":"Back to school &#8211; a cultural planning syllabus","author":"Michael Rushton","date":"August 16, 2018","format":false,"excerpt":"So after a stretch in university administration, I am back full-time in the classroom this fall. One of my classes is in Cultural Planning and Community Development - i.e. \"place-based\" cultural policy - and though I've taught bits and pieces of the subject here and there, have never had the\u2026","rel":"","context":"In &quot;issues&quot;","block_context":{"text":"issues","link":"https:\/\/www.artsjournal.com\/worth\/category\/issues\/"},"img":{"alt_text":"do we have to do *all* the readings?","src":"https:\/\/i0.wp.com\/www.artsjournal.com\/worth\/wp-content\/uploads\/2018\/08\/back-to-class.jpg?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.artsjournal.com\/worth\/wp-content\/uploads\/2018\/08\/back-to-class.jpg?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/www.artsjournal.com\/worth\/wp-content\/uploads\/2018\/08\/back-to-class.jpg?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/www.artsjournal.com\/worth\/wp-content\/uploads\/2018\/08\/back-to-class.jpg?resize=700%2C400&ssl=1 2x"},"classes":[]},{"id":932,"url":"https:\/\/www.artsjournal.com\/worth\/2013\/07\/do-cultural-districts-matter\/","url_meta":{"origin":2223,"position":2},"title":"Do cultural districts matter?","author":"Michael Rushton","date":"July 1, 2013","format":false,"excerpt":"At the Art Newspaper, Adrian Ellis claims that they do: Few cities command the accolade \u201cgreat\u201d or even \u201cliveable\u201d without a significant cultural presence. Today, whether the question is \u201cWhere is the best place to bring up your family?\u201d, \u201cWhere do knowledge workers congregate?\u201d or \u201cWhat attracts inward investment?\u201d, \u201cCities\u2026","rel":"","context":"In &quot;issues&quot;","block_context":{"text":"issues","link":"https:\/\/www.artsjournal.com\/worth\/category\/issues\/"},"img":{"alt_text":"walkable?","src":"https:\/\/i0.wp.com\/www.artsjournal.com\/worth\/wp-content\/uploads\/2013\/07\/Dallas_Arts_District_Opera_House_construction_Meyerson-300x225.jpg?resize=350%2C200","width":350,"height":200},"classes":[]},{"id":3610,"url":"https:\/\/www.artsjournal.com\/worth\/2024\/10\/vibrant-sic\/","url_meta":{"origin":2223,"position":3},"title":"Vibrant (sic)","author":"Michael Rushton","date":"October 18, 2024","format":false,"excerpt":"In the 90s I lived in Regina, Saskatchewan. When I moved there I had never been before, but I had been looking for work, my PhD in-progress dissertation was a bit of a train wreck (I finished it eventually), and the university there was kind enough to offer me a\u2026","rel":"","context":"In &quot;issues&quot;","block_context":{"text":"issues","link":"https:\/\/www.artsjournal.com\/worth\/category\/issues\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/www.artsjournal.com\/worth\/wp-content\/uploads\/2024\/10\/image-2.png?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.artsjournal.com\/worth\/wp-content\/uploads\/2024\/10\/image-2.png?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/www.artsjournal.com\/worth\/wp-content\/uploads\/2024\/10\/image-2.png?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/www.artsjournal.com\/worth\/wp-content\/uploads\/2024\/10\/image-2.png?resize=700%2C400&ssl=1 2x, https:\/\/i0.wp.com\/www.artsjournal.com\/worth\/wp-content\/uploads\/2024\/10\/image-2.png?resize=1050%2C600&ssl=1 3x, https:\/\/i0.wp.com\/www.artsjournal.com\/worth\/wp-content\/uploads\/2024\/10\/image-2.png?resize=1400%2C800&ssl=1 4x"},"classes":[]},{"id":1156,"url":"https:\/\/www.artsjournal.com\/worth\/2014\/03\/gays-the-creative-class-and-the-ecological-fallacy\/","url_meta":{"origin":2223,"position":4},"title":"Gays, the &#8216;Creative Class&#8217;, and the Ecological Fallacy","author":"Michael Rushton","date":"March 21, 2014","format":false,"excerpt":"Gay men tend to live in expensive cities with nice amenities, both cultural and climactic. Does that mean they are rich? At the Atlantic, Nathan McDermott reports: Who are America\u2019s gays? To hear it as Supreme Court Justice Antonin Scalia would have it, gays are a privileged set, living it\u2026","rel":"","context":"In &quot;issues&quot;","block_context":{"text":"issues","link":"https:\/\/www.artsjournal.com\/worth\/category\/issues\/"},"img":{"alt_text":"nice amenities you have here","src":"https:\/\/i0.wp.com\/www.artsjournal.com\/worth\/wp-content\/uploads\/2014\/03\/San-Francisco-43.jpg?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.artsjournal.com\/worth\/wp-content\/uploads\/2014\/03\/San-Francisco-43.jpg?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/www.artsjournal.com\/worth\/wp-content\/uploads\/2014\/03\/San-Francisco-43.jpg?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/www.artsjournal.com\/worth\/wp-content\/uploads\/2014\/03\/San-Francisco-43.jpg?resize=700%2C400&ssl=1 2x, https:\/\/i0.wp.com\/www.artsjournal.com\/worth\/wp-content\/uploads\/2014\/03\/San-Francisco-43.jpg?resize=1050%2C600&ssl=1 3x, https:\/\/i0.wp.com\/www.artsjournal.com\/worth\/wp-content\/uploads\/2014\/03\/San-Francisco-43.jpg?resize=1400%2C800&ssl=1 4x"},"classes":[]},{"id":1380,"url":"https:\/\/www.artsjournal.com\/worth\/2014\/06\/summer-books-bruce-katz-and-jennifer-bradleys-the-metropolitan-revolution\/","url_meta":{"origin":2223,"position":5},"title":"Summer books: Bruce Katz and Jennifer Bradley&#8217;s &#8216;The Metropolitan Revolution&#8217;","author":"Michael Rushton","date":"June 28, 2014","format":false,"excerpt":"A dozen years ago, mayors and their economic development staff made sure they had a copy of Richard Florida's The Rise of the Creative Class on their desks. It was the big new idea that would help them understand the dynamics of contemporary urban growth, and plan for the future\u2026","rel":"","context":"In &quot;issues&quot;","block_context":{"text":"issues","link":"https:\/\/www.artsjournal.com\/worth\/category\/issues\/"},"img":{"alt_text":"next big thing?","src":"https:\/\/i0.wp.com\/www.artsjournal.com\/worth\/wp-content\/uploads\/2014\/06\/metropolitan-revolution-196x300.jpeg?resize=350%2C200","width":350,"height":200},"classes":[]}],"_links":{"self":[{"href":"https:\/\/www.artsjournal.com\/worth\/wp-json\/wp\/v2\/posts\/2223","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.artsjournal.com\/worth\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.artsjournal.com\/worth\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.artsjournal.com\/worth\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.artsjournal.com\/worth\/wp-json\/wp\/v2\/comments?post=2223"}],"version-history":[{"count":5,"href":"https:\/\/www.artsjournal.com\/worth\/wp-json\/wp\/v2\/posts\/2223\/revisions"}],"predecessor-version":[{"id":2229,"href":"https:\/\/www.artsjournal.com\/worth\/wp-json\/wp\/v2\/posts\/2223\/revisions\/2229"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.artsjournal.com\/worth\/wp-json\/wp\/v2\/media\/2227"}],"wp:attachment":[{"href":"https:\/\/www.artsjournal.com\/worth\/wp-json\/wp\/v2\/media?parent=2223"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.artsjournal.com\/worth\/wp-json\/wp\/v2\/categories?post=2223"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.artsjournal.com\/worth\/wp-json\/wp\/v2\/tags?post=2223"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}