{"id":749,"date":"2013-11-05T02:43:22","date_gmt":"2013-11-05T02:43:22","guid":{"rendered":"http:\/\/garydubois.com\/2-4units\/section\/analyze-performance-metrics-for-neighborhood-disparities\/"},"modified":"2013-11-05T02:43:22","modified_gmt":"2013-11-05T02:43:22","slug":"analyze-performance-metrics-for-neighborhood-disparities","status":"publish","type":"post","link":"https:\/\/garydubois.com\/2-4units\/section\/analyze-performance-metrics-for-neighborhood-disparities\/","title":{"rendered":"Analyze performance metrics for neighborhood disparities"},"content":{"rendered":"<p>The second recommendation for improving public services involves tracking the requests and the performance metrics, which are open to the public on Chicago&Otilde;s Data Portal and likely available to the Alderman&Otilde;s office in more detail. The type and total number of requests to different departments can be analyzed across community areas, as well the percentage of service requests that have been completed, average number of days to complete and spatial clustering. This analysis can serve as important evidence for disparities that surface across neighborhoods, inspiring practices for creative improvement by agencies using a clear set of performance indicators (Behn, 2006). As an example, the Data Portal provides daily requests to the Sanitation department, included in the screen shot below, listing opening date of the request and the completion date (if applicable), which can be transformed into a new variable: &Ograve;Days to Complete.&Oacute; This new variable can be analyzed across the community area with standard spreadsheet software.<\/p>\n<p>Chicago Service Requests for Sanitation Complaints (graph) Source: City of Chicago, 2013<\/p>\n<p>Comparing average days to complete a request and the level of poverty across community areas reveals there is no a clear relationship between the two factors.  Woodlawn&Otilde;s average length of completed requests is longer than many other communities, but not much longer than communities with a comparable socioeconomic condition. This sample analysis could, for other factors, substantiate the anecdotal evidence of quality of municipal services. It may also support other explanations for the lack of satisfaction, such as the amount of service requests made per capita.<\/p>\n<p>Average Days to Close 3-1-1 Sanitation Complaints (by Community Area and Poverty Rate)  (Graph) Source: City of Chicago, 2013<\/p>\n","protected":false},"excerpt":{"rendered":"<p>The second recommendation for improving public services involves tracking the requests and the performance metrics, which are open to the public on Chicago&Otilde;s Data Portal and likely available to the Alderman&Otilde;s office in more detail. The type and total number &hellip; <a href=\"https:\/\/garydubois.com\/2-4units\/section\/analyze-performance-metrics-for-neighborhood-disparities\/\">Continue reading <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[246,279,8],"tags":[286,285,284,283],"class_list":["post-749","post","type-post","status-publish","format-standard","hentry","category-goal-ii-advocacy","category-objective-ii-c-higher-quality-of-life-and-stronger-market-appeal","category-strategy","tag-city-services","tag-disparities","tag-good-governance","tag-performance-metrics"],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/garydubois.com\/2-4units\/wp-json\/wp\/v2\/posts\/749","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/garydubois.com\/2-4units\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/garydubois.com\/2-4units\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/garydubois.com\/2-4units\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/garydubois.com\/2-4units\/wp-json\/wp\/v2\/comments?post=749"}],"version-history":[{"count":0,"href":"https:\/\/garydubois.com\/2-4units\/wp-json\/wp\/v2\/posts\/749\/revisions"}],"wp:attachment":[{"href":"https:\/\/garydubois.com\/2-4units\/wp-json\/wp\/v2\/media?parent=749"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/garydubois.com\/2-4units\/wp-json\/wp\/v2\/categories?post=749"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/garydubois.com\/2-4units\/wp-json\/wp\/v2\/tags?post=749"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}