{"id":14957,"date":"2019-07-19T22:00:27","date_gmt":"2019-07-20T02:00:27","guid":{"rendered":"http:\/\/bangla.salearningschool.com\/recent-posts\/?p=14957"},"modified":"2019-07-21T12:40:52","modified_gmt":"2019-07-21T16:40:52","slug":"how-different-countries-including-canada-compare-for-patient-safety-measures","status":"publish","type":"post","link":"http:\/\/bangla.sitestree.com\/?p=14957","title":{"rendered":"How different countries including Canada compare for Patient Safety Measures?"},"content":{"rendered":"<pre><strong>Patient safety measures as used: <\/strong><\/pre>\n<pre>['Foreign Body Left In', <\/pre>\n<pre style=\"box-sizing: border-box; overflow: auto; font-size: 14px; padding: 1px 0px; margin-top: 0px; margin-bottom: 0px; line-height: inherit; color: #000000; word-break: break-all; border: 0px; border-radius: 0px; white-space: pre-wrap; vertical-align: baseline;\">'OB Trauma: Instrument',\n'OB Trauma: No Instrument', <\/pre>\n<pre style=\"box-sizing: border-box; overflow: auto; font-size: 14px; padding: 1px 0px; margin-top: 0px; margin-bottom: 0px; line-height: inherit; color: #000000; word-break: break-all; border: 0px; border-radius: 0px; white-space: pre-wrap; vertical-align: baseline;\">'Post-Op PE: Hip and Knee',\n'Post-Op Sepsis: Abdominal']<\/pre>\n<pre>Dataset: from CIHI, Canada (Open and public data). Data for 2014-2015<\/pre>\n<p><a href=\"https:\/\/i0.wp.com\/bangla.salearningschool.com\/wp-content\/uploads\/2019\/07\/Screen-Shot-2019-07-19-at-9.48.57-PM.png\" rel=\"attachment wp-att-14958\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" class=\"wp-image-14958 aligncenter\" title=\"screen-shot-2019-07-19-at-9-48-57-pm-png\" src=\"https:\/\/i0.wp.com\/bangla.salearningschool.com\/wp-content\/uploads\/2019\/07\/Screen-Shot-2019-07-19-at-9.48.57-PM.png?resize=597%2C508\" alt=\"\" width=\"597\" height=\"508\" srcset=\"https:\/\/i0.wp.com\/bangla.sitestree.com\/wp-content\/uploads\/2019\/07\/Screen-Shot-2019-07-19-at-9.48.57-PM.png?w=681 681w, https:\/\/i0.wp.com\/bangla.sitestree.com\/wp-content\/uploads\/2019\/07\/Screen-Shot-2019-07-19-at-9.48.57-PM.png?resize=300%2C255 300w\" sizes=\"auto, (max-width: 597px) 100vw, 597px\" \/><\/a><\/p>\n\n\n<pre><strong>Units for measurements for the indicators:<\/strong><\/pre>\n<pre>&nbsp;<\/pre>\n<pre>['Crude rate per 100,000 hospital discharges',\n'Crude rate per 100 non c-section deliveries with instrument',\n'Crude rate per 100 non c-section deliveries without instrument',\n'Crude rate per 100,000 hip or knee replacement surgery discharges',\n'Crude rate per 100,000 abdominal surgery discharges']<\/pre>\n<pre>&nbsp;<\/pre>\n<pre>However, for the plot\/Heatmap the values are normalized; hence, units can be ignored. Values are for relative comparisons.<\/pre>\n<pre>&nbsp;<\/pre>\n","protected":false},"excerpt":{"rendered":"<p>Patient safety measures as used: [&#8216;Foreign Body Left In&#8217;, &#8216;OB Trauma: Instrument&#8217;, &#8216;OB Trauma: No Instrument&#8217;, &#8216;Post-Op PE: Hip and Knee&#8217;, &#8216;Post-Op Sepsis: Abdominal&#8217;] Dataset: from CIHI, Canada (Open and public data). Data for 2014-2015<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[1894,182],"tags":[],"class_list":["post-14957","post","type-post","status-publish","format-standard","hentry","category-health-system-performance","category---blog","item-wrap"],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack-related-posts":[{"id":15834,"url":"http:\/\/bangla.sitestree.com\/?p=15834","url_meta":{"origin":14957,"position":0},"title":"Aspect: Patient Safety: OB Trauma: Instrument 2015. Compare countries including Canada and Canadian Provinces","author":"Sayed","date":"August 13, 2019","format":false,"excerpt":"Aspect: Patient Safety: OB Trauma: Instrument 2015. [Compare countries including Canada and Canadian Provinces] Dataset: from CIHI, Canada. The same information plotted with different charts. Data files are also attached. If you need more information, feel free to inform us ['Measurement units used: Crude rate per 100 vaginal deliveries with\u2026","rel":"","context":"In &quot;Health System Performance&quot;","block_context":{"text":"Health System Performance","link":"http:\/\/bangla.sitestree.com\/?cat=1894"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/bangla.sitestree.com\/wp-content\/uploads\/2019\/08\/bubble_OBTraumaInstrument_07_30_PM_on_August_13_201911212.png?resize=350%2C200","width":350,"height":200},"classes":[]},{"id":15854,"url":"http:\/\/bangla.sitestree.com\/?p=15854","url_meta":{"origin":14957,"position":1},"title":"Aspect: Patient Safety: OB Trauma: No Instrument 2015. Compare countries including Canada and Canadian Provinces","author":"Sayed","date":"August 13, 2019","format":false,"excerpt":"Aspect: Patient Safety: OB Trauma: No Instrument 2015. [Compare countries including Canada and Canadian Provinces] Dataset: from CIHI, Canada. The same information plotted with different charts. Data files are also attached. If you need more information, feel free to inform us ['Measurement units used: Crude rate per 100 vaginal deliveries\u2026","rel":"","context":"In &quot;Health System Performance&quot;","block_context":{"text":"Health System Performance","link":"http:\/\/bangla.sitestree.com\/?cat=1894"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/bangla.sitestree.com\/wp-content\/uploads\/2019\/08\/bar_OBTraumaNoInstrument_07_30_PM_on_August_13_201936534.png?resize=350%2C200","width":350,"height":200},"classes":[]},{"id":15099,"url":"http:\/\/bangla.sitestree.com\/?p=15099","url_meta":{"origin":14957,"position":2},"title":"Patient Safety Indicators: Health System Performance","author":"Sayed","date":"July 23, 2019","format":false,"excerpt":"Patient Safety Indicators: Health System Performance 'Foreign Body Left In', 'OB Trauma: Instrument', 'OB Trauma: No Instrument', 'Post-Op PE: Hip and Knee', 'Post-Op Sepsis: Abdominal' Reference: A dataset from CIHI, Canada. Sayed Ahmed Linkedin: https:\/\/ca.linkedin.com\/in\/sayedjustetc Blog: http:\/\/sitestree.com, http:\/\/bangla.salearningschool.com","rel":"","context":"In &quot;Health System Performance&quot;","block_context":{"text":"Health System Performance","link":"http:\/\/bangla.sitestree.com\/?cat=1894"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":26162,"url":"http:\/\/bangla.sitestree.com\/?p=26162","url_meta":{"origin":14957,"position":3},"title":"Aspect: Patient Safety: OB Trauma: Instrument 2015. Compare countries including Canada and Canadian Provinces #Root","author":"Author-Check- Article-or-Video","date":"April 18, 2021","format":false,"excerpt":"Aspect: Patient Safety: OB Trauma: Instrument 2015. [Compare countries including Canada and Canadian Provinces] Dataset: from CIHI, Canada. The same information plotted with different charts. Data files are also attached. If you need more information, feel free to inform us ['Measurement units used: Crude rate per 100 vaginal deliveries with\u2026","rel":"","context":"In &quot;FromSitesTree.com&quot;","block_context":{"text":"FromSitesTree.com","link":"http:\/\/bangla.sitestree.com\/?cat=1917"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":26164,"url":"http:\/\/bangla.sitestree.com\/?p=26164","url_meta":{"origin":14957,"position":4},"title":"Aspect: Patient Safety: OB Trauma: No Instrument 2015. Compare countries including Canada and Canadian Provinces #Root","author":"Author-Check- Article-or-Video","date":"April 18, 2021","format":false,"excerpt":"Aspect: Patient Safety: OB Trauma: No Instrument 2015. [Compare countries including Canada and Canadian Provinces] Dataset: from CIHI, Canada. The same information plotted with different charts. Data files are also attached. If you need more information, feel free to inform us ['Measurement units used: Crude rate per 100 vaginal deliveries\u2026","rel":"","context":"In &quot;FromSitesTree.com&quot;","block_context":{"text":"FromSitesTree.com","link":"http:\/\/bangla.sitestree.com\/?cat=1917"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":19926,"url":"http:\/\/bangla.sitestree.com\/?p=19926","url_meta":{"origin":14957,"position":5},"title":"patient-safety, Health System Performance, Canada and Others","author":"Sayed","date":"February 7, 2021","format":false,"excerpt":"Justetc Social Services (non-profit)Jan 31\u00a0\u00b7\u00a05\u00a0min read import pandas as pdimport matplotlib.pyplot as plt%matplotlib inlinefrom __future__ import print_functionfrom ipywidgets import interact, interactive, fixed, interact_manualimport ipywidgets as widgetspatient_safety = pd.read_excel('..\/data\/patient-safety.xls')patient_safety.head() # find all indicatorspatient_safety.set_index(['Indicator'])indicators = pd.Index(patient_safety['Indicator']).unique()# find all yearsyears = patient_safety['Data year'].dropna().unique()indicators[0], years('Foreign Body Left In', array([2015, '2014\u20132015', 'Not applicable', 2014], dtype=object))#\u2026","rel":"","context":"In &quot;Data Visualization&quot;","block_context":{"text":"Data Visualization","link":"http:\/\/bangla.sitestree.com\/?cat=1903"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]}],"_links":{"self":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/14957","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=14957"}],"version-history":[{"count":6,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/14957\/revisions"}],"predecessor-version":[{"id":14977,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/14957\/revisions\/14977"}],"wp:attachment":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=14957"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=14957"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=14957"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}