Patient Safety Indicators: Health System Performance<\/p>\n
‘Foreign Body Left In’,<\/p>\n
‘OB Trauma: Instrument’,<\/p>\n
‘OB Trauma: No Instrument’,<\/p>\n
‘Post-Op PE: Hip and Knee’,<\/p>\n
‘Post-Op Sepsis: Abdominal’<\/p>\n
Reference: A dataset from CIHI, Canada.<\/p>\n
Sayed Ahmed<\/p>\n
Linkedin: https:\/\/ca.linkedin.com\/in\/sayedjustetc<\/a><\/p>\n Blog: http:\/\/sitestree.com<\/a>, http:\/\/bangla.salearningschool.com<\/a><\/p>\n","protected":false},"excerpt":{"rendered":" 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<\/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":[1894,1897,182],"tags":[],"class_list":["post-15099","post","type-post","status-publish","format-standard","hentry","category-health-system-performance","category-indicators-library-health-system-performance","category---blog","item-wrap"],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack-related-posts":[{"id":14957,"url":"http:\/\/bangla.sitestree.com\/?p=14957","url_meta":{"origin":15099,"position":0},"title":"How different countries including Canada compare for Patient Safety Measures?","author":"Sayed","date":"July 19, 2019","format":false,"excerpt":"Patient safety measures as used: ['Foreign Body Left In', 'OB Trauma: Instrument', 'OB Trauma: No Instrument', 'Post-Op PE: Hip and Knee', 'Post-Op Sepsis: Abdominal'] Dataset: from CIHI, Canada (Open and public data). Data for 2014-2015 Units for measurements for the indicators: \u00a0 ['Crude rate per 100,000 hospital discharges', 'Crude rate\u2026","rel":"","context":"In "Health System Performance"","block_context":{"text":"Health System Performance","link":"http:\/\/bangla.sitestree.com\/?cat=1894"},"img":{"alt_text":"","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=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/bangla.salearningschool.com\/wp-content\/uploads\/2019\/07\/Screen-Shot-2019-07-19-at-9.48.57-PM.png?resize=350%2C200 1x, https:\/\/i0.wp.com\/bangla.salearningschool.com\/wp-content\/uploads\/2019\/07\/Screen-Shot-2019-07-19-at-9.48.57-PM.png?resize=525%2C300 1.5x"},"classes":[]},{"id":19926,"url":"http:\/\/bangla.sitestree.com\/?p=19926","url_meta":{"origin":15099,"position":1},"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 "Data Visualization"","block_context":{"text":"Data Visualization","link":"http:\/\/bangla.sitestree.com\/?cat=1903"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":15834,"url":"http:\/\/bangla.sitestree.com\/?p=15834","url_meta":{"origin":15099,"position":2},"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 "Health System Performance"","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":15099,"position":3},"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 "Health System Performance"","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":19909,"url":"http:\/\/bangla.sitestree.com\/?p=19909","url_meta":{"origin":15099,"position":4},"title":"About the Project : Benchmarking Canada\u2019s Health Care Systems: International Comparisons, 2017","author":"Sayed","date":"February 7, 2021","format":false,"excerpt":"Justetc Social Services (non-profit)Jan 31\u00a0\u00b7\u00a01\u00a0min read Project : Benchmarking Canada\u2019s Health Care Systems: International Comparisons, 2017 By Sayed Ahmed Objective: Visualize the performance of Canadian Healthcare System Performance against other countries Short Description\u00a0: Analyze, compare, and visualize the performance of Canadian healthcare system against other countries using public dataset. The\u2026","rel":"","context":"In "Data Visualization"","block_context":{"text":"Data Visualization","link":"http:\/\/bangla.sitestree.com\/?cat=1903"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":15096,"url":"http:\/\/bangla.sitestree.com\/?p=15096","url_meta":{"origin":15099,"position":5},"title":"Health Status Indicators: Health System Performance","author":"Sayed","date":"July 23, 2019","format":false,"excerpt":"Health Status Indicators: Health System Performance Health Status Measurements Indicators: Dataset from CIHI, Canada Cancer Mortality (F)', 'Cancer Mortality (M)', 'Heart Disease Mortality', 'Infant Mortality', 'Life Expectancy at Birth (F)', 'Life Expectancy at Birth (M)', 'Perceived Health Status', 'Stroke Mortality', 'Suicide (F)', 'Suicide (M)', 'Transport Accident Mortality (F)', 'Transport Accident\u2026","rel":"","context":"In "Health Status"","block_context":{"text":"Health Status","link":"http:\/\/bangla.sitestree.com\/?cat=1898"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]}],"_links":{"self":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/15099","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=15099"}],"version-history":[{"count":1,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/15099\/revisions"}],"predecessor-version":[{"id":15104,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/15099\/revisions\/15104"}],"wp:attachment":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=15099"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=15099"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=15099"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}