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161. Microsoft PowerPoint - pharmacy-data.ppt [Compatibility Mode] (pdf file)
     hcup-us.ahrq.gov/datainnovations/clinicalcontentenhancementtoolkit/mn5.pdf
     June 21, 2014 - of data by all participating hospitals 4 Special Issues for Phase 1 Evaluationp • The Phase 1 analysis … Classification Systemsg y • Alternative classification systems are available to support the collection and analysis … of standardizedsupport the collection and analysis of standardized electronic pharmacy data

162. Enhancing Administrative Data
     hcup-us.ahrq.gov/reports/admindata.jsp
     April 01, 2022 - Login Do Your own analysis Explore Expert Research & Limited … aims to provide a comprehensive set of materials needed for all-payer POA indicator collection and analysis

163. Conditions With the Largest Number of Adult Hospital Readmissions by Payer, 2011 (pdf file)
     hcup-us.ahrq.gov/reports/statbriefs/sb172-Conditions-Readmissions-Payer.pdf
     November 01, 2013 - 2 unavoidable—no attempt was made to remove these types of readmissions from this descriptive analysis … 10.6 Total 3,300 100.0 41,300 100.0 13.8 Source: Weighted national estimates from a readmissions analysis … Source: Weighted national estimates from a readmissions analysis file derived from the Agency for Healthcare … The readmissions analysis file included 14.0 million unweighted discharges. … Admissions were disqualified from the analysis as index admissions if they could not be followed for

164. Statistical Brief #61: Potentially Preventable Hospitalizations among Hispanic Adults, 2006 (pdf file)
     hcup-us.ahrq.gov/reports/statbriefs/sb61.pdf
     October 01, 2008 - Healthcare Cost and Utilization Project (HCUP) 2001 and 2006 State Inpatient Database (SID) disparities analysis … but these types of discharges are included if they are from community hospitals. 3 Unit of analysis … The unit of analysis is the hospital discharge (i.e., the hospital stay), not a person or patient. … The 2006 SID disparities analysis file was limited to 24 states, and to hospitals within those states … Organization, and Markets, Healthcare Cost and Utilization Project, State Inpatient Databases disparities analysis

165. Data Innovations - ICD-10-CM/PCS Resources
     hcup-us.ahrq.gov/datainnovations/icd10_resources.jsp
     April 01, 2022 - Login Do Your own analysis Explore Expert Research & Limited … ICD-10-CM/PCS HCUP Databases and ICD-10-CM/PCS-Related Data Elements: The Transition Year Doing Analysis … KB) 2015 HCUP Nationwide Emergency Department Sample (NEDS) (PDF file, 560 KB) Doing Analysis … Studies Case Study: National Healthcare Quality and Disparities Report (QDR) Sensitivity Analysis

166. THE HCUP NATIONWIDE EMERGENCY DEPARTMENT SAMPLE (NEDS), 2020
     hcup-us.ahrq.gov/db/nation/neds/NEDS_Introduction_2020.jsp
     January 01, 2020 - Login Do Your own analysis Explore Expert Research & Limited … One of the most distinctive features of the NEDS is its large sample size, which allows for analysis … (In contrast, other HCUP State databases may support this type of analysis.) … at the hospital-owned ED unit of analysis. … visit as the unit of analysis.

167. Conditions With the Largest Number of Adult Hospital Readmissions by Payer, 2011 - Statistical Brief #172
     hcup-us.ahrq.gov/reports/statbriefs/sb172-Conditions-Readmissions-Payer.jsp
     April 01, 2014 - Login Do Your own analysis Explore Expert Research & Limited … planned or unavoidable—no attempt was made to remove these types of readmissions from this descriptive analysis … Source: Weighted national estimates from a readmissions analysis file derived from the Agency for Healthcare … The readmissions analysis file included 14.0 million unweighted discharges. … Admissions were disqualified from the analysis as index admissions if they could not be followed for

168. NIS Hospital Ownership Files
     hcup-us.ahrq.gov/db/nation/nis/nisownership.jsp
     March 01, 2010 - Login Do Your own analysis Explore Expert Research & Limited … Files   The NIS Hospital Ownership Files are hospital-level files designed to facilitate analysis … H_CONTRL data element, containing hospital ownership categories without any collapsing, to facilitate analysis

169. Enhancing the Clinical Content of Administrative Data - Pilot and Planning Projects: Florida
     hcup-us.ahrq.gov/datainnovations/clinicaldata/florida.jsp
     July 01, 2016 - Login Do Your own analysis Explore Expert Research & Limited … The Agency for Health Care Administration (AHCA), Florida Center for Health Information and Policy Analysis … Statistical analysis was conducted on the merged dataset to determine which laboratory tests improved

170. Characteristics of Homeless Individuals Using Emergency Department Services in 2014 #229
     hcup-us.ahrq.gov/reports/statbriefs/sb229-Homeless-ED-Visits-2014.jsp
     October 01, 2017 - Login Do Your own analysis Explore Expert Research & Limited … Data used for this analysis include ED visits that resulted in admission to inpatient care at the same … Eight States were included in the analysis: Arizona, Florida, Georgia, Maryland, Massachusetts, Missouri … Unit of analysis The unit of analysis for inpatient data is the hospital discharge (i.e., the hospital … The unit of analysis for ED data is the ED visit, not a person or patient.

171. Introduction to the NEDS (pdf file)
     hcup-us.ahrq.gov/db/nation/neds/NEDSIntroduction2022.pdf
     November 01, 2024 - One of the most distinctive features of the NEDS is its large sample size, which allows for analysis … (In contrast, other HCUP State databases may support this type of analysis. … It is critical to check all ICD-9-CM and/or ICD-10-CM/PCS codes used for analysis to ensure that the … at the hospital-owned ED unit of analysis. … visit as the unit of analysis.

172. MS2019-04 (pdf file)
     hcup-us.ahrq.gov/reports/methods/2019-04.pdf
     January 01, 2019 - We limited the analysis to records from community hospitals, excluding rehabilitation and long-term … Depending on the parameters and goals of a particular analysis, a researcher may or may not want to … Second, the extent to which an analysis of patient county may encompass a relatively large number of … In the latter case, HCUP State databases would need to be combined for the analysis. … As such, a county-level analysis would have no hospital utilization data for these counties.

173. INTRODUCTION TO THE HCUP NATIONAL INPATIENT SAMPLE (NIS), 2021
     hcup-us.ahrq.gov/db/nation/nis/NIS_Introduction_2021.jsp
     January 01, 2021 - Login Do Your own analysis Explore Expert Research & Limited … Data Use Agreement Choosing Data Elements for Analysis Diagnosis-Related Groups Missing Values … The NIS is available yearly, beginning with 1988, allowing analysis of trends over time. … Choosing Data Elements for Analysis For all data elements you plan to use in your analysis, … The NIS is available yearly, beginning with 1988, allowing analysis of trends over time.

174. INTRODUCTION TO THE HCUP NATIONAL INPATIENT SAMPLE (NIS), 2020
     hcup-us.ahrq.gov/db/nation/nis/NIS_Introduction_2020.jsp
     January 01, 2020 - Login Do Your own analysis Explore Expert Research & Limited … Will not identify or attempt to identify any individual, including by the use of vulnerability analysis … The NIS is available yearly, beginning with 1988, allowing analysis of trends over time. … For trends analysis using NIS data 2011 and earlier, revised weights should be used to make estimates … The NIS is available yearly, beginning with 1988, allowing analysis of trends over time.

175. RoboticAmbulatorySurgery (pdf file)
     hcup-us.ahrq.gov/reports/RoboticAmbulatorySurgery.pdf
     October 20, 2021 - In a secondary analysis, we explore differences in spending between robotic-assisted and nonrobotic … Robotic cholecystectomy versus conventional laparoscopic cholecystectomy: a meta-analysis. … a cost report and analysis. Surg Endosc. 2016;30(1):267-272. 35. Carey K. … Cost analysis of robotic versus laparoscopic general surgery procedures. … An economic analysis of robotically assisted hysterectomy.

176. Clinical Content Enhancement Toolkit
     hcup-us.ahrq.gov/datainnovations/clinicalcontentenhancementtoolkit/about_grants_cd.jsp
     July 01, 2016 - Login Do Your own analysis Explore Expert Research & Limited … for Calculating Reliable Cost estimates from Observational Data: Application to Cost-Effectiveness Analysis … Economic Impact of Paternal Involvement: A Comparison of the Generalized Linear Model Versus Decision Analysis … Enhancing Hawaii Hospital Information Content: High-Level Analysis of Transmitted Laboratory Data ( … The end goal of the project was to use these data to facilitate rich comparative effectiveness analysis

177. Characteristics of Emergency Department Visits for Super-Utilizers by Payer, 2014 (pdf file)
     hcup-us.ahrq.gov/reports/statbriefs/sb221-Super-Utilizer-ED-Visits-Payer-2014.pdf
     January 01, 2014 - In this Statistical Brief, we limited our analysis to ED visits among patients who were treated in … All ED visits for a patient in 2014 are included in the analysis. … All ED visits for a patient in 2014 are included in the analysis. … Only patients aged 1 year and older were included in the analysis. … Unit of analysis The unit of analysis is the emergency department (ED) encounter, not a person or patient

178. Trends in Unintentional Injury Mortality among American Indians and Alaska Natives, Washington, 1990-2009 (pdf file)
     hcup-us.ahrq.gov/datainnovations/raceethnicitytoolkit/or33.pdf
     October 25, 2012 - 25/2012 7 • Cause of Death defined using ICD-9/10 only underlying cause of death • AI/AN in analysis … bridged-race field • Race collection changed from single to multiple- mention during study period Analysis … = 𝑒𝑏1 − 1 𝑥 100 • NCHS bridged-race population estimates used as population denominators Analysis

179. Introduction to the KID, 2022 (pdf file)
     hcup-us.ahrq.gov/db/nation/kid/KIDIntroduction2022.pdf
     December 01, 2024 - ...................................................................11 HOW TO USE THE KID FOR DATA ANALYSIS … There is no uniform patient identifier available that allows a patient-level analysis with the KID. … Choosing Data Elements for Analysis • For all data elements you plan to use in your analysis, first … (For trends analysis using 1997 KID data, see the next section of this report regarding trend weights … • To facilitate analysis of trends including the 1997 KID, another set of KID discharge weights

180. HCUP Calculating Standard Errors - Accessible Version
     hcup-us.ahrq.gov/tech_assist/standarderrors/508/508course_2016.jsp
     January 01, 2016 - Login Do Your own analysis Explore Expert Research & Limited … In particular, I will use the SAS survey sampling and analysis procedures. … These procedures incorporate the complex sample design of the HCUP nationwide databases into the analysis … Return to Contents Verification of Results The results of the example analysis can be verified using … Return to Contents Verification of Results The results of the example analysis can be verified using