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hcup-us.ahrq.gov/tech_assist/data_query/Methods_Community_Statistics20230207.pdf
December 01, 2022 - The following are some caveats for working with Community-Level Statistics:
• Community-Level Statistics … • Community-Level Statistics should be used cautiously for comparative purposes, and
statistics based … Since 2011, the statistics made available by Community-Level Statistics
have changed. … statistics
Releases PQI/PDI
statistics
Releases sub-State
region-level
statistics
Alaska 2016 … As a result, the national statistics developed as benchmarks for
Community-Level Statistics in 2011
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hcup-us.ahrq.gov/tech_assist/data_query/508_Methods_Community_Statistics20220128.pdf
January 01, 2021 - be understood as representing county-level statistics or county-equivalent
statistics (e.g., boroughs … The following are some caveats for working with community-level statistics:
• Community-level statistics … • Community-level statistics should be used cautiously for comparative purposes,
and statistics based … https://www.cms.gov/Research-Statistics-Data-and-Systems/Statistics-Trends-and-Reports/Hospital-Service-Area … As a result, the
national statistics developed as benchmarks for the community statistics project through
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www.ahrq.gov/sites/default/files/wysiwyg/data/SyH-DR-PUF-Summary-Statistics-Commercial-Pharmacy-Weighted.pdf
September 26, 2023 - Weighted Summary Statistics: PUF Commercial Pharmacy File (Version 2)
15:39 Tuesday, September 26, … 2023 1
Weighted Summary Statistics: PUF Commercial Pharmacy File
Variable Variable Label
Count of … 95,152,087 8.31 1,044,379,451 91.26
12/2016 100,028,498 8.74 1,144,407,950 100.00
Weighted Summary Statistics
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www.ahrq.gov/sites/default/files/wysiwyg/data/SyH-DR-PUF-Summary-Statistics-Medicare-Provider-Weighted.pdf
September 26, 2023 - Weighted Summary Statistics: PUF Medicare Provider File (Version 2)
15:39 Tuesday, September 26, 2023
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www.ahrq.gov/sites/default/files/wysiwyg/data/SyH-DR-PUF-Summary-Statistics-Medicaid-Pharmacy-Weighted.pdf
September 26, 2023 - Weighted Summary Statistics: PUF Medicaid Pharmacy File (Version 2)
15:39 Tuesday, September 26, 2023 … 1
Weighted Summary Statistics: PUF Medicaid Pharmacy File
Variable Variable Label
Count of
Non-missing … 2016 50,202,662 8.22 560,033,351 91.71
12/2016 50,624,860 8.29 610,658,211 100.00
Weighted Summary Statistics
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www.ahrq.gov/sites/default/files/wysiwyg/data/SyH-DR-PUF-Summary-Statistics-Commercial-Person-Weighted.pdf
September 26, 2023 - Weighted Summary Statistics: PUF Commercial Person File (Version 2)
The SAS System 15:39 Tuesday, September … 26, 2023 1
Weighted Summary Statistics: PUF Commercial Person File
Variable
Variable
Label
Count … 41,307,454 18.25
1: Insured by commercial payer 184,978,401 81.75 226,285,855 100.00
Weighted Summary Statistics
-
www.ahrq.gov/sites/default/files/wysiwyg/data/SyH-DR-PUF-Summary-Statistics-Medicare-Pharmacy-Weighted.pdf
September 26, 2023 - Weighted Summary Statistics: PUF Medicare Pharmacy File (Version 2)
15:39 Tuesday, September 26, 2023 … 1
Weighted Summary Statistics: PUF Medicare Pharmacy File
Variable Variable Label
Count of
Non-missing … 116,880,152 8.31 1,286,381,740 91.49
12/2016 119,649,354 8.51 1,406,031,094 100.00
Weighted Summary Statistics
-
www.ahrq.gov/sites/default/files/wysiwyg/data/SyH-DR-PUF-Summary-Statistics-Medicaid-Provider-Weighted.pdf
September 26, 2023 - Weighted Summary Statistics: PUF Medicaid Provider File (Version 2)
15:39 Tuesday, September 26, 2023
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www.ahrq.gov/sites/default/files/wysiwyg/data/SyH-DR-PUF-Summary-Statistics-Medicaid-Person-Weighted.pdf
September 26, 2023 - Weighted Summary Statistics: PUF Medicaid Person File (Version 2)
15:39 Tuesday, September 26, 2023 … 1
Weighted Summary Statistics: PUF Medicaid Person File
Variable
Variable
Label
Count of
Non-missing … 1: Dually eligible for Medicare and Medicaid 8,669,667 12.41 69,864,005 100.00
Weighted Summary Statistics
-
www.ahrq.gov/sites/default/files/wysiwyg/data/SyH-DR-PUF-Summary-Statistics-Medicare-Person-Weighted.pdf
September 26, 2023 - Weighted Summary Statistics: PUF Medicare Person File (Version 2)
15:39 Tuesday, September 26, 2023 … 1
Weighted Summary Statistics: PUF Medicare Person File
Variable
Variable
Label
Count of
Non-missing … 1: Dually eligible for Medicare and Medicaid 10,141,137 18.96 53,480,167 100.00
Weighted Summary Statistics
-
www.ahrq.gov/sites/default/files/wysiwyg/data/SyH-DR-PUF-Summary-Statistics-Medicaid-Inpatient-Weighted.pdf
September 26, 2023 - Weighted Summary Statistics: PUF Medicaid Inpatient File (Version 2)
15:39 Tuesday, September 26, 2023 … 1
Weighted Summary Statistics: PUF Medicaid Inpatient File
Variable Variable Label
Count of
Non-missing … Cumulative
Percent
(Null Value) Missing/Unknown 8,678,502 100.00 8,678,502 100.00
Weighted Summary Statistics
-
www.ahrq.gov/sites/default/files/wysiwyg/data/SyH-DR-PUF-Summary-Statistics-Medicare-Outpatient-Weighted.pdf
September 26, 2023 - Weighted Summary Statistics: PUF Medicare Outpatient File (Version 2)
15:39 Tuesday, September 26, … 2023 1
Weighted Summary Statistics: PUF Medicare Outpatient File
Variable Variable Label
Count of … National Codes Established for State Medicaid Agencies 216 0.00 172,253,039 100.00
Weighted Summary Statistics
-
www.ahrq.gov/sites/default/files/wysiwyg/data/SyH-DR-PUF-Summary-Statistics-Commercial-Outpatient-Weighted.pdf
September 26, 2023 - Weighted Summary Statistics: PUF Commercial Outpatient File (Version 2)
15:39 Tuesday, September 26 … , 2023 1
Weighted Summary Statistics: PUF Commercial Outpatient File
Variable Variable Label
Count … National Codes Established for State Medicaid Agencies 24 0.00 195,877,110 100.00
Weighted Summary Statistics
-
www.ahrq.gov/sites/default/files/wysiwyg/data/SyH-DR-PUF-Summary-Statistics-Medicare-Inpatient-Weighted.pdf
September 26, 2023 - Weighted Summary Statistics: PUF Medicare Inpatient File (Version 2)
15:39 Tuesday, September 26, 2023 … 1
Weighted Summary Statistics: PUF Medicare Inpatient File
Variable Variable Label
Count of
Non-missing … 100.00
80001-89999: Pathology and Laboratory Procedures 43 0.00 14,824,015 100.00
Weighted Summary Statistics
-
www.ahrq.gov/sites/default/files/wysiwyg/data/SyH-DR-PUF-Summary-Statistics-Medicaid-Outpatient-Weighted.pdf
September 26, 2023 - Weighted Summary Statistics: PUF Medicaid Outpatient File (Version 2)
15:39 Tuesday, September 26, … 2023 1
Weighted Summary Statistics: PUF Medicaid Outpatient File
Variable Variable Label
Count of … S0012-S9999: Temporary National Codes (Non-Medicare) 79 0.00 153,674,805 100.00
Weighted Summary Statistics
-
www.ahrq.gov/sites/default/files/wysiwyg/data/SyH-DR-PUF-Summary-Statistics-Commercial-Inpatient-Weighted.pdf
September 26, 2023 - Weighted Summary Statistics: PUF Commercial Inpatient File (Version 2)
15:39 Tuesday, September 26, … 2023 1
Weighted Summary Statistics: PUF Commercial Inpatient File
Variable Variable Label
Count of … 0.00 9,536,761 100.00
L0112-L9900: Orthotics/Prosthetics 33 0.00 9,536,794 100.00
Weighted Summary Statistics
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www.ahrq.gov/research/findings/final-reports/iomracereport/reldatafig51txt.html
May 01, 2018 - Data Collection Level
Data Resource
National Level Collection
Medicare
National Vital Statistics … Organizations
Medical Expenditure Panel Survey (MEPS)
State Level Collection
State Vital Statistics … Regional Quality Improvement Organizations and State Vital Statistics Systems are connected by a double-headed … State Vital Statistics Systems and National Vital Statistics Systems are connected by a double-headed
-
www.ahrq.gov/data/hcup/co-level-stats.html
August 01, 2018 - How to Use HCUP to Create County-Level Statistics, Graphics, and Maps
The Healthcare Cost and … With this new resource, users can access statistics from 32 participating States for years 2013 and 2014 … Additionally, statistics can be distinguished by several variables, including age group, sex, payer and … Maps that showcase the statistics can also be generated:
To obtain county or regional statistics on … HCUPNet
Instant Access to Hospital Statistics
-
psnet.ahrq.gov/issue/medical-errors-are-third-leading-cause-death-and-other-statistics-you-should-question
February 24, 2025 - Magazine Article
‘Medical errors are the third leading cause of death’ and other statistics … Citation Text:
‘Medical errors are the third leading cause of death’ and other statistics you should … This article discusses the importance of representing error statistics responsibly and offers recommendations … Citation
Citation Text:
‘Medical errors are the third leading cause of death’ and other statistics
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meps.ahrq.gov/survey_comp/ic_precision_guidelines.shtml
Precision Standards Guidelines for Reporting MEPS-IC Descriptive Statistics …
Precision Standards Guidelines for Reporting MEPS-IC Descriptive Statistics