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hcup-us.ahrq.gov/db/nation/nis/NIS_Introduction_2005.jsp
January 01, 2005 - Software Refined (CCSR)
Elixhauser Comorbidity Software Refined for ICD-10-CM
Chronic Condition Indicator … Procedures
Tools for ICD-9-CM
Clinical Classifications Software (CCS) for ICD-9-CM
Chronic Condition Indicator … CHRON1 — CHRON15
2005
Chronic condition indicator for all diagnoses: (0) non-chronic condition … , (1) chronic condition
CHRONB1 — CHRONB15
2005
Chronic condition indicator body system for … Chronic Condition Indicator provides users an easy way to categorize ICD-9-CM diagnosis codes into one
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hcup-us.ahrq.gov/datainnovations/clinicaldata/Finalreport100109.pdf
October 01, 2009 - Utilizing its experience with
AHRQ quality indicator measurement research and development refinements … clinical data sets could be linked with administrative data sets, identified AHRQ
inpatient quality indicator … The conceptual model that MHA was working
with some of the top national experts in quality indicator … The second included all cases positive for the first
indicator plus cases with hospital-acquired complications … The third included all cases positive for the second indicator plus
cases with hospital-acquired complications
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digital.ahrq.gov/sites/default/files/docs/publication/p20hs015325-hartzema-final-report-2005.pdf
January 01, 2005 - If this “Smart
Technology” were implemented, the CAH could adopt a quality indicator to measure the … This indicator could further
be broken down into the type of error. … The CAH can adopt a quality indicator
to measure the effectiveness of incorporating a remote pharmacy … provider by incorporating an indicator such as:
Average time to administration and/or total number … A quality indicator could be
the total number of reported alerts/total number of doses given (in a time
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hcup-us.ahrq.gov/reports/methods/2004-05.pdf
January 01, 2004 - xg,i = Observed quality indicator for observation i in cell g (e.g., 0 or 1 indicator). … xg,i = Observed quality indicator for observation i in cell g.
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psnet.ahrq.gov/node/862990/psn-pdf
February 21, 2024 - Assessing the excess costs of the in-hospital adverse
events covered by the AHRQ's Patient Safety Indicators in
Switzerland.
February 21, 2024
Giese A, Khanam R, Nghiem S, et al. Assessing the excess costs of the in-hospital adverse events
covered by the AHRQ’s Patient Safety Indicators in Switzerland. PLoS ONE. 2…
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meps.ahrq.gov/data_files/publications/st179/stat179.pdf
July 01, 2007 - Statistical Brief #179: Aspirin Use among the Adult U.S. Noninstitutionalized Population, with and without Indicators of Heart Disease, 2005
Medical Expenditure Panel Survey
Agen
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9
July 2007
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psnet.ahrq.gov/node/40680/psn-pdf
February 09, 2012 - International comparability of patient safety indicators in
15 OECD member countries: a methodological approach
of adjustment by secondary diagnoses.
February 9, 2012
Drösler SE, Romano PS, Tancredi DJ, et al. International comparability of patient safety indicators in 15
OECD member countries: a methodological ap…
-
psnet.ahrq.gov/node/43946/psn-pdf
May 28, 2015 - Development and measurement of perioperative patient
safety indicators.
May 28, 2015
Emond YE, Stienen JJ, Wollersheim HC, et al. Development and measurement of perioperative patient
safety indicators. Br J Anaesth. 2015;114(6):963-72. doi:10.1093/bja/aeu561.
https://psnet.ahrq.gov/issue/development-and-measuremen…
-
psnet.ahrq.gov/node/40890/psn-pdf
December 15, 2011 - Validating the Patient Safety Indicators in the Veterans
Health Administration: do they accurately identify true
safety events?
December 15, 2011
Rosen AK, Itani KMF, Cevasco M, et al. Validating the Patient Safety Indicators in the Veterans Health
Administration. Med Care. 2011;50(1). doi:10.1097/mlr.0b013e318229…
-
psnet.ahrq.gov/node/36246/psn-pdf
October 21, 2010 - Tracking rates of patient safety indicators over time:
lessons from the Veterans Administration.
October 21, 2010
Rosen AK, Zhao S, Rivard PE, et al. Tracking rates of Patient Safety Indicators over time: lessons from the
Veterans Administration. Med Care. 2006;44(9):850-61.
https://psnet.ahrq.gov/issue/tracking-r…
-
psnet.ahrq.gov/node/38199/psn-pdf
March 03, 2011 - Patient safety indicators for England from hospital
administrative data: case-control analysis and
comparison with US data.
March 3, 2011
Raleigh VS, Cooper J, Bremner SA, et al. Patient safety indicators for England from hospital administrative
data: case-control analysis and comparison with US data. BMJ. 2008;33…
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www.ahrq.gov/sites/default/files/wysiwyg/professionals/systems/hospital/qitoolkit/pdi/d7_pdi_implementationmeasurement.pdf
January 01, 2016 - Implementation Measurement
Pediatric Toolkit for Using the AHRQ Quality Indicators
How To Improve Hospital Quality and Safety
i Tool D.7
Implementation Measurement
What is the purpose of this tool? The purpose of the implementation measurement tool is to
provide a format in which you can determine if best…
-
www.ahrq.gov/sites/default/files/wysiwyg/professionals/systems/hospital/qitoolkit/combined/d7_combo_implementationmeasurement.pdf
January 01, 2016 - Implementation Measurement
Toolkit for Using the AHRQ Quality Indicators
How To Improve Hospital Quality and Safety
i Tool D.7
Implementation Measurement
What is the purpose of this tool? The purpose of the implementation measurement tool is to
provide a format in which you can determine if best practice …
-
psnet.ahrq.gov/node/48098/psn-pdf
July 10, 2019 - How often do prescribers include indications in drug
orders? Analysis of 4 million outpatient prescriptions.
July 10, 2019
Salazar A, Karmiy SJ, Forsythe KJ, et al. How often do prescribers include indications in drug orders?
Analysis of 4 million outpatient prescriptions. Am J Health Syst Pharm. 2019;76(13):970-97…
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hcup-us.ahrq.gov/db/nation/nis/tools/stats/MaskedStats_NIS_2021_Core_Weighted.PDF
January 01, 2021 - 90.00 49.8089 0.1974 1,660,252,156 15,723,435.65
AGE_NEONATE Neonatal age (first 28 days after
birth) indicator … Elective versus non-elective
admission
6,656,852 0.00 1.00 0.1719 0.0019 5,721,299 85,098.48
FEMALE Indicator … 6,664,205 0.00 1.00 0.5510 0.0011 18,359,369 172,330.94
HCUP_ED HCUP Emergency Department
service indicator … 6,666,752 0.00 3.00 0.1049 0.0015 3,496,437 64,334.42
I10_DELIVERY ICD-10-CM Delivery Indicator 6,666,752 … 6,630,247 0.00 2.00 0.1422 0.0024 4,713,913 89,084.74
TRAN_OUT Transfer out indicator 6,665,003 0.00
-
hcup-us.ahrq.gov/db/nation/nis/tools/stats/MaskedStats_NIS_2022_Core_Weighted.PDF
January 01, 2022 - 90.00 50.0011 0.2090 1,644,238,391 15,726,149.12
AGE_NEONATE Neonatal age (first 28 days after birth)
indicator … Statistics
Variable Label N Minimum Maximum Mean
Std Error
of Mean Sum
Std Error
of Sum
FEMALE Indicator … 6,576,958 0.00 1.00 0.5537 0.0011 18,208,318 172,722.69
HCUP_ED HCUP Emergency Department service
indicator … 6,578,372 0.00 3.00 0.1065 0.0016 3,501,890 64,772.00
I10_DELIVERY ICD-10-CM Delivery Indicator 6,578,372 … 6,539,100 0.00 2.00 0.1440 0.0023 4,709,198 85,248.60
TRAN_OUT Transfer out indicator 6,576,586 0.00
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hcup-us.ahrq.gov/db/nation/nis/tools/stats/MaskedStats_NIS_2019_Core_Weighted_V2.PDF
January 01, 2019 - 90.00 50.15 0.20 1,776,075,884 16,571,948.24
AGE_NEONATE Neonatal age (first 28 days after birth)
indicator … Statistics
Variable Label N Minimum Maximum Mean
Std Error
of Mean Sum
Std Error
of Sum
FEMALE Indicator … sex 7,082,666 0.00 1.00 0.56 0.00 19,771,423 181,267.57
HCUP_ED HCUP Emergency Department service
indicator … 7,083,805 0.00 3.00 0.10 0.00 3,581,684 64,815.92
I10_DELIVERY ICD-10-CM Delivery Indicator 7,083,805 … 7,050,953 0.00 2.00 0.14 0.00 4,880,789 94,140.18
TRAN_OUT Transfer out indicator 7,081,655 0.00 2.00
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hcup-us.ahrq.gov/db/nation/nis/tools/stats/MaskedStats_NIS_2020_Core_Weighted_V2.PDF
January 01, 2020 - 0.0000 90.0000 49.859791 0.189372 1,613,190,955
AGE_NEONATE Neonatal age (first 28 days after birth) indicator … Elective versus non-elective admission 6,464,083 0.0000 1.0000 0.182890 0.001944 5,911,069
FEMALE Indicator … sex 6,470,113 0.0000 1.0000 0.551609 0.001087 17,844,866
HCUP_ED HCUP Emergency Department service indicator … Division of hospital 6,471,165 1.0000 9.0000 5.098929 0.021028 164,980,078
I10_BIRTH ICD-10-CM Birth Indicator … 6,471,165 0.0000 3.0000 0.106878 0.001545 3,458,126
I10_DELIVERY ICD-10-CM Delivery Indicator 6,471,165
-
psnet.ahrq.gov/node/48074/psn-pdf
August 14, 2019 - Identifying potential prescribing safety indicators related
to mental health disorders and medications: a systematic
review.
August 14, 2019
Khawagi WY, Steinke DT, Nguyen J, et al. Identifying potential prescribing safety indicators related to
mental health disorders and medications: A systematic review. PLoS One…
-
hcup-us.ahrq.gov/reports/methods/2015-05_public.pdf
January 01, 2015 - Sometimes the data include multiple flags for the different types of outpatient services
(one indicator … for ED, one indicator for AS, one indicator for OS, etc … For example if the indicator is set based on a hierarchy of ED services and then
OS services, a record