[ROWS] 3319
[FIELDS] 9
[MODIFIED] 2020-12-08
[PERIODICITY] Annually [R/P1Y]
[TEMPORAL] 2015-01-01 • 2016-12-31
[DICTIONARY] https://data.cms.gov/resources/agency-for-healthcare-research-and-quality-ahrq-patient-safety-indicator-11-psi-11-measure-rates-data-dictionary
[SITE] https://data.cms.gov/quality-of-care/agency-for-healthcare-research-and-quality-ahrq-patient-safety-indicator-11-psi-11-measure-rates
[REFERENCES] https://data.cms.gov/sites/default/files/2020-09/Agency%20for%20Healthcare%20Research%20and%20Quality%20%28AHRQ%29%20Patient%20Safety%20Indicator%2011%20%28PSI-11%29%20Measure%20Rates%20Methodology_0.pdf
[RESOURCES] https://data.cms.gov/data-api/v1/dataset-resources/7cf9662e-7c5c-4fe0-a8c6-828edf81a23c
[DOWNLOAD] https://data.cms.gov/sites/default/files/2020-09/Provider-Level_Measure_Rates_for_AHRQ_Patient_Safety_Indicator_11__PSI-11___-_2016.csv
12 AHRQ PSI-11 Rates
The Agency for Healthcare Research and Quality (AHRQ) Patient Safety Indicator 11 (PSI-11) Measure Rates dataset provides information on provider-level measure rates regarding one preventable complication (Postoperative Respiratory Failure) for Medicare Fee-For-Service discharges.
The PSI-11 measure data are solely reported for providers’ information and quality improvement purposes and are not a part of the Deficit Reduction Act (DRA), Hospital-Acquired Condition (HAC) Payment Provision or HAC Reduction Program.
Metadata
Resources
[CSV] 199.6K 2016 AHRQ PSI-11 Measure Rates
[PDF] 257.6K 2016 AHRQ PSI-11 Measure Rates Methodology
[PDF] 91.8K 2016 AHRQ PSI-11 Measure Rates Data Dictionary
Dictionary
1 HOSP_ID: Provider's CCN.
2 ADM_DISC: Provider's number of eligible discharges used for PSI-11 measure calculations.
3 RATE: Provider's PSI-11 smoothed measure rate (per 1k discharges).
4 INTERVAL_LOWER_LIMIT: 95% confidence interval lower limit surrounding provider's smoothed measure rate.
5 INTERVAL_HIGHER_LIMIT: 95% confidence interval upper limit surrounding provider's smoothed measure rate.
6 START_QUARTER: First quarter of PSI-11 measure's performance period.
7 START_DATE: First date of PSI-11 measure's performance period.
8 END_QUARTER: Last quarter of PSI-11 measure's performance period.
9 END_DATE: Last date of PSI-11 measure's performance period.
Data
# A tibble: 3,018 × 9
HOSP_ID ADM_DISC RATE INTERVAL_LOWER_LIMIT INTERVAL_HIGHER_LIMIT
, START_DATE ,
# END_QUARTER , END_DATE
obs: 3018
cols: 9
----- Numeric -----
col n_missng p_complt n_unique mean p0 p25 p50 p75
1 ADM_DISC 0 1 1395 711.18 3 131.25 395 957
2 RATE 0 1 1347 13.56 2.13 10.57 12.92 15.79
3 INTERVAL_LOWER 0 1 1196 4.93 0 0.32 3.77 7.77
4 INTERVAL_HIGHE 0 1 1516 22.41 6.43 19.05 22.49 25.8
p100 iqr sd hist
1 11795 825.75 894.13 ▇▁▁▁▁
2 39.1 5.22 4.44 ▂▇▂▁▁
3 35.3 7.45 5.12 ▇▂▁▁▁
4 45.4 6.74 5.01 ▁▇▇▁▁
----- Dates -----
col n_missng p_complt n_unique min max
1 START_DATE 0 1 1 2013-07-01 2013-07-01
2 END_DATE 0 1 1 2015-06-30 2015-06-30
----- Categorical -----
col n_missng p_complt n_unique n_levels min max
1 HOSP_ID 0 1 3018 NA 010001 670106
2 START_QUARTER 0 1 1 NA 3Q2013 3Q2013
3 END_QUARTER 0 1 1 NA 2Q2015 2Q2015
Distribution
Variable | Median | MAD | Mean | SD | IQR
------------------------------------------------------------------
ADM_DISC | 395.00 | 469.98 | 711.18 | 894.13 | 826.25
RATE | 12.92 | 3.74 | 13.56 | 4.44 | 5.22
INTERVAL_LOWER_LIMIT | 3.77 | 5.29 | 4.93 | 5.12 | 7.46
INTERVAL_HIGHER_LIMIT | 22.49 | 4.97 | 22.41 | 5.01 | 6.75
Variable | Range | Skewness | Kurtosis | n | n_Missing
---------------------------------------------------------------------------------
ADM_DISC | [3.00, 11795.00] | 2.92 | 15.11 | 3018 | 0
RATE | [2.13, 39.08] | 1.11 | 2.31 | 3018 | 0
INTERVAL_LOWER_LIMIT | [0.00, 35.29] | 1.30 | 1.92 | 3018 | 0
INTERVAL_HIGHER_LIMIT | [6.43, 45.37] | 0.20 | 0.46 | 3018 | 0
