[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
11 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
<https://data.cms.gov/sites/default/files/2020-09/Provider-Level_Measure_Rates_for_AHRQ_Patient_Safety_Indicator_11__PSI-11___-_2016.csv>
[PDF] 257.6K 2016 AHRQ PSI-11 Measure Rates Methodology
<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>
[PDF] 91.8K 2016 AHRQ PSI-11 Measure Rates Data Dictionary
<https://data.cms.gov/sites/default/files/2020-12/Data-Dictionary_New-Content-Entry_07312020_DPS_Ha%20Edits_08_19_2020_0.pdf>
Dictionary
HOSP_ID
Provider's CCN (6-digit format).
ADM_DISC
Provider's number of eligible discharges used for
PSI-11 measure calculations.
RATE
Provider's PSI-11 smoothed measure rate (per 1k
discharges).
INTERVAL_LOWER_LIMIT
95% confidence interval lower limit surrounding
provider's smoothed measure rate.
INTERVAL_HIGHER_LIMIT
95% confidence interval upper limit surrounding
provider's smoothed measure rate.
START_QUARTER
First quarter of PSI-11 measure's performance
period.
START_DATE
First date of PSI-11 measure's performance period.
END_QUARTER
Last quarter of PSI-11 measure's performance
period.
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
1 010001 1763 9.86 5.23 14.5
2 010005 218 17.6 8 27.2
3 010007 57 11.4 0 23.4
4 010011 791 15.4 7.98 22.9
5 010012 127 9.61 0 19.6
6 010016 629 11.7 5.32 18.1
7 010018 30 9.22 0 20.1
8 010019 5 13.6 0.42 26.8
9 010021 139 24.1 13.8 34.4
10 010022 4 13.3 0.28 26.4
# ℹ 3,008 more rows
# ℹ 4 more variables: START_QUARTER , START_DATE ,
# END_QUARTER , END_DATE
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