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psnet.ahrq.gov/issue/magnitude-and-modifiers-weekend-effect-hospital-admissions-systematic-review-and-meta
November 25, 2020 - December 30, 2014
Using snowball sampling method with nurses to understand medication
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psnet.ahrq.gov/issue/supporting-carers-improve-patient-safety-and-maintain-their-well-being-transitions-mental
May 31, 2023 - May 31, 2023
Using snowball sampling method with nurses to understand medication administration
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hcup-us.ahrq.gov/db/nation/nrd/NRD_Introduction_2010-2014.jsp
January 01, 2014 - DESIGN OF THE NRD
Target Universe
Sampling Frame
Discharge Weights
Post-Stratification for … Return to Introduction
SAMPLING DESIGN OF THE NRD
The NRD was built to facilitate analyses … Sampling Frame
The sampling frame for the NRD was limited to discharges for patients treated at community … All of the discharges in the sampling frame were included making the NRD a sample of convenience. … Variance estimates must take into account both the sampling design and the form of the statistic.
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digital.ahrq.gov/sites/default/files/docs/publication/r36hs018809-valdez-final-report-2012.pdf
January 01, 2012 - Eighteen participants were recruited using maximum variance sampling from two
federally qualified health … Thus, these sites facilitated maximum
variance sampling over the phenomenon of interest (cultural context … Data Sources and Collection
Sampling. … Given the potential burden of the validation exercise,
convenience sampling was used to ensure that … Those selected for study participation (based upon the maximum variance sampling
described above) were
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psnet.ahrq.gov/issue/preanalytical-errors-primary-healthcare-questionnaire-study-information-search-procedures
July 07, 2010 - August 10, 2016
Blood sampling guidelines with focus on patient safety and identification—a
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meps.ahrq.gov/data_files/publications/st518/stat518.pdf
December 01, 2018 - For 2015-16 combined, the MEPS-HC sampling weight was applied to
derive the estimate. … The DCS sampling weight was applied to derive the 2015-16 average annual estimates. … The DCS sampling weight was applied to derive the average annual estimates for 2015-16.
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meps.ahrq.gov/data_files/publications/st487/stat487.shtml
May 01, 2016 - Each estimate that is generated from a probability sample has a measurable precision, or sampling error … To account for sampling error, upper and lower bounds for an estimate can be calculated, called a confidence … For example, a 95 percent confidence interval means that in 95 of 100 instances, the sampling procedure
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hcup-us.ahrq.gov/reports/statbriefs/sb194-Inpatient-Mortality-High-Volume-Conditions.jsp
July 01, 2015 - We did not use the 2012 NIS because the sampling design and universe definition was revised. … It is drawn from a sampling frame that contains hospitals comprising more than 95 percent of all discharges … Over time, the sampling frame for the NIS has changed; thus, the number of States contributing to the … The new sampling strategy is expected to result in more precise estimates than those that resulted from … the previous NIS design by reducing sampling error: for many estimates, confidence intervals under the
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www.ahrq.gov/hai/quality/tools/cauti-ltc/modules/implementation/education-bundles/indwelling-urinary-catheter-use/catheter-insertion/unlicensed-staff/unlicensed-catheter-slides.html
March 01, 2017 - Sampling port must be DISINFECTED before any use
Only STERILE needle/syringe can be used to aspirate
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psnet.ahrq.gov/issue/review-patient-safety-incidents-submitted-critical-care-units-england-wales-uk-national
July 16, 2008 - February 3, 2021
Management of arterial lines and blood sampling in intensive care: a
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psnet.ahrq.gov/issue/implementation-pediatric-rapid-response-team-experience-hospital-sick-children-toronto
September 10, 2014 - April 13, 2016
Management of arterial lines and blood sampling in intensive care: a threat
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psnet.ahrq.gov/issue/prioritising-prevention-medication-handling-errors
October 22, 2008 - February 18, 2009
Using snowball sampling method with nurses to understand medication
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psnet.ahrq.gov/issue/incident-reporting-practices-preanalytical-phase-low-reported-frequencies-primary-health-care
February 18, 2009 - August 10, 2016
Blood sampling guidelines with focus on patient safety and identification—a
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psnet.ahrq.gov/issue/reviewing-deaths-british-and-us-hospitals-study-two-scales-assessing-preventability
April 03, 2019 - April 8, 2020
Using snowball sampling method with nurses to understand medication administration
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meps.ahrq.gov/data_stats/download_data/pufs/h168g/h168gdoc.pdf
July 01, 2016 - Variables derived from CAPI or assigned in sampling are indicated as “CAPI
derived” or “Assigned in … sampling,” respectively;
2. … The variables VARSTR and VARPSU on
this MEPS data file serve to identify the sampling strata and primary … sampling units required by
the variance estimation programs. … PID Person number Assigned in sampling
DUPERSID Person ID (DUID + PID) Assigned in sampling
EVNTIDX
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hcup-us.ahrq.gov/reports/methods/KIDComp1997Final.pdf
March 16, 2001 - So, no changes were made to the Illinois sampling frame due to this restriction. … These
hospitals were excluded from the sampling frame, leaving 75 hospitals in the 1997 frame.
3 … However, the NIS sampling frame was constructed from the subset of universe
hospitals that released … Statistics
calculated from the NHDS do have sampling error. … Sampling Frame 22 states 50 states and the District of Columbia
Sample Design By geographic region,
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hcup-us.ahrq.gov/db/nation/kid/reports/KID_1997_Comparison.pdf
January 01, 1997 - So, no changes were made to the Illinois sampling frame due to this restriction. … These
hospitals were excluded from the sampling frame, leaving 75 hospitals in the 1997 frame. … Statistics
calculated from the NHDS do have sampling error. … The NHDS sampling frame includes very few
specialty hospitals such as psychiatric, maternity, alcohol … Sampling Frame 22 states 50 states and the District of Columbia
Sample Design By geographic region,
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hcup-us.ahrq.gov/reports/statbriefs/sb209-Geographic-Variation-Hospital-Inpatient-Prices.pdf
November 01, 2015 - It is drawn from a sampling frame that contains hospitals
comprising more than 95 percent of all discharges … Over time, the sampling frame for the NIS
has changed; thus, the number of States contributing to the … The new sampling strategy is expected to result in more precise estimates than those that resulted from … the previous NIS design by reducing sampling error: for many estimates, confidence intervals under
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hcup-us.ahrq.gov/reports/statbriefs/sb235-Inpatient-Stays-Age-Payer-Trends.pdf
December 01, 2016 - It is drawn from a sampling frame that contains
hospitals comprising more than 95 percent of all discharges … Over time, the sampling frame
for the NIS has changed; thus, the number of States contributing to the … The new sampling strategy is expected to result in more precise estimates than those that resulted from … the previous NIS design by reducing sampling error: for many estimates, confidence intervals under
-
digital.ahrq.gov/sites/default/files/docs/Health_IT_and_Safety_070910_comp.pdf
July 13, 2010 - AMIA Summit Translational Bioinformatics 2009
Illness, sampling & predictability
Patient stable … Theoretical predictability w.r.t. time (delta-t):
Patient state:
Clinician sampling:
Predictability … Theoretical predictability w.r.t. time (delta-t):
Patient state:
Clinician sampling:
Predictability … quality
Flow Chart
Learning from the Data
Physics of medical records
New Information Tools
Illness, sampling