-
hcup-us.ahrq.gov/reports/ED_MHSA_SOIpaper.pdf
June 10, 2011 - For example, hospital administrative
discharge abstracts or medical records typically do not capture … We also wanted to test the classification’s predictive validity. … admissions and repeat ED visits for those who use
the ED at least once during the year provides a test … model insurance policies which were
historically written to limit payers’ liability for emergency medical … depression in UK general
practice in relation to scores on depression severity questionnaires: analysis of medical
-
hcup-us.ahrq.gov/reports/SOI.jsp
June 01, 2016 - For example, hospital administrative discharge abstracts or medical records typically do not capture … We also wanted to test the classification's predictive validity. … based on healthcare utilization, outcomes could not be defined relative to the entire population to test … , model insurance policies which were historically written to limit payers' liability for emergency medical … depression in UK general practice in relation to scores on depression severity questionnaires: analysis of medical
-
hcup-us.ahrq.gov/db/state/sasddist/Introduction_to_SASD.pdf
January 01, 2025 - tests, there are five records in the Charges file
with information on the charge for each laboratory test … tests, there are five records in the Charges file
with information on the charge for each laboratory test … separated into two sets of files based on the discharge date because of the
transition from reporting medical … tests, there are five records in the Charges file
with information on the charge for each laboratory test … tests, there are five records in the Charges file
with information on the charge for each laboratory test
-
hcup-us.ahrq.gov/db/nation/neds/stats/NEDS_2006_MaskedStats_Core.PDF
January 01, 2006 - : Complication of device; implant or graft 96798 0.37
238: Complications of surgical procedures or medical … care 162897 0.63
2617: E Codes: Adverse effects of medical drugs 320267 1.23
2618: E Codes: Other … Variance 1.79183
Mode 3.824873 Range 25.11514
Interquartile Range 0.63337
Tests for Location: Mu0=0
Test … Variance 591.14140
Mode 0.00000 Range 124.00000
Interquartile Range 35.00000
Tests for Location: Mu0=0
Test … 759.000 Variance 3640658
Mode 240.000 Range 49965
Interquartile Range 1146
Tests for Location: Mu0=0
Test
-
hcup-us.ahrq.gov/db/nation/neds/stats/NEDS_2006v2_MaskedStats_Core.PDF
April 08, 2010 - : Complication of device; implant or graft 98402 0.38
238: Complications of surgical procedures or medical … care 168153 0.65
2617: E Codes: Adverse effects of medical drugs 316341 1.23
2618: E Codes: Other … Variance 1.82172
Mode 2.959860 Range 25.17007
Interquartile Range 0.89619
Tests for Location: Mu0=0
Test … Variance 598.29681
Mode 0.00000 Range 124.00000
Interquartile Range 36.00000
Tests for Location: Mu0=0
Test … 753.000 Variance 3697702
Mode 148.000 Range 49963
Interquartile Range 1128
Tests for Location: Mu0=0
Test
-
hcup-us.ahrq.gov/db/state/sasddist/SASD_Introduction.jsp
June 01, 2022 - tests, there are five records in the Charges file with information on the charge for each laboratory test … tests, there are five records in the Charges file with information on the charge for each laboratory test … separated into two sets of files based on the discharge date because of the transition from reporting medical … tests, there are five records in the Charges file with information on the charge for each laboratory test … tests, there are five records in the Charges file with information on the charge for each laboratory test
-
hcup-us.ahrq.gov/db/nation/nis/reports/2003niscomparisonrpt.jsp
May 01, 2016 - Medical Coding and Edits
The medical information that was recorded manually on the sample patient abstracts … Has Managed Care Affected the Availability of Medical Technology? … NIS-NHDS Comparisons
For each NIS-NHDS comparison, a statistical test determined whether the NIS and … For most comparisons of discharge proportions, the test revealed few meaningful differences. … Has Managed Care Affected the Availability of Medical Technology?
-
hcup-us.ahrq.gov/db/vars/dxn/kidnote.jsp
September 01, 2008 - outpatient databases, the first listed diagnosis is the condition, symptom, or problem identified in the medical … California
HIV Test Result Diagnoses
California law prohibits the release of HIV test results in … Therefore, records that include certain ICD-9-CM codes that indicate HIV test results were not included … have been due to a practice in California that actively discourages the reporting of codes for HIV test
-
hcup-us.ahrq.gov/reports/methods/Comparison_Report_NIS21993Final.pdf
April 03, 1997 - short-stay U.S.
hospitals (hospitals with an average length of stay under 30 days), general-
specialty (medical … For each statistic, a test was performed to determine whether a difference was statistically
significant … Tests of Statistical Significance
To test for a statistically significant difference between an NIS … The same significance test was applied to comparisons between the NIS and MedPAR
estimates. … short-stay hospitals
(hospitals with an average length of stay
of less than 30 days), general-specialty
(medical
-
hcup-us.ahrq.gov/reports/methods/2006_9.pdf
January 01, 2006 - HCUP (12/1/2006) 10 Final NIS Comparison Report, 2003
Medical Coding and Edits
The medical information … Has Managed Care Affected the Availability of Medical Technology? … NIS-NHDS Comparisons
For each NIS-NHDS comparison, a statistical test determined whether the NIS and … For most comparisons of discharge proportions, the test revealed few
meaningful differences. … Has Managed Care Affected the Availability of Medical Technology?
-
hcup-us.ahrq.gov/datainnovations/ICD10Imp_Romano_NAHDO_October2016.pdf
October 27, 2016 - uncertain
– 88% of records from 4 hospitals
– April-October 2013
• University of California Davis Medical … Center
– 5,167 dual coded records from 1 urban academic medical
center (627 beds; 78,800 ED visits … (e.g., ATYPE)
• WA: POA not reported, treated as “missing”
• AHRQ QI software
– Version 5 (alpha test … 26
Acknowledgments and questions
• Data from Washington State Dept. of Health and UC
Davis Medical
-
hcup-us.ahrq.gov/reports/methods/2010_05.pdf
January 01, 2010 - Hypothesis tests
In the regression example, suppose the analyst wanted to test the (null) hypothesis … patients, then the analyst should calculate a standard error and perform a
statistical significance test … Journal of the American Medical
Association 303, 1288-1294.
-
hcup-us.ahrq.gov/datainnovations/raceethnicitytoolkit/nm3.jsp
July 01, 2014 - DATA QUERY TOOLS
Pre-Intervention Survey of Hospital Staff
PRE TEST … important because racial and ethnic disparities in healthcare are measurable differences in the range of medical
-
hcup-us.ahrq.gov/reports/statbriefs/sb144.pdf
August 01, 2011 - Although discharges against medical advice accounted for only 1 percent of all stays, they increased … Together, Medicaid and
uninsured stays accounted for over half of discharges against medical advice … Medicare was the second most common primary payer for discharges against medical advice (28 percent … Private insurance
was the fourth most common payer for discharges against medical advice (16 percent … Distribution of discharges against medical advice and all other
hospital stays by payer, 2010
-
hcup-us.ahrq.gov/reports/methods/2003_05.pdf
January 01, 2003 - research on a broad range of health policy issues, including cost and quality of health
services, medical … started with the following QI
software versions: PQI Version 2.1, IQI Version 2.1, and PSI (beta test … Also included are public hospitals and academic medical centers. … HI, MO, TN, UT
1997 – 2000 KY, ME, NC, TX, VA, WV
We calculated QI rates using two methods to test … We calculated the test statistic and (two-sided) p-value:
)Prob(*2
2
2
2
1
21
tZp
SESE
RRt
>
-
hcup-us.ahrq.gov/db/nation/neds/stats/NEDS_2007v2_MaskedStats_Core.PDF
April 09, 2010 - 1.11
5: Transfer: other type of facility 307,938 1.16
6: Home health care 122,781 0.46
7: Against medical … care 192,919 0.72
2617: E Codes: Adverse effects of medical drugs 342,739 1.29
2618: E Codes: Other … Variance 1.95593
Mode 3.574315 Range 26.49940
Interquartile Range 1.40713
Tests for Location: Mu0=0
Test … Variance 597.75451
Mode 0.00000 Range 124.00000
Interquartile Range 36.00000
Tests for Location: Mu0=0
Test … 833.000 Variance 4664441
Mode 315.000 Range 74833
Interquartile Range 1233
Tests for Location: Mu0=0
Test
-
hcup-us.ahrq.gov/db/nation/neds/stats/NEDS_2007_MaskedStats_Core.PDF
January 01, 2007 - 1.10
5: Transfer: other type of facility 301,121 1.12
6: Home health care 86,342 0.32
7: Against medical … care 197,051 0.73
2617: E Codes: Adverse effects of medical drugs 335,415 1.24
2618: E Codes: Other … Variance 1.85541
Mode 3.990389 Range 26.49940
Interquartile Range 1.40713
Tests for Location: Mu0=0
Test … Variance 594.29218
Mode 0.00000 Range 124.00000
Interquartile Range 35.00000
Tests for Location: Mu0=0
Test … 812.000 Variance 4599694
Mode 315.000 Range 74833
Interquartile Range 1217
Tests for Location: Mu0=0
Test
-
hcup-us.ahrq.gov/db/nation/neds/stats/NEDS_2008_MaskedStats_Core.PDF
January 01, 2008 - 1.27
5: Transfer: other type of facility 317,499 1.12
6: Home health care 49,765 0.17
7: Against medical … care 229,040 0.81
2617: E Codes: Adverse effects of medical drugs 404,642 1.42
2618: E Codes: Other … Variance 1.64909
Mode 4.393994 Range 29.26280
Interquartile Range 0.86263
Tests for Location: Mu0=0
Test … Variance 597.23864
Mode 0.00000 Range 123.00000
Interquartile Range 35.00000
Tests for Location: Mu0=0
Test … 949.000 Variance 6172584
Mode 778.000 Range 74900
Interquartile Range 1392
Tests for Location: Mu0=0
Test
-
hcup-us.ahrq.gov/db/nation/nis/reports/2002niscomparisonrpt.jsp
June 01, 2016 - Medical Coding and Edits
The medical information that was recorded manually on the sample patient abstracts … Has Managed Care Affected the Availability of Medical Technology? … NIS-NHDS Comparisons
For each NIS-NHDS comparison, a statistical test determined whether the NIS and … For most comparisons of discharge proportions, the test revealed few meaningful differences. … Has Managed Care Affected the Availability of Medical Technology?
-
hcup-us.ahrq.gov/db/vars/dxn/nisnote.jsp
September 01, 2008 - outpatient databases, the first listed diagnosis is the condition, symptom, or problem identified in the medical … California
HIV Test Result Diagnoses
California law prohibits the release of HIV test results in … Therefore, records that include certain ICD-9-CM codes that indicate HIV test results were not included … have been due to a practice in California that actively discourages the reporting of codes for HIV test