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1. APPENDIX A. Major Diagnostic Categories, Clinical Coding, and Outcomes for Healthcare-Associated Infections (pdf file)
   hcup-us.ahrq.gov/reports/statbriefs/sb313-prevalence-burden-HAIs-2016-2021-appendix.pdf
   January 01, 2021 - System (MDC 5) With any examined HAI 17.0 15.0 $56,752 Without any examined HAI 3.0 2.5 $10,849 … examined HAI 17.0 16.3 $49,709 Without any examined HAI 4.0 3.5 $8,411 Diseases & Disorders of the … Digestive System (MDC 6) With any examined HAI 15.0 8.0 $37,889 Without any examined HAI 3.0 1.4 … System (MDC 5) With any examined HAI 27.0 32.4 $88,148 Without any examined HAI 4.0 7.7 $12,098 … examined HAI 28.0 49.9 $101,629 Without any examined HAI 5.0 10.8 $11,667 Diseases & Disorders of

2. Prevalence and Burden of Healthcare-Associated Infections (HAIs), 2016–2021 (pdf file)
   hcup-us.ahrq.gov/reports/statbriefs/sb313-prevalence-burden-HAIs-2016-2021.pdf
   January 01, 2021 - ■ In 2020 and 2021, the rates of inpatient stays with three examined HAIs increased. … ■ In 2019 and 2021, inpatient stays with any of the five examined HAIs (central line-associated … Only the top five MDCs among adult inpatient stays with any examined HAI in 2019 are included in the … ■ Comparing inpatient stays with and without any examined HAI, findings for median length of stay … included: • In 2019, inpatient stays with any examined HAI had a median length of stay that was up

3. Citations for HCUP Databases and Tools
   hcup-us.ahrq.gov/tech_assist/citations.jsp
   April 01, 2021 - Nationwide Inpatient Sample (NIS) prior to 2012 data: The study examined regional cost differences … Nationwide Emergency Department Sample (NEDS): The study examined emergency department visits for … Nationwide Ambulatory Surgery Sample (NASS): The study examined the 10 most common major ambulator … Nationwide Readmissions Database (NRD): The study examined 30-day all-cause readmissions for patients … State Inpatient Databases (SID): The study examined hospital stays of Hispanic and non-Hispanic white

4. HCUPAnalysisICD10Readmissions (pdf file)
   hcup-us.ahrq.gov/db/nation/nrd/HCUPAnalysisICD10Readmissions.pdf
   June 12, 2020 - This report describes the methodology and findings of an analysis that examined the impact of the transition … Additionally, the potential impact of fiscal year (FY) coding changes in ICD-10-CM/PCS were examined … • First, 30-day all-cause readmission rates were examined for both stable and unstable index stays. … condition-specific readmission rates, defined as the same DRG category or MDC at readmission, were examined … Q1–Q3 of 2017 Across the two condition domains of DRG and MDC, 30-day all-cause readmissions were examined

5. COVID-19-related changes in hospitalizations and in-hospital deaths for patients from rural areas (pdf file)
   hcup-us.ahrq.gov/reports/statbriefs/sb295-COVID-19-RuralHosptl.pdf
   December 01, 2020 - ■ On average, the number of all hospitalizations for patients from rural areas in the 29 States examined … hospitalizations), while examined States in the West had a decrease of 10.9 percent (from 199,700 to … States in the Northeast to 8.0 percent among examined States in the South. … The percentage of COVID-19-related hospitalizations for patients from rural areas in the 29 examined … Among examined States in the South, 30.3 percent of in- hospital deaths for patients from rural areas

6. COVID-19-related changes in hospitalizations and in-hospital deaths for patients from urban areas (pdf file)
   hcup-us.ahrq.gov/reports/statbriefs/sb294-COVID-19-UrbanHosptl.pdf
   December 01, 2020 - Examined States in the Northeast had an 18.0 percent decrease in hospitalizations (from 3.7 to 3.1 million … States in the West to 7.2 percent among examined States in the Midwest. … The percentage of COVID-19-related hospitalizations for patients from urban areas in the 29 examined … , ranging from a 33.8 percent increase among examined States in the West (from 73,600 to 98,500 deaths … ) to a 40.4 percent increase among examined States in the Midwest (from 76,900 to 108,000 deaths).

7. Hospital Differences in Adult Inpatient Stays with Healthcare-Associated Infections, 2019 and 2021 (pdf file)
   hcup-us.ahrq.gov/reports/statbriefs//sb314-hospital-differences-HAIs-2019-2021.pdf
   January 01, 2021 - ■ From 2019 to 2021, rates of all examined healthcare- associated infections combined, central … The rate of any examined HAI per 100,000 adult inpatient stays is based on hospital stays during which … Rate of any examined healthcare-associated infection (HAI) per 100,000 adult inpatient stays, by hospital … ■ From 2019 to 2021, with one exception, the rate of any examined HAI per 100,000 adult inpatient … Number of hospitals by hospital characteristic, 2019 and 2021 Hospital characteristics Any examined

8. Hospital Differences in Adult Inpatient Stays with Healthcare-Associated Infections, 2019 and 2021 (pdf file)
   hcup-us.ahrq.gov/reports/statbriefs/sb314-hospital-differences-HAIs-2019-2021.pdf
   January 01, 2021 - ■ From 2019 to 2021, rates of all examined healthcare- associated infections combined, central … The rate of any examined HAI per 100,000 adult inpatient stays is based on hospital stays during which … Rate of any examined healthcare-associated infection (HAI) per 100,000 adult inpatient stays, by hospital … ■ From 2019 to 2021, with one exception, the rate of any examined HAI per 100,000 adult inpatient … Number of hospitals by hospital characteristic, 2019 and 2021 Hospital characteristics Any examined

9. Changes in Hospitalizations and In-Hospital Deaths in the Initial Period of the COVID-19 Pandemic (April–December 2020), 29 States (pdf file)
   hcup-us.ahrq.gov/reports/statbriefs/sb290-COVID-19-AllHospital.pdf
   December 01, 2020 - ■ The decrease in the average number of all hospitalizations in the 29 States examined was largest … ■ On average, the number of all-cause in-hospital deaths in the 29 States examined increased 38.5, … States in the West to 7.2 percent among examined States in the South and Midwest. … In-hospital deaths increased 38.6 percent among examined States in the South and 33.0 percent among examined … The rate was 33.8 percent among examined States in the Northeast and 28.5 percent among examined States

10. Healthinsyoungadultscohorts 121120 (pdf file)
    hcup-us.ahrq.gov/reports/HealthInsYoungAdultsCohorts_121120.pdf
    December 11, 2020 - To study the effects of exposure to improved access to insurance we examined shifts in utilization … We examined the payer mix of utilization during and after DCE eligibility. … To test health capital effects, we examined the rates of selected ambulatory-sensitive conditions as … We examined effects before and after the 2014 state insurance expansions. … We examined the impact on population cohorts.

11. HealthInsYoungAdultsCohorts.pdf (pdf file)
    hcup-us.ahrq.gov/reports/HealthInsYoungAdultsCohorts.pdf
    December 11, 2020 - To study the effects of exposure to improved access to insurance we examined shifts in utilization … We examined the payer mix of utilization during and after DCE eligibility. … To test health capital effects, we examined the rates of selected ambulatory-sensitive conditions as … We examined effects before and after the 2014 state insurance expansions. … We examined the impact on population cohorts.

12. Changes in Pediatric Hospitalizations and In-Hospital Deaths in the Initial Period of the COVID-19 Pandemic (April–September 2020), 13 States (pdf file)
    hcup-us.ahrq.gov/reports/statbriefs/sb283-COVID-19-PediatricHosptl.pdf
    August 23, 2021 - ■ Across patient characteristics examined, the percentage of pediatric hospitalizations related to … and those with an expected payer of Medicaid (17 percent decrease), across patient characteristics examined … ■ On average, the number of all pediatric hospitalizations in the 13 States examined decreased 16.7 … , in April–September 2020 compared with the average in April–September 2016–2019 for all 13 States examined … versus the average in April–September 2016–2019 was unchanged or decreased for each of the 13 States examined

13. Changes in Hospitalizations and In-Hospital Deaths for Adults Aged 18–64 Years in the Initial Period of the COVID-19 Pandemic (April–December 2020), 29 States (pdf file)
    hcup-us.ahrq.gov/reports/statbriefs/sb292-COVID-19-Age18to64Hosptl.pdf
    December 01, 2020 - ■ On average, the number of all hospitalizations for adults aged 18–64 years in the 29 States examined … average, the number of all-cause in-hospital deaths among patients aged 18–64 years in the 29 States examined … Examined States in the Northeast had a 17.5 percent decrease in hospitalizations (from 1.9 to 1.6 million … The number of hospitalizations for adults aged 18–64 years in New Jersey had the largest decrease of examined … The percentage of COVID-19-related hospitalizations for adult patients in the 29 examined States ranged

14. sb291-COVID-19-PediatricHosptl (pdf file)
    hcup-us.ahrq.gov/reports/statbriefs/sb291-COVID-19-PediatricHosptl.pdf
    August 23, 2021 - ■ Across patient characteristics examined, the percentage of pediatric hospitalizations related … ■ On average, the number of all pediatric hospitalizations in the 29 States examined decreased 16.7 … Examined States in the Northeast had the largest decrease of 21.4 percent fewer hospitalizations (from … The decrease was largest among examined States in the Northeast (25.0 percent decrease). … Across the 29 examined States, the decrease was largest in New Jersey, where the number of pediatric

15. Observation Status Related to U (pdf file)
    hcup-us.ahrq.gov/reports/methods/FinalReportonObservationStatus_v2Final.pdf
    January 01, 2010 - We also examined the length of stay on outpatient records. … To further understand this phenomenon, we examined whether ADJLOS was greater than or less than R&B … For 0-3 day stays, we examined the percent of visits with observation services and expected all of the … Only five state inpatient databases and four outpatient databases could be examined for observation … Of those examined, variation in use of observation status across hospitals is remarkable and is most

16. Healthcare Cost and Utilization Project (HCUP) KID Notes
    hcup-us.ahrq.gov/db/vars/nachtype/kidnote.jsp
    September 01, 2008 - In these cases, we examined the data and consulted with AHRQ to determine whether or not to set KID_STRATUM

17. Trends in Hospital Readmissions for Four High-Volume Conditions, 2009-2013 (pdf file)
    hcup-us.ahrq.gov/reports/statbriefs/sb196-Readmissions-Trends-High-Volume-Conditions.pdf
    December 01, 2014 - Because all-cause readmissions were examined, readmissions may or may not be related to the primary … Trends in the rate and aggregate cost of readmissions were examined overall and by expected payer of … ■ The total rate of readmission associated with index stays for any of the four conditions examined … However, of the four high-volume conditions examined, pneumonia was the only condition for which the … High-volume conditions The four high-volume conditions examined in this Statistical Brief were identified

18. Statistical Brief #151
    hcup-us.ahrq.gov/reports/statbriefs/sb151.jsp
    March 01, 2013 - The conditions examined for adults aged 18 years and older were related to diabetes, circulatory diseases … The conditions examined for children younger than 18 years were diabetes, asthma, gastroenteritis, and … Findings For the conditions examined here, the number of potentially preventable hospital admissions

19. Trends in Hospital Readmissions for Four High-Volume Conditions, 2009-2013 #196
    hcup-us.ahrq.gov/reports/statbriefs/sb196-Readmissions-Trends-High-Volume-Conditions.jsp
    November 01, 2015 - Because all-cause readmissions were examined, readmissions may or may not be related to the primary reason … Trends in the rate and aggregate cost of readmissions were examined overall and by expected payer of … The total rate of readmission associated with index stays for any of the four conditions examined decreased … However, of the four high-volume conditions examined, pneumonia was the only condition for which the … High-volume conditions The four high-volume conditions examined in this Statistical Brief were identified

20. Statistical Brief #151: Trends in Potentially Preventable Hospital Admissions among Adults and Children, 2005-2010 (pdf file)
    hcup-us.ahrq.gov/reports/statbriefs/sb151.pdf
    August 01, 2011 - The conditions examined for adults aged 18 years and older were related to diabetes, circulatory diseases … The conditions examined for children younger than 18 years were diabetes, asthma, gastroenteritis, and … Findings For the conditions examined here, the number of potentially preventable hospital admissions