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41. Adverse Events | Agency for Healthcare Research and Quality
    www.ahrq.gov/research/findings/evidence-based-reports/adverse-events.html
    April 01, 2018 - Univariate and multivariate analyses were performed to empirically evaluate the association between quality … A quality-rating instrument for studies reporting harms was developed based on the results of the analyses … In multivariate analyses, the quality rating assignment remained significant when controlling for other

42. Final Progress Report: Effects of Patient Turnover on Nursing Care and Patient Outcomes in Acute Care Hospital Settings (pdf file)
    www.ahrq.gov/sites/default/files/2024-09/park-report.pdf
    January 01, 2024 - analyses and 694 units in 107 hospitals used for unit-level analyses. … The samples consisted of (a) 1,940 hospitals used for hospital-level analyses (Aims 1 and 3) and (b) … 694 units in 107 hospitals used for unit-level analyses (Aims 1 to 3). … We performed hospital- and unit-level analyses. … The hospital-level analyses were based on data from 1,940 hospitals, whereas the unit-level analyses

43. Behavioral Programs for Diabetes Mellitus | Agency for Healthcare Research and Quality
    www.ahrq.gov/research/findings/evidence-based-reports/er221-abstract.html
    April 01, 2018 - For T1DM, we conducted pairwise meta-analysis to assess program effectiveness; subgroup analyses to examine … direct and indirect comparisons) to assess potential moderation of program effectiveness, and subgroup analyses … In subgroup analyses, results for reduced HbA 1c favored participants with suboptimal baseline glycemic … For T2DM, our analyses showed limited benefit in glycemic control from DSME programs offering ≤10 hours

44. Conclusions | Agency for Healthcare Research and Quality
    www.ahrq.gov/hai/cusp/cauti-interim/cauti-interim5.html
    July 01, 2013 - Continued analyses and ongoing data collection efforts will provide a further understanding of the effect … increase sample size, increase data submission, target additional interventions, and expand future analyses … Return to Contents Expand Future Analyses and Dissemination of Findings As participation continues … to increase, future analyses will examine the effect of independent, explanatory variables on CAUTI … Future analyses will also assess unit teamwork and communication within units utilizing the AHRQ Hospital

45. SOPS® Database De-Identified Data Research Abstract Form (pdf file)
    www.ahrq.gov/sites/default/files/wysiwyg/sops/surveys/2024-sops-deidentified-data-research-abstract-example.pdf
    January 01, 2024 - De-identified Research Abstract Form Last Updated: April 2024 2 Methodology [Specify measures and proposed analyses … De-identified Research Abstract Form Last Updated: April 2024 3 Survey and Database Year(s) Needed for Analyses … Pharmacy 2019 Apr. 2014 – Sept. 2018 331 2,157 Select the survey and database year(s) for your analyses … item set dataset and database year(s) if you are requesting supplemental item set data for your analyses

46. Data Evaluation of All-Payer Claims Databases | Agency for Healthcare Research and Quality
    www.ahrq.gov/data/apcd/backgroundrpt/data.html
    April 01, 2017 - These data were used to conduct preliminary analyses. i The focus of the assessment was on tables and … Provide insight into future analyses that will further validate these data for use in measure construction … The analyses were conducted and are reported in accordance with each State's Data Use Agreement. … Detailed data analyses were available to AHRQ and researchers to construct recommendations for future … The analyses were intended as a high-level overview of the existing, unmanipulated APCDs.

47. Mixed Methods Analysis of Medical Error Event Reports: A Report from the ASIPS Collaborative (pdf file)
    www.ahrq.gov/sites/default/files/wysiwyg/professionals/quality-patient-safety/patient-safety-resources/resources/advances-in-patient-safety/vol2/Harris.pdf
    June 30, 2004 - We applied two strategies for coding data for subsequent analyses. … We used these codes primarily as input into quantitative analyses. … We used results from these qualitative analyses to significantly revise the Advances in Patient Safety … Our hierarchical taxonomy allowed successive quantitative analyses at successively deeper levels of … We recommend conducting quantitative analyses to aid this process.

48. Final Progress Report: Quality of bag mask ventilation in critically ill children (pdf file)
    www.ahrq.gov/sites/default/files/2024-05/nishisaki-report.pdf
    January 01, 2024 - After the procedure, BMV quality data are downloaded from RFM for further analyses. … Data analyses For our specific aim 1: To characterize key modifiable components of BMV quality during … The brain tissue oxygen saturation data analyses are ongoing. … Conclusion Our preliminary analyses of the data suggested the poor quality of BMV is pervasive and may … The completion of full data analyses will further quantify the safety gap in the current pediatric ICU

49. Protocol - Continuous Positive Airway Pressure Treatment for Obstructive Sleep Apnea in Medicare Eligible Patients (pdf file)
    www.ahrq.gov/sites/default/files/wysiwyg/research/findings/ta/topicrefinement/sleep-apnea-protocol.pdf
    June 09, 2020 - 90% or other cutoffs, electrophysiologic signal analysis metrics such as time and frequency domain analyses … We will extract, summarize, and analyze within-study analyses (such as subgroup or regression analyses … ) and across-study analyses as data allow. … We will summarize reported analyses of potential mediators of effects (e.g., subgroup analyses), but … For all analyses, we will conduct sensitivity analyses, as feasible, based on features such as study

50. Data Resources | Agency for Healthcare Research and Quality
    www.ahrq.gov/data/resources/index.html?page=3
    monthly insurance indicators, experience with public plans, and more can be downloaded for further analyses … Using this measure, analyses can be performed on obesity issues. … services, expenses, and previous health insurance coverage can be downloaded from data files for further analyses

51. Conclusion and Future Directions | Agency for Healthcare Research and Quality
    www.ahrq.gov/data/apcd/backgroundrpt/conclusion.html
    April 01, 2017 - Additional and detailed data analyses are required before the full assessment of APCD-based measures … These analyses should first focus on key data elements stratified by claim type. … Aside from measure analyses, the continued efforts to improve documentation will provide a record of

52. Chapter 2. ST-PRA Development | Agency for Healthcare Research and Quality
    www.ahrq.gov/research/findings/final-reports/stpra/stpra2.html
    April 01, 2018 - For these analyses, we used the State Emergency Department Databases (SEDD) from AHRQ's HCUP family of … The results of the data analyses for the California 2008 SASD are included in Appendix B and are being … This estimate was then considered the anchor estimate for the sensitivity analyses, which examined the … If the same contributors are identified after the sensitivity analyses, the model's integrity can be … Exhibit 10 displays the probability variations considered in the sensitivity analyses.

53. Network of Patient Safety Databases Falls Chartbook, 2023 (pdf file)
    www.ahrq.gov/sites/default/files/wysiwyg/npsd/data/npsd-falls-chartbook-2023.pdf
    January 01, 2023 - • Descriptive analyses of patient safety concerns in the NPSD highlight potential issues worthy … Details on the different types of analyses available in the NPSD can be found in the Generic Patient … In that spirit, moving forward NPSD Chartbooks will separate event-specific analyses from analyses … Previous analyses provided descriptive snapshots that are useful for quick reference. … Important information for the analyses below is provided in the Technical Notes in Appendix A.

54. An Overview of the SOPS® Surveys for New Users - Kirchner (pdf file)
    www.ahrq.gov/sites/default/files/wysiwyg/sops/events/webinar/5-sops101-webcast-2023-kirchner.pdf
    January 01, 2023 - 22)  Medical Offices (20)  Community Pharmacies (8)  Ambulatory Surgery Centers (2) Topics  Analyses … Analysis Linking the Survey to Outcomes (66)  Improving Patient Safety Culture (62)  Psychometric Analyses

55. Organizational Climate, Stress, and Error in Primary Care: The MEMO Study (pdf file)
    www.ahrq.gov/sites/default/files/wysiwyg/professionals/quality-patient-safety/patient-safety-resources/resources/advances-in-patient-safety/vol1/Linzer.pdf
    January 01, 2002 - Regression analyses assessed predictors of stress, past errors, and future errors. … Analyses included: (1) split sample exploratory factor analysis (EFA) and confirmatory factor analysis … These findings will be assessed in greater detail in future analyses of the MEMO data. … Our analyses have several limitations. … Reactions by 420 primary care physician participants: regression analyses Figure 1.

56. Systems Change: Treating Tobacco Use and Dependence | Agency for Healthcare Research and Quality
    www.ahrq.gov/prevention/guidelines/tobacco/decisionmakers/systems/index.html
    December 01, 2012 - (Strength of Evidence = B) Meta-analyses were conducted to analyze the effects of clinician training … Studies randomized at higher level units were considered for the analyses only if the study's analytic … Thus, these meta-analyses focused on systems change impact on specific clinician behaviors. … Cost-effectiveness analyses have shown that tobacco dependence treatment compares quite favorably with … Specific analyses have estimated the costs of tobacco use treatment to range from a few hundred to a

57. Using the Medical Office Survey on Patient Safety Culture (Webcast) | Agency for Healthcare Research and Quality
    www.ahrq.gov/sops/events/webinars/medical-office.html
    June 01, 2022 - Results from the 2010 Preliminary Comparative Results were discussed as well as analyses of patient safety … Senior Study Director Westat Preliminary Comparative Results and Analyses From the Medical Office 

58. Eliminating CAUTI: A National Patient Safety Imperative (pdf file)
    www.ahrq.gov/sites/default/files/wysiwyg/topics/cauti-interim.pdf
    September 01, 2013 - All analyses in this report are based on data drawn from the Care Counts database as of July 15, 2013 … Units that have formally withdrawn from the project are removed from these analyses. … Hospitals not participating in the AHA survey (n=44) were excluded from analyses examining hospital … , and missing data totals for these analyses are reflected in Table 6. … Future analyses will be conducted with increased submissions. 6 Agency for Healthcare Research and

59. Final Progress Report: Transitional Care Medication Safety and Reducing Medical Liability: Closing the Chasm (pdf file)
    www.ahrq.gov/sites/default/files/2024-01/corbett-report.pdf
    January 01, 2024 - that used both retrospective and prospective data and quantitative and qualitative procedures and analyses … comprehensive process that engaged a variety of stakeholders in focus groups and failure modes and effects analyses … Settings: The first aim of the study involved retrospective analyses of the medication discrepancies … that used both retrospective and prospective data and quantitative and qualitative procedures and analyses … Furthermore, the legal data used in these analyses were based on laws from the United States.

60. NPSD Data Spotlight - Falls: Associated Factors and Clinical Outcomes (pdf file)
    www.ahrq.gov/sites/default/files/wysiwyg/npsd/data/spotlights/spotlight-falls-rev.pdf
    March 01, 2023 - v Full data validation and inclusion criteria for falls-specific analyses are detailed in the 2022 NPSD … Falls Supplemental Analyses. … Consistent with the previous 2022 NPSD Supplemental Fall Analyses, Ambulating without assistive device … xi Also consistent with the 2022 NPSD Supplemental Fall Analyses, Other injury was the most frequently … Consistent with the previous 2022 NPSD Supplemental Fall Analyses, Ambulating without assistive device