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1561. Colorado Associated Community Health Information Exchange - Final Report (pdf file)
      digital.ahrq.gov/sites/default/files/docs/citation/r18hs017205-davidson-final-report-2010.pdf
      January 01, 2010 - Collaborative business process analysis requires that we: 1. … Define how the data might be abstracted and aggregated for data analysis. 5. … Use Case Scenario Development and Conduct of Business Process analysis (BPA). … Population Level Analysis. … CHC Coordination-needs assessment/gap analysis-baseline and follow-up, work flow analysis education

1562. Detecting Med (Medication) Errors in Rural Hospitals Using Technology - 2008 | Digital Healthcare Research
      digital.ahrq.gov/ahrq-funded-projects/detecting-med-medication-errors-rural-hospitals-using-technology/annual-summary/2008
      January 01, 2008 - In year 1, an analysis focusing on technology capacity, physical space, personnel, and current medical … Data analysis and interpretation are ongoing. … Research Reviews and Secondary Analysis. In: Watzlaf V and Layman E, eds.

1563. Improving Patient Access and Patient-Clinician Continuity Through Panel Redesign - 2012 | Digital Healthcare Research
      digital.ahrq.gov/ahrq-funded-projects/improving-patient-access-and-patient-clinician-continuity-through-panel/annual-summary/2012
      January 01, 2012 - The analysis of the Mayo Clinic practice used data from 2004 to 2006 on 20,000 patients and 39 physicians … The analysis of the MGH practice used data from 258 residents and approximately 17,000 patients for the … This analysis showed a wide variation in number of diagnoses per resident panel and that patients with

1564. Automating Assessment of Asthma Care Quality - 2010 | Digital Healthcare Research
      digital.ahrq.gov/ahrq-funded-projects/automating-assessment-asthma-care-quality/activity/automating-assessment-asthma/annual-summary/2010
      January 01, 2010 - The project performed retrospective analysis of EMR data from two distinct health systems: a mid-sized … pull of these same data in the year prior to qualification for the ACQ measures to correct outcomes analysis … Quarterly Status (as of September 2010): As the project came to a close, the primary focus was on the analysis … A similar analysis was performed comparing chart-review prevalences with those of the automated method

1565. Implementation Outcomes of a Health IT Program For Vulnerable Diabetes Patients - 2011 | Digital Healthcare Research
      digital.ahrq.gov/ahrq-funded-projects/implementation-outcomes-health-it-program-vulnerable-diabetes-patients/annual-summary/2011
      January 01, 2011 - Ongoing) 2011 Activities: The research team's focus in 2011 was on the quantitative and qualitative analysis … Additionally, an analysis of care manager telephone call records was conducted to determine the frequency … The analysis of members who declined study participation or were not contacted because of limited resources

1566. Bringing High Performing Systems to Small Practices - 2011 | Digital Healthcare Research
      digital.ahrq.gov/ahrq-funded-projects/bringing-high-performing-systems-small-practices/annual-summary/2011
      January 01, 2011 - This included analysis of a baseline survey describing providers' experiences with quality measurement … The project team continued analysis of baseline survey data that provides information on the characteristics … Preliminary Impact and Findings: Preliminary analysis was conducted with the early cohort of practices

1567. Patient-Centered Informatics System to Enhance Health Care in Rural Communities - 2011 | Digital Healthcare Research
      digital.ahrq.gov/ahrq-funded-projects/patient-centered-informatics-system-enhance-health-care-rural-communities/annual-summary/2011
      January 01, 2011 - (Achieved) 2011 Activities: The focus in 2011 was on data cleaning, analysis, and dissemination. … An analysis of patient usage and UHR perceptions identified the components of the system that were ranked … An analysis of 6,700 UHR sessions indicated that medication refill, reconciliation functions, drug safety

1568. Evaluation of a Computerized Clinical Decision Support System and EHR-Linked Registry to Improve the Management of Hypertension in a Community Health Center (pdf file)
      digital.ahrq.gov/sites/default/files/docs/publication/r18hs017167-kopal-final-report-2011.pdf
      January 01, 2011 - Statistical Analysis. … There are several limitations to this analysis. … They were audio-recorded and transcribed for analysis. … Interview transcripts were coded systematically using Atlas.ti qualitative analysis software. … They were audio-recorded and transcribed for analysis.

1569. Using the Electronic Health Record To Identify Children Likely To Suffer Last-Minute Surgery Cancellation - Final Report (pdf file)
      digital.ahrq.gov/sites/default/files/docs/citation/r21hs024983-pratap-final-report-2019.pdf
      January 01, 2019 - Error analysis The Local Interpretable Model-Agnostic Explanations (LIME) approach was applied to the … best- performing machine learning classifier, with optimal parameters, for error analysis. … Heatmap visualization of error analysis for all-causes cancellation for the Burnet campus dataset. … Error analysis, limitations and future work An error analysis was performed on predictions of all-cause … Discussion Error analysis, limitations and future work Conclusions Significance References

1570. Integration of an NLP-based Application to Support Medication Management - Final Report (pdf file)
      digital.ahrq.gov/sites/default/files/docs/citation/r21hs021544-zhou-final-report-2014.pdf
      January 01, 2014 - All discussions in FGD sessions were audio-taped for later transcription and analysis. … Our comprehensive analysis of the evaluation results is still on-going. … For the qualitative analysis, we have conducted clinician interviews at each site. … A detailed analysis of the interviews data is still ongoing. … Our error analysis identified several general error reasons.

1571. EHR Usability Toolkit: A Background Report on Usability and Electronic Health Records (pdf file)
      digital.ahrq.gov/sites/default/files/docs/citation/EHR_Usability_Toolkit_Background_Report.pdf
      January 26, 2006 - Failure Mode Effects Analysis (FMEA). … Cognitive analysis of physicians' medication ordering activity. … Protocol analysis: Verbal reports as data revised edition. … The handbook of task analysis for human-computer interaction. … This presents a statement- by-statement analysis, factor analysis, and reliability analysis, and describes

1572. Electronic Exchange of Poisoning Information - Final Report (pdf file)
      digital.ahrq.gov/sites/default/files/docs/citation/r01hs021472-cummins-final-report-2019.pdf
      January 01, 2019 - HL7 C-CDA Document Analysis. … We validated model structure during two group sessions. (12) Analysis of Coded Chief Complaints and … Analysis of Coded Chief Complaints and Other Potential Triggers. … Pre-implementation Analysis of ED Poisoning Data. … analysis.

1573. Valuation of the Rochester-Area Program of Primary Care-Integrated Telehealth (pdf file)
      digital.ahrq.gov/sites/default/files/docs/publication/r01hs015165-mcconnochie-final-report-2008.pdf
      January 01, 2008 - Hypotheses, study designs, populations studied, measures and analysis techniques differed among the … of insurance claims files (secondary data analysis) and comparing utilization for the intervention … in multivariate analysis. … High season began December 3. 13 Intervention and Utilization—Bivariate Analysis. … Intervention and Utilization—Multivariate Analysis.

1574. Home Heart Failure (HF) Care Comparing Patient-Driven Technology Models (pdf file)
      digital.ahrq.gov/sites/default/files/docs/publication/r01hs015459-goldberg-final-report-2008.pdf
      January 01, 2008 - Hornung is working on the final data stastical analysis which is expected to be completed by March 32 … Hornung has utilized a student to work on the set- up of the final statistical analysis program over … Hornung’s team at the University of Louisville continues to work on the final data analysis which is … Mutter, Project Officer, he was notified that there were delays in the final data analysis. … The final data analysis will be submitted to Mr. Mutter upon completion.

1575. Treating Comorbid Depression In Care Transitions with Relational Agents - Final Report (pdf file)
      digital.ahrq.gov/sites/default/files/docs/citation/r21hs022938-mitchell-final-report-2017.pdf
      January 01, 2017 - Alvarez, a graduate student at the Boston University School of Public Health conducted the statistical analysis … Interview data was coded and analyzed using thematic analysis. … Thematic analysis was used for coding and analysis of the qualitative data.12 A codebook was created … based on initial coding and analysis of first 2 transcripts. … Achieving Saturation in Thematic Analysis: Development and Refinement of a Codebook.

1576. Improving Accuracy of Electronic Notes Using a Faster, Simpler Approach - Final Report (pdf file)
      digital.ahrq.gov/sites/default/files/docs/citation/r21hs023631-payne-final-report-2018.pdf
      January 01, 2018 - Statistical analysis Differences between intervention and control groups in note availability delay … We excluded from analysis discharge summaries, patients for whom there was a note but no rounding time … We excluded from survey analysis the 18 subjects who consented to the study but did not write at least … If this pattern is confirmed with greater analysis, it could provide evidence that note accuracy may … Analysis of Practitioner Editing in Creating Clinical Notes Using Automatic Speech Recognition.

1577. Evaluating the Impact of an ACPOE/CDS System on Outcomes (pdf file)
      digital.ahrq.gov/sites/default/files/docs/publication/uc1hs015319-sullivan-final-report-2007.pdf
      January 01, 2007 - Aim 1b: Data Analysis. Data stored on the PDA were downloaded into MS Excel for analysis. … analysis) as random effects. … The unit of analysis was each focus group. … Aim 2a: Data Analysis. The prescription was the unit of analysis. … Aim 2b: Evaluation Methods and Data Analysis.

1578. Ensuring Safe Performance of Electronic Health Records - Final Report (pdf file)
      digital.ahrq.gov/sites/default/files/docs/citation/r01hs023696-bates-final-report-2019.pdf
      January 01, 2019 - Also included on the results page is the fatal orders analysis and alert fatigue analysis. … alert fatigue analysis provides hospitals with the exact nuisance orders they incorrectly alerted … Also, on the results page, is the fatal order analysis and alert fatigue analysis. … Also shown is the fatal order and alert fatigue analysis. … The fatal order analysis provides hospitals with the fatal orders they failed to alert on.

1579. Value of Imaging-Related Information Technology (VIRIT) (pdf file)
      digital.ahrq.gov/sites/default/files/docs/publication/r01hs014891-gazelle-final-report-2008.pdf
      January 01, 2008 - Preliminary analysis suggested there was a substantial return on investment for these technologies. … Our analysis identified the financial implications of deploying MII systems, including the costs and … For our analysis, each institution served as a control site for the other. … Our analysis was more comprehensive than prior studies. … We developed a rigorous approach to data collection and analysis that can be used by others in the

1580. Using Social Knowledge Networking (SKN) Technology To Enable Meaningful Use of EHR Technology - Final Report (pdf file)
      digital.ahrq.gov/sites/default/files/docs/citation/r21hs024335-rangachari-final-report-2018.pdf
      January 01, 2018 - ; and quantitative (descriptive) analysis was used to examine trends in two EHR-MedRec-MU measures, … All sessions were audio-recorded and transcribed to text, to enable Thematic Analysis. … We began by conducting Thematic Analysis of data from Yammer, using QSR NVivo 14. … Analysis of initial inter-coder agreement amongst the four researchers, revealed a 70% match. … We performed trend analysis of quarterly data on both measures, to understand patterns over time.