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461. A Longitudinal Telephone and Multiple Disease Management System to Improve Ambulatory Care - 2012 | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/longitudinal-telephone-and-multiple-disease-management-system-improve/annual-summary/2012
     January 01, 2012 - Analysis of these interviews was ongoing at the end of 2012. … September 2011 to September 2012 and another NCE through June 2013 to ensure adequate time for recruitment, analysis … Preliminary Impact and Findings: This project has no findings to date as analysis is ongoing.

462. Evaluation of a computerized clinical decision support system and Electronic Health Record (EHR)-linked registry to improve management of hypertension in community-based health centers - 2011 | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/evaluation-computerized-clinical-decision-support-system-and-electronic-health/annual-summary/2011
     January 01, 2011 - (Achieved) 2011 Activities: Due to a minor delay in data analysis, the project was underspent in … latter part of 2010; therefore, the project team used a 12-month no-cost extension to complete the analysis … However, with the focus of activity in 2011 on completing the qualitative analysis, developing an implementation

463. Improving Post-Hospital Medication Management of Older Adults with Health Information Technology - 2011 | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/improving-post-hospital-medication-management-older-adults-health-information/annual-summary/2011
     January 01, 2011 - The second analysis determined the investments of time and effort required to develop, test, and launch … The latter analysis is a preliminary step for the planned return-on-investment analysis.

464. Feedback of Treatment Intensification Data to Reduce Cardiovascular Disease Risk - 2010 | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/feedback-treatment-intensification-data-reduce-cardiovascular-disease-risk/annual-summary/2010
     January 01, 2010 - One primary analysis was tightly-linked processes (i.e., was treatment intensified more frequently) measured … patients. ( Achieved ) 2010 Activities: The study team primarily focused on data collection and analysis … Because the intervention overall had minimal impact on outcomes, a full cost-benefit analysis of the

465. FluAlert: Influenza Vaccine Alerts for Providers in the Electronic Health Record - 2011 | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/flualert-influenza-vaccine-alerts-providers-electronic-health-record/annual-summary/2011
     January 01, 2011 - project budget funds are slightly underspent to conserve funds to complete the trial and subsequent data analysis … Preliminary Impact and Findings: Analysis of the transcripts from focus groups with physicians identified … Thematic analysis indicates that parents want to learn about their child's risk for influenza and the

466. Enabling Sleep Apnea Patient-Centered Care Via an Internet Intervention - 2011 | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/enabling-sleep-apnea-patient-centered-care-internet-intervention/annual-summary/2011
     January 01, 2011 - (Achieved) Perform a basic cost analysis of the i-PAP intervention compared to usual care, applying … Data analysis and manuscript development continued during this period. … The team used this time to finish data analysis.

467. eHealth Blood Pressure Control Program - 2012 | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/ehealth-bp-control-program/annual-summary/2012
     January 01, 2012 - Impact and Findings: The team prepared for the quantitative analysis by maintaining a study database … An analysis plan was developed to compare the BP of patients randomized to the peer navigator and Web … The key finding from that analysis was that BP control increased over time.

468. Improving Laboratory Monitoring in Community Practices: A Randomized Trial - 2012 | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/improving-laboratory-monitoring-community-practices-randomized-trial/annual-summary/2012
     January 01, 2012 - The project included a qualitative analysis of the barriers and facilitators of laboratory monitoring … Achieved) 2012 Activities: The focus of the final months of the project was data collection and analysis … Preliminary data analysis showed that for intervention practices, appropriate monitoring of drug therapy

469. Improving Medication Management Practices and Care Transitions through Technology - 2012 | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/improving-medication-management-practices-and-care-transitions-through/annual-summary/2012
     January 01, 2012 - In 2012, the analysis team focused on obtaining secondary data, data cleaning, and data analysis. … The analysis looked at whether the intervention: 1) changed the complexity score of the medication regimen

470. Medication Reconciliation to Improve Quality of Transitional Care - 2010 | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/medication-reconciliation-improve-quality-transitional-care/annual-summary/2010
     January 01, 2010 - Additional analysis will look at changes in the rates of adverse drug events, erroneous discrepancies … not be applicable to some of the respondents, and may therefore exclude some of the results from the analysis … The goal is to include between 150-160 surveys in the analysis.

471. D_ITPrivacyandSecurityPrimer (pdf file)
     digital.ahrq.gov/sites/default/files/docs/page/D_ITPrivacyandSecurityPrimer_0.pdf
     March 20, 1997 - analysis. … This relates back to the risk analysis. … Most audit programs are initially based on the HIPAA required risk analysis. … : the analysis of an individual’s unique fingerprints, hand geometry: the analysis of the shape of … signature: the analysis of the way a person signs his or her name, vein: the analysis of pattern

472. D_ITPrivacyandSecurityPrimer (pdf file)
     digital.ahrq.gov/sites/default/files/docs/page/D_ITPrivacyandSecurityPrimer_1.pdf
     March 20, 1997 - analysis. … This relates back to the risk analysis. … Most audit programs are initially based on the HIPAA required risk analysis. … : the analysis of an individual’s unique fingerprints,  hand geometry: the analysis of the shape …  signature: the analysis of the way a person signs his or her name,  vein: the analysis of pattern

473. Creating a Foundation for the Design of Culturally Informed Health IT - Final Report (pdf file)
     digital.ahrq.gov/sites/default/files/docs/publication/r36hs018809-valdez-final-report-2012.pdf
     January 01, 2012 - Analysis of qualitative data was informed by conventional content analysis methods (e.g., Denzin and … All interviews were professionally transcribed prior to data analysis. 7 The first interview … We determined to whom health information is communicated by using conventional content analysis (e.g … The analysis procedure for rationales was again modified to meet the purpose of guiding design. … Three approaches to qualitative content analysis.

474. Health Information Technology and Improving Medication Use - 2012 | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/health-information-technology-and-improving-medication-use/annual-summary/2012
     January 01, 2012 - The project completed the intervention of EHR hypertension alerts in 2012 and data analysis continued … The project team conducted a secondary analysis of the accuracy of medication lists 1 month after discharge … Analysis identified that pharmacovigilence is associated with increased use of specialty services but … The analysis of the intervention to improve treatment through CDS compared to automated telephone outreach

475. Health Information Technology and Improving Medication Use - 2011 | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/health-information-technology-and-improving-medication-use/annual-summary/2011
     January 01, 2011 - The project team completed the intervention in 2010 and in 2011 focused on data analysis, manuscript … The project team conducted a secondary analysis of the accuracy of medication lists one month after discharge … prescription downloads of the data from the e-prescribing vendor, and completed prescription review and data analysis … Analysis identified that pharmacovigilence is associated with increased use of specialty services but

476. 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

477. 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

478. Development of a Model Electronic Health Record Format for Children - 2011 | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/development-model-electronic-health-record-format-children/annual-summary/2011
     January 01, 2011 - Project Objectives: Conduct an environmental scan and gap analysis. … Preliminary Impact and Findings: The environmental scan and gap analysis suggest that existing EHR systems

479. 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.

480. 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