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221. Predictive Modeling | Digital Healthcare Research
     digital.ahrq.gov/technology/predictive-modeling
     January 01, 2024 - Principal Investigator Toh, Darren Project Name Improving Missing Data Analysis in Distributed … Research Networks Imputing missing covariates in time-to-event analysis within … Imputing missing covariates in time-to-event analysis within distributed research networks: A simulation … Principal Investigator Toh, Darren Project Name Improving Missing Data Analysis in Distributed

222. Quantitative | Digital Healthcare Research
     digital.ahrq.gov/research-method/quantitative
     January 01, 2025 - appropriateness of US outpatient antibiotic prescribing after the COVID-19 outbreak: An interrupted time series analysis … appropriateness of US outpatient antibiotic prescribing after the COVID-19 outbreak: An interrupted time series analysis … EMS Point-of-Care Innovation to Improve Rural STEMI Outcomes A quantitative analysis … A quantitative analysis of patient-facing technologies for patient self-reporting.

223. Harle, Christopher Albert | Digital Healthcare Research
     digital.ahrq.gov/principal-investigator/harle-christopher-albert
     January 01, 2023 - Information needs and requirements for decision support in primary care: an analysis … Information needs and requirements for decision support in primary care: an analysis of chronic pain … Designing User-Centered Decision Support Tools for Chronic Pain in Primary Care An analysis … An analysis of primary care clinician communication about risk, benefits, and goals related to chronic

224. Siegel, Corey | Digital Healthcare Research
     digital.ahrq.gov/principal-investigator/siegel-corey
     January 01, 2023 - immunosuppressants and biologics for inducing and maintaining remission in Crohn’s disease: a network meta-analysis … immunosuppressants and biologics for inducing and maintaining remission in Crohn’s disease: a network meta-analysis … Patients with Crohn’s disease are more likely to remain on biologics than immunomodulators: a meta-analysis … Patients with Crohn’s disease are more likely to remain on biologics than immunomodulators: a meta-analysis

225. Connected Cancer Care: EHR Communication Networks in Virtual Cancer Care Teams - Final Report (pdf file)
     digital.ahrq.gov/sites/default/files/docs/citation/r21hs026075-zhu-final-report-2022.pdf
     January 01, 2022 - This analysis consisted of two distinct parts. … The results of the causal mediation analysis are shown in Table 5. Table 5. … Computer-mediated communication and group decision making: A meta-analysis. … Combinatorial data analysis: Confirmatory comparisons between sets of matrices. … Saving lives: A meta-analysis of team training in healthcare.

226. Computer-Based Provider Order Entry Implementation in Intensive Care Units - 2009 | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/computer-based-provider-order-entry-cpoe-implementation-intensive-care-units/annual-summary/2009
     January 01, 2009 - The project used prospective human-factors analysis methods to improve the design and implementation … patient care in the ICUs before and after the implementation; and 4) examine the role of human-factors analysis … in CPOE and EHR implementation through a usability analysis and a proactive risk analysis. … Specific Aims: Conduct preliminary job task analysis of nurses and physicians. ( Achieved ) Conduct … preliminary prospective risk analysis. ( Achieved ) Implement timeline revision with partner organization

227. Scatter Diagram | Digital Healthcare Research
     digital.ahrq.gov/health-it-tools-and-resources/evaluation-resources/workflow-assessment-health-it-toolkit/all-workflow-tools/scatter-diagram
     January 01, 2023 - Disadvantages If the data cover too small of a range the results of the analysis can be skewed. … Cause analysis tools: scatter diagram. 2009 [cited 2009 July 23]; Available from: http://www.asq.org … /learn-about-quality/cause-analysis-tools/overview/scatter.html

228. Barriers and Facilitators to Implementation and Adoption of EHR in Home Care - 2012 | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/barriers-and-facilitators-implementation-and-adoption-ehr-home-care/annual-summary/2012
     January 01, 2012 - Paulina Sockolow and her research team are conducting a study involving interrupted time-series analysis … (Ongoing) 2012 Activities: Analysis of the workflow and financial outcomes before and after home … The data extraction and analysis for patient outcomes were ongoing throughout 2012. Dr. … Upon reviewing and revising the analysis, it was determined that additional data was required. … The final data set and analysis is expected to be completed within the first quarter of 2013.

229. Monitoring Intensification of Treatment for Hyperglycemia and Hyperlipidemia - 2010 | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/monitoring-intensification-treatment-hyperglycemia-and-hyperlipidemia/annual-summary/2010
     January 01, 2010 - assesses whether accurate measures of treatment intensification can be obtained through computational analysis … measures of diabetes care. ( Achieved ) 2010 Activities: Activities focused upon ongoing data analysis … Analysis established that narrative and structured data sources provide complementary information about … In univariate analysis, median time to HgA1c normalization gradually decreased from 1,708 days for patients … In multivariable analysis of the factors associated with anti-hyperlipidemic treatment intensification

230. Electronic Health Record Use, Work Environments & Patient Outcomes - Final Report (pdf file)
     digital.ahrq.gov/sites/default/files/docs/citation/r21hs023805-kutney-lee-final-report-2019.pdf
     January 01, 2019 - The funding sources had no role in the study design; data collection, analysis, or interpretation; … In our analysis of patient and nurse outcomes, EHR usability was a stronger predictor of outcomes than … Our analysis included adult, non-federal acute care hospitals in CA, PA, NJ, and FL. … In analysis 2, two primary patient outcome variables were examined using the administrative patient … While analysis 1 examined these items individually, analysis 2 employed these 7 items to create a hospital-level

231. Improving Safety and Quality with Outpatient Order Entry (pdf file)
     digital.ahrq.gov/sites/default/files/docs/publication/r01hs015226-gandhi-final-report-2008.pdf
     January 01, 2008 - Aim 3 • Cost-Benefit Analysis. … Aim 3 Cost-Benefit Analysis. … Major Components of Cost-Benefit Analysis. … Aim 3 Cost-Benefit Analysis. … The Cost-Benefit analysis requires data and analysis from Aim 1 and Aim 2, and therefore results are

232. Technology for Optimizing Population Care in a Resource-Limited Environment - 2012 | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/technology-optimizing-population-care-resource-limited-environment/annual-summary/2012
     January 01, 2012 - The data analysis for this study is on the average screening test completion rates for breast, cervical … on costs, preferences, and clinical and process outcomes to inform a subsequent formal cost-benefit analysis … trial of the TOP-CARE intervention, which concluded in June 2012, and conducting the subsequent data analysis … Preliminary unadjusted analysis of the primary outcome was conducted using data from the TOP-CARE databases … During this period, the research team will complete the cost-effectiveness analysis and disseminate findings

233. Understanding CancelRx: Impact on Clinical Workflows, Medication Safety Risks, and Patient Outcomes – Final Report (pdf file)
     digital.ahrq.gov/sites/default/files/docs/citation/r21hs026584-pitts-final-report-2022.pdf
     January 01, 2022 - analysis to assess the impact of CancelRx on medication dispensing after discontinuation. … Data Sources/Collection and Analysis. … Not applicable – qualitative analysis. Limitations. … While this EHR vendor has a significant market share, this analysis may not be generalizable … Preventable medication harm across health care settings: a systematic review and meta-analysis.

234. Health Information Technology Hazard Manager | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/health-information-technology-hazard-manager
     January 01, 2023 - The beta test included analysis of the 495 hazards entered by study site participants; qualitative data … Record/Electronic Medical Record Health IT hazard manager beta-test: appendix C - descriptive analysis … Health IT hazard manager beta-test: appendix C - descriptive analysis. … Record/Electronic Medical Record Health IT hazard manager beta-test: appendix D – relational analysis … Health IT hazard manager beta-test: appendix D – relational analysis results.

235. Distributed Cox proportional hazards regression using summary-level information. | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/improving-missing-data-analysis-distributed-research-networks/citation/distributed
     January 01, 2023 - 35195675/ Principal Investigator Toh, Darren Project Name Improving Missing Data Analysis … Distributed Research Networks Document Type Journal Publication Research Method Analysis

236. Nurse Practitioner | Digital Healthcare Research
     digital.ahrq.gov/population/nurse-practitioner
     January 01, 2023 - Information needs and requirements for decision support in primary care: an analysis … Information needs and requirements for decision support in primary care: an analysis of chronic pain … Designing User-Centered Decision Support Tools for Chronic Pain in Primary Care An analysis … An analysis of primary care clinician communication about risk, benefits, and goals related to chronic

237. Malone, Daniel C. | Digital Healthcare Research
     digital.ahrq.gov/principal-investigator/malone-daniel-c
     January 01, 2023 - Project Name Meaningful Drug Interaction Alerts A disproportionality analysis … A disproportionality analysis of drug-drug interactions of tizanidine and CYP1A2 inhibitors from the … interact with colchicine via inhibition of cytochrome p450 3A4 and p-glycoprotein: A signal detection analysis … interact with colchicine via inhibition of cytochrome p450 3A4 and p-glycoprotein: A signal detection analysis

238. Rose AF et al. 2005 "Using qualitative studies to improve the usability of an EMR." | Digital Healthcare Research
     digital.ahrq.gov/health-it-tools-and-resources/workflow-assessment-health-it-toolkit/research/rose-af-et-al-2005
     January 01, 2005 - Secondly, although the Alerts and Guidelines box is displayed with bright red borders, the task analysis … "[M]ost of the task analysis participants said they would not need to invoke Popup to access the Medications … "All participants observed during the task analysis study...expressed the need for quicker access to … "A physician participant in the task analysis study (who also participated in the focus groups) demonstrated … no control group) Study Participants Five physicians and two nurses participated in the task analysis

239. Assessing the Impact of the Patient-Centered Medical Home (PCMH) - 2010 | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/assessing-impact-patient-centered-medical-home-pcmh/annual-summary/2010
     January 01, 2010 - A trend analysis to assess the impact of the WellMed model on patient and provider satisfaction will … In addition, a detailed analysis of data will assess the impact of the WellMed PCMH on patient care and … During a qualitative analysis meeting in July, a set of nine questions were identified where supplemental … The questions were submitted to WellMed, and were incorporated in the overall qualitative analysis and … The qualitative analysis showed 13 emergent themes which will be elaborated on in the final report.

240. Finding the Safer Way: Novel Interaction Design Approaches to Health IT Safety - Final Report (pdf file)
     digital.ahrq.gov/sites/default/files/docs/citation/r01hs023708-senathirajah-final-report-2021.pdf
     January 01, 2021 - Study one measures, data collection methods, and analysis methods. … Collection and Analysis Screen capture; counted in seconds. … Study two measures, data collection methods, and analysis methods. … protocols Think aloud; thematic analysis. … Study three measures, data collection methods, and analysis methods.