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digital.ahrq.gov/ahrq-funded-projects/quantifying-efficiencies-gained-through-shareable-clinical-decision-support
January 01, 2023 - Clinical Decision Making
Learning Health System
Clinical decision support (CDS) is a process … The process usually begins with the need to address a known gap in quality of care. … systems, representing different patient populations and two EHR vendors to facilitate a robust evaluation process
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digital.ahrq.gov/sites/default/files/docs/nlp-slides-041112.pdf
April 11, 2012 - Intensification of Treatment for
Hyperglycemia and Hyperlipidemia in Patients with
Diabetes
Goal: to design process … care that are tightly linked to patient outcomes
– Blood glucose
– Blood pressure
– Cholesterol
Process … NLP and Quality
Measurement
Structured data
– More precise / accurate
– Easier / cheaper to process
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digital.ahrq.gov/sites/default/files/docs/citation/modeling-pcmh-principles-attributes-patient-experiences-technical-report.pdf
November 01, 2014 - (Figure 5)
Page 14
Multifunctional Process Diagramming. … Process Flow Diagrams. … Also, the patient’s family is helped through the referral process. … Engage Patient in Health Care Process. … The patient is part of the referral decision process.
Multidisciplinary Team.
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digital.ahrq.gov/2020-year-review/research-summary/using-natural-language-processing-improve-autism-spectrum-disorder-research-and-care
January 01, 2020 - Using Natural Language Processing to Improve Autism Spectrum Disorder Research and Care
Applying algorithms on free text in electronic health records can identify criteria for autism spectrum disorder, which improves earlier detection and treatment as well as research with large-scale data.
Prin…
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digital.ahrq.gov/health-it-tools-and-resources/evaluation-resources/workflow-assessment-health-it-toolkit/all-workflow-tools/radar-chart
January 01, 2023 - Creating a business process improvement road map. In: O'Mara P, editor. … Business process improvement toolkit. 2nd ed. Milwaukee, WI: ASQ Quality Press; 2007. p. 75-92.
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digital.ahrq.gov/ahrq-funded-projects/emergency-community-implementing-social-needs-assessment-and-referral
January 01, 2024 - United Way’s 211 service, a free nationwide program with linkages to local resource providers, the process … Evaluation of the process was completed by examining referral data from the 211 system and health outcomes … overall acceptability, as well as benefits of and barriers to the social needs screening and referral process … Qualitative data from both staff and patients suggested that the screening and referral process changed … By putting a standardized process in place for all ED patients, the team wanted to address any stigma
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digital.ahrq.gov/health-it-tools-and-resources/evaluation-resources/workflow-assessment-health-it-toolkit/all-workflow-tools/brainwriting
January 01, 2023 - Business process improvement toolbox. 2nd ed. Milwaukee, WI: ASQ Quality Press; 2007. p. 157-66. … Process orientation in health care quality. In: Moore C, editor.
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digital.ahrq.gov/ahrq-funded-projects/improving-quality-pediatric-emergency-care-using-electronic-medical-record/citation/identification
January 01, 2023 - Identification of long bone fractures in radiology reports using natural language processing to support healthcare quality improvement.
Citation
Grundmeier RW, Masino AJ, Casper TC, et al. Identification of long bone fractures in radiology reports using natural language processing to support healthca…
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digital.ahrq.gov/ahrq-funded-projects/computable-social-factor-phenotyping-using-ehr-and-hie-data/citation/generalizability
January 01, 2023 - Generalizability and portability of natural language processing system to extract individual social risk factors.
Citation
Magoc T, Allen KS, McDonnell C, Russo JP, Cummins J, Vest JR, Harle CA. Generalizability and portability of natural language processing system to extract individual social risk fa…
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digital.ahrq.gov/principal-investigator/guise-jeanne-marie
January 01, 2023 - , Jeanne-Marie
The impact of health information technology on work process … The impact of health information technology on work process and patient care on labor and delivery.
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digital.ahrq.gov/sites/default/files/docs/publication/r18hs017864-ciemins-final-report-2012.pdf
January 01, 2012 - Methods: The primary intervention standardized the hospital discharge process by: (1)
modifying the … A
second intervention modified the EHR-based medication reconciliation process. … Provider satisfaction with the efficiency and
reliability of the care transition process improved over … These measures were determined by
the designated Expert Reviewers using the process described above … Baseline Intervention p-value
The care transition process for patients discharged from the hospital
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digital.ahrq.gov/ahrq-funded-projects/finding-safer-way-novel-interaction-design-approaches-health-it-safety/citation/application
January 01, 2023 - Application of natural language processing to learn insights on the clinician's lived experience of electronic health records.
Citation
Senathirajah Y, Cho H, Fawcett J, Mondejar KM, Cato K, Broadwell P, Yoon S. Application of natural language processing to learn insights on the clinician's lived expe…
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digital.ahrq.gov/sites/default/files/docs/page/NJ-EPAC%20Pilot%20Testing%20of%20Electronic%20Prescribing%20Standards_0.pdf
April 01, 2008 - Process mapping is a workflow diagramming technique intended to clarify a process or series of
parallel … Formulary and Benefit standard (F & B)
Work process model. … Medication History standard (Med Hx)
Work process model. … Overall, users expressed favorable opinions about the ePA process. … Work process model.
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digital.ahrq.gov/ahrq-funded-projects/electronic-medication-adherence-reporting-and-feedback-during-care-transitions
January 01, 2023 - Because the discharge process is already a complex process, the researchers found the addition of the … Additionally, the smart pillbox medication manual data entry process was time consuming to the pharmacy
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digital.ahrq.gov/sites/default/files/docs/survey/health-information-technology-value-project-chief-executive-officer-interview-guide.pdf
June 16, 2021 - What was the process to arrive at the decision to implement this system?
3. … How has this changed the patient care process?
10. Is the system connected to physician offices?
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digital.ahrq.gov/ahrq-funded-projects/improving-quality-pediatric-emergency-care-using-electronic-medical-record/citation/pediatric
January 01, 2023 - Pediatric Emergency Care Applied Research Network. Identification of long bone fractures in radiology reports using natural language processing to support healthcare quality improvement.
Citation
Grundmeier RW, Masino AJ, Casper TC, et al. Pediatric Emergency Care Applied Research Network. Identifica…
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digital.ahrq.gov/ahrq-funded-projects/improving-allergy-documentation-and-clinical-decision-support-electronic-health/citation/reconciling
January 01, 2023 - Reconciling allergy information in the electronic health record after a drug challenge using natural language processing.
Citation
Lo YC, Varghese S, Blackley S, Seger DL, Blumenthal KG, Goss FR, Zhou L. Reconciling allergy information in the electronic health record after a drug challenge using natur…
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digital.ahrq.gov/ahrq-funded-projects/developing-evidence-based-user-centered-design-and-implementation-guidelines/citation/integrating
January 01, 2023 - Integrating natural language processing expertise with patient safety event review committees to improve the analysis of medication events.
Citation
Fong A, Harriott N, Walters DM, Foley H, Morrissey R, Ratwani RR. Integrating natural language processing expertise with patient safety event review comm…
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digital.ahrq.gov/sites/default/files/docs/page/2006ClancyKeyesYoung_051211comp.pdf
June 16, 2021 - Starmer, Vanderbilt University
Overview of Track 2
Focused on implementation issues:
People, process … Process
Lack of standard process across units or provider
groups. … Inefficient and ineffective process.
Technology
Technology not intuitive. … Trust is key in developing a culture of quality.
Process
Demonstrating value at the user level … safety
Working conditions
Empowerment- Making sure they feel that they’re part of the
change process
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digital.ahrq.gov/ahrq-funded-projects/improving-outpatient-medication-lists-using-temporal-reasoning-and-clinical
January 01, 2023 - Language Processing System
Using Medical Text Extraction, Reasoning and Mapping System (MTERMS) to process … Using Medical Text Extraction, Reasoning and Mapping System (MTERMS) to process medication information