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cdsic.ahrq.gov/cdsic/developers
Quartz App to Support Medication Adherence: Usability and Feasibility Assessment
This report assesses … design, development, deployment, and future use of a PC CDS application (app) that supports hypertension medication
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cdsic.ahrq.gov/cdsic/innovation-center-quarterly-report-april-june-2024
July 01, 2024 - Core 2 team is undertaking two projects: 1) design, develop, and deploy a chatbot prototype to support medication
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cdsic.ahrq.gov/cdsic/innovation-center-quarterly-report-october-december-2023
January 01, 2024 - Core 2 is undertaking two projects: 1) design, develop, and implement a chatbot prototype to support medication
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cdsic.ahrq.gov/cdsic/innovation-center-quarterly-report-january-march-2024
April 01, 2024 - Core 2 is undertaking two projects: 1) design, develop, and implement a chatbot prototype to support medication
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cdsic.ahrq.gov/cdsic/innovation-center-quarterly-report-july-september-2024
September 30, 2024 - undertaking two projects: 1) design, development, and deployment of a chatbot prototype to support medication
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cdsic.ahrq.gov/cdsic/PAIGE-assessment-report
September 26, 2024 - Support Innovation Collaborative’s 2023 Annual Meeting
October 23, 2024
Quartz App to Support Medication
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cdsic.ahrq.gov/cdsic/innovation-center-quarterly-report-october-december-2024
February 28, 2025 - undertaking two projects: 1) implementation and evaluation of a PC CDS prototype to support hypertension medication
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cdsic.ahrq.gov/cdsic/innovation-center
January 02, 2025 - Quartz App to Support Medication Adherence: Usability and Feasibility Assessment
This report assesses … design, development, deployment, and future use of a PC CDS application (app) that supports hypertension medication
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cdsic.ahrq.gov/sites/default/files/2024-10/FINAL%20CDSiC%20Project%20Summary%20PDF_508c.pdf
January 01, 2024 - User Guide
• Inventory of Patient Preference Measurement Tools for PC CDS and Report *
PROTOTYPES
• Medication
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cdsic.ahrq.gov/cdsic/implementation-case-studies
August 01, 2024 - These projects span various clinical domains, including chronic disease management, medication safety
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cdsic.ahrq.gov/cdsic/patient-preferences-workflow-lifeflow
August 01, 2024 - clinical visit Collecting preferences related to health maintenance and preventive care Discussing medication
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cdsic.ahrq.gov/sites/default/files/2024-08/TPC%20Patient%20Preferences%20Workflow%20Lifeflow_8.15.2.pdf
January 01, 2024 - Clinical Scenario 3: Discussing Medication Therapy Choices .......................................... … Patient preferences related to more complex aspects of clinical care—such as the choice of a
medication … Clinical Scenario 3: Discussing Medication Therapy Choices
As noted above, key informants shared that … Discussing Medication Therapy Choices
Indicates points where patient preferences could be collected … Clinical Scenario 3: Discussing Medication Therapy Choices
4.4.
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cdsic.ahrq.gov/cdsic/AI-viewpoint
February 25, 2025 - Quartz is a prototype text-based app to help patients improve medication adherence. … chatbot technology to gather information from patients about their adherence to a prescribed hypertension medication
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cdsic.ahrq.gov/sites/default/files/2024-07/Final%20MO%20Patient%20Prioritization%20of%20Measurement%20Areas%207.18.24.pdf
January 01, 2024 - ] that prevent the patient from adhering… things like family
interactions, transportation, cost of medication … having
trouble paying their rent, or they’re
having trouble buying medications don’t
recommend a $400 medication … and clinical guidelines often focuses on desirable behaviors clinicians would like to see, such as
medication … patients follow the care plan established with their
doctor or other healthcare providers (e.g. taking medication … Timeliness If a patient was able to get appointments, medication, or care when
they needed it.
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cdsic.ahrq.gov/sites/default/files/2023-09/SMD%20PC%20CDS%20Performance%20Measurement%20Inventory%20User%20Guide_FINAL_9.19.23.pdf
January 01, 2023 - 91
The most studied decision support tools were clinician-facing alerts, with an emphasis on medication … For example, the number of adverse drug
events (ADEs),4 medication prescribing error rates,58 and duplicate … The usability aspects of medication-related
decision support systems in the inpatient setting: A systematic … Assessment of a best practice alert and referral process for
preprocedure antithrombotic medication … Effects of computerized physician order entry and clinical
decision support systems on medication safety
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cdsic.ahrq.gov/cdsic/2024-annual-meeting-viewpoint
September 18, 2024 - Quartz is a medication adherence app leveraging chatbot technology and large language models, while PAIGE
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cdsic.ahrq.gov/sites/default/files/2024-10/IAS_Key%20Factors%20and%20Considerations%20for%20Assessing%20the%20Value%20of%20PC%20CDS.pdf
January 01, 2024 - To estimate the impact of a medication management CDS intervention designed to
improve adherence to … designed to reduce adverse
events by alerting clinicians to the severity of starting or stopping a medication … example, one study team
assessed the 10-year net cost savings of a hospital-wide CPOE system to reduce medication … Error quantification refers to preventable patient safety events, such as
medication errors, adverse … The national cost of adverse
drug events resulting from inappropriate medication-related alert overrides
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cdsic.ahrq.gov/sites/default/files/2025-03/Final_MO_Patient%20Preference%20Report_6.7.24.pdf
January 01, 2025 - For example, a patient can
express communication preferences for PC CDS designed to support medication … adherence,
which can then inform how often they are reminded to take their medication. … surgically;
management and care to cure,
ameliorate, or slow progression
of a medical condition, e.g.,
medication … Outcome prioritization tool for
medication review in older patients with multimorbidity: a pilot study
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cdsic.ahrq.gov/sites/default/files/2024-07/OY1_FINAL%20TPC%20Patient%20Perspectives%20Generative%20AI.pdf
January 01, 2024 - Example 2: AI-Based Intervention to Support Medication Adherence
To help patients remember to take … AI-based application
automatically sends check-in messages to patients who were recently prescribed a new medication … The application sends medication reminders and generates questions about any new
symptoms. … They seemed open to using AI tools for simpler
healthcare situations, such as medication reminders or
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cdsic.ahrq.gov/sites/default/files/2024-06/Final_MO_Patient%20Preference%20Report_6.7.24_0.pdf
January 01, 2024 - For example, a patient can
express communication preferences for PC CDS designed to support medication … adherence,
which can then inform how often they are reminded to take their medication. … surgically; management and care to
cure, ameliorate, or slow
progression of a medical condition,
e.g., medication … Outcome prioritization tool for
medication review in older patients with multimorbidity: a pilot study