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Innovation Center

The Innovation Center is the research hub for the Clinical Decision Support Innovation Collaborative (CDSiC) and is comprised of two Cores: 1) Measurement and Value of Clinical Decision Support (CDS) and 2) Conducting and Coordinating CDS Projects. Through these two Cores, the Innovation Center: facilitates real-world patient-centered clinical decision support (PC CDS) measurement and testing projects; improves CDS usability by identifying best practices for design and implementation; and advances the translation of patient-centered outcomes research (PCOR) into clinical practice using CDS to improve patient and clinician decision making. 

Group of people putting sticky notes on a wall The Innovation Center provides a unique opportunity to demonstrate, test, and advance novel PC CDS projects that align with the PC CDS lifecycle, which describes the process for translating PCOR into CDS, and that incorporate the CDS Five Rights: the right information, to the right people, in the right format, through the right channel, at the right time. 

The Innovation Center has established two Cores that engage stakeholders, including clinicians, informaticians, researchers, payers, and patients, in designing and conducting projects that address the key challenges to widespread use of PC CDS. The Cores will also provide guidance and frameworks for measuring CDS use and effectiveness. 

The Measurement and Value of CDS Core works to standardize the measurement of all aspects of CDS, guided by the principles of the CDS Five Rights. The research projects of this Core will identify and develop measurement concepts and frameworks for the entire CDS lifecycle. The Conducting and Coordinating CDS Projects Core implements PC CDS in real-world settings, tests new ideas, and identifies best practices for PC CDS implementation to address the complexities and challenges faced during last-mile implementation. 

The Innovation Center and Core activities are guided by a Planning Committee that meets regularly to support coordination of the two Cores, provide input on key decisions, and ensure the Cores are informed by and aligned with the broader field of CDS development and implementation. 

Planning Committee Members

Innovation Center Products

In its third year, the Innovation Center is building off the real-world projects completed in its first two years that sought to advance development, implementation, and measurement of PC CDS. Read about the three new real-world projects that are underway in the CDSiC Innovation Center’s third year here.

Read about the work completed by the Innovation Center in its first two years below:

This article, published in the Journal of the American Medical Informatics Association (JAMIA), uses workflow execution models to highlight new considerations for patient-centered clinical decision support (PC CDS) policies, processes, procedures, technology, and expertise required to support new workflows. Implementing and working with these new PC CDS-focused workflow execution models can lead to long-term positive impacts on patient health.
This article, published in the Journal of the American Medical Informatics Association (JAMIA), discusses a comprehensive patient-centered clinical decision support (PC CDS) lifecycle framework developed and vetted by members of the CDSiC team.

This report assesses the future use of a patient-facing large language model-powered PC CDS prototype that seeks to streamline patient-provider communication.
This report assesses the design, development, deployment, and future use of a PC CDS application (app) that supports hypertension medication adherence.
This slideshow provides an overview of two dashboards measuring the performance of patient-centered clinical decision support.
From the AHRQ CDSiC Innovation Center, this article published in Applied Clinical Informatics (ACI) shares findings from a scoping review of studies of patient-generated health data (PGHD) dashboards that involved clinician users in design or evaluations.
This software toolkit allows users to adapt or create new visualizations involving patient-generated health data (PGHD) for both patients and clinicians to support patient-centered clinical decision support (PC CDS).

Innovation Center Quarterly Progress Reports

Each quarter, the CDSiC Innovation Center will publish progress reports documenting developments and updates related to the work of the Innovation Center Cores and the Innovation Center Planning Committee.

This quarterly report provides a summary of the status of all projects and activities being conducted within the CDSiC Innovation Center from July 2024 through September 2024. Over this period, the Innovation Center has focused on completing four projects across both Cores.
This quarterly report provides a summary of the status of all projects and activities being conducted within the CDSiC Innovation Center from April 2024 through June 2024. Over this period, the Innovation Center has focused on developing four projects for the third year of the CDSiC.
This quarterly report provides a summary of the status of all projects and activities being conducted within the CDSiC Innovation Center from January 2024 through March 2024. Over this period, the Innovation Center has focused on developing four projects for the third year of the CDSiC.
This quarterly report provides a summary of the status of all projects and activities being conducted within the CDSiC Innovation Center from October 2023 through December 2023. Over this period, the Innovation Center has focused on planning and developing four projects for the third year of the CDSiC.
This quarterly report provides a summary of the status of all projects and activities being conducted within the CDSiC Innovation Center from July 2023 through September 2023. Over this period, the Innovation Center has focused on finalizing deliverables for three projects and preparing for the new project year.
This quarterly report provides updates on the progress of Innovation Center activities from April to July 2023. During this period, the Innovation Center focused on finalizing deliverables for three projects that work to address gaps in measuring and monitoring patient-centered clinical decision support (PC CDS) performance.
This quarterly report provides a summary of the status of all projects and activities being conducted within the CDSiC Innovation Center from January 2023 through March 2023. Over this period, the Innovation Center has focused on advancing deliverables for three projects.
This report provides updates on progress of the activities of the Innovation Center from October to December 2022, including the facilitation of a Planning Committee and development of reports, manuscripts, and dashboard prototypes.
This report provides updates on progress of Innovation Center activities from July to September 2022, including conducting literature reviews and key informant interviews, developing reports, and facilitating a Planning Committee.

The Clinical Decision Support Innovation Collaborative (CDSiC) created this infographic to explain the definition of patient-centered clinical decision support (PC CDS).
Read this vignette to see an example of how patient-centered clinical decision support (PC CDS) is being used in the real world to support patient-centered care for postpartum women.
The CDSiC Innovation Center Option Year 1 Charter is a document that describes the roles and key activities of the Innovation Center.
The CDSiC Innovation Center Option Year 1 Operational Framework is a document that provides direction for the Innovation Center.