Evidence, guidance, and operating context.
A curated library for clinical leaders, digital health teams, and health systems translating research into workflow, reimbursement, and measurable value.
Start with the question.
The resource library is organized around the practical decisions teams make before a pilot, product launch, or operational redesign.
What has been shown?
Use the featured studies to ground claims in real analyses before moving into operations.
Can the work be measured?
Use quality, structured data, and KPI references to define what should be visible.
Where does it fit?
Use informatics and implementation resources to connect evidence to real care delivery.
Evidence with operational signal.
Selected publications and applied research that connect care delivery, documentation, measurement, and reimbursement.
A multi-institutional evaluation of billing for tobacco-cessation services.
Academic medical centers found tobacco-cessation services were billed in under 2% of eligible visits, highlighting missed value and care gaps.
Read studyCigStopper validation for tobacco cessation billing automation.
A machine learning prototype was validated across synthetic and real deidentified data to identify documentation signals and automate billing recommendations.
Read studyA lost opportunity in tobacco cessation care.
This analysis quantified the economic impact of missed billing opportunities for tobacco cessation within a large healthcare system.
Read studyQuality performance measures for in-person vs telemedicine primary care.
This study compared standardized HEDIS performance measures across telemedicine and in-office visits during the COVID-19 telemedicine surge.
Read studyTechnology in medicine: optimizing electronic health records.
Optimization of the EHR interface, including personalization and targeted workflows, can improve productivity and reduce clinician frustration.
Read studyFrom source material to strategic decisions.
Find the operational gap.
Identify where care, documentation, quality measures, or reimbursement are not aligned.
Map the workflow.
Translate the evidence into EHR-fit design, team ownership, and practical implementation steps.
Build the argument.
Connect the clinical rationale to measurable impact, buyer logic, and executive decision-making.
Selected blog posts.
A lighter section for practical articles that explain quality measures, structured data, prevention, and value-based care context.
Leveraging quality measures and structured data.
How structured data capture can support preventive care, value-based incentives, and measurable outcomes.
2024Essential preventive screenings and quality measures.
A practical overview of prevention-focused measures across cancer screening, hypertension, diabetes, and primary care.
2024Why quality measures matter.
How process and outcome measures shape value-based care, prevention strategy, and clinical accountability.
External references for quality, payment, and informatics.
CMS Quality Payment Program
Authoritative source for MIPS, APMs, and value-based care quality programs from CMS.
Open resourceNCQA Healthcare Quality Resources
HEDIS measures, accreditation resources, and frameworks for improving healthcare quality.
Open resourceAHRQ Quality Measures
Research, tools, and guidelines focused on clinical quality and patient outcomes.
Open resourceAMA CPT Code Resources
CPT code guidance and practice management resources for documentation and coding pathways.
Open resourceUSPSTF Guidelines
Evidence-based recommendations for preventive services, screenings, and counseling.
Open resourceHIMSS Resource Center
Resources on healthcare technology, interoperability, digital transformation, and innovation.
Open resourceAAFP Quality Improvement Resources
Quality improvement tools and best practices for primary care and family medicine teams.
Open resourceAMIA
Professional resources for biomedical and clinical informatics research, practice, and education.
Open resourcePublications and evidence base.
A complete bibliography belongs here as the source layer underneath the curated research highlights above.
Recommendation: keep the featured publications as the user-friendly entry point, then keep this as a standing bibliography that can refresh from the public NCBI bibliography.
Ready to turn evidence into a plan?
Bring a paper, dataset, pilot question, or workflow problem, and we will help translate it into a measurable path forward.
