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The Pathologist / Issues / 2026 / March / Value-based Healthcare: How Do We Get There?
Laboratory management Bioinformatics Clinical care Precision medicine Profession Opinion and Personal Narratives Professional Development Career Pathways

Value-based Healthcare: How Do We Get There?

Experts discuss ways to achieve a new model of proactive, population-level healthcare

By Helen Bristow 03/25/2026 Discussion 8 min read
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Clinical Scorecard: Value-based Healthcare: How Do We Get There?

At a Glance

CategoryDetail
ConditionValue-based healthcare implementation
Key MechanismsPredictive data generation, diagnostic optimization, closed-loop systems
Target PopulationPathologists and laboratory medicine professionals
Care SettingClinical laboratories and healthcare systems

Key Highlights

  • Pathologists must engage in healthcare program design and understand payment models.
  • Laboratory medicine professionals are shifting towards proactive roles in patient care.
  • Reducing time to diagnosis must trigger clinical protocols for value creation.
  • Closed-loop systems ensure laboratory results drive clinical action.
  • Machine learning enhances predictive care management in laboratory settings.

Guideline-Based Recommendations

Diagnosis

  • Implement diagnostic optimization to trigger clinical protocols.

Management

  • Utilize machine learning for predictive analytics in laboratory testing.

Monitoring & Follow-up

  • Establish feedback loops from electronic health records to track clinical actions.

Risks

  • Failure to integrate laboratory results into clinical decision-making can lead to missed opportunities for patient care.

Patient & Prescribing Data

Patients requiring laboratory testing and diagnostics, including those with rare diseases.

Integration of laboratory results with molecular and genomic data can guide treatment decisions.

Clinical Best Practices

  • Encourage pathologists to participate actively in healthcare delivery discussions.
  • Develop systems that ensure laboratory results are acted upon promptly.
  • Leverage advanced analytics to enhance patient care at both individual and population levels.

References

    This content is an AI-generated, fully rewritten summary based on a published scholarly article. It does not reproduce the original text and is not a substitute for the original publication. Readers are encouraged to consult the source for full context, data, and methodology.

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    About the Author(s)

    Helen Bristow

    Combining my dual backgrounds in science and communications to bring you compelling content in your speciality.

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