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Living Textbook of
Pragmatic Clinical Trials

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Rethinking Clinical Trials

A Living Textbook of Pragmatic Clinical Trials

  • Design
    • What is a Pragmatic Clinical Trial?
    • Decentralized Pragmatic Clinical Trials
    • Developing a Compelling Grant Application
    • Experimental Designs and Randomization Schemes
    • Endpoints and Outcomes
    • Analysis Plan
    • Using Electronic Health Record Data
    • Building Partnerships and Teams to Ensure a Successful Trial
    • Intervention Delivery and Complexity
    • Patient Engagement
  • Data, Tools & Conduct
    • Assessing Feasibility
    • Acquiring Real-World Data
    • Assessing Fitness-for-Use of Real-World Data
    • Study Startup
    • Participant Recruitment
    • Monitoring Intervention Fidelity and Adaptations
    • Patient-Reported Outcomes
    • Clinical Decision Support
    • Mobile Health
    • Electronic Health Records–Based Phenotyping
    • Navigating the Unknown
  • Dissemination & Implementation
    • Data Sharing and Embedded Research
    • Dissemination Approaches for Different Audiences
    • Implementation
    • End-of-Trial Decision-Making
  • Ethics & Regulatory
    • Privacy Considerations
    • Identifying Those Engaged in Research
    • Collateral Findings
    • Consent, Disclosure, and Non-Disclosure
    • Data and Safety Monitoring
    • Ethical Considerations of Data Sharing in Pragmatic Clinical Trials
    • Ethics for AI and ML
    • IRB Responsibilities and Procedures

Meaningful Endpoints

CHAPTER SECTIONS

Choosing and Specifying Endpoints and Outcomes


Section 2

Meaningful Endpoints

Expand Contributors

Lesley Curtis, PhD
Adrian F. Hernandez, MD, MHS
Kevin P. Weinfurt, PhD

Contributing Editor
Karen Staman, MS

A distinguishing feature of PCTs is a focus on outcomes that are "directly relevant to participants, funders, communities, and healthcare practitioners" (Califf and Sugarman 2015).

  • Who will use the information the most?
  • Does the outcome matter to them?

For example, researchers and regulators might be interested in measuring how an intervention reduces the risk of cardiovascular death. However, a patient does not care how the intervention reduces the risk of cardiovascular death if the overall risk of death is unchanged. Complicating matters, health care system leaders might care about broader endpoints (such as reduced infection rate), because these endpoints may affect the health system as a whole.

According to the PRECIS-2 (Pragmatic Explanatory Continuum Indicator Summary 2) criteria, "as the primary outcome becomes less recognizably important to patients, or is assessed on criteria seldom used in usual care, the trial becomes more explanatory [and less pragmatic]" (Loudon et al. 2015). Authors of the PRECIS-2 criteria provide an example of number of falls in elderly in the community as a pragmatic outcome, in contrast with surrogate endpoints such as bone density, muscle strength, and functional ability, when assessing an intervention designed to reduce falls. (Learn more about the PRECIS-2 tool.)

Qualities that make outcomes less pragmatic

  • Choosing a surrogate outcome or physiological outcome that is mainly important to providers (such as a blood test)
  • Using a composite outcome that is less important to patients
  • Choosing tests not normally used in usual care or outcomes that require central adjudication
  • Measuring a shorter-term outcome of an intervention for a condition in which patients are more concerned about longer-term outcomes

Note that use of a surrogate endpoint, while technically less pragmatic, may still be the best way to measure the effects of an intervention or activity in some cases. For example, surrogate endpoints can be used to describe outcomes in patients with ambiguous conditions or conditions for which there are multiple diagnoses, although care must be taken to ensure that the endpoint is specific and sensitive enough to be valid. For example, a range of ICD codes can be used for diabetes, and collectively the code set can identify most cases, but any individual code will be limited.

For more on stakeholders who might provide input regarding which endpoints and outcomes are the most important to stakeholder groups, see the Living Textbook Chapter, Building Partnerships to Ensure a Successful Trial. For more on determining whether an endpoint is valid, see the Living Textbook Chapter on Assessing Fitness for Use of Real-world Data Sources.

Previous Section Next Section

SECTIONS

CHAPTER SECTIONS

sections

  1. Introduction
  2. Meaningful Endpoints
  3. Outcomes Measured via the Electronic Health Record
  4. Inpatient Endpoints in Pragmatic Clinical Trials
  5. Using Death as an Endpoint
  6. Outcomes Measured via Digital Health Technology
  7. Outcomes Measured via Direct Patient Report

REFERENCES

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Califf RM, Sugarman J. 2015. Exploring the ethical and regulatory issues in pragmatic clinical trials. Clin Trials. 12:436-441. doi:10.1177/1740774515598334. PMID: 26374676.

Loudon K, Treweek S, Sullivan F, Donnan P, Thorpe KE, Zwarenstein M. 2015. The PRECIS-2 tool: designing trials that are fit for purpose. BMJ. 350:h2147. doi: https://doi.org/10.1136/bmj.h2147. PMID: 25956159.

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Version History

March 11, 2026: Updated as part of annual review (changes made by K. Staman).

September 30, 2022: Made minor nonsubstantive text edits (changes made by K. Staman and L. Stewart)

July 2, 2020: Minor corrections to layout and formatting (changes made by D. Seils).

February 11, 2020: Added links to Building Partnerships to Ensure a Successful Trial (changes made by K. Staman).

December 4, 2018: Added key questions (changes made by K. Staman).

Published August 25, 2017

current section :

Meaningful Endpoints

  1. Introduction
  2. Meaningful Endpoints
  3. Outcomes Measured via the Electronic Health Record
  4. Inpatient Endpoints in Pragmatic Clinical Trials
  5. Using Death as an Endpoint
  6. Outcomes Measured via Digital Health Technology
  7. Outcomes Measured via Direct Patient Report

Citation:

Curtis L, Hernandez A, Weinfurt K. Choosing and Specifying Endpoints and Outcomes: Meaningful Endpoints. In: Rethinking Clinical Trials: A Living Textbook of Pragmatic Clinical Trials. Bethesda, MD: NIH Pragmatic Trials Collaboratory. Available at: https://rethinkingclinicaltrials.org/chapters/design/choosing-specifying-end-points-outcomes/meaningful-endpoints/. Updated March 11, 2026. DOI: 10.28929/010.

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