The 5 r’s: An emerging bold standard for conducting relevant research in a changing world

C. J. Peek, Russell E. Glasgow, Kurt C. Stange, Lisa M. Klesges, E. Peyton Purcell, Rodger S. Kessler

    Research output: Contribution to journalArticlepeer-review

    60 Scopus citations


    Research often fails to find its way into practice or policy in a timely way, if at all. Given the current pressure and pace of health care change, many authors have recommended different approaches to make health care research more relevant and rapid. An emerging standard for research, the “5 R’s” is a synthesis of recommendations for care delivery research that (1) is relevant to stakeholders; (2) is rapid and recursive in application; (3) redefines rigor; (4) reports on resources required; and (5) is replicable. Relevance flows from substantive ongoing participation by stakeholders. Rapidity and recursiveness occur through accelerated design and peer reviews followed by short learning/implementation cycles through which questions and answers evolve over time. Rigor is the disciplined conduct of shared learning within the specific changing situations in diverse settings. Resource reporting includes costs of interventions. Replicability involves designing for the factors that may affect subsequent implementation of an inter-vention or program in different contexts. These R’s of the research process are mutually reinforcing and can be supported by training that fosters collaborative and reciprocal relationships among researchers, implementers, and other stake-holders. In sum, a standard is emerging for research that is both rigorous and relevant. Consistent and bold application will increase the value, timeliness, and applicability of the research enterprise.

    Original languageEnglish (US)
    Pages (from-to)447-455
    Number of pages9
    JournalAnnals of Family Medicine
    Issue number5
    StatePublished - 2014


    • Evaluation research
    • Healthcare research
    • Partnership research
    • Rapid research
    • Research design

    ASJC Scopus subject areas

    • Family Practice


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