The Recommendation Calibration Standard

 Professionals frequently provide recommendations—which vendor to select, which candidate to hire, which strategy to pursue. The recommendation calibration standard requires that the strength of a recommendation match the strength of the evidence supporting it. Strong recommendations rest on strong evidence; weak evidence warrants appropriately qualified recommendations. The professional who calibrates accurately maintains credibility; the one who does not eventually finds their recommendations discounted.


The standard is frequently violated under social pressure. A colleague requests a recommendation; providing a qualified one feels ungenerous. A client expects confidence; expressing uncertainty feels unprofessional. The professional who yields to these pressures provides uncalibrated recommendations that may feel comfortable in the moment but erode credibility over time as outcomes reveal the gap between confidence and accuracy.


Maintaining calibration requires the discipline to qualify recommendations appropriately regardless of social pressure. For those pursuing principled professional development strategies, recommendation calibration preserves the credibility that makes future recommendations valuable. Our calibration framework provides language for appropriate qualification..

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