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Evaluation must be done in hindsight, after the work has…

“Evaluation must be done in hindsight, after the work has been done, not for proposals for work to be done. That said, secondary factors must carry some weigh, because research results depend too much on historical contingency and luck. As articulated by Ralph Bown, vice president of research at…” quote by Venkatesh Narayanamurti
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““Evaluation must be done in hindsight, after the work has been done, not for proposals for work to be done. That said, secondary factors must carry some weigh, because research results depend too much on historical contingency and luck. As articulated by Ralph Bown, vice president of research at Bell Labs from 1951 to 1955: 'A conviction on the part of employees that meritorious performance will be honestly appraised and adequately rewarded is a necessary ingredient of their loyalty. This appraisal, to be fair and convincing, must be based on the individual's performance and capabilities rather than wholly on the direct value of his results. A system which rewards only those lucky enough to strike an idea which pays off handsomely will not have the cooperative teamwork needed for vitality of the enterprise as a whole.””

Venkatesh Narayanamurti

About This Quote

This interpretation was drafted with AI assistance. It is one reading of the quote, not the author's own explanation.

Evaluation should consider hindsight and contextual factors, not just proposals, to reward merit fairly.

In simple terms: Assess work with context, not just ideas.

Key Takeaway

Value fair, contextual appraisal.

Themes

evaluation fairness research history luck performance

Mood

analytical thoughtful

Type

academic policy

When to use this quote

  • in academia
  • in corporate R&D
  • in project reviews

Key Concepts

meritocracy organizational behavior risk assessment

Questions to Reflect On

  • How can evaluations balance luck and skill?
  • What metrics capture true contribution?
A Different Perspective

Over-reliance on luck can demotivate innovative effort.

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