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What People
Analytics Can’t
Capture
by DanielGoleman
It’s not just
CLIENTS
but
BOSSES
too
TIME’s recent cover story on the
latest fad in human resources says
that use of big data analytics and
personality test scores to predict
who is best for a given job – so-
called “XQ.” is upcoming in the
industry
“Statistics means
never having to say
you are certain.”
In any massive data
analysis, for
instance, there will
be random
correlations that
look “significant”
but actually are
noise, not signal.
Big data needs a hard outcome
metric for performance, but the
most readily available metrics
may not actually be the most
important variables in
organizational flourishing.
We have long known that
managers who focus too
much on performance at
the expense of people
can be ruinous to the
organization over the long
term.
But the biggest objection
comes from the fact that the
strongest predictor of a
person’s future behavior is
their past performance itself.
And that performance gets
evaluated best by people who
know that person well.
What People Analytics Can’t Capture  by Daniel Goleman

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What People Analytics Can’t Capture by Daniel Goleman

  • 3.
  • 4. TIME’s recent cover story on the latest fad in human resources says that use of big data analytics and personality test scores to predict who is best for a given job – so- called “XQ.” is upcoming in the industry
  • 5. “Statistics means never having to say you are certain.” In any massive data analysis, for instance, there will be random correlations that look “significant” but actually are noise, not signal.
  • 6.
  • 7. Big data needs a hard outcome metric for performance, but the most readily available metrics may not actually be the most important variables in organizational flourishing.
  • 8. We have long known that managers who focus too much on performance at the expense of people can be ruinous to the organization over the long term.
  • 9.
  • 10.
  • 11. But the biggest objection comes from the fact that the strongest predictor of a person’s future behavior is their past performance itself. And that performance gets evaluated best by people who know that person well.