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What People Analytics Can’t Capture
- by Daniel Goleman”
The latest fad in human resources
is using Data Analytics and
personality test scores to predict if
a person is best for a given job,
called EQ.
BUT
Statistics means
never having to say
you are certain.
INSIGHTS
1.
Many businesses are
reaping rewards from big
data analytics. But there
are also some areas of
disappointment.
Experts caution that big data,
like any other, is only as good
as the questions being asked
and that some algorithms
can make unhelpful
assumptions.
2
Managers who focus too
much on performance at
the expense of people can
be ruinous to the
organization over the long
term
Using an outcome metric like an
executive’s earnings
performance, while ignoring his
role as a boss and his impact on
the morale, loyalty, focus, and
stress levels of his direct
reports, may result in a false
indication of who’s really the
best boss.
Managerial Relevance
Why and
how are
these
insights
relevant to
a manager
in India
?
1
Algorithms have their own
limitations. The assumptions
built into a test can
themselves be biased against
certain traits and so
discriminate unfairly.
2
For a hiring manager-the
strongest predictor of a
person’s future behavior is
their past performance itself
THANK YOU

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What People Analytics Can’t Capture - by Daniel Goleman

  • 1. What People Analytics Can’t Capture - by Daniel Goleman”
  • 2. The latest fad in human resources is using Data Analytics and personality test scores to predict if a person is best for a given job, called EQ.
  • 3. BUT Statistics means never having to say you are certain.
  • 5. 1. Many businesses are reaping rewards from big data analytics. But there are also some areas of disappointment.
  • 6. Experts caution that big data, like any other, is only as good as the questions being asked and that some algorithms can make unhelpful assumptions.
  • 7. 2 Managers who focus too much on performance at the expense of people can be ruinous to the organization over the long term
  • 8.
  • 9. Using an outcome metric like an executive’s earnings performance, while ignoring his role as a boss and his impact on the morale, loyalty, focus, and stress levels of his direct reports, may result in a false indication of who’s really the best boss.
  • 10. Managerial Relevance Why and how are these insights relevant to a manager in India ?
  • 11. 1 Algorithms have their own limitations. The assumptions built into a test can themselves be biased against certain traits and so discriminate unfairly.
  • 12. 2 For a hiring manager-the strongest predictor of a person’s future behavior is their past performance itself