Why is it important to be careful to distinguish between
correlation and causation? In your business...
Why is it important to be careful to distinguish between
correlation and causation? In your business experience, how would
you go about making sure that these issues do not get confused and
mixed up?
Solutions
Expert Solution
ANSWER:
A relationship between's factors
doesn't naturally imply that the adjustment in one variable is the
reason for the adjustment in the estimations of the other variable.
This is start inverse to 'Causation', which shows that one occasion
is the consequence of the event of the other occasion; for example
there is a causal connection between the two occasions .
Along these lines, confusing connection with causation will
prompt wrong derivations. In business , I would possibly close
connection as casusation if different parameters are held
consistent. I will just take care to discover any idle variable,
that may causing the false connection between the 2 orinigal
variable.
An expansion in populace implies an expansion in utilization.
<- - this might be correaltion yet a deceptive connection.
The inert variable ' buying limit per individual' is answerable
for increment in populace ( in light of the fact that one would now
be able to bear to have more children) , and furthermore increment
utilization per individual. Henceforth, increment in utilization
can be wronly credited to increment in populace.
Confounding the concepts of correlation and causation is a
common source of errors in business. Write a 300-500-word essay in
which you explain correlation, causation, and the errors of
confusing the two. Include at least one example from your personal
or work experience that illustrates this problem and indicates the
realized or potential costs of such a mistake.
What is the difference between correlation and causation? Offer
an example of each as it relates to healthcare operations
management. Then explain how these concepts are important in
identifying and prioritizing operational improvement
opportunities.
v(a) Using examples, outline the differences between correlation
and causation. (b) The Excel correlation matrix below shows
correlation coefficients between cheapest economy and business
class fares, flight times and flight distances for non-stop
round-trip flights in December 2019 to 12 medium- and long-haul
destinations from Manchester Airport (source: flights.google.com,
accessed 4th November 2019). Economy Fare Business Fare Time
Distance Economy Fare 1.000 Business Fare 0.854 1.000 Time 0.663
0.494 1.000 Distance 0.520 0.317 0.971 1.000 (i) Explain how this
correlation...