ISP
120 Class Notes
There are two ways to measure change in
numerical data. One can examine either
the absolute change or the relative change.
The absolute change in numerical data is the difference between the
initial and final figures. That is, the
final amount minus the initial amount.
If the absolute change is negative, this implies a decrease from the
initial to the final amount. If the absolute change is positive, this implies
an increase from the initial to the final amount.
The relative change in numerical data is the ratio of the absolute
change relative to the initial
amount. That is, the absolute change
divided by the initial amount. Typically, this ratio is then converted to a
percentage change.
In fact, percentage change and relative
change are synonymous. If the
relative change is negative, this implies a percent decrease from the initial
to the final amount. If the relative change is positive, this implies a percent
increase from the initial to the final amount.
To study the distinction between these two different ways of measuring change, refer to the EXCEL file WorldCountryPop.xls, which lists the population of various countries in the world in 1980, 1990, and 2000. If we measure the population change of the countries from 1990 to 2000 using the absolute change, we can see which country experienced the greatest and least population change.
Notice that the Ukraine experienced the
greatest decrease in its population from 1990 to 2000. It lost 2,505,000
people. In contrast, India experienced the greatest increase in its
population from 1990 to 2000. It gained
163,446,000 people. Note: Pay
close attention to the population figures which are given in thousands.
|
Area |
Population (in
thousands) |
|
||
Country
or area |
(sq. mile) |
1980 |
1990 |
2000 |
Absolute Popul Change from 1990 to 2000 |
Ukraine |
233089 |
50047 |
51658 |
49153 |
-2505 |
Russia |
6592817 |
139045 |
148082 |
146001 |
-2081 |
Bulgaria |
42683 |
8844 |
8894 |
7797 |
-1097 |
Bosnia
and Herzegovina |
19741 |
4092 |
4424 |
3836 |
-588 |
.
.
.
Nigeria |
351649 |
69593 |
92483 |
123338 |
30855 |
Indonesia |
705189 |
154936 |
188651 |
224784 |
36133 |
China |
3600930 |
984736 |
1138895 |
1261832 |
122937 |
India |
1147950 |
690462 |
850558 |
1014004 |
163446 |
One can measure the population change of these countries in relative terms, also. This can be especially informative since the 1990 populations vary so much from country to country. We can measure what percent of the initial (1990) population the absolute change represents. That is, we want to form the ratio between the absolute population change and the initial (1990) population for each country. To do this, we divide the absolute population change by the initial (1990) population to find the relative population change from 1990 to 2000.
Notice below, that Bosnia-Herzegovina experienced the greatest percent decrease in its population. A loss of 588 thousand people reflects a 13.29% decrease in its initial (1990) population. In contrast, Afghanistan experienced the greatest percent increase in its population. Its 2000 population is 75.52% greater than its initial (1990) population.
|
Area |
Population ( in
thousands) |
|
|
||
Country
or area |
(sq. mile) |
1980 |
1990 |
2000 |
Absolute Popul. Change from 1990 to 2000 |
Relative Popul. Change from 1990 to 2000 |
Bosnia
and Herzegovina |
19741 |
4092 |
4424 |
3836 |
-588 |
-13.29% |
Bulgaria |
42683 |
8844 |
8894 |
7797 |
-1097 |
-12.33% |
Latvia |
24903 |
2525 |
2672 |
2405 |
-267 |
-9.99% |
Estonia |
17413 |
1482 |
1573 |
1431 |
-142 |
-9.03% |
.
.
.
French
Guiana |
34421 |
68 |
116 |
173 |
57 |
49.14% |
Jordan |
35344 |
2163 |
3262 |
4999 |
1737 |
53.25% |
Qatar |
4247 |
231 |
481 |
744 |
263 |
54.68% |
Afghanistan |
250000 |
14985 |
14750 |
25889 |
11139 |
75.52% |
Although we can measure change in numerical data in two ways, it is generally more informative to calculate the relative change because it a quantitative measurement that is very sensitive to what the initial amount is (which is the denominator in the ratio). Think about this claim by looking at the first table above where Bulgaria experienced a smaller absolute loss in its population than Russia did. However, because Bulgaria’s initial (1990) population is so much smaller than Russia’s, the relative population change for Bulgaria is a whopping 12.33% population loss. Whereas, Russia’s percent decrease in population is only 1.4%.
Here is another look—using a more graphical approach—at the very different conclusions that can be reached when measuring numerical change according to absolute versus relative terms. Carefully compare and contrast the geographical trends of the absolute population change versus the relative population change. There are some dramatic differences to be observed here which once again highlight the distinction between the quantitative measurements of absolute change and relative change.