Index (statistics)

The ‘Report by the Commission on the Measurement of Economic Performance and Social Progress’, written by Joseph Stiglitz, Amartya Sen, and Jean-Paul Fitoussi in 2009 [3] suggests that these measures have experienced a dramatic growth in recent years due to three concurring factors: According to Earl Babbie, items in indices are usually weighted equally, unless there are some reasons against it (for example, if two items reflect essentially the same aspect of a variable, they could have a weight of 0.5 each).

First, items should be selected based on their content validity, unidimensionality, the degree of specificity in which a dimension is to be measured, and their amount of variance.

Items should be empirically related to one another, which leads to the second step of examining their multivariate relationships.

[6] The handbook – officially endorsed by the OECD high level statistical committee, describe ten recursive steps for developing an index:[7] As suggested by the list, many modelling choices are needed to construct a composite indicator, which makes their use controversial.

[8] A sociological reading of the nature of composite indicators is offered by Paul-Marie Boulanger, who sees these measures at the intersection of three movements:[9] A subsequent work by Boulanger [10] analyses composite indicators in light of the social system theories of Niklas Luhmann to investigate how different measurements of progress are or are not taken up.

Sample of statistics graph
Sample of a well maintained data [ clarification needed ]