Back to Search Start Over

What is the Value of Experimentation & Measurement?

Authors :
Benjamin Paul Chamberlain
C. H. Bryan Liu
Source :
ICDM
Publication Year :
2019
Publisher :
IEEE, 2019.

Abstract

Experimentation and Measurement (E&M) capabilities allow organizations to accurately assess the impact of new propositions and to experiment with many variants of existing products. However, until now, the question of measuring the measurer, or valuing the contribution of an E&M capability to organizational success has not been addressed. We tackle this problem by analyzing how, by decreasing estimation uncertainty, E&M platforms allow for better prioritization. We quantify this benefit in terms of expected relative improvement in the performance of all new propositions and provide guidance for how much an E&M capability is worth and when organizations should invest in one.

Details

Database :
OpenAIRE
Journal :
2019 IEEE International Conference on Data Mining (ICDM)
Accession number :
edsair.doi...........457d37a7d68a3876c9b1adc51aa5144d