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Pricing and data science: The tale of two accidentally parallel transitions Cover

Pricing and data science: The tale of two accidentally parallel transitions

By: Jacek Wallusch  
Open Access
|Jul 2023

Abstract

Accidentally parallel at the beginning, the transition to value-based pricing and transition to pricing data science have blended harmoniously, changing the pricing landscape. Using the marketing capability approach, I show that the introduction of pricing data science is costly and requires higher management support. Despite its cost, algorithmic price optimisation allows one to react swiftly to changes in demand. The optimisation process is applied to inherently non-linear, multimodal, and right-skewed pricing data. Presenting the interactions between new computational techniques and value-data pricing, I concentrate on altered perceptions of price elasticity, value-driver estimations, and contract opportunity analysis.

DOI: https://doi.org/10.18559/ebr.2023.2.739 | Journal eISSN: 2450-0097 | Journal ISSN: 2392-1641
Language: English
Page range: 115 - 132
Submitted on: Apr 30, 2023
Accepted on: Jun 16, 2023
Published on: Jul 26, 2023
Published by: Poznań University of Economics and Business Press
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2023 Jacek Wallusch, published by Poznań University of Economics and Business Press
This work is licensed under the Creative Commons Attribution 4.0 License.