A Renewable-Resource Approach to Database Valuation
We demonstrate in this paper that firms should view customers in a database as a renewable resource when valuating them. Indeed, customer names flow in and out of the firm’s databases, and the goal of the firm is to optimize the overall customer acquisition/cultivation/attrition process. The renewab...
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sg-smu-ink.lkcsb_research-29122018-07-09T07:41:51Z A Renewable-Resource Approach to Database Valuation Dreze, Xavier Bonfrer, Andre We demonstrate in this paper that firms should view customers in a database as a renewable resource when valuating them. Indeed, customer names flow in and out of the firm’s databases, and the goal of the firm is to optimize the overall customer acquisition/cultivation/attrition process. The renewable resource approach to the problem of maximizing the profits generated by a flow of customer names is more appropriate than the traditional Customer Lifetime Value (CLV) approach. We show that CLV underestimates the true value of names (by more than 400% in some cases) and leads to sub-optimal customer relationship management and acquisition strategies. For instance, while a firm should discount future profits when valuating its database, it should not discount these same profits when setting its acquisition policy. We derive the first-order condition, and perform comparative statics, for a firm trying to optimize its contact policy. Perhaps the most interesting result stemming from the comparative statics is the implication that start-up companies should contact their customers less frequently than established companies. Start-ups should resist the temptation of boosting short-term revenues in favor of accumulating names by spacing communications. We finish the paper with an analysis of customer heterogeneity. 2003-10-01T07:00:00Z text application/pdf https://ink.library.smu.edu.sg/lkcsb_research/1913 https://ink.library.smu.edu.sg/context/lkcsb_research/article/2912/viewcontent/1603paper1.pdf http://creativecommons.org/licenses/by-nc-nd/4.0/ Research Collection Lee Kong Chian School Of Business eng Institutional Knowledge at Singapore Management University Management Information Systems |
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Management Information Systems Dreze, Xavier Bonfrer, Andre A Renewable-Resource Approach to Database Valuation |
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We demonstrate in this paper that firms should view customers in a database as a renewable resource when valuating them. Indeed, customer names flow in and out of the firm’s databases, and the goal of the firm is to optimize the overall customer acquisition/cultivation/attrition process. The renewable resource approach to the problem of maximizing the profits generated by a flow of customer names is more appropriate than the traditional Customer Lifetime Value (CLV) approach. We show that CLV underestimates the true value of names (by more than 400% in some cases) and leads to sub-optimal customer relationship management and acquisition strategies. For instance, while a firm should discount future profits when valuating its database, it should not discount these same profits when setting its acquisition policy. We derive the first-order condition, and perform comparative statics, for a firm trying to optimize its contact policy. Perhaps the most interesting result stemming from the comparative statics is the implication that start-up companies should contact their customers less frequently than established companies. Start-ups should resist the temptation of boosting short-term revenues in favor of accumulating names by spacing communications. We finish the paper with an analysis of customer heterogeneity. |
format |
text |
author |
Dreze, Xavier Bonfrer, Andre |
author_facet |
Dreze, Xavier Bonfrer, Andre |
author_sort |
Dreze, Xavier |
title |
A Renewable-Resource Approach to Database Valuation |
title_short |
A Renewable-Resource Approach to Database Valuation |
title_full |
A Renewable-Resource Approach to Database Valuation |
title_fullStr |
A Renewable-Resource Approach to Database Valuation |
title_full_unstemmed |
A Renewable-Resource Approach to Database Valuation |
title_sort |
renewable-resource approach to database valuation |
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Institutional Knowledge at Singapore Management University |
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2003 |
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https://ink.library.smu.edu.sg/lkcsb_research/1913 https://ink.library.smu.edu.sg/context/lkcsb_research/article/2912/viewcontent/1603paper1.pdf |
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