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J·BJon BishopIndependent growth marketer

Email marketing · Profit-based target-selection methodology with empirical predictive evaluation.

Optimal Selection for Direct Mail

Marketing Science · 1995

Jan Roelf Bult, Tom Wansbeek

Summary

Empirical part reports high predictive accuracy and higher net returns than traditional approaches.

For your marketing

Possible founder application

Use as a behavioral mechanism or experiment-design reference, not a direct forecast for a SaaS funnel.

Reported result

What the study found

Empirical part reports high predictive accuracy and higher net returns than traditional approaches.

Research question

What the authors investigated

Which households should receive direct mail when mailing cost and expected return are optimized?

Design

Profit-based target-selection methodology with empirical predictive evaluation.

Sample and setting

Household mailing-list population in a direct-mail setting.

Scope and transfer

Limitations to keep in view

Abstract does not disclose the firm/sample size and evidence is from direct-mail target selection; external validity is limited by that setting.

Research sources

Publisher abstract explicitly reports empirical predictive accuracy and net-return comparison. Direct publisher-page retrieval was recorded on 2026-10-09; this profile uses the publisher abstract/metadata and does not claim independent review of unavailable full text.

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