| Titel | A Viral Branching Model for Predicting the Spread of Electronic Word-of-Mouth |
|---|---|
| Gepubliceerd in | ERIM report series research in management Erasmus Research Institute of Management. ISSN 1566-5283. |
| Auteur | Lans, van der R.J.A. (Ralf); Bruggen, van G.H. (Gerrit); Eliashberg, J. (Jehoshua); Wierenga, B. (Berend) |
| Datum | 2009-05-15 |
| Trefwoord(en) | Markov processes, branching processes, forecasting, online marketing, viral marketing, word of mouth |
| Taal | Engels |
| Type | working paper |
| Uitgever | Erasmus Research Institute of Management (ERIM), Erasmus University Rotterdam (ERIM is the joint researchinstitute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam) |
| Samenvatting | In a viral marketing campaign an organization develops a marketing message, and stimulates customers to forward this message to their contacts. Despite its increasing popularity, there are no models yet that help marketers to predict how many customers a viral marketing campaign will reach, and how marketers can influence this process through marketing activities. This paper develops such a model using the theory of branching processes. The proposed Viral Branching Model allows customers to participate in a viral marketing campaign by 1) opening a seeding email from the organization, 2) opening a viral email from a friend, and 3) responding to other marketing activities such as banners and offline advertising. The model parameters are estimated using individual-level data that become available in large quantities already in the early stages of viral marketing campaigns. The Viral Branching Model is applied to an actual viral marketing campaign in which over 200,000 customers participated during a six-week period. The results show that the model quickly predicts the actual reach of the campaign. In addition, the model proves to be a valuable tool to evaluate alternative what-if scenarios. |
| Publicatie | http://hdl.handle.net/1765/16015 |
| Persistent Identifier | urn:NBN:nl:ui:15-1765/16015 |
| Metadata | XML |
| Repository | Erasmus Universiteit Rotterdam |
Omhoog
Ga terug naar de inhoud
Ga terug naar de site navigatie