Helping Firms Reduce Complexity in Multichannel Online Data: A New Taxonomy-Based Approach for Customer Journeys

- We propose a taxonomy for online channels based on contact origin and brand usage.
- We employ a proportional hazard model to handle multichannel customer journeys.
- We uncover meaningful interaction effects between contacts across channel types.
- Channel usage facilitates inferences on underlying purchase decision processes.