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Designing chatbots for E-commerce engagement: A multi-study approach

Truvace record
TRV-2026-2669raw data (JSON)
Version
v1Published
First published
Evidence type
Controlled or validated comparison
Sources
1 sourcePeer-reviewed
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44a7b1963b65…check it

This study investigates how anthropomorphism design cues in shopping chatbots influence consumers’ perceptions and usage intentions on online shopping platforms. Using a sequential mixed-methods design, qualitative interviews identified two key dimensions of chatbot anthropomorphism: interactive personalization cues and conversational emotional cues. Three controlled experiments with Vietnamese online shoppers tested their effects on perceived shopping security, perceived recommendation quality, shopping enjoyme…

The gain

In three controlled experiments with Vietnamese online shoppers, chatbots using emotional message cues raised shoppers' ratings of security, recommendation quality and enjoyment, and their intention to use the chatbot, while personalization cues alone had limited effect.

Sources

1 on file
  1. Computers in Human Behavior Reportsdoi:10.1016/j.chbr.2026.101265
    Peer-reviewed2026-08-01

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v1

Truvace Impact Record TRV-2026-2669, v1: “Designing chatbots for E-commerce engagement: A multi-study approach.” Truvace, 2026-11-12. /record/TRV-2026-2669 (accessed on the day you copy it). sha256 44a7b1963b65f4c2…

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