Predicting mobile trading system discontinuance: The role of attention

作者：

Highlights：

• Mobile devices have become people’s first go-to informational source.

• This study explores whether attention predicts mobile system discontinuance.

• Attention has significant statistical power over transaction-related metrics.

• XGBoost consistently outperforms benchmarks in the empirical literature.

摘要

•Mobile devices have become people’s first go-to informational source.•This study explores whether attention predicts mobile system discontinuance.•Attention has significant statistical power over transaction-related metrics.•XGBoost consistently outperforms benchmarks in the empirical literature.

论文关键词：Mobile trading system,Discontinuance,Attention,Field study,Machine learning

论文评审过程：Received 9 March 2020, Revised 16 September 2020, Accepted 18 September 2020, Available online 20 September 2020, Version of Record 1 October 2020.

论文官网地址：https://doi.org/10.1016/j.elerap.2020.101008