Understanding the impact of big data on firm performance: The necessity of conceptually differentiating among big data characteristics

作者：

Highlights：

• It is important to conceptually differentiating among big data characteristics.

• The effect of big data characteristics on data value, and data veracity is probed.

• The effect of data veracity on firm performance is fully mediated by data value.

• Data volume and data velocity do not impact data value generation.

• Data volume negatively impacts data veracity.

摘要

•It is important to conceptually differentiating among big data characteristics.•The effect of big data characteristics on data value, and data veracity is probed.•The effect of data veracity on firm performance is fully mediated by data value.•Data volume and data velocity do not impact data value generation.•Data volume negatively impacts data veracity.

论文关键词：Big data,Firm performance,Data value,Data veracity,Data velocity,Data variety,Data volume

论文评审过程：Received 1 August 2019, Revised 10 October 2019, Accepted 10 December 2019, Available online 25 December 2019, Version of Record 5 February 2021.

论文官网地址：https://doi.org/10.1016/j.ijinfomgt.2019.102055