Value creation through marketing data analytics: The distinct contribution of data analytics assets and capabilities to unit and firm performance

Information & Management(2022)

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摘要
This study answers research calls regarding data analytics in a specific unit and its impact at the unit and organizational level. In doing so, it takes an information value chain approach to theorize about how quality data and IT-enabled data analytics sensing capability in the marketing unit relate differently to the unit performance as well as to firm-level performance. Results from a survey of 346 firms confirm the hypotheses by showing partially and fully mediated effects for quality data, and direct and partially mediated effects for sensing capability.
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关键词
Data analytics,Quality data,IT-enabled sensing capability,Marketing innovation,Market performance,Information value chain
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