从大数据中创造和获取价值:对供应商公司的多案例研究分析

Creating and capturing value from Big Data: A multiple-case study analysis of provider companies

TECHNOVATION · 2018
被引 273 · 同刊同年前 9%
人大 AABS 3

中文导读

通过多案例研究,分析大数据供应商公司如何创造和获取价值,识别两种基于大数据的创新服务策略,并探讨利益相关者网络对策略设计的影响。

Abstract

Big Data has recently emerged as a new digital paradigm, one that companies adopt in order to both transform existing business models and nurture their innovation activities. The peculiarities of Big Data applications span different fields such as customer need identification, risk management and decision-making, data-driven knowledge, product and service design, quality management, and opportunity recognition and creation. However, while these have resulted in the emergence of a rich research domain focusing on the managerial and practical implications typically addressed from the user perspective, there is still a lack of complete understanding of how companies that provide Big Data solutions can create and capture value from them. This paper explores the question of how provider companies create and capture value from Big Data, drawing on a multiple-case study analysis of provider companies that offer solutions and services based on Big Data. The results illustrate a theoretical framework on value creation and capture by relying on Big Data and identify two main innovation service strategies based on Big Data used by provider companies. In addition, this paper provides valuable insights as to how the network of involved stakeholders influences the design and implementation of the innovation service strategy by the provider companies.

大数据价值创造创新服务策略商业管理