From Data to Improvement: Social Mechanisms as a Key to Understanding Dashboard Adoption.

Tamara Broughton, Anne Marie Weggelaar-Jansen, Sandra Sülz
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Abstract

Research on dashboard adoption has focused on technical and design requirements. Evidence on social mechanisms for successful dashboard adoption is scarce. This study examined 2 quality dashboards in a similar organizational context with different outcomes. The research question was: How do social mechanisms influence the adoption of dashboards in practice? This embedded case study within one Dutch hospital in 2 phases: (1) interviews and observations to identify social mechanisms in the end-user's team and (2) expert focus groups to validate identified mechanisms. Data were transcribed verbatim and analyzed thematically, resulting in the identification of 3 social mechanisms within the team of end-users influencing dashboard adoption: cultivating a supportive team climate, trust, and leadership behavior in end-users' teams. These mechanisms stimulate a learning environment for discussing and improving care quality. They require action from individuals and teams, so dashboards can be used for collective understanding, learning, and improving. Without these social mechanisms, dashboards remain an unadopted "materiality."

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从数据到改进:社会机制是理解仪表板采用的关键。
对仪表板采用的研究主要集中在技术和设计需求上。关于成功采用仪表板的社会机制的证据很少。本研究在相似的组织背景下检查了2个质量仪表板,但结果不同。研究的问题是:社会机制在实践中如何影响仪表板的采用?该嵌入式案例研究在一家荷兰医院内分为两个阶段:(1)访谈和观察,以确定最终用户团队中的社会机制;(2)专家焦点小组,以验证已确定的机制。将数据逐字转录并进行主题分析,从而确定最终用户团队中影响仪表板采用的3种社会机制:在最终用户团队中培养支持性团队氛围、信任和领导行为。这些机制为讨论和提高护理质量创造了学习环境。它们需要个人和团队的行动,因此仪表板可以用于集体理解、学习和改进。如果没有这些社交机制,仪表板仍然是一种未被采用的“物质性”。
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