Translating data into narratives

Q1 Arts and Humanities Strategic Design Research Journal Pub Date : 2023-10-16 DOI:10.4013/sdrj.2022.153.09
Ilaria Mariani, Irene Bianchi
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Abstract

Today more than ever, it is evident the role that data can play when designing policies. Not only can understandable data orient better strategies, but they can also enable reflexive practices within Public Administrations, giving directions for knowledge management and smarter governance. However, multiple gaps concur to affect data understanding and interpretation, hindering their subsequent translation into policy-valuable information. To tackle challenges related to data interpretation and usage, the article (i) illustrates a narrative approach for building profiles of cities as narrative feedback from sets of data and (ii) investigates their potential as a (self-)evaluation and a decision-making support device. The feedback structure relies on the conceptual model built for the DIGISER Project, which investigated multidimensional digital transition processes across European cities. Dynamic feedback retrieves data from the project dataset, translating them into discursive form. The effectiveness of the approach and its device is validated through a qualitative enquiry on a textual excerpt provided to three different departments of one of the cities that participated in the survey. The study corroborates that designing narrative feedback as semantic interpretations can trigger understanding, (self-)reflection and support policy change, informing policy formulation and facilitating cross-silo interactions across administrative units engaged in digital transformation processes.
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将数据转化为叙述
如今,数据在制定政策时发挥的作用比以往任何时候都更加明显。可理解的数据不仅可以指导更好的战略,而且还可以在公共管理中实现反思性实践,为知识管理和更智能的治理提供方向。然而,多种差距共同影响数据的理解和解释,阻碍了它们随后转化为有政策价值的信息。为了解决与数据解释和使用相关的挑战,本文(i)阐述了一种基于数据集的叙事反馈来构建城市概况的叙事方法,(ii)调查了它们作为(自我)评估和决策支持设备的潜力。反馈结构依赖于为DIGISER项目建立的概念模型,该项目调查了欧洲城市的多维数字过渡过程。动态反馈从项目数据集中检索数据,并将其转换为话语形式。该方法及其装置的有效性是通过提供给参与调查的一个城市的三个不同部门的文本摘录的定性调查来验证的。该研究证实,将叙事反馈设计为语义解释可以触发理解、(自我)反思和支持政策变化,为政策制定提供信息,并促进参与数字化转型过程的行政单位之间的跨孤岛互动。
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来源期刊
Strategic Design Research Journal
Strategic Design Research Journal Arts and Humanities-Arts and Humanities (all)
CiteScore
1.60
自引率
0.00%
发文量
14
审稿时长
26 weeks
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