Harnessing the power of data: The journey of developing a Data Governance Frameworkdoi:10.1016/j.cmpb.2021.105982Dari AlhuwailComputer Methods and Programs in Biomedicine
It also defined metadata schemas in resource description framework (RDF) for searching, locating, and retrieving governmental digital resources. In combination, the research and the results of the consortium efforts served to develop a data model for one-stop government. In this paper, we explain ...
GIS can be used as an integrator or a common framework for diverse datasets. The geographic elements in GIS facilitate the easy association of data from multiple sources, enhancing the interoperability and utility of GIS in various organizational contexts. When multiple projects or sys...
Thematic analysis has been employed within the theoretical lens of two models, contingency model (Wende and Otto 2007) and the data governance decision domain model (Khatri and Brown 2010). Analysis of data through the two models led to the development of a data governance framework applicable ...
Developing a comprehensive framework is the first and most crucial stage of a responsible AI journey, and it usually consists of four pillars: 1. Governance body Enterprise leaders must establish an AI/ML governance body (figure 4) of internal and external decision makers to oversee the responsi...
We identified seven key dimensions of governance and then divided each of them into four stages: input, mechanism, result and effect. Each dimension/stage mix is correlated with indicators that can be measured with both objective and perception data. Using this framework, we successfully conducted ...
Our data suggests that the application of these core concepts to the formation of desired outcomes will enhance the probability of successful global health research partnerships. While we display the framework within a process for developing successful partnerships, this is not a linear process that ...
The data collected were analyzed through a critical realist–based framework, and the two mechanisms that played key roles in these ICT projects were identified as follows: trust in social structures and good governance. This study suggests that both mechanisms play a greater role in Bangladesh ...
The dimensions are important characteristics of a more responsible vision of innovation, which can, in our experience, be heuristically helpful for governance. We will go on to describe one application of our framework at a project level, where the main actors were the project scientists, research...
Universities, as a sector, “are judged on data relentlessly”, he continued. Institutions were increasingly reliant on student surveys and subjecting applicants to “torrents of data”. Sector-wide assessments, such as the research excellence framework, perpetuated a tendency for policymakers to think...