"This desk review report provides an overview of data governance in Africa, exploring policy frameworks, implementation challenges, regional collaborations, capacity building, governmental initiatives, civil society engagement, and academia's role. The continent's increasing reliance on digital syst
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ems has spurred a surge in data production, necessitating robust governance frameworks. While progress is evident with the enactment of data protection laws and establishment of regulatory bodies, implementation challenges persist due to resource constraints and political complexities.
Regional collaborations within Africa, particularly among East African Community (EAC), Southern African Development Community (SADC), and Economic Community of West African States (ECOWAS), manifest a collective recognition of the importance of data governance. These collaborations offer guidance and promote policy enactments, shaping data protection laws and enhancing responsible data practices across member states.
Amidst the evolving data governance landscape, capacity building emerges as a critical aspect, spotlighting the need for nurturing skills in data management, analysis, and ethics. Challenges within educational infrastructure and workforce training gaps present barriers in fostering a skilled workforce capable of effective data governance practices.
Initiatives on data governance take on several forms notably through government endeavours such as the implementation of pivotal systems like the Health Management Information System, Integrated Revenue Administration System and Labour Market Information System among others. Furthermore, Civil Society Initiatives, including efforts from various organisations advocating for data privacy and open data, and initiatives in academia, such as Education Management Information Systems, significantly contribute to advancing ethical data practices and transparent data access." (Executive summary)
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"All respondents had experienced online violence. Misogynistic hate speech, sexists’ comments, body shaming as well as slut shaming was common among the women journalists and WHRDs interviewed. These threats were also extended to their families, friends, relatives and networks. Another frequently
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mentioned attack was the attempted hacking into women’s email. Most of the women interviewed reduced their online activity and presence in response to online violence whereas others deactivated some of their online accounts. The story theme most often identified in association with increased attacks was gender, followed by politics and elections, human rights and social policy. Anonymous or unknown attackers are the most frequently noted source of attacks according to the women respondents. Facebook was mentioned as the least safe among social media platforms/apps used by women participants, with most of the respondents saying it was “very unsafe” compared to Twitter. Most of the women journalists did not report incidents of online violence to their employers or security personnel."
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"This paper is the second in a series of three papers that explore the relationship between women in Africa today and Artificial Intelligence. In it, the authors explore the threats and benefits Artificial Intelligence brings to African women in different sectors; what it means to be an African woma
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n today from a pre-colonial, colonial, and postcolonial lens and how the intersection of various forces of production and society give insight into the ways African women's lives are currently being and will continue to be impacted by this technology." (Executive summary)
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"This is the final report in Pollicy's three-part series on African Women in AI. Launched in 2021, this project frames analysis of the state of artificial intelligence (AI) in Africa through a gender lens by exploring the impact of AI on women. This project emerged out of the need to fill the visibl
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e gap in conversations surrounding the impact of AI in Africa on women and promoting the inclusion and representation of African women and the associated challenges." (Executive summary)
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"For the past decade, internet connectivity has been praised for its potential to close the gender gap in Africa. Among the many benefits of digitalization, digital tools enable groups that are marginalized across the intersections of gender, race, sex, class, religion, ability and nationality to pr
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oduce and access new forms of knowledge and conceive counter-discources. However, the internet, once viewed as a utopia for equality, is proving to be the embodiment of old systems of oppression and violence. In order to understand experiences of African women in online spaces, this violence must be viewed on a continuum rather than as isolated incidents removed from existing structural frameworks. Discriminatory gendered practices are shaped by social, economic, cultural and political structures in the physical world and are similarly reproduced online across digital platforms. In this paper, we research the online lived experiences of women living in five sub-Saharan Africa to illustrate that repeated negative encounters fundamentally impact how women navigate and utilize the internet. This in turn, strengthens the argument for a radical shift in developing alternate digital networks grounded in feminist theory." (Opening, page 3)
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