Digital monitoring is growing in South Africa’s public service – regulation needs to catch up
Digital monitoring is growing in South Africa’s public service – regulation needs to catch up
Publish Date: 2026-02-15 00:45:00
Source Domain: theconversation.com
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Shift to Digital Evaluation: South African government departments are increasingly using digital tools for monitoring and evaluating public programmes due to public-sector reforms aimed at improving accountability and efficiency, despite limited staff and budget constraints.
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Ethical and Governance Gaps: While digital tools are being rapidly integrated into routine evaluation processes, there is a noticeable lack of clear ethical and governance standards governing their use, which poses risks such as surveillance, exclusion, data misuse, and poor professional judgement.
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Surveillance Creep and Data Misuse: There are ethical concerns around data collected through digital platforms, where data control shifts from evaluators to other entities. This misuse can lead to surveillance practices without informed consent from participants.
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Digital Exclusion: Digital evaluation tools, often touted for increasing reach, can exclude marginalized groups due to limited internet access, low digital literacy, and language barriers, thereby underrepresented vulnerable populations in policy decision-making.
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Algorithmic Bias: There’s a risk that algorithmic outputs derived from dashboards and AI-driven analytics are overly relied upon without scrutiny, potentially perpetuating bias, oversimplification, and disregard for qualitative insights in evaluation practices.
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Need for Context-Sensitive Ethics: The research highlights the necessity for ethical frameworks that are context-specific and embedded in the design of digital systems to address Africa’s unique situations, including inequality, and uneven access to digital resources.
