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AI Transparency in Nigerian Mobile Shopping Apps: A Digital Sovereignty Study

ai-technology · 2026-08-07

A recent study published on arXiv (2608.06364) examines the influence of artificial intelligence within Nigerian e-commerce mobile applications, emphasizing platform transparency as a crucial factor for user control and awareness. The research employs a forensic analysis of specific Android applications alongside contextual document analysis to assess AI functionalities and disclosure practices. Results indicate a significant presence of AI in these apps, although transparency regarding its application is notably lacking. An analysis of Nigeria's socio-economic landscape reveals a growing reliance on digital consumer platforms, moderate awareness of AI, and inconsistent user engagement. This study offers empirical insights into AI transparency in Nigeria, raising issues related to fraud and diminished user control over digital technologies. The findings were shared as a cross-type publication on arXiv, with the abstract made available on August 26, 2025 (arXiv:2608.06364v1).

Key facts

  • The study is published on arXiv with identifier 2608.06364v1.
  • It examines AI in Nigerian mobile shopping apps and its effect on digital sovereignty.
  • Platform transparency is used as a key indicator of user awareness and control.
  • The research uses forensic analysis of Android applications and contextual document analysis.
  • Findings show AI is widely implemented but transparency is limited.
  • A socio-economic analysis of Nigeria reveals increasing dependence on digital platforms.
  • Moderate AI awareness and uneven interaction patterns were found.
  • The study addresses concerns about fraud and reduced user control.

Entities

Institutions

  • arXiv

Locations

  • Nigeria

Sources