Recent data reveals a concerning anomaly where the surge in publications across OIC member states does not correlate with global scientific recognition. Citation trend graphs (1996–2024) indicate that while total citations began to plateau and decline after 2019, self-citation figures have shown a sharp upward trend. This phenomenon suggests that the bibliometric growth in major contributing countries—such as Indonesia, Pakistan, and Egypt—is largely artificial. The rise in their citation counts is likely driven by internal circulation within domestic researcher circles or local journals, rather than the intrinsic appeal of the research on the international stage.

The narrowing gap between total citations and self-citations underscores a decline in the quality or relevance of research outputs toward global needs. This explains why countries with massive article volumes maintain low average citations (only 14–20), falling significantly below the regional average. Conversely, countries with smaller outputs, such as Gambia and Uganda, achieve much higher organic citation rates (up to 57 per article). Their limited domestic journal infrastructure forces researchers to engage in international collaborations and publish in high-repute global journals, which inherently provides greater visibility and more authentic research impact.

Strategically, these conditions indicate that the ‘quantity-driven’ policies adopted by many leading contributors have reached an unhealthy saturation point. A focus on document volume without a corresponding strategy to enhance impact will only widen the gap between productivity and recognition. Without a paradigm shift—moving from volume-based incentives toward those based on qualitative impact and cross-border collaboration—scientific contributions from this region risk becoming trapped in a closed ecosystem that offers little significant value to the advancement of global knowledge.