University of Ilorin

EXECUTIVE SUMMARY AND STRATEGIC VISION

The University of Ilorin demonstrates a robust foundation in scientific integrity, reflected in an overall risk score of 0.287. The institution's profile is characterized by significant strengths in maintaining independence from internal publication channels and managing authorship attribution with prudence. However, this is contrasted by areas of medium risk that require strategic attention, particularly concerning institutional self-citation, multiple affiliations, and the prevalence of hyperprolific authors, which show a higher exposure compared to national trends. These observations are critical in the context of the University's strong academic standing, with SCImago Institutions Rankings data placing it among Nigeria's top institutions in key areas such as Mathematics (3rd), Veterinary (3rd), and Computer Science (4th). To fully align with its mission "to provide a world-class environment for learning, research and community service," it is imperative to address these integrity vulnerabilities. Practices that could be perceived as inflating impact or productivity may undermine the credibility of its "world-class" ambition. By proactively refining its governance and quality assurance frameworks, the University of Ilorin can safeguard its reputation, ensure its research excellence is both genuine and sustainable, and fully realize its strategic vision.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The University of Ilorin presents a Z-score of 0.769 for this indicator, which is notably higher than the national average for Nigeria of 0.349. This suggests that the institution has a higher exposure to the risks associated with this practice than its peers across the country. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this disproportionately high rate could signal strategic attempts to inflate institutional credit or "affiliation shopping." This pattern warrants a review to ensure that all affiliations are substantive and reflect genuine collaborative contributions, thereby safeguarding the institution's academic reputation.

Rate of Retracted Output

With a Z-score of 0.089, the University of Ilorin's performance is nearly identical to the Nigerian national average of 0.121. This alignment indicates that the incidence of retractions at the institution reflects a systemic pattern common throughout the national research landscape. Retractions are complex events, and a rate that is not an outlier suggests that the institution's experience is typical for its environment. However, any presence of retractions serves as a reminder that quality control mechanisms prior to publication are critical. This systemic pattern calls for a continued focus on fostering a robust integrity culture to prevent recurring malpractice or a lack of methodological rigor.

Rate of Institutional Self-Citation

The University of Ilorin shows a Z-score of 1.809 in this area, a figure substantially higher than the national average of 0.437. This result points to a high institutional exposure to this risk factor when compared to the broader national context. A certain level of self-citation is natural and reflects the continuity of established research lines; however, this disproportionately high rate can signal concerning scientific isolation or the formation of "echo chambers" where the institution validates its own work without sufficient external scrutiny. This value warns of the risk of endogamous impact inflation, suggesting that the institution's academic influence may be oversized by internal dynamics rather than by recognition from the global community.

Rate of Output in Discontinued Journals

The institution's Z-score for output in discontinued journals is 0.445, which is favorably lower than the Nigerian national average of 0.600. This demonstrates a differentiated management approach, where the University appears to moderate a risk that is more common across the country. By being more selective in its publication channels, the institution reduces its exposure to severe reputational risks. This effective due diligence in selecting dissemination media indicates a stronger defense against channeling scientific production through outlets that fail to meet international ethical or quality standards, thereby avoiding practices that could be perceived as 'predatory' or of low quality.

Rate of Hyper-Authored Output

The University of Ilorin has a Z-score of -0.616, indicating a lower incidence of hyper-authored publications compared to the national average of -0.427. This prudent profile suggests that the institution manages its authorship processes with more rigor than the national standard. By maintaining a low rate of hyper-authorship, the University effectively avoids the risk of author list inflation, which can dilute individual accountability and transparency. This responsible approach helps ensure that authorship reflects genuine intellectual contribution rather than 'honorary' or political practices.

Gap between Impact of total output and the impact of output with leadership

With a Z-score of 0.691, the University of Ilorin displays a narrower impact gap than the national average of 1.206. This reflects a differentiated management strategy, where the institution successfully moderates a risk that is more pronounced at the national level. A smaller gap suggests that the institution's scientific prestige is less dependent on external partners and more reflective of its own structural capacity. This is a positive indicator of sustainability, showing that the University's excellence metrics are increasingly resulting from real internal capability and intellectual leadership within its collaborations.

Rate of Hyperprolific Authors

The University of Ilorin's Z-score of 0.105 marks a moderate deviation from the national context, where the average is -0.511. This indicates that the institution shows a greater sensitivity to risk factors associated with hyperprolificity than its national peers. While high productivity can be legitimate, extreme individual publication volumes often challenge the limits of human capacity for meaningful intellectual contribution. This signal alerts to potential imbalances between quantity and quality, pointing to risks such as coercive authorship or the assignment of authorship without real participation—dynamics that prioritize metrics over the integrity of the scientific record.

Rate of Output in Institutional Journals

The University of Ilorin's Z-score of -0.268 is perfectly aligned with the national average for Nigeria, which is also -0.268. This demonstrates an integrity synchrony and a total alignment with an environment of maximum scientific security in this regard. By avoiding excessive dependence on its own journals, the institution successfully mitigates potential conflicts of interest and the risk of academic endogamy. This practice ensures that its scientific production bypasses internal 'fast tracks' and is instead validated through independent external peer review, which is essential for limiting bias and enhancing global visibility.

Rate of Redundant Output

The institution's Z-score for redundant output is 0.339, a figure lower than the Nigerian national average of 0.459. This suggests a differentiated management approach, whereby the University is more effectively moderating the risks of data fragmentation than is typical in the country. A lower score indicates a reduced tendency toward 'salami slicing,' the practice of dividing a coherent study into minimal publishable units to artificially inflate productivity. This responsible conduct helps preserve the integrity of the scientific evidence base and avoids overburdening the peer review system, prioritizing significant new knowledge over sheer volume.