| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
1.708 | 0.349 |
|
Retracted Output
|
0.277 | 0.121 |
|
Institutional Self-Citation
|
1.463 | 0.437 |
|
Discontinued Journals Output
|
0.761 | 0.600 |
|
Hyperauthored Output
|
-0.959 | -0.427 |
|
Leadership Impact Gap
|
-0.228 | 1.206 |
|
Hyperprolific Authors
|
1.583 | -0.511 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
0.523 | 0.459 |
Afe Babalola University demonstrates a complex integrity profile, marked by significant strengths in research independence alongside vulnerabilities in publication practices. With an overall score of 0.577, the institution shows commendable performance in key structural areas, such as maintaining intellectual leadership over its high-impact research and avoiding academic endogamy through its own journals. These strengths provide a solid foundation for its notable thematic leadership, evidenced by its SCImago Institutions Rankings data placing it among Nigeria's top institutions in areas like Earth and Planetary Sciences (Top 5) and Computer Science (Top 10). However, this profile is contrasted by a series of medium-risk indicators related to authorship and publication choices, which consistently show higher exposure than the national average. These patterns, if unaddressed, could challenge the university's mission to produce "highly skilled and socially relevant graduates," as the credibility of scientific knowledge is paramount to solving social problems. A strategic focus on reinforcing publication and authorship guidelines would ensure that the university's operational practices fully align with its academic excellence and societal commitment, solidifying its role as a national leader.
The institution presents a Z-score of 1.708, notably higher than the national average of 0.349. This suggests the university is more prone to the risks associated with this practice than its national peers. While multiple affiliations can be legitimate, this elevated rate warrants a review to ensure it does not signal strategic attempts to inflate institutional credit or "affiliation shopping," a practice that can artificially boost rankings without a corresponding increase in substantive collaborative output.
With a Z-score of 0.277 compared to the country's 0.121, the university shows a higher exposure to retractions. This pattern suggests that the institution's pre-publication quality control mechanisms may be facing systemic challenges more frequently than elsewhere in the country. A rate significantly higher than the average serves as an alert to a potential vulnerability in the institutional integrity culture, indicating that recurring malpractice or a lack of methodological rigor may require immediate qualitative verification by management to safeguard its scientific reputation.
The university's Z-score of 1.463 is substantially above the national figure of 0.437, indicating a high degree of exposure to this risk. This trend points towards the potential formation of scientific 'echo chambers' where the institution validates its own work without sufficient external scrutiny. Such a high value warns of the risk of endogamous impact inflation, suggesting that the institution's academic influence may be disproportionately shaped by internal dynamics rather than broad recognition from the global scientific community.
The institution's Z-score of 0.761 exceeds the national average of 0.600, highlighting a greater institutional tendency to publish in journals that cease to meet international standards. This constitutes a critical alert regarding the due diligence applied in selecting dissemination channels. The score indicates that a portion of its scientific production is being channeled through media that may not uphold ethical or quality benchmarks, exposing the university to severe reputational risks and signaling an urgent need for enhanced information literacy to avoid channeling resources into 'predatory' or low-quality outlets.
The university demonstrates a prudent profile in this area, with a Z-score of -0.959 that is well below the national average of -0.427. This result indicates that the institution manages its authorship processes with more rigor than the national standard. By effectively avoiding the trend of author list inflation, the university promotes individual accountability and transparency, ensuring that authorship reflects genuine intellectual contribution rather than 'honorary' or political practices.
The institution exhibits significant resilience, with a Z-score of -0.228, in stark contrast to the national average of 1.206, which signals a systemic risk. This demonstrates that the university's control mechanisms are effectively mitigating a national trend of dependency on external collaborators for impact. Unlike its environment, the university's scientific prestige appears to be structural and generated from within, reflecting a strong internal capacity for intellectual leadership rather than a strategic positioning in collaborations where it does not lead.
With a Z-score of 1.583, the university shows a moderate deviation from the national standard (-0.511), indicating a greater sensitivity to the risks of hyperprolific authorship. This unusual level for the national context requires a review of its causes. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution, and this indicator 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.
The university's Z-score of -0.268 is perfectly aligned with the national average, reflecting a state of integrity synchrony in this domain. This demonstrates a total alignment with an environment of maximum scientific security regarding this indicator. By avoiding excessive dependence on its own journals, the institution successfully mitigates potential conflicts of interest and the risk of academic endogamy, ensuring its scientific production undergoes independent external peer review and maintains global visibility.
The institution's Z-score of 0.523 is higher than the national average of 0.459, indicating that it is more exposed to this particular risk factor. This pattern of massive and recurring bibliographic overlap between publications alerts to the potential practice of dividing coherent studies into 'minimal publishable units' to artificially inflate productivity metrics. This practice not only distorts the available scientific evidence but also overburdens the peer-review system, prioritizing volume over the generation of significant new knowledge.
