| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.722 | 0.349 |
|
Retracted Output
|
-0.381 | 0.121 |
|
Institutional Self-Citation
|
1.215 | 0.437 |
|
Discontinued Journals Output
|
0.348 | 0.600 |
|
Hyperauthored Output
|
-0.792 | -0.427 |
|
Leadership Impact Gap
|
-0.215 | 1.206 |
|
Hyperprolific Authors
|
-1.413 | -0.511 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
-0.029 | 0.459 |
Adekunle Ajasin University presents a balanced integrity profile, with an overall score of -0.132 that indicates a solid foundation but also highlights specific areas for strategic improvement. The institution demonstrates remarkable strengths in maintaining low-risk research practices, particularly in its near-zero rates of retracted output, hyperprolific authorship, and publication in institutional journals. Furthermore, the university effectively mitigates national trends toward research dependency and redundant publication, showcasing strong internal quality controls. These strengths align with its leading national positions in key thematic areas according to SCImago Institutions Rankings data, including Arts and Humanities, Pharmacology, Toxicology and Pharmaceutics, and Chemistry. However, this positive performance is counterbalanced by medium-risk indicators in institutional self-citation and multiple affiliations, which exceed national averages and could challenge the university's mission "to provide knowledge and skills for self-reliance." An over-reliance on internal validation or strategic affiliations risks undermining the genuine creation of knowledge in a "conducive environment." By leveraging its robust governance framework to address these specific vulnerabilities, the university can further solidify its reputation for academic excellence and responsible research, ensuring its contributions are both impactful and sustainable.
The institution's Z-score of 0.722 is notably higher than the national average of 0.349. Although both the university and the country fall within a medium-risk category, this comparison suggests the institution is more exposed to this particular risk than its national peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this elevated rate warrants a closer look. It may signal strategic attempts to inflate institutional credit or "affiliation shopping," a practice that could dilute the university's distinct research identity and misrepresent its collaborative contributions. A review of affiliation policies is advisable to ensure they reflect genuine, substantive partnerships.
With a Z-score of -0.381, the institution demonstrates an exemplary record, effectively isolating itself from the medium-risk dynamics observed at the national level (Z-score: 0.121). This very low rate indicates that the university does not replicate the systemic vulnerabilities seen elsewhere in the country. Retractions can sometimes signify responsible supervision through the correction of honest errors; however, this near-absence of retractions strongly suggests that the institution's quality control mechanisms prior to publication are robust and effective. This performance is a clear indicator of a healthy integrity culture, where methodological rigor prevents the kind of recurring malpractice or systemic failures that a higher rate would imply.
The university's Z-score of 1.215 is significantly higher than the national average of 0.437, placing it in a position of high exposure to this risk despite both being in the medium-risk tier. A certain level of self-citation is natural, reflecting the continuity of research lines. However, this disproportionately high rate signals a potential for concerning scientific isolation or 'echo chambers' where the institution validates its own work without sufficient external scrutiny. This trend 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 scientific community.
The institution shows differentiated management of a common national risk, with a Z-score of 0.348 that is considerably lower than the country's average of 0.600. While a medium-risk level still calls for attention, this performance indicates that the university is more successful than its peers in moderating the practice of publishing in questionable venues. A high proportion of output in discontinued journals constitutes a critical alert regarding due diligence in selecting dissemination channels. The university's relative success suggests better information literacy, but continued vigilance is necessary to avoid channeling scientific production through media that do not meet international ethical standards and thus expose the institution to reputational harm.
With a Z-score of -0.792, the institution exhibits a prudent profile, managing its authorship processes with more rigor than the national standard (Z-score: -0.427). This low rate indicates that, outside of legitimate "Big Science" contexts, the university is effectively avoiding author list inflation. This is a positive sign of good governance, as it helps maintain individual accountability and transparency in research contributions. By keeping this indicator low, the institution reinforces a culture where authorship is earned through meaningful participation rather than through 'honorary' or political attributions.
The institution demonstrates significant resilience and scientific autonomy, with a low-risk Z-score of -0.215 that stands in stark contrast to the medium-risk national average of 1.206. This result indicates that the university's control mechanisms are successfully mitigating a systemic risk prevalent in the country. A wide positive gap suggests that an institution's prestige is dependent on external partners rather than its own structural capacity. The university's excellent performance here signals that its scientific impact is driven by genuine internal capabilities and intellectual leadership, ensuring its research excellence is both sustainable and self-reliant.
The institution's Z-score of -1.413 signifies a near-total absence of risk signals, a stronger performance than the already low-risk national context (Z-score: -0.511). This low-profile consistency reflects a healthy research environment. While high productivity can sometimes indicate leadership, extreme individual publication volumes often challenge the limits of meaningful intellectual contribution. This very low indicator suggests the university fosters a culture that prioritizes quality over sheer quantity, effectively avoiding risks such as coercive authorship or the assignment of credit without real participation, thereby protecting the integrity of its scientific record.
With a Z-score of -0.268, the institution is in perfect synchrony with the national environment (Z-score: -0.268), which is characterized by maximum security in this area. This alignment demonstrates a shared commitment to avoiding the risks associated with academic endogamy. By not depending on in-house journals, the university ensures its scientific production undergoes independent external peer review, which is crucial for global visibility and competitive validation. This practice prevents potential conflicts of interest where the institution might act as both judge and party, and it avoids the use of internal channels as 'fast tracks' to inflate publication records without standard scrutiny.
The institution displays strong institutional resilience, with a low-risk Z-score of -0.029 that effectively counters the medium-risk trend observed nationally (Z-score: 0.459). This indicates that internal control mechanisms are successfully mitigating a wider systemic issue. A high rate of redundant output, or 'salami slicing,' points to the practice of fragmenting a coherent study into minimal publishable units to artificially inflate productivity. The university's low score suggests a focus on producing substantive and significant new knowledge, thereby avoiding practices that distort the scientific evidence base and overburden the peer review system.