| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.069 | 0.349 |
|
Retracted Output
|
-0.381 | 0.121 |
|
Institutional Self-Citation
|
1.641 | 0.437 |
|
Discontinued Journals Output
|
1.160 | 0.600 |
|
Hyperauthored Output
|
-0.568 | -0.427 |
|
Leadership Impact Gap
|
-1.118 | 1.206 |
|
Hyperprolific Authors
|
-0.438 | -0.511 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
-0.371 | 0.459 |
Michael Okpara University of Agriculture, Umudike demonstrates a solid foundation in scientific integrity, reflected in its low overall risk score of 0.033. The institution exhibits significant strengths in maintaining robust quality control, with very low risk signals in retracted output, reliance on institutional journals, and the impact of its self-led research—a key indicator of sustainable scientific capacity. However, this positive profile is contrasted by medium-risk vulnerabilities, particularly a high exposure to publishing in discontinued journals and an elevated rate of institutional self-citation, which exceed national averages. According to SCImago Institutions Rankings data, the university's strongest thematic areas nationally include Engineering, Social Sciences, Chemistry, and Pharmacology, Toxicology and Pharmaceutics. To fully align with its mission of training "professionally competent" graduates and delivering research "relevant to the needs of farmers," it is crucial to address these integrity risks. Practices that suggest scientific isolation or engagement with low-quality publication channels can undermine the credibility and real-world application of its work, contradicting the core values of excellence and social responsibility. By leveraging its clear strengths in research leadership and quality assurance, the university is well-positioned to mitigate these specific vulnerabilities and further solidify its role as a leader in agricultural and technological innovation.
The institution presents a Z-score of 0.069, which is considerably lower than the national average of 0.349. Although both the university and the country fall within a medium-risk context for this indicator, the institution demonstrates a more controlled approach to a practice that appears common nationally. This suggests a differentiated management of affiliations, which, while often a legitimate result of researcher mobility or partnerships, can signal strategic attempts to inflate institutional credit. The university's more moderate rate indicates a healthier handling of collaborative frameworks, reducing the risk of "affiliation shopping" compared to the broader national trend.
With a Z-score of -0.381, the institution shows a complete absence of risk signals in an area where the country displays a medium-risk level (Z-score: 0.121). This notable difference indicates a preventive isolation, where the university does not replicate the risk dynamics observed in its environment. A high rate of retractions can suggest that quality control mechanisms are failing systemically. In contrast, the university's very low score is a strong positive signal of a robust integrity culture and effective pre-publication supervision, ensuring that its scientific record is sound and reliable, setting it apart from national vulnerabilities.
The university's Z-score for this indicator is 1.641, significantly higher than the national average of 0.437. This demonstrates a high exposure to this risk factor, making the institution more prone to showing alert signals than its national peers, even though both operate in a medium-risk environment. While some self-citation reflects the continuity of research lines, this disproportionately high rate signals a concerning level of scientific isolation. It warns of the potential for an 'echo chamber' where the institution's work is validated without sufficient external scrutiny, creating a risk of endogamous impact inflation where academic influence may be oversized by internal dynamics rather than global recognition.
The institution exhibits a Z-score of 1.160, which is substantially higher than the national average of 0.600. This pattern indicates that the university is more exposed than its peers to the risks associated with publishing in low-quality venues. A high proportion of output in discontinued journals is a critical alert regarding due diligence in selecting dissemination channels. This Z-score suggests that a significant portion of the university's scientific production is being channeled through media that may not meet international ethical or quality standards, exposing the institution to severe reputational risks and signaling an urgent need for improved information literacy to avoid predatory practices.
With a Z-score of -0.568, the institution maintains a more prudent profile than the national standard (-0.427), even within a shared low-risk context. This indicates that the university manages its authorship processes with greater rigor than the national average. While extensive author lists are legitimate in 'Big Science,' high rates outside these contexts can indicate author list inflation, diluting individual accountability. The institution's lower score suggests it is effectively distinguishing between necessary massive collaboration and questionable 'honorary' authorship practices, thereby upholding transparency in its research contributions.
The institution's Z-score of -1.118 stands in stark and positive contrast to the national average of 1.206. This demonstrates a clear preventive isolation from a risk dynamic prevalent in the country. A wide positive gap, as seen at the national level, signals a dependency on external partners for impact. The university's negative score, however, indicates that its scientific prestige is structural and internally driven, not dependent on collaborations where it does not exercise intellectual leadership. This is a sign of exceptional strength, reflecting a mature and sustainable research capacity that generates high-impact work under its own direction.
The university's Z-score of -0.438, while in the low-risk category, is slightly higher than the national average of -0.511. This subtle difference points to an incipient vulnerability, suggesting the institution shows early signals that warrant review before they escalate. While high productivity can reflect leadership, extreme publication volumes challenge the limits of meaningful intellectual contribution. This indicator serves as a gentle alert to monitor for potential imbalances between quantity and quality, ensuring that authorship is always assigned for real participation and that the integrity of the scientific record is prioritized over metrics.
The institution's Z-score of -0.268 is identical to the national average, reflecting perfect integrity synchrony in a very low-risk environment. This total alignment with a context of maximum scientific security is a positive finding. It demonstrates that the university avoids the potential conflicts of interest and academic endogamy that can arise from excessive dependence on in-house journals. By ensuring its scientific production undergoes independent external peer review, the institution promotes global visibility and competitive validation for its research, fully in line with national best practices.
The institution shows a Z-score of -0.371, indicating a low-risk profile that contrasts with the country's medium-risk average of 0.459. This suggests a high degree of institutional resilience, where internal control mechanisms appear to be successfully mitigating systemic risks present at the national level. A high rate of redundant output often points to 'salami slicing'—the practice of fragmenting a study to artificially inflate productivity. The university's low score indicates that it effectively discourages this practice, prioritizing the publication of significant new knowledge over the distortion of the scientific record for metric gain.