| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
2.268 | 2.983 |
|
Retracted Output
|
-0.559 | -0.094 |
|
Institutional Self-Citation
|
-0.708 | -0.773 |
|
Discontinued Journals Output
|
0.777 | 1.338 |
|
Hyperauthored Output
|
-0.417 | -0.332 |
|
Leadership Impact Gap
|
-0.789 | 1.276 |
|
Hyperprolific Authors
|
-1.413 | -1.123 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
-0.543 | -0.475 |
The University of Gezira presents a robust scientific integrity profile, with an overall Z-score of -0.077 that indicates performance closely aligned with the global average. The institution's primary strengths are evident in its exceptionally low-risk indicators, including the Rate of Retracted Output, Rate of Hyperprolific Authors, Rate of Output in Institutional Journals, and Rate of Redundant Output, where integrity risks are virtually non-existent. Areas requiring strategic monitoring are the Rate of Multiple Affiliations and the Rate of Output in Discontinued Journals, both of which register a medium level of risk. This solid integrity framework underpins the University's prominent research standing, as highlighted by SCImago Institutions Rankings data, which places it as a national leader in fields critical to development: Pharmacology, Toxicology and Pharmaceutics (1st in Sudan), Agricultural and Biological Sciences (2nd), Biochemistry, Genetics and Molecular Biology (2nd), and Medicine (3rd). The University's mission to "Contribute Effectively in Achieving Comprehensive Economic and Social Development" is intrinsically tied to the credibility of its research. The identified moderate risks, if left unaddressed, could challenge this mission by channeling research into lower-quality venues or creating ambiguous attributions of credit, thereby diminishing the perceived effectiveness of its societal contributions. By proactively managing these specific vulnerabilities, the University of Gezira can further cement its role as a leading academic institution, ensuring its significant scientific output translates into a fully verifiable and high-impact contribution to Sudanese society.
With a Z-score of 2.268, the University's rate of multiple affiliations is at a medium risk level, yet it demonstrates relative containment when compared to the significant risk level seen nationally (Z-score: 2.983). This suggests that while the institution is exposed to a widespread national trend, its internal governance provides a degree of control. While multiple affiliations are often a legitimate result of collaboration, disproportionately high rates can signal strategic attempts to inflate institutional credit. The University's ability to maintain a lower rate than the national average indicates a more structured approach, but continued monitoring is essential to ensure that affiliations reflect genuine scientific partnership rather than "affiliation shopping."
The University maintains an exemplary record in this area, with a Z-score of -0.559, which is well within the very low-risk category and consistent with the low-risk national standard (Z-score: -0.094). This absence of significant risk signals indicates that the institution's pre-publication quality control and supervision mechanisms are highly effective. Retractions can be complex, but this extremely low rate suggests that they are more likely the result of honest correction of unintentional errors—a sign of responsible supervision—rather than any systemic failure in methodological rigor or integrity culture.
The institution's Z-score of -0.708 is slightly higher than the national average of -0.773, although both figures remain at a low-risk level. This minor deviation signals an incipient vulnerability that warrants observation. A certain level of self-citation is natural and reflects the continuity of research lines. However, this subtle upward signal suggests a need for vigilance to prevent the development of scientific 'echo chambers' where work is validated without sufficient external scrutiny, a practice that can lead to an endogamous inflation of perceived academic influence.
The University's Z-score of 0.777, while indicating a medium risk, is notably better than the national average of 1.338. This reflects a differentiated management approach, where the institution appears to be moderating a risk that is more prevalent across the country. A high proportion of output in discontinued journals is a critical alert regarding due diligence in selecting publication venues. The University's more controlled performance suggests a greater institutional awareness in avoiding channels that fail to meet international ethical standards, thereby mitigating severe reputational risks and better stewarding its research resources.
With a Z-score of -0.417, which is below the national average of -0.332, the University demonstrates a prudent profile in managing authorship practices. This low-risk score indicates that the institution manages its processes with more rigor than the national standard. The data suggests a healthy collaborative environment where author lists are unlikely to be inflated with 'honorary' or political authorships, thus preserving individual accountability and transparency in research contributions.
The University shows remarkable institutional resilience, with a Z-score of -0.789 that stands in stark contrast to the medium-risk national average of 1.276. This result suggests that the institution's control mechanisms effectively mitigate a systemic risk present in the country. A large positive gap can signal that an institution's prestige is dependent on external partners. The University's negative score, however, indicates that its scientific impact is structural and driven by strong internal capacity, with research led by its own authors achieving high-quality outcomes. This demonstrates true intellectual leadership and ensures long-term sustainability.
In this indicator, the University exhibits total operational silence, with an exceptionally low Z-score of -1.413 that is even better than the very low-risk national average (-1.123). This absence of risk signals points to a healthy balance between productivity and quality. The data strongly suggests that the institution is free from dynamics like coercive authorship or assigning credit without meaningful participation, fostering an environment where the integrity of the scientific record is valued over the artificial inflation of publication metrics.
The University's Z-score of -0.268 is identical to the national average, reflecting perfect integrity synchrony and total alignment with a secure national environment. This very low-risk score indicates that the institution avoids excessive dependence on its in-house journals for publication. This practice is crucial for preventing conflicts of interest and the risk of academic endogamy, ensuring that its scientific output is validated through independent external peer review and achieves the global visibility necessary for impactful research.
With a Z-score of -0.543, which is below the already low national average of -0.475, the University demonstrates total operational silence regarding redundant publications. This absence of risk signals, even when compared to a low-risk environment, points to a robust institutional culture that discourages data fragmentation or 'salami slicing.' It reflects a clear prioritization of publishing significant and coherent studies over artificially inflating productivity metrics, thereby enhancing the quality and reliability of its contribution to the scientific record.