| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
1.853 | 1.204 |
|
Retracted Output
|
-0.587 | -0.038 |
|
Institutional Self-Citation
|
-0.459 | -0.146 |
|
Discontinued Journals Output
|
-0.191 | -0.150 |
|
Hyperauthored Output
|
0.519 | 0.615 |
|
Leadership Impact Gap
|
1.070 | 1.199 |
|
Hyperprolific Authors
|
-1.154 | -0.434 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
-0.873 | -0.920 |
Mbarara University of Science and Technology presents a robust scientific integrity profile, reflected in an overall risk score of -0.158. The institution demonstrates exceptional strengths in foundational areas of research ethics, with very low risk signals in retracted output, hyperprolific authorship, redundant publications, and output in institutional journals. These results underscore a solid commitment to quality and responsible conduct. Areas requiring strategic attention are concentrated at a medium risk level, particularly in the Rate of Multiple Affiliations—which is higher than the national average—and the Gap between total and led research impact. Thematically, the university confirms its leadership role within Uganda, ranking prominently in key areas such as Agricultural and Biological Sciences, Biochemistry, Genetics and Molecular Biology, Psychology, and Social Sciences, according to SCImago Institutions Rankings data. While its integrity performance largely supports its mission to provide "quality and relevant education," the identified risks in affiliation and impact dependency could challenge the long-term goal of applying its own scientific and technological capacity for community development. By addressing these moderate vulnerabilities, the university can fully align its operational practices with its strategic vision, solidifying its position as a national leader in science and technology.
The institution's Z-score of 1.853 is notably higher than the national average of 1.204. Although this indicator reflects a systemic pattern of medium risk across the country, the university shows a greater exposure to this dynamic than its national peers. While multiple affiliations are often a legitimate result of collaboration, this heightened rate warrants a review to ensure it does not signal strategic attempts to inflate institutional credit or "affiliation shopping," a practice that could dilute the university's distinct research identity.
With a Z-score of -0.587, the institution demonstrates an almost complete absence of risk signals for retracted publications, a figure that is significantly better than the national average of -0.038. This low-profile consistency indicates that the university's quality control mechanisms prior to publication are not only effective but also exceed the national standard. This performance is a strong positive sign of responsible supervision and methodological rigor, preventing the systemic failures that a higher rate would suggest and reinforcing the integrity of its scientific output.
The institution maintains a Z-score of -0.459, which is considerably lower than the national average of -0.146. This prudent profile suggests that the university manages its citation practices with more rigor than the national standard. By avoiding disproportionately high rates of self-citation, the institution effectively mitigates the risk of creating scientific 'echo chambers' and demonstrates a strong orientation towards external validation, ensuring its academic influence is built on recognition from the global community rather than being inflated by internal dynamics.
The institution's Z-score of -0.191 is lower than the national average of -0.150, indicating a more prudent approach to selecting publication venues. This careful management is crucial for institutional reputation. A high proportion of publications in such journals would constitute a critical alert regarding due diligence, but the university's performance shows it is effectively avoiding channels that do not meet international ethical or quality standards, thus protecting its research from reputational risks and the misallocation of resources.
The institution's Z-score for hyper-authorship is 0.519, which is below the national average of 0.615. This reflects a differentiated management approach, where the university successfully moderates a risk that is common at the national level. While extensive author lists can be legitimate in 'Big Science,' this controlled rate suggests the institution is effectively distinguishing between necessary massive collaboration and practices like 'honorary' authorship, thereby helping to preserve individual accountability and transparency in its research.
With a Z-score of 1.070, the institution manages the gap between its overall impact and the impact of its internally-led research more effectively than the national average of 1.199. This differentiated management points to a more sustainable model of scientific prestige. A very wide positive gap can signal that an institution's prestige is dependent and exogenous; however, the university's more moderate score suggests it is building real internal capacity and is less reliant on collaborations where it does not exercise intellectual leadership.
The institution's Z-score of -1.154 indicates a very low risk, performing better than the already low-risk national average of -0.434. This low-profile consistency demonstrates a healthy balance between productivity and quality. The absence of extreme individual publication volumes suggests a research culture that discourages practices such as coercive authorship or 'salami slicing,' which prioritize metrics over the integrity of the scientific record and meaningful intellectual contribution.
The institution's Z-score of -0.268 is identical to the national average, showing perfect integrity synchrony with an environment of maximum scientific security in this area. This total alignment demonstrates a clear commitment to independent, external peer review. By avoiding excessive dependence on in-house journals, the university circumvents potential conflicts of interest and the risk of academic endogamy, ensuring its scientific production is validated through standard competitive channels, which in turn enhances its global visibility.
With a Z-score of -0.873, the institution is in close alignment with the national average of -0.920, reflecting a shared environment free from signals of redundant publication. This integrity synchrony indicates a strong institutional focus on producing significant new knowledge. The absence of this risk marker suggests that researchers are not artificially inflating their productivity by fragmenting coherent studies into minimal publishable units, a practice which distorts scientific evidence and overburdens the review system.