| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.521 | 0.349 |
|
Retracted Output
|
-0.137 | 0.121 |
|
Institutional Self-Citation
|
0.635 | 0.437 |
|
Discontinued Journals Output
|
0.805 | 0.600 |
|
Hyperauthored Output
|
-0.288 | -0.427 |
|
Leadership Impact Gap
|
0.377 | 1.206 |
|
Hyperprolific Authors
|
-1.413 | -0.511 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
-0.595 | 0.459 |
Redeemer's University presents a strong overall integrity profile, marked by a very low global risk score of 0.010. The institution demonstrates exceptional strengths in responsible authorship and publication practices, with very low risk signals for hyperprolific authors, redundant output (salami slicing), and publications in institutional journals. These areas of excellence suggest a robust internal culture that prioritizes quality and ethical rigor over sheer volume. However, this positive outlook is contrasted by medium-risk indicators that are higher than the national average, specifically in the rates of multiple affiliations, institutional self-citation, and publications in discontinued journals. These vulnerabilities could potentially undermine the institution's notable academic achievements, particularly in its leading thematic areas as identified by SCImago Institutions Rankings data, which include Biochemistry, Genetics and Molecular Biology (ranked 2nd in Nigeria), Pharmacology, Toxicology and Pharmaceutics (6th), and Arts and Humanities (8th). While the institution's specific mission statement was not available for this analysis, these identified risks—especially those pointing towards academic endogamy and questionable publication venues—are misaligned with the universal academic goals of excellence, global impact, and social responsibility. To secure its leadership position, Redeemer's University is advised to leverage its foundational strengths in scientific integrity to develop targeted policies that address these specific vulnerabilities, ensuring its research impact is both credible and sustainable.
The institution's Z-score for multiple affiliations is 0.521, which is higher than the national average of 0.349. This indicates a greater exposure to the risks associated with this practice compared to its national peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this elevated rate suggests that the university is more prone to showing alert signals. It serves as a warning to review affiliation policies to ensure they consistently reflect genuine, substantive collaborations and to mitigate the risk of "affiliation shopping," where affiliations are used strategically to inflate institutional credit rather than to represent true scientific partnership.
With a Z-score of -0.137, the university demonstrates a significantly lower rate of retracted publications compared to the national average of 0.121. This positive differential highlights a notable institutional resilience, suggesting that internal quality control and supervision mechanisms are effectively mitigating the systemic risks observed elsewhere in the country. A high Z-score in this indicator can suggest that pre-publication quality checks are failing; however, this institution's low score points to a responsible research environment where the integrity culture is strong, and potential errors are likely corrected before they enter the scientific record.
The university's rate of institutional self-citation corresponds to a Z-score of 0.635, which is notably above the national average of 0.437. This high exposure suggests the institution is more susceptible to practices that can lead to scientific isolation. A certain level of self-citation is natural, but disproportionately high rates can signal the formation of "echo chambers" where work is validated internally without sufficient external scrutiny. This trend warns of a risk of endogamous impact inflation, where the institution's perceived academic influence may be oversized by internal dynamics rather than by recognition from the global scientific community.
The institution shows a Z-score of 0.805 for publications in discontinued journals, a figure that is considerably higher than the national average of 0.600. This high exposure constitutes a critical alert regarding the due diligence exercised in selecting dissemination channels. It indicates that a significant portion of the university's scientific production is being channeled through media that do not meet international ethical or quality standards. This practice exposes the institution to severe reputational risks and suggests an urgent need for enhanced information literacy and training for researchers to avoid channeling valuable resources into "predatory" or low-quality publication venues.
At -0.288, the university's Z-score for hyper-authored output is slightly higher than the national average of -0.427, though both scores fall within a low-risk range. This subtle difference signals an incipient vulnerability that warrants monitoring. While extensive author lists are legitimate in "Big Science" contexts, their appearance elsewhere can indicate author list inflation. This signal suggests a need for proactive review of authorship practices to ensure they reflect genuine collaboration and to prevent the potential escalation of "honorary" authorship, which can dilute individual accountability and transparency.
Redeemer's University demonstrates differentiated management in this area, with a Z-score of 0.377 that is substantially lower than the national average of 1.206. This indicates that the institution successfully moderates a risk that appears more common across the country. A wide positive gap can signal that an institution's prestige is dependent on external partners rather than its own capabilities. The university's smaller gap is a strong indicator of sustainability, suggesting that its scientific excellence results from genuine internal capacity and intellectual leadership, rather than a strategic positioning in collaborations where it plays a secondary role.
With an exceptionally low Z-score of -1.413, the institution shows a complete absence of risk signals related to hyperprolific authors, performing significantly better than the already low-risk national average (-0.511). This reflects a low-profile consistency and a healthy research environment. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and point to risks like coercive authorship or "salami slicing." This university's excellent result indicates that authorship is distributed responsibly, upholding the integrity of its scientific record by prioritizing quality over questionable metrics of quantity.
The university's Z-score of -0.268 for output in its own journals is identical to the national average, placing both in the very low-risk category. This perfect alignment demonstrates integrity synchrony with a national environment of maximum scientific security on this indicator. By avoiding excessive dependence on in-house journals, the institution effectively mitigates potential conflicts of interest where it would act as both judge and party. This practice ensures its research undergoes independent external peer review, a critical step for achieving global visibility and competitive validation.
The institution exhibits a state of preventive isolation from a problematic national trend, with a very low Z-score of -0.595 in stark contrast to the medium-risk national average of 0.459. This significant difference indicates that the university does not replicate the risk dynamics of data fragmentation observed elsewhere in the country. A high value in this indicator alerts to the practice of dividing a single study into minimal publishable units to artificially inflate productivity. This institution's strong performance suggests a culture that values the contribution of significant, coherent knowledge over volume, thereby strengthening the scientific record.