| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.233 | -0.021 |
|
Retracted Output
|
2.042 | 1.173 |
|
Institutional Self-Citation
|
-1.342 | -0.059 |
|
Discontinued Journals Output
|
0.378 | 0.812 |
|
Hyperauthored Output
|
-0.221 | -0.681 |
|
Leadership Impact Gap
|
3.122 | 0.218 |
|
Hyperprolific Authors
|
1.853 | 0.267 |
|
Institutional Journal Output
|
-0.268 | -0.157 |
|
Redundant Output
|
-1.186 | -0.339 |
Abasyn University demonstrates a solid overall performance with a score of 0.889, reflecting a profile with notable strengths in research integrity but also specific areas requiring strategic attention. The institution exhibits exemplary control over practices related to academic endogamy, with very low rates of institutional self-citation, output in its own journals, and redundant publications. These strengths provide a robust foundation for its research culture. Thematically, the university shows significant capacity in key scientific fields, as evidenced by its SCImago Institutions Rankings in Biochemistry, Genetics and Molecular Biology, and Pharmacology, Toxicology and Pharmaceutics. However, to fully align with its mission of fostering 'quality education' and a 'high sense of social responsibility,' the university must address critical vulnerabilities. The significant rate of retracted output and medium-risk signals in multiple affiliations, hyperprolific authorship, and a dependency on external partners for research impact, pose a direct challenge to its stated values of quality and integrity. By leveraging its internal governance strengths to mitigate these specific risks, Abasyn University can enhance its scientific credibility and more effectively achieve its goal of impacting society in a transformative way.
With a Z-score of 0.233, Abasyn University's rate of multiple affiliations shows a moderate deviation from the national average of -0.021. This suggests the institution is more sensitive than its national peers to practices that can inflate institutional credit. While multiple affiliations are often a legitimate result of collaboration, a disproportionately high rate can signal strategic attempts at “affiliation shopping.” This indicator warrants a review to ensure that all affiliations are transparent and reflect substantive contributions, thereby safeguarding the institution's academic reputation.
The university's rate of retracted output is a critical concern, with a Z-score of 2.042 that significantly exceeds the already high national average of 1.173. This positions the institution as a leader in risk within a nationally compromised environment, constituting a global red flag. Retractions are complex, but a rate this far above the norm suggests that pre-publication quality control mechanisms may be failing systemically. This is not just about individual errors; it points to a potential vulnerability in the institution's integrity culture, indicating possible recurring malpractice or a lack of methodological rigor that requires immediate and thorough qualitative verification by management to protect its scientific standing.
Abasyn University demonstrates an exceptionally strong profile in institutional self-citation, with a Z-score of -1.342, which is significantly lower than the national average of -0.059. This near-total absence of risk signals indicates a healthy integration with the global scientific community. A certain level of self-citation is natural, but the university's low rate confirms it avoids the pitfalls of scientific isolation or 'echo chambers.' This result suggests that the institution's academic influence is validated by external scrutiny rather than being inflated by internal dynamics, reflecting a commitment to broad, objective impact.
The institution shows effective management in its selection of publication venues, with a Z-score of 0.378 for output in discontinued journals, well below the national average of 0.812. This indicates that Abasyn University is successfully moderating a risk that appears to be more common across the country. A high proportion of publications in such journals constitutes a critical alert regarding due diligence, exposing an institution to severe reputational risks from 'predatory' or low-quality practices. The university's differentiated performance suggests that its researchers are exercising better judgment in selecting dissemination channels, thereby protecting institutional resources and reputation.
The university's rate of hyper-authored output, with a Z-score of -0.221, indicates an incipient vulnerability when compared to the national average of -0.681. While the risk level is low, the data shows the institution has a slightly higher tendency for this practice than its national peers, warranting review before it escalates. Outside of 'Big Science' contexts where large author lists are normal, a rising Z-score can indicate author list inflation, which dilutes individual accountability. This signal serves as a prompt to ensure that authorship practices remain transparent and are based on substantive contributions, distinguishing necessary collaboration from 'honorary' or political authorship.
A significant alert is raised by the gap between the impact of the university's total output and that of the output where it holds a leadership role, with a Z-score of 3.122 that is substantially higher than the national average of 0.218. This high exposure suggests that the institution is more prone than its peers to a dependency on external partners for its citation impact. A wide positive gap signals a sustainability risk, where scientific prestige may be largely exogenous and not reflective of structural, internal capacity. This finding invites a strategic reflection on whether the university's excellence metrics result from its own intellectual leadership or from a supporting role in collaborations, which could impact its long-term research autonomy.
The university shows high exposure to risks associated with hyperprolific authors, registering a Z-score of 1.853, far exceeding the national average of 0.267. This indicates the institution is significantly more prone to this alert signal than its environment. While high productivity can reflect leadership, extreme individual publication volumes challenge the limits of meaningful intellectual contribution. This indicator alerts to potential imbalances between quantity and quality, pointing to risks such as coercive authorship or the assignment of authorship without real participation—dynamics that prioritize metrics over the integrity of the scientific record and warrant closer examination.
Abasyn University demonstrates total operational silence regarding output in its own institutional journals, with a Z-score of -0.268 that is even lower than the already minimal national average of -0.157. This complete absence of risk signals is a clear strength. Excessive dependence on in-house journals can raise conflicts of interest and lead to academic endogamy, where production might bypass independent external peer review. The university's excellent result in this area confirms its commitment to global visibility and competitive validation, avoiding the use of internal channels as potential 'fast tracks' to inflate publication records.
The institution maintains a strong, low-profile consistency in managing redundant output, with a Z-score of -1.186, which is well below the national average of -0.339. The absence of these risk signals aligns with a national context of low risk, but the university's performance is even stronger. Massive bibliographic overlap between publications can indicate 'salami slicing,' the practice of dividing a study into minimal units to artificially inflate productivity. The university's very low score demonstrates a commendable focus on publishing significant new knowledge rather than prioritizing volume, thereby contributing responsibly to the scientific record.
