| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
3.312 | -0.386 |
|
Retracted Output
|
3.508 | 2.124 |
|
Institutional Self-Citation
|
1.396 | 2.034 |
|
Discontinued Journals Output
|
0.634 | 5.771 |
|
Hyperauthored Output
|
-0.937 | -1.116 |
|
Leadership Impact Gap
|
-1.389 | 0.242 |
|
Hyperprolific Authors
|
0.569 | -0.319 |
|
Institutional Journal Output
|
-0.268 | 1.373 |
|
Redundant Output
|
-0.309 | 1.097 |
Komar University of Science and Technology demonstrates a complex integrity profile, marked by areas of exceptional governance alongside significant vulnerabilities. With an overall risk score of 1.478, the institution exhibits notable strengths in ensuring its research impact is driven by internal leadership and in avoiding academic endogamy through institutional journals. However, this is contrasted by critical-level risks in the rates of multiple affiliations and retracted publications, which significantly exceed national averages. According to SCImago Institutions Rankings data, the university has established strong thematic positions, particularly in Chemistry and Pharmacology, Toxicology and Pharmaceutics, where it ranks 6th nationally. These areas of excellence are foundational to its mission to "contribute to the advancement of society in Science and technology." However, the identified integrity risks, especially concerning retractions and affiliation practices, directly threaten this mission by potentially undermining the credibility and trustworthiness of its scientific contributions. To safeguard its reputation and fully realize its goal of preparing graduates for leadership, it is imperative to address these vulnerabilities while leveraging its clear strengths in research governance.
The institution presents a Z-score of 3.312, a stark contrast to the national average of -0.386. This severe discrepancy indicates that the university's rate of multiple affiliations is highly atypical for its national context, requiring a deep integrity assessment. While multiple affiliations can be legitimate, such a disproportionately high rate suggests a potential systemic issue. This pattern may signal strategic attempts to inflate institutional credit or "affiliation shopping," a practice that could misrepresent the university's collaborative footprint and requires careful review to ensure all affiliations are transparent and substantively justified.
With a Z-score of 3.508, the institution's rate of retracted output is a global red flag, significantly exceeding a national average (2.124) that is already highly compromised. This suggests the university not only reflects but amplifies a critical national vulnerability. A retraction rate this far above the global average is a serious alert that quality control mechanisms prior to publication may be failing systemically. Beyond isolated incidents, this points to a potential weakness in the institution's integrity culture, indicating possible recurring malpractice or a lack of methodological rigor that demands immediate qualitative verification by management to protect its scientific reputation.
The university's Z-score for institutional self-citation is 1.396, notably lower than the national average of 2.034. This indicates a capacity for differentiated management, where the institution successfully moderates a risk that is more common across the country. By maintaining a lower rate, the university demonstrates it is less prone to operating in scientific isolation or 'echo chambers.' This prudent approach helps mitigate the risk of endogamous impact inflation, suggesting its academic influence is more likely derived from genuine recognition by the global community rather than being oversized by internal dynamics.
The institution registers a Z-score of 0.634, demonstrating relative containment when compared to the critical national average of 5.771. Although some risk signals are present, the university operates with substantially more order than its environment, suggesting more effective due diligence in selecting dissemination channels. This practice is crucial, as a high proportion of publications in such journals can expose an institution to severe reputational risks. By largely avoiding these outlets, the university protects its resources and reputation from association with 'predatory' or low-quality practices that are a significant issue nationally.
With a Z-score of -0.937, the institution shows a slight divergence from the national standard of -1.116. While the risk is low, its presence marks a departure from a national context where hyper-authorship is virtually non-existent. This subtle signal warrants attention, as it could indicate the early emergence of practices like author list inflation. It serves as a prompt to ensure that all authorship is meaningful and to distinguish between necessary large-scale collaboration and the potential for 'honorary' authorship practices that dilute individual accountability.
The institution's Z-score of -1.389 represents a clear case of preventive isolation from the national trend (0.242). This excellent result indicates that the university does not replicate the risk dynamics observed in its environment, where institutional impact is often dependent on external partners. A low score here is a powerful indicator of research sustainability and maturity. It suggests that the university's scientific prestige is structural and driven by genuine internal capacity, with its own researchers exercising intellectual leadership rather than relying on strategic positioning in collaborations led by others.
The university's Z-score of 0.569 marks a moderate deviation from the national average of -0.319, indicating a greater sensitivity to this risk factor than its peers. This suggests that the institution may be fostering an environment where extreme individual publication volumes are more common than elsewhere in the country. While high productivity can be positive, this indicator alerts to potential imbalances between quantity and quality. It points 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 a review of internal incentive structures.
With a Z-score of -0.268, the institution demonstrates preventive isolation from the national risk profile (1.373). This result shows the university does not replicate the risk dynamics common in its environment, where reliance on in-house journals is a moderate concern. By avoiding this practice, the institution effectively sidesteps potential conflicts of interest and the risk of academic endogamy, where production might bypass rigorous, independent peer review. This commitment to external validation strengthens the global visibility and credibility of its research output.
The institution's Z-score of -0.309, compared to the national average of 1.097, highlights its institutional resilience. Control mechanisms at the university appear to effectively mitigate the systemic risks of redundant publication that are present at a moderate level across the country. This low score indicates that the institution fosters a culture that prioritizes the generation of significant new knowledge over artificially inflating productivity metrics. It successfully discourages the practice of 'salami slicing,' where studies are fragmented into minimal publishable units, thereby upholding the integrity of the scientific evidence base.