| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.260 | -0.015 |
|
Retracted Output
|
-0.137 | 0.548 |
|
Institutional Self-Citation
|
3.562 | 1.618 |
|
Discontinued Journals Output
|
4.489 | 2.749 |
|
Hyperauthored Output
|
-0.562 | -0.649 |
|
Leadership Impact Gap
|
-1.325 | 0.199 |
|
Hyperprolific Authors
|
-1.413 | -0.980 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
5.135 | 0.793 |
K Zhubanov Aktobe Regional University presents a profile of pronounced contrasts, with an overall integrity score of 0.903 that reflects significant strengths alongside critical vulnerabilities. The institution demonstrates exemplary performance in areas such as the intellectual leadership of its research, the concentration of authorship, and the use of institutional journals, indicating robust internal governance in these domains. However, this positive performance is severely counterbalanced by significant risk alerts in three key areas: an extremely high rate of institutional self-citation, an alarming volume of publications in discontinued journals, and a critical level of redundant output (salami slicing). Thematically, the university shows notable strength in the SCImago Institutions Rankings, particularly within Kazakhstan for Arts and Humanities (ranked 3rd), Psychology (3rd), and Social Sciences (4th). While the institution's specific mission statement was not available for this analysis, any commitment to academic excellence and social responsibility is fundamentally challenged by practices that suggest impact inflation and questionable dissemination channels. To secure its reputation and the validity of its strong thematic contributions, the university is advised to leverage its areas of administrative strength to implement urgent, targeted interventions that address these critical integrity risks.
The institution (Z-score: -1.260) demonstrates a very low incidence of multiple affiliations, performing with greater rigor than the national standard (Z-score: -0.015). This result suggests a clear and consistently applied affiliation policy that avoids the risk signals present, albeit at a low level, across the country. While multiple affiliations can be a legitimate outcome of collaboration, the university's exceptionally low rate indicates an operational environment free from strategic practices like “affiliation shopping,” reinforcing transparency in institutional credit attribution.
With a Z-score of -0.137, the institution maintains a low rate of retracted publications, showcasing notable resilience when compared to the moderate risk level observed nationally (Z-score: 0.548). This suggests that the university's internal quality control and supervision mechanisms are effectively mitigating the systemic risks present in its environment. This performance indicates that pre-publication review processes are robust, preventing the type of recurring methodological or ethical failures that can lead to a high volume of retractions and damage an institution's integrity culture.
The university shows a significant risk in this area, with a Z-score of 3.562 that sharply accentuates the moderate vulnerability already present in the national system (Z-score: 1.618). This disproportionately high rate signals a concerning level of scientific isolation, creating an 'echo chamber' where the institution's work may be validated without sufficient external scrutiny. Such a high value warns of endogamous impact inflation, suggesting that the institution's perceived academic influence could be oversized by internal dynamics rather than by genuine recognition from the global scientific community.
This indicator represents a critical alert, as the institution's Z-score of 4.489 makes it a global red flag, leading the risk metrics in a country already compromised in this area (Z-score: 2.749). This extremely high value indicates that a significant portion of the university's scientific output is being channeled through media that fail to meet international ethical or quality standards. This practice exposes the institution to severe reputational damage and suggests an urgent need for enhanced information literacy and due diligence to prevent the waste of resources on 'predatory' or low-quality publications.
The institution's Z-score of -0.562 is statistically normal for its context, though it points to an incipient vulnerability as it is slightly higher than the national average (Z-score: -0.649). While extensive author lists are legitimate in 'Big Science' disciplines, this minor deviation warrants a review to ensure that authorship practices remain transparent and accountable. It serves as a signal to proactively distinguish between necessary massive collaboration and any potential drift towards 'honorary' authorship, which can dilute individual responsibility.
The university demonstrates exceptional strength in this area, with a Z-score of -1.325 that reflects a preventive isolation from the national trend (Z-score: 0.199). This result indicates that the institution's scientific prestige is structural and sustainable, as the impact of its research is driven by work where its own researchers exercise intellectual leadership. Unlike the national dynamic, which suggests a dependency on external partners for impact, the university's performance confirms a robust internal capacity for generating high-quality, influential science.
With a Z-score of -1.413, the institution shows a total absence of risk signals related to hyperprolific authors, performing even better than the low-risk national average (Z-score: -0.980). This operational silence confirms a healthy research environment where productivity is balanced with the capacity for meaningful intellectual contribution. The data suggests the university is free from dynamics such as coercive authorship or the prioritization of metrics over scientific integrity, which are often associated with extreme individual publication volumes.
The institution's Z-score of -0.268 is in perfect synchrony with the national average (-0.268), reflecting a shared environment of maximum scientific security in this domain. This alignment demonstrates that the university does not have an excessive dependence on its in-house journals, thereby avoiding potential conflicts of interest and academic endogamy. By ensuring its scientific production undergoes independent external peer review, the institution enhances its global visibility and upholds competitive validation standards.
This indicator is a critical red flag for the institution, whose Z-score of 5.135 dramatically amplifies a risk that is only moderately present in the national system (Z-score: 0.793). Such a high value points to a systemic practice of 'salami slicing,' where coherent studies are fragmented into minimal publishable units to artificially inflate productivity metrics. This massive and recurring bibliographic overlap between publications distorts the scientific record, overburdens the review system, and prioritizes volume over the generation of significant new knowledge, requiring an urgent review of publication strategies.