| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.349 | -0.015 |
|
Retracted Output
|
-0.127 | 0.548 |
|
Institutional Self-Citation
|
6.376 | 1.618 |
|
Discontinued Journals Output
|
4.890 | 2.749 |
|
Hyperauthored Output
|
-1.033 | -0.649 |
|
Leadership Impact Gap
|
-0.522 | 0.199 |
|
Hyperprolific Authors
|
-1.413 | -0.980 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
-0.682 | 0.793 |
South Kazakhstan State University demonstrates a strong overall scientific integrity profile, reflected in an overall score of 0.844. The institution exhibits exceptional control over the majority of integrity indicators, particularly in preventing hyperprolific authorship, redundant publications, and dependency on institutional journals. These strengths provide a solid foundation for its academic mission. The University's research excellence is further highlighted by its national leadership in key thematic areas, with SCImago Institutions Rankings placing it among the top national institutions in Mathematics (2nd), Energy (5th), Computer Science (6th), and Environmental Science (6th). However, this positive outlook is critically undermined by two significant vulnerabilities: an extremely high Rate of Institutional Self-Citation and an alarming Rate of Output in Discontinued Journals. These practices directly contradict the mission to form an "intellectual elite" and generate "new knowledge," as they suggest academic isolation and a potential waste of resources on low-quality publication channels. To fully align its operational reality with its ambitious vision of becoming a leading entrepreneurial university, it is imperative to address these specific areas of risk, thereby ensuring that its recognized thematic strengths are built upon a foundation of unquestionable scientific integrity.
The University presents a Z-score of -1.349, a value that indicates an exceptionally low incidence of this practice, especially when compared to the national average of -0.015. This result demonstrates a healthy and transparent approach to academic collaboration, showing no signs of risk. The institution's performance aligns perfectly with a national context that already shows minimal risk, suggesting that its policies and researcher practices are robust in ensuring that affiliations are legitimate and not used strategically to inflate institutional credit or engage in “affiliation shopping.”
With a Z-score of -0.127, the University demonstrates strong institutional resilience, performing significantly better than the national average of 0.548. While the broader national context shows some vulnerability to issues that can lead to retractions, the University appears to have effective control mechanisms in place. This low score suggests that its quality control and supervision processes prior to publication are successfully mitigating systemic risks. Rather than indicating recurring malpractice, this figure points to a responsible integrity culture where potential errors are likely identified and corrected before they can escalate, safeguarding the institution's scientific record.
The University's Z-score of 6.376 is a critical alert, significantly amplifying the moderate risk level observed at the national level (1.618). This result indicates that the institution is not merely reflecting a systemic pattern but is an outlier that exacerbates this vulnerability. Such a disproportionately high rate of self-citation signals a concerning degree of scientific isolation, creating an 'echo chamber' where the institution's work may lack sufficient external scrutiny and validation. This practice carries a high risk of endogamous impact inflation, suggesting that the University's academic influence could be perceived as being oversized by internal dynamics rather than by genuine recognition from the global scientific community, a situation that requires immediate strategic review.
The institution's Z-score of 4.890 represents a global red flag, positioning it as a leader in this high-risk metric within a national context that is already highly compromised (Z-score of 2.749). This finding indicates a systemic and urgent problem with the selection of publication venues. A high proportion of output in journals that do not meet international ethical or quality standards exposes the institution to severe reputational risks. It suggests a critical failure in due diligence and points to an urgent need for enhanced information literacy and stricter policies to prevent the channeling of valuable research and resources into 'predatory' or low-quality practices that undermine scientific credibility.
The University maintains a prudent profile with a Z-score of -1.033, which is even more rigorous than the low-risk national standard of -0.649. This demonstrates that the institution manages its authorship attribution processes with greater control than its national peers. The data strongly suggests that the University effectively distinguishes between legitimate, large-scale scientific collaborations and questionable practices such as author list inflation or the inclusion of 'honorary' authorships. This commitment to transparency ensures that individual accountability is maintained, reinforcing the integrity of its research contributions.
With a Z-score of -0.522, the University shows significant institutional resilience, especially when contrasted with the national average of 0.199, which indicates a moderate dependency on external collaboration for impact. The University's score suggests that its scientific prestige is structurally sound and not overly reliant on partnerships where it does not exercise intellectual leadership. This healthy balance is a key indicator of sustainability, demonstrating that the institution possesses a robust internal capacity to generate high-impact research independently, a crucial asset for long-term academic excellence.
The University's Z-score of -1.413 signifies a state of total operational silence regarding this risk, performing even better than the already very low national average of -0.980. This complete absence of risk signals indicates an exemplary institutional culture that prioritizes quality over sheer volume of publications. The data confirms that there are no signs of imbalances that could point to coercive authorship, data fragmentation, or other dynamics that prioritize metrics over the integrity of the scientific record, reflecting a healthy and sustainable research environment.
The University's Z-score of -0.268 is perfectly aligned with the national average, demonstrating integrity synchrony within an environment of maximum scientific security. This result indicates that the institution avoids excessive dependence on its in-house journals, thereby mitigating potential conflicts of interest where it would act as both judge and party. By favoring external publication channels, the University ensures its research undergoes independent peer review, which is essential for achieving global visibility and competitive validation, and prevents the use of internal journals as 'fast tracks' to inflate academic output.
The University exhibits a clear pattern of preventive isolation, with a Z-score of -0.682 placing it in a very low-risk category, in stark contrast to the moderate risk observed at the national level (0.793). This demonstrates that the institution does not replicate the risk dynamics prevalent in its environment. The score indicates a strong commitment to publishing complete and significant studies, actively avoiding the practice of 'salami slicing' to artificially inflate productivity metrics. This approach not only strengthens the integrity of the scientific evidence it produces but also shows respect for the academic review system by prioritizing substance over volume.
