| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.423 | -0.015 |
|
Retracted Output
|
-0.315 | 0.548 |
|
Institutional Self-Citation
|
0.277 | 1.618 |
|
Discontinued Journals Output
|
8.964 | 2.749 |
|
Hyperauthored Output
|
-0.553 | -0.649 |
|
Leadership Impact Gap
|
-0.153 | 0.199 |
|
Hyperprolific Authors
|
-1.413 | -0.980 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
0.068 | 0.793 |
Korkyt Ata Kyzylorda University demonstrates a commendable overall integrity profile with a low-risk score of 1.370, reflecting robust practices across most indicators. The institution exhibits significant strengths, particularly in its very low rates of multiple affiliations, hyperprolific authors, and output in institutional journals, indicating a culture of transparency and quality. Furthermore, the university shows remarkable resilience, effectively mitigating national risk trends in retractions, self-citation, and impact dependency. This solid foundation supports its notable academic standing, with SCImago Institutions Rankings data placing it among the top national institutions in key areas such as Chemistry (6th), Environmental Science (7th), and Energy (8th). However, a critical vulnerability exists in the significant rate of publications in discontinued journals, which starkly contrasts with its otherwise strong profile. This practice directly undermines the university's mission to "generate new knowledge and unlock the intellectual potential of the region," as it channels valuable research into unreliable outlets, compromising its credibility and impact. To fully realize its mission, the university must urgently address its publication strategies, ensuring its strong internal research capacity is showcased in reputable, high-quality venues that reflect its commitment to excellence.
The institution's Z-score of -1.423 is significantly lower than the national average of -0.015. This demonstrates a clear and consistent low-risk profile, suggesting that the university's affiliation practices are well-aligned with national standards of integrity. The complete absence of risk signals in this area confirms that multiple affiliations at the institution are a legitimate result of researcher mobility and collaboration, rather than strategic attempts to inflate institutional credit.
With a Z-score of -0.315, the institution displays a low risk of retractions, contrasting favorably with the medium-risk national average of 0.548. This suggests a high degree of institutional resilience, where internal control mechanisms are successfully mitigating the systemic risks observed elsewhere in the country. This lower rate indicates that the university's pre-publication quality controls are effective, and its integrity culture is robust, preventing the kind of recurring malpractice or lack of methodological rigor that can lead to a high volume of retractions.
The university's Z-score of 0.277, while indicating a medium risk, is substantially lower than the national average of 1.618. This points to a differentiated management approach, where the institution successfully moderates a risk that is more pronounced at the national level. While a certain level of self-citation is natural, the university's controlled rate suggests it is avoiding the 'echo chambers' and endogamous impact inflation that can arise from disproportionately high rates, ensuring its work is validated by the broader scientific community.
The institution's Z-score of 8.964 is a critical red flag, drastically exceeding the already significant national average of 2.749. This result indicates that the university is a leader in risk metrics within a country already facing challenges in this area. A high proportion of publications in discontinued journals is a severe alert regarding due diligence in selecting dissemination channels. This practice exposes the institution to severe reputational damage and suggests that a significant portion of its scientific production is being channeled through media that fail to meet international ethical or quality standards, demanding an urgent review of information literacy and publication policies to avoid wasting resources on predatory outlets.
The institution's Z-score of -0.553 is low and close to the national average of -0.649. This indicates a state of statistical normality, but the slightly higher value suggests an incipient vulnerability that warrants monitoring. While extensive author lists are legitimate in some 'Big Science' fields, this minor signal serves as a reminder to ensure that authorship practices remain transparent and accountable across all disciplines, distinguishing between necessary massive collaboration and potentially dilutive 'honorary' authorship.
The institution's Z-score of -0.153 (low risk) is a positive indicator, especially when compared to the medium-risk national average of 0.199. This demonstrates institutional resilience, as it avoids the national trend of dependency on external partners for impact. A low gap suggests that the university's scientific prestige is structural and internally driven, not merely the result of strategic positioning in collaborations where it does not exercise intellectual leadership. This reflects a sustainable model built on real internal capacity.
With a Z-score of -1.413, the institution shows a complete absence of risk signals, performing even better than the very low-risk national average of -0.980. This state of total operational silence is an excellent indicator of a healthy research environment. It suggests a strong institutional focus on the quality and integrity of the scientific record over sheer volume, effectively preventing imbalances that can lead to coercive authorship or the assignment of credit without real intellectual participation.
The institution's Z-score of -0.268 is identical to the national average, reflecting perfect integrity synchrony in a very low-risk environment. This alignment demonstrates that the university is not overly dependent on its own journals for publication, thus avoiding potential conflicts of interest and academic endogamy. By favoring external, independent peer review, the institution ensures its scientific production is validated competitively, enhancing its global visibility and credibility.
The institution's Z-score of 0.068, while in the medium-risk category, is significantly lower than the national average of 0.793. This reflects a differentiated management strategy that effectively moderates a common risk within the country. This controlled level suggests that the university discourages the practice of dividing coherent studies into minimal publishable units to artificially inflate productivity. This commitment to publishing significant new knowledge rather than fragmented data strengthens the scientific record and respects the academic review system.