| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.232 | -0.015 |
|
Retracted Output
|
-0.212 | 0.548 |
|
Institutional Self-Citation
|
3.207 | 1.618 |
|
Discontinued Journals Output
|
1.259 | 2.749 |
|
Hyperauthored Output
|
-0.443 | -0.649 |
|
Leadership Impact Gap
|
-0.590 | 0.199 |
|
Hyperprolific Authors
|
-1.413 | -0.980 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
-0.369 | 0.793 |
D. Serikbayev East Kazakhstan State Technical University (EKSTU) presents a balanced scientific integrity profile, with an overall risk score of -0.013 indicating general alignment with sound research practices. The institution demonstrates significant strengths in maintaining very low-risk levels for the Rate of Hyperprolific Authors, Rate of Multiple Affiliations, and Rate of Output in Institutional Journals. Furthermore, EKSTU shows notable resilience, performing better than the national average in mitigating risks associated with retracted output, redundant publications, and dependency on external collaborations for impact. However, a critical vulnerability is evident in the Rate of Institutional Self-Citation, which is significantly high and requires immediate strategic attention. This particular risk, suggesting a tendency towards an academic 'echo chamber', could undermine the university's mission to prepare students for a "global environment." The institution's strong academic positioning, as evidenced by its SCImago Institutions Rankings in key areas such as Mathematics (Top 11 in Kazakhstan), Engineering (Top 12), and Earth and Planetary Sciences (Top 14), provides a solid foundation of excellence. To fully align its operational integrity with its stated mission of "high quality" and global preparedness, it is recommended that EKSTU focuses on fostering broader external validation and international engagement, thereby transforming its primary risk area into an opportunity for enhanced global impact.
The institution exhibits a Z-score of -1.232, which is significantly lower than the national average of -0.015. This result indicates a very low-risk profile and demonstrates a clear operational standard. The absence of risk signals in this area suggests that the university's affiliation practices are well-governed and do not show any signs of strategic attempts to inflate institutional credit or engage in “affiliation shopping.” This low-profile consistency aligns with national standards for research integrity and reflects a transparent approach to academic collaboration.
With a Z-score of -0.212, the institution maintains a low-risk profile, in contrast to the medium-risk level observed nationally (0.548). This disparity suggests the presence of effective institutional resilience. The university's internal control mechanisms appear to successfully mitigate the systemic risks prevalent in its environment. This indicates that quality control and supervision processes prior to publication are robust, preventing the kind of recurring malpractice or lack of methodological rigor that a higher rate would suggest and reinforcing a strong culture of integrity.
The institution's Z-score of 3.207 is at a significant risk level, markedly higher than the national medium-risk average of 1.618. This finding points to a risk accentuation, where the university amplifies a vulnerability already present in the national system. Such a disproportionately high rate signals a concerning scientific isolation or an 'echo chamber' where the institution validates its own work without sufficient external scrutiny. This practice creates a serious risk of endogamous impact inflation, suggesting that the institution's academic influence may be oversized by internal dynamics rather than by genuine recognition from the global community, a trend that requires urgent review.
The institution presents a medium-risk Z-score of 1.259, a signal that warrants attention but also demonstrates relative containment when compared to the country's significant-risk average of 2.749. Although risk signals are present, this indicates that the university operates with more order and diligence than the national trend. Nevertheless, a medium score constitutes a critical alert regarding due diligence in selecting dissemination channels. It suggests that a portion of its scientific production is being channeled through media that may not meet international ethical or quality standards, highlighting a need to strengthen information literacy and avoid wasting resources on low-quality practices.
The institution's Z-score of -0.443 is in the low-risk category, similar to the national average of -0.649. However, the slightly higher institutional score points to an incipient vulnerability. While the overall risk is low, this subtle signal warrants review before it potentially escalates. It serves as a reminder to ensure that authorship practices remain transparent and accountable, clearly distinguishing between necessary massive collaboration in relevant fields and any potential for 'honorary' or political authorship that could dilute individual responsibility.
With a low-risk Z-score of -0.590, the institution performs substantially better than the national medium-risk average of 0.199. This demonstrates strong institutional resilience, as its control mechanisms appear to mitigate systemic national risks. A low score in this indicator is a positive sign, suggesting that the university's scientific prestige is not dependent on external partners but is instead structural and driven by its own internal capacity. This reflects a sustainable model where the institution exercises genuine intellectual leadership in its research endeavors.
The institution's Z-score of -1.413 is exceptionally low, even when compared to the country's very low-risk average of -0.980. This indicates a state of total operational silence in this risk area. The complete absence of signals associated with hyperprolificity suggests a healthy balance between quantity and quality in research output. It confirms that the university's environment is free from dynamics like coercive authorship or the assignment of credit without real participation, thereby protecting the integrity of its scientific record.
The institution's Z-score of -0.268 is identical to the national average, placing both in the very low-risk category. This reflects a perfect integrity synchrony and total alignment with a national environment of maximum scientific security. By avoiding excessive dependence on its own journals, the university mitigates potential conflicts of interest and ensures its scientific production undergoes independent external peer review. This practice enhances global visibility and confirms that internal channels are not used as 'fast tracks' to inflate academic records without standard competitive validation.
The institution shows a low-risk Z-score of -0.369, contrasting favorably with the medium-risk national average of 0.793. This gap highlights the university's institutional resilience and its ability to manage publication practices more effectively than its peers. The low score indicates that the institution successfully discourages data fragmentation or 'salami slicing.' This suggests a culture that prioritizes the publication of coherent, significant studies over the artificial inflation of productivity metrics, thereby contributing robust and meaningful knowledge to the scientific record.
