| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.145 | -0.015 |
|
Retracted Output
|
-0.024 | 0.548 |
|
Institutional Self-Citation
|
1.077 | 1.618 |
|
Discontinued Journals Output
|
1.614 | 2.749 |
|
Hyperauthored Output
|
-0.915 | -0.649 |
|
Leadership Impact Gap
|
-0.003 | 0.199 |
|
Hyperprolific Authors
|
-1.413 | -0.980 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
0.483 | 0.793 |
Kazakh National Agrarian University demonstrates a robust scientific integrity profile, with an overall risk score of 0.065 indicating a predominantly healthy research environment. The institution's primary strengths lie in its exceptionally low rates of hyperprolific authorship, multiple affiliations, and publication in institutional journals, suggesting a culture that prioritizes quality, transparency, and external validation. This strong foundation is further evidenced by the university's resilience against national trends, showing significantly better control over retracted publications and output in discontinued journals compared to the country average. These operational strengths directly support its high standing in key thematic areas, as reflected in the SCImago Institutions Rankings, particularly in Veterinary (1st in Kazakhstan), Agricultural and Biological Sciences (5th), and Economics, Econometrics and Finance (6th). However, moderate risk signals in institutional self-citation and redundant output warrant strategic attention. These practices, if left unmanaged, could subtly undermine the university's mission to form "competitive specialists" for "world science" by creating an impression of insularity and prioritizing volume over impact. To fully realize its vision of global excellence and social responsibility, the university is encouraged to build upon its solid integrity framework by implementing targeted policies that address these moderate vulnerabilities, thereby ensuring its research contributions are both impactful and unimpeachable.
The institution's Z-score of -1.145 for the Rate of Multiple Affiliations is significantly lower than the national average of -0.015. This demonstrates a clear and consistent policy on author affiliations that aligns with the low-risk national standard. The virtual absence of this risk signal indicates that the university effectively avoids practices that could be perceived as "affiliation shopping" or strategic attempts to inflate institutional credit, ensuring that its collaborative footprint is transparent and unambiguous.
With a Z-score of -0.024, the university maintains a low Rate of Retracted Output, in stark contrast to the medium-risk national average of 0.548. This suggests a high degree of institutional resilience, where internal quality control mechanisms appear to successfully mitigate the systemic risks observed elsewhere in the country. This strong performance indicates that the university's pre-publication review and supervision processes are effective, preventing the kind of recurring methodological or ethical failures that can lead to a high volume of retractions and damage an institution's integrity culture.
The university's Z-score for the Rate of Institutional Self-Citation is 1.077, a medium-risk value that is nevertheless notably lower than the national average of 1.618. This indicates a pattern of differentiated management, where the institution successfully moderates a risk that appears more common at the national level. While a certain level of self-citation is natural, the current medium score serves as a reminder to guard against the formation of scientific 'echo chambers'. The university's better-than-average control helps mitigate the risk of endogamous impact inflation, but continued monitoring is advisable to ensure its academic influence is validated by the global community, not just internal dynamics.
The institution presents a Z-score of 1.614 for its Rate of Output in Discontinued Journals, which, while indicating a medium risk, demonstrates relative containment compared to the significant-risk national average of 2.749. This suggests that although some risk signals are present, the university operates with more order and due diligence than its national peers in a challenging environment. This is a critical indicator of reputational risk, as a high proportion of publications in such journals suggests that resources may be channeled to media lacking international quality standards. The university's ability to contain this risk is commendable, but the medium level still points to a need for enhanced information literacy programs to protect its research from predatory or low-quality practices.
With a Z-score of -0.915, the university exhibits a prudent profile in its Rate of Hyper-Authored Output, performing with more rigor than the national standard (-0.649). This low score indicates that the institution maintains clear and transparent authorship practices. It successfully distinguishes between necessary large-scale collaboration and the risk of author list inflation, thereby avoiding 'honorary' or political authorship and ensuring that individual accountability is upheld across its research output.
The university shows a Z-score of -0.003 for the Gap between the impact of its total output and that of its leadership output, a low-risk signal that points to strong institutional resilience against the medium-risk national trend (0.199). This result is a powerful indicator of scientific sustainability and autonomy. It suggests that the institution's scientific prestige is not dependent on external partners but is driven by its own structural capacity and intellectual leadership. This demonstrates that the university's excellence metrics are the result of genuine internal capabilities, a cornerstone for long-term, independent growth.
The institution's Z-score for the Rate of Hyperprolific Authors is -1.413, a value indicating total operational silence on this risk metric and performing even better than the already very low national average of -0.980. The complete absence of risk signals in this area is a testament to a healthy research culture that balances quantity with quality. This demonstrates that the university is not susceptible to dynamics that prioritize raw metrics, such as coercive authorship or assigning credit without real participation, thus safeguarding the integrity of its scientific record.
The university's Z-score for the Rate of Output in Institutional Journals is -0.268, perfectly matching the national average. This reflects an integrity synchrony and a total alignment with an environment of maximum scientific security in this regard. By avoiding dependence on in-house journals, the institution ensures its scientific production bypasses potential conflicts of interest and is subjected to independent, external peer review. This practice is fundamental for achieving global visibility and competitive validation, preventing the use of internal channels as 'fast tracks' to inflate productivity.
For the Rate of Redundant Output, the university has a Z-score of 0.483, which, while in the medium-risk category, reflects differentiated management compared to the higher national average of 0.793. This suggests the institution is actively moderating a practice that may be more common systemically. The presence of a medium-level signal alerts to the potential for data fragmentation, where studies might be divided into minimal units to inflate productivity. However, the university's lower score indicates a greater commitment than its peers to publishing significant, coherent bodies of work, thereby protecting the scientific record and the integrity of the peer-review system.
