| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.046 | -0.015 |
|
Retracted Output
|
1.939 | 0.548 |
|
Institutional Self-Citation
|
1.845 | 1.618 |
|
Discontinued Journals Output
|
12.026 | 2.749 |
|
Hyperauthored Output
|
-0.907 | -0.649 |
|
Leadership Impact Gap
|
-0.134 | 0.199 |
|
Hyperprolific Authors
|
-1.413 | -0.980 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
0.838 | 0.793 |
Kazakh National Pedagogical University presents a complex integrity profile, with an overall risk score of 2.796 reflecting a mix of exceptional strengths and critical vulnerabilities. The institution demonstrates robust governance in areas of authorship and collaboration, showing very low risk in multiple affiliations, hyperprolific authors, and output in institutional journals, often performing better than the national average. However, these strengths are severely counterbalanced by significant risks in its publication strategy, most notably an extremely high rate of output in discontinued journals and a concerning rate of retracted publications. These weaknesses directly threaten the University's mission to popularize Kazakhstan's cultural and historical heritage, as the credibility of its scholarly work is compromised by questionable publication channels and quality control failures. While the institution shows strong national leadership in thematic areas such as Business, Management and Accounting (4th), Earth and Planetary Sciences (4th), Psychology (4th), and Mathematics (5th) according to SCImago Institutions Rankings data, this academic excellence is at risk of being overshadowed by integrity issues. To secure its reputation and fulfill its cultural mission, it is imperative that the University leverages its strong internal controls on authorship to implement an urgent and rigorous reform of its publication quality assurance and dissemination policies.
The institution demonstrates an exemplary profile in this area, with a Z-score of -1.046, which is significantly lower than the national average of -0.015. This result indicates a very low-risk environment where institutional practices are even more conservative than the already low-risk national standard. This absence of risk signals suggests that the University's affiliations are managed with high integrity, avoiding strategic attempts to inflate institutional credit or engage in “affiliation shopping,” thereby ensuring that collaborative credit is a legitimate reflection of genuine partnership.
The institution presents a Z-score of 1.939, a figure that indicates a significant risk level, particularly when compared to the national medium-risk average of 0.548. This disparity suggests that the University is not merely reflecting a national trend but is amplifying a vulnerability present in the country's research system. While some retractions can result from honest error correction, a rate this far above the norm points to a potential systemic failure in pre-publication quality control mechanisms. This high Z-score serves as a critical alert that recurring malpractice or a lack of methodological rigor may be present, compromising the institution's integrity culture and requiring immediate qualitative verification by management to safeguard its scientific reputation.
With a Z-score of 1.845, the institution's rate of self-citation is at a medium risk level, slightly exceeding the national average of 1.618. This indicates that the University is more exposed than its national peers to practices that could suggest scientific isolation. While a certain level of self-citation is natural, this elevated rate warns of a potential 'echo chamber' where the institution's work may not be receiving sufficient external scrutiny. This dynamic creates a risk of endogamous impact inflation, where academic influence might be oversized by internal validation rather than recognition from the global scientific community.
With an exceptionally high Z-score of 12.026, the institution's rate of publication in discontinued journals is a critical outlier, far exceeding the already significant national average of 2.749. This positions the University as a leader in this high-risk metric within a national context that is already highly compromised, constituting a global red flag for its publication strategy. This indicator is a critical alert regarding the due diligence applied in selecting dissemination channels. The score indicates that a substantial portion of the University's scientific output is being channeled through media that fail to meet international ethical or quality standards, exposing the institution to severe reputational risks and signaling an urgent need for information literacy to avoid wasting resources on 'predatory' or low-quality practices.
The institution maintains a prudent profile regarding authorship, with a Z-score of -0.907, which is below the national average of -0.649. This indicates that the University manages its authorship processes with more rigor than the national standard. The data suggests that, outside of disciplines where massive collaboration is the norm, the institution effectively avoids author list inflation. This responsible approach helps maintain individual accountability and transparency, steering clear of 'honorary' or political authorship practices.
The institution demonstrates notable resilience in its research leadership, with a Z-score of -0.134, contrasting sharply with the national medium-risk average of 0.199. This suggests that while there may be a systemic risk of impact dependency at the national level, the University's control mechanisms effectively mitigate this. The low-risk score indicates that the institution's scientific prestige is structurally sound and not overly dependent on external partners. This reflects a strong internal capacity for intellectual leadership, where excellence metrics are driven by the institution's own research direction rather than just its strategic positioning in collaborations.
In this indicator, the institution shows a complete absence of risk signals, with a Z-score of -1.413, which is even lower than the very low-risk national average of -0.980. This total operational silence suggests an exceptionally healthy balance between productivity and quality. The data confirms that the University is free from the risks associated with extreme individual publication volumes, such as coercive authorship or the assignment of authorship without real participation, thereby upholding the integrity of its scientific record by prioritizing meaningful contribution over sheer metrics.
The institution's practices are in perfect alignment with a secure national environment, as its Z-score of -0.268 is identical to the country's average. This integrity synchrony indicates a very low risk of academic endogamy. The University appears to use its in-house journals appropriately for purposes like training and local dissemination, without an excessive dependence that could create conflicts of interest or allow production to bypass independent external peer review. This balanced approach ensures its research seeks competitive validation and global visibility.
The institution's Z-score of 0.838 for redundant output is at a medium risk level and is statistically equivalent to the national average of 0.793. This alignment suggests the University's behavior reflects a systemic pattern likely shared across the country. The indicator alerts to the potential practice of 'salami slicing,' where a single study is fragmented into minimal publishable units to artificially inflate productivity metrics. While not an outlier, the institution is part of a national trend that risks distorting scientific evidence and prioritizing publication volume over the generation of significant new knowledge.