Karaganda State Technical University

Region/Country

Asiatic Region
Kazakhstan
Universities and research institutions

Overall

0.187

Integrity Risk

medium

Indicators relating to the period 2020-2024

Indicator University Z-score Average country Z-score
Multi-affiliation
-1.303 -0.015
Retracted Output
-0.127 0.548
Institutional Self-Citation
6.251 1.618
Discontinued Journals Output
1.336 2.749
Hyperauthored Output
-1.226 -0.649
Leadership Impact Gap
-1.742 0.199
Hyperprolific Authors
-1.413 -0.980
Institutional Journal Output
-0.268 -0.268
Redundant Output
1.837 0.793
0 represents the global average
AI-generated summary report

EXECUTIVE SUMMARY AND STRATEGIC VISION

Karaganda State Technical University demonstrates a commendable overall scientific integrity profile, with a low aggregate risk score of 0.187. The institution exhibits significant strengths in maintaining operational standards that are often superior to the national average, particularly in areas such as the Rate of Retracted Output, Gap in Impact Leadership, and Rate of Output in Discontinued Journals, where it effectively mitigates broader systemic risks. Core integrity is further evidenced by the complete absence of risk signals related to hyperprolific authorship, multiple affiliations, or hyper-authorship. However, this strong foundation is contrasted by two critical vulnerabilities: a significant-risk level in Institutional Self-Citation and a medium-risk, high-exposure level in Redundant Output (Salami Slicing). These indicators suggest a tendency towards internal validation and a focus on publication volume over novel contribution, which could undermine the institution's mission to prepare "highly qualified competitive specialists." While the university achieves notable national rankings in key thematic areas like Social Sciences, Engineering, and Earth and Planetary Sciences, the identified risks of academic endogamy and data fragmentation directly challenge the principles of external validation and robust innovation required for "industrial-innovative development." To fully align its practices with its mission, it is recommended that the University leverage its clear governance strengths to implement targeted policies that encourage broader external collaboration and reward substantive, high-impact research over sheer productivity.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution presents a Z-score of -1.303, a value indicating very low risk, which is consistent with the low-risk national average of -0.015. This alignment demonstrates that the University's affiliation practices are in sync with the national standard, showing no signs of unusual activity. The absence of risk signals suggests that affiliations are managed transparently and reflect legitimate collaborations, such as researcher mobility or partnerships, rather than strategic attempts to artificially inflate institutional credit through "affiliation shopping."

Rate of Retracted Output

With a Z-score of -0.127, the institution maintains a low-risk profile in an environment where the national average is at a medium-risk level (0.548). This disparity highlights the University's institutional resilience, suggesting that its internal quality control and supervision mechanisms are effectively mitigating systemic vulnerabilities present elsewhere in the country. While retractions can sometimes signify responsible error correction, the institution's low rate indicates that its pre-publication review processes are robust, preventing the kind of recurring malpractice or lack of methodological rigor that might be affecting its national peers.

Rate of Institutional Self-Citation

The institution's Z-score for this indicator is 6.251, a significant-risk value that starkly contrasts with the national medium-risk average of 1.618. This finding points to a serious accentuation of a vulnerability already present in the national system. A certain level of self-citation is natural, reflecting ongoing research lines. However, this disproportionately high rate signals a critical risk of the institution operating within a scientific 'echo chamber,' where its work is validated internally without sufficient external scrutiny. This practice may lead to an endogamous inflation of impact, suggesting the institution's academic influence is potentially oversized by internal dynamics rather than by recognition from the global scientific community, a trend that requires urgent review.

Rate of Output in Discontinued Journals

The University shows a medium-risk Z-score of 1.336, which, while indicating a need for attention, demonstrates relative containment when compared to the country's critical Z-score of 2.749. This suggests that although some publications are channeled through questionable venues, the institution operates with more order and diligence than the national average. Nonetheless, a medium-risk score is a critical alert regarding the selection of dissemination channels. It indicates that a portion of its scientific output is being placed in journals that fail to meet international ethical or quality standards, exposing the institution to reputational damage and signaling an urgent need to enhance information literacy to avoid predatory practices.

Rate of Hyper-Authored Output

With a Z-score of -1.226, the institution exhibits a very low-risk profile that aligns well with the country's low-risk average of -0.649. This low-profile consistency indicates that the University's authorship patterns are conventional and appropriate for its disciplinary focus. The data shows no evidence of author list inflation or the dilution of individual accountability through 'honorary' or political authorship, confirming that its collaborative practices are transparent and legitimate.

Gap between Impact of total output and the impact of output with leadership

The institution's Z-score of -1.742 signifies a very low risk, marking a clear and positive preventive isolation from the national trend, which sits at a medium-risk level of 0.199. A wide positive gap can signal a dependency on external partners for impact, but this institution shows the opposite. The negative score indicates that the research led directly by its own authors has a higher impact than its overall collaborative output. This is a sign of strong structural capacity and intellectual leadership, suggesting that the University's scientific prestige is generated internally and is not dependent on external collaborators, thus avoiding the sustainability risks observed elsewhere in the country.

Rate of Hyperprolific Authors

The institution's Z-score of -1.413 is firmly in the very low-risk category, performing even better than the already low-risk national average of -0.980. This result signifies a state of total operational silence on this indicator. The complete absence of signals related to extreme individual publication volumes, even below the national baseline, points to a healthy institutional culture that effectively balances productivity with quality. It suggests there are no underlying risks of coercive authorship, data fragmentation, or other dynamics that prioritize metrics over the integrity of the scientific record.

Rate of Output in Institutional Journals

With a Z-score of -0.268, identical to the national average, the institution demonstrates perfect integrity synchrony within a very low-risk environment. This total alignment indicates that the University does not excessively depend on its own journals for dissemination. This practice avoids potential conflicts of interest and the risk of academic endogamy, where production might bypass rigorous, independent peer review. The data confirms that the institution relies on external validation channels, ensuring its research competes on a global stage rather than using internal journals as 'fast tracks' to inflate publication counts.

Rate of Redundant Output (Salami Slicing)

The institution presents a Z-score of 1.837, a medium-risk value that indicates high exposure when compared to the national medium-risk average of 0.793. This suggests the University is more prone to this practice than its peers. While citing previous work is normal, this elevated score alerts to the potential fragmentation of coherent studies into 'minimal publishable units' to artificially inflate productivity metrics. This practice not only distorts the available scientific evidence but also overburdens the peer-review system, signaling a cultural tendency that may prioritize publication volume over the generation of significant new knowledge.

This report was automatically generated using Google Gemini to provide a brief analysis of the university scores.
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