| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.020 | -0.015 |
|
Retracted Output
|
0.427 | 0.548 |
|
Institutional Self-Citation
|
4.608 | 1.618 |
|
Discontinued Journals Output
|
4.159 | 2.749 |
|
Hyperauthored Output
|
-0.832 | -0.649 |
|
Leadership Impact Gap
|
1.452 | 0.199 |
|
Hyperprolific Authors
|
-1.413 | -0.980 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
4.002 | 0.793 |
Karaganda Buketov University presents a complex integrity profile, with an overall risk score of 1.151 that reflects a combination of exemplary practices and significant vulnerabilities. The institution demonstrates notable strengths in maintaining low rates of hyperprolific authorship, multiple affiliations, and publication in its own journals, indicating robust internal controls in these areas. However, these positive aspects are overshadowed by critical alerts in three key indicators: Institutional Self-Citation, Output in Discontinued Journals, and Redundant Output. These high-risk signals suggest a systemic focus on publication volume that may compromise research quality and integrity. According to SCImago Institutions Rankings data, the university holds strong national positions in several thematic areas, particularly in Arts and Humanities (ranked 5th in Kazakhstan), Economics, Econometrics and Finance (5th), and Business, Management and Accounting (6th). Nevertheless, the identified integrity risks directly challenge the university's mission to "maintain regional leadership" through "up-to-date quality standards." Practices such as academic endogamy, reliance on low-quality journals, and data fragmentation threaten to undermine the institution's reputation and the value of its research, contradicting its commitment to training "competitive specialists" with "fundamental knowledge." A strategic intervention focused on reinforcing publication ethics and promoting quality over quantity is essential to align operational practices with the university's ambitious vision.
The university demonstrates an exceptionally low risk in this area, with a Z-score of -1.020, which is well below the already low national average of -0.015. This result indicates a high degree of transparency and consistency in how institutional affiliations are declared. The absence of risk signals in this indicator, in alignment with the national standard, suggests that the university is not engaged in practices like "affiliation shopping" or strategic credit inflation. This reflects a clear and unambiguous institutional identity in its scientific output, reinforcing the integrity of its collaborative framework.
With a Z-score of 0.427, the university's rate of retractions is situated at a medium risk level, mirroring the national context (Z-score 0.548). However, the institution's score is notably lower than the country's average, suggesting a more effective management of this particular risk. While retractions can sometimes signify responsible supervision and the correction of honest errors, a medium-level alert warrants attention. The university's ability to keep this rate below the national trend indicates that its quality control mechanisms may be more adept at mitigating the systemic issues that often lead to publication withdrawals, though continuous monitoring is advised to prevent escalation.
A significant alert is raised by the university's Z-score of 4.608 for institutional self-citation, a figure that dramatically amplifies the medium-level vulnerability observed at the national level (Z-score 1.618). This disproportionately high rate signals a critical risk of scientific isolation and the formation of an 'echo chamber,' where the institution's work may be validated internally without sufficient external scrutiny. Such a high value warns of potential endogamous impact inflation, suggesting that the university's perceived academic influence could be oversized by internal dynamics rather than by genuine recognition from the global scientific community, a practice that requires urgent strategic review.
The university's Z-score of 4.159 for output in discontinued journals constitutes a global red flag, positioning it as a leader in this high-risk practice within a country already facing a significant challenge (national Z-score 2.749). This extremely high score is a critical alert regarding the institution's due diligence in selecting dissemination channels. It indicates that a substantial portion of its scientific production is being channeled through media that fail to meet international ethical or quality standards. This practice exposes the university to severe reputational risks and suggests an urgent need for enhanced information literacy and policy implementation to prevent the waste of resources on 'predatory' or low-integrity publications.
The university maintains a prudent profile regarding hyper-authorship, with a Z-score of -0.832, which is even more rigorous than the low-risk national standard (Z-score -0.649). This demonstrates effective management of authorship practices. The institution's low score indicates it successfully avoids the risks of author list inflation and 'honorary' or political authorship. This commitment to appropriate credit attribution ensures that individual accountability and transparency are preserved, reinforcing the integrity of its collaborative research.
The university shows high exposure in its dependency on external collaborations for impact, with a Z-score of 1.452, significantly higher than the national average of 0.199, although both are within the medium-risk category. This wide positive gap—where overall impact is much higher than the impact of research led by the institution—signals a potential sustainability risk. It suggests that the university's scientific prestige may be largely dependent and exogenous, rather than built upon its own structural capacity. This finding invites a critical reflection on whether its excellence metrics are the result of genuine internal capabilities or a strategic positioning in collaborations where it does not exercise primary intellectual leadership.
In the area of hyperprolific authorship, the university's performance is exemplary, showing a total operational silence with a Z-score of -1.413. This value is significantly lower than the already very low national average (Z-score -0.980), indicating a complete absence of risk signals. This demonstrates a healthy institutional culture that prioritizes quality over excessive quantity. The data confirms the university is effectively preventing dynamics such as coercive authorship or credit assignment without meaningful participation, thereby safeguarding the integrity of its scientific record and promoting a sustainable research environment.
The university exhibits perfect integrity synchrony with the national standard regarding publications in its own journals, with both Z-scores at -0.268. This total alignment in a very low-risk environment indicates that the institution is not overly reliant on its in-house journals for dissemination. By avoiding this potential conflict of interest, the university ensures its scientific production does not bypass independent external peer review. This practice enhances the global visibility and competitive validation of its research, steering clear of academic endogamy and the use of internal channels as 'fast tracks' to inflate publication counts.
A critical anomaly is detected in the rate of redundant output, where the university's Z-score of 4.002 reaches a significant risk level, starkly amplifying the medium-level vulnerability present in the national system (Z-score 0.793). This extremely high value is a strong warning against the practice of 'salami slicing,' where a single coherent study is fragmented into multiple minimal publishable units to artificially inflate productivity metrics. This behavior not only distorts the available scientific evidence but also overburdens the peer-review system, prioritizing publication volume over the generation of significant new knowledge. This issue requires immediate and decisive intervention.
