| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.791 | -0.015 |
|
Retracted Output
|
1.441 | 0.548 |
|
Institutional Self-Citation
|
2.633 | 1.618 |
|
Discontinued Journals Output
|
0.801 | 2.749 |
|
Hyperauthored Output
|
-1.109 | -0.649 |
|
Leadership Impact Gap
|
-3.822 | 0.199 |
|
Hyperprolific Authors
|
-1.413 | -0.980 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
0.530 | 0.793 |
Astana IT University presents a profile of focused strengths and critical vulnerabilities, reflected in its overall integrity score of 0.415. The institution demonstrates exceptional performance in areas foundational to scientific leadership, showing a very low dependency on external collaborators for impact, a complete absence of hyperprolific authorship, and no reliance on institutional journals. These strengths are, however, offset by significant risks in the Rate of Retracted Output and Institutional Self-Citation, which are alarmingly high. The university's thematic excellence, confirmed by its top national rankings in Computer Science, Engineering, and Mathematics according to SCImago Institutions Rankings data, directly aligns with its mission to train personnel and commercialize research for Kazakhstan's ICT sector. Yet, the identified integrity risks pose a direct threat to this mission; a high rate of retractions and self-citation undermines the credibility and external validation essential for sustainable commercialization and leadership. To secure its role as a genuine driver of national development, the university must urgently address these vulnerabilities, ensuring its operational integrity matches its clear thematic and strategic potential.
The institution's Z-score of 0.791 for this indicator shows a moderate deviation from the national average of -0.015. This suggests that the university exhibits a greater sensitivity to risk factors associated with multiple affiliations than its national peers. While such affiliations are often a legitimate outcome of collaboration, the higher rate at Astana IT University warrants a review to ensure these are not strategic attempts to inflate institutional credit or instances of “affiliation shopping.” Verifying the substance behind these affiliations is key to maintaining transparency and accurate representation of institutional contributions.
With a Z-score of 1.441, the university shows a significant risk level that sharply accentuates the vulnerabilities already present in the national system, where the average score is a moderate 0.548. This severe discrepancy suggests that the institution's quality control mechanisms prior to publication may be failing systemically. A rate of retractions this far above the norm is a critical alert to a potential weakness in the institution's integrity culture, indicating possible recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management to protect its scientific reputation.
The institution's Z-score of 2.633 is at a significant risk level, amplifying a vulnerability that is already present at a medium level across the country (Z-score: 1.618). This disproportionately high rate signals a concerning trend towards scientific isolation, creating an 'echo chamber' where the institution validates its own work without sufficient external scrutiny. This practice carries a high risk of endogamous impact inflation, suggesting that the institution's academic influence may be artificially oversized by internal dynamics rather than by recognition from the global scientific community, which could undermine its long-term credibility.
The university demonstrates relative containment of a major national risk, with a medium-risk Z-score of 0.801 compared to the country's significant-risk score of 2.749. Although some risk signals are present, this indicates that the institution operates with more order and diligence than the national average in selecting publication venues. This is a positive sign of effective governance, showing that the university is better at avoiding channels that fail to meet international ethical or quality standards, thereby mitigating severe reputational risks associated with 'predatory' practices more prevalent in its environment.
The institution exhibits a prudent profile with a Z-score of -1.109, which is well within the low-risk category and notably more rigorous than the national standard of -0.649. This result indicates that the university manages its authorship processes with commendable rigor. The absence of signals related to author list inflation suggests a healthy culture of transparency and individual accountability, effectively distinguishing between necessary collaboration and questionable 'honorary' authorship practices.
With a Z-score of -3.822, the institution demonstrates a state of preventive isolation from a risk that is moderately present at the national level (Z-score: 0.199). This exceptionally low score is a significant strength, indicating that the university does not replicate the risk dynamics of research dependency observed elsewhere in the country. It suggests that the institution's scientific prestige is structural and endogenous, stemming from real internal capacity and intellectual leadership, rather than being strategically positioned in collaborations where it does not lead.
The institution's Z-score of -1.413 signifies total operational silence on this indicator, placing it in an even more secure position than the already very low-risk national average of -0.980. The complete absence of risk signals, even below the national baseline, is an excellent indicator of a research environment that prioritizes quality and meaningful intellectual contribution over sheer volume. This suggests a culture that actively discourages practices like coercive authorship or other dynamics that prioritize metrics over the integrity of the scientific record.
The university's Z-score of -0.268 is identical to the national average, reflecting perfect integrity synchrony within an environment of maximum scientific security. This alignment demonstrates a clear commitment to independent external peer review and global visibility. By avoiding reliance on in-house journals, the institution effectively mitigates risks of academic endogamy and conflicts of interest, ensuring its scientific production is validated through standard competitive channels rather than internal 'fast tracks'.
The institution shows evidence of differentiated management regarding this risk, with a Z-score of 0.530 that is notably lower than the national average of 0.793, though both fall within the medium-risk category. This suggests the university is more effectively moderating the practice of data fragmentation, a risk that appears more common in the country. While some signals of 'salami slicing' exist, the institution demonstrates better control than its peers, indicating a stronger stance against artificially inflating productivity by dividing studies into minimal publishable units.
