| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.400 | -0.015 |
|
Retracted Output
|
-0.071 | 0.548 |
|
Institutional Self-Citation
|
1.824 | 1.618 |
|
Discontinued Journals Output
|
4.057 | 2.749 |
|
Hyperauthored Output
|
-0.707 | -0.649 |
|
Leadership Impact Gap
|
2.392 | 0.199 |
|
Hyperprolific Authors
|
-1.413 | -0.980 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
-1.186 | 0.793 |
Almaty Technological University presents a profile of notable strengths in research integrity alongside specific, critical vulnerabilities that require strategic attention. With an overall score of 0.698, the institution demonstrates a solid foundation, particularly in maintaining low rates of hyperprolific authorship, redundant output, and publication in its own journals, indicating a healthy focus on quality and external validation. These strengths are a testament to robust internal governance. However, this positive performance is contrasted by significant risk in the selection of publication venues and a medium-risk dependency on external collaboration for impact. The university's recognized leadership, as per SCImago Institutions Rankings data, in areas such as Environmental Science (Top 9 in Kazakhstan), Agricultural and Biological Sciences (Top 10), and Business, Management and Accounting (Top 13), provides a strong platform for growth. To fully align with the universal academic mission of fostering excellence and social responsibility, it is imperative to address the identified risks, as practices like publishing in discontinued journals directly undermine the credibility and long-term impact of its valuable research. By leveraging its clear areas of integrity to reform its publication strategy, the university can secure its reputation and ensure its scientific contributions achieve sustainable, global recognition.
The institution demonstrates a prudent approach to academic collaboration, with a Z-score of -0.400, which is notably lower than the national average of -0.015. This suggests that the university's processes are managed with greater rigor than the national standard, effectively controlling for affiliation-related risks. While multiple affiliations are often a legitimate result of researcher mobility and partnerships, this controlled, low rate indicates that the institution is not exposed to risks associated with strategic attempts to inflate institutional credit or “affiliation shopping,” reflecting a clear and transparent policy on academic attribution.
With a Z-score of -0.071, the institution shows a very low incidence of retracted publications, contrasting sharply with the medium-risk national average of 0.548. This disparity highlights a significant institutional resilience, where internal control mechanisms appear to successfully mitigate the systemic risks observed elsewhere in the country. Retractions can be complex, but such a low rate strongly suggests that the university's quality control and supervision mechanisms prior to publication are robust and effective, preventing the types of recurring malpractice or lack of methodological rigor that can damage an institution's integrity culture.
The university's rate of institutional self-citation presents a medium-risk signal (Z-score: 1.824), positioning it slightly above the national average (Z-score: 1.618). This indicates a higher exposure to this particular risk factor compared to its national peers. While a certain level of self-citation is natural, this elevated rate warrants attention as it can signal concerning scientific isolation or 'echo chambers' where work is validated internally without sufficient external scrutiny. This trend poses a risk of endogamous impact inflation, suggesting that the institution's academic influence may be disproportionately shaped by internal dynamics rather than broader recognition from the global scientific community.
This indicator represents a critical and urgent alert for the institution. Its Z-score of 4.057 is not only in the significant risk category but also substantially higher than the already compromised national average of 2.749. This finding acts as a global red flag, indicating that the university leads this problematic metric within a high-risk national context. A high proportion of publications in discontinued journals constitutes a severe lapse in due diligence when selecting dissemination channels. It suggests that a significant portion of the university's scientific output is channeled through media failing to meet international ethical or quality standards, exposing the institution to severe reputational damage and indicating an urgent need for information literacy training to prevent the waste of resources on 'predatory' or low-quality practices.
The institution maintains a prudent profile regarding authorship, with a Z-score of -0.707, which is slightly below the national average of -0.649. This indicates that the university manages its authorship practices with more rigor than the national standard. This controlled approach is a positive sign, suggesting that the institution effectively distinguishes between necessary large-scale collaboration and practices like 'honorary' or political authorship. By maintaining low rates of hyper-authorship, the university reinforces individual accountability and transparency in its research contributions.
The institution shows a high exposure to dependency risk, with a Z-score of 2.392, far exceeding the national medium-risk average of 0.199. This wide positive gap—where overall impact is significantly higher than the impact of research led by the institution—signals a potential risk to sustainability. It suggests that the university's scientific prestige may be largely dependent and exogenous, rather than built on its own structural capacity. This finding invites a strategic reflection on whether its excellence metrics result from genuine internal capabilities or from strategic positioning in collaborations where the institution does not exercise primary intellectual leadership.
In the area of author productivity, the institution demonstrates exceptional integrity. Its Z-score of -1.413 signifies a near-total operational silence, falling even below the country's very low-risk average of -0.980. This absence of risk signals is a clear strength, indicating a healthy academic environment that prioritizes quality over sheer quantity. It suggests the university is effectively avoiding the potential for imbalances that lead to coercive authorship, data fragmentation, or the assignment of authorship without meaningful intellectual contribution, thereby safeguarding the integrity of its scientific record.
The university's practices regarding in-house publications are perfectly aligned with the national environment, showing a Z-score of -0.268, identical to the country average. This reflects an integrity synchrony, positioning the institution within a context of maximum scientific security on this metric. By avoiding excessive dependence on its own journals, the university mitigates potential conflicts of interest and the risk of academic endogamy. This commitment to external, independent peer review enhances the global visibility and competitive validation of its research output.
The institution exhibits a strong preventive isolation from national trends in publication redundancy. With a very low-risk Z-score of -1.186, it stands in stark contrast to the medium-risk national average of 0.793. This indicates that the university does not replicate the risk dynamics observed in its environment. This low rate of bibliographic overlap between publications is a positive indicator that the institution discourages the practice of 'salami slicing'—dividing a single study into minimal publishable units. This focus on substance over volume demonstrates a commitment to producing significant new knowledge and respecting the scientific review system.
