| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
4.611 | 2.433 |
|
Retracted Output
|
-0.315 | -0.292 |
|
Institutional Self-Citation
|
-0.091 | 1.041 |
|
Discontinued Journals Output
|
2.820 | 2.522 |
|
Hyperauthored Output
|
-1.075 | -1.024 |
|
Leadership Impact Gap
|
1.955 | 1.400 |
|
Hyperprolific Authors
|
-1.413 | -1.413 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
2.907 | 2.336 |
Kyrgyz Turkish Manas University demonstrates a strong overall performance profile with a score of 0.947, reflecting a solid foundation in scientific integrity. The institution exhibits exemplary control in several key areas, notably maintaining very low rates of hyperprolific authorship and publication in institutional journals, indicating a culture that prioritizes quality and external validation. However, this robust core is contrasted by significant risk alerts in three specific areas: the Rate of Multiple Affiliations, the Rate of Output in Discontinued Journals, and the Rate of Redundant Output. These vulnerabilities suggest that while internal governance is strong, certain publication and collaboration strategies may be amplifying national trends toward metric optimization. According to SCImago Institutions Rankings data, the university holds a position of national leadership, ranking first in Kyrgyzstan in key thematic areas such as Agricultural and Biological Sciences, Arts and Humanities, Social Sciences, and Veterinary. This leadership role makes addressing the identified integrity risks paramount. The university's mission to "contribute science to the world" and educate "responsible individuals" is directly challenged by practices that could be perceived as prioritizing quantity over quality or reputation over substance. To safeguard its national prestige and fulfill its mission of producing globally relevant and valuable science, it is recommended that the university focuses its strategic efforts on reinforcing due diligence in publication channels and promoting authorship practices that reflect genuine scientific contribution.
The institution presents a Z-score of 4.611, a value that indicates a significant risk level and is considerably higher than the national average of 2.433. This situation suggests that the university is not merely reflecting a national trend but is actively amplifying a vulnerability present in the system. While multiple affiliations can be a legitimate outcome of researcher mobility or partnerships, such a high rate serves as a critical alert. It may signal strategic attempts to inflate institutional credit through "affiliation shopping," a practice where affiliations are used to maximize visibility and ranking metrics rather than reflecting substantive collaboration. This dynamic requires a review of institutional policies to ensure that affiliations represent genuine and equitable scientific partnerships.
With a Z-score of -0.315, the institution's rate of retracted output is low and statistically normal for its context, closely mirroring the national average of -0.292. This alignment indicates that the university's post-publication correction mechanisms are functioning as expected within the national scientific ecosystem. The data does not suggest any systemic failure in quality control; rather, it reflects the healthy, self-correcting nature of science where unintentional errors are addressed responsibly. This indicator represents a stable and well-managed aspect of the institution's scientific integrity framework.
The institution demonstrates notable resilience with a low Z-score of -0.091, contrasting sharply with the medium-risk national average of 1.041. This suggests that the university's internal control mechanisms are effectively mitigating a systemic risk prevalent in the country. A certain level of self-citation is natural, but the institution's low rate indicates it successfully avoids the "echo chambers" that can arise from excessive self-validation. This commitment to external scrutiny ensures that the institution's academic influence is validated by the global community rather than being inflated by endogamous or internal dynamics, reinforcing the credibility of its research.
The university's Z-score of 2.820 for this indicator is a significant risk signal, accentuating the medium-risk trend observed at the national level (2.522). This high value constitutes a critical alert regarding the due diligence applied in selecting dissemination channels. It indicates that a significant portion of the university's scientific production is being channeled through media that fail to meet international ethical or quality standards. This practice exposes the institution to severe reputational risks and suggests an urgent need to enhance information literacy among researchers to prevent the waste of valuable resources on "predatory" or low-quality publication outlets.
The institution maintains a prudent profile with a Z-score of -1.075, which is low and slightly more rigorous than the national standard of -1.024. This result suggests that the university manages its authorship practices with a high degree of transparency and accountability. The data indicates a healthy distinction between necessary, large-scale collaboration and the potential inflation of author lists through "honorary" or political practices. This responsible approach reinforces individual accountability and contributes to the overall integrity of the institution's research record.
With a Z-score of 1.955, the institution shows a medium level of risk, demonstrating higher exposure to this issue than the national average of 1.400. This wider gap suggests that the university's scientific prestige may be more dependent on external partners than is typical for its environment. A high value in this indicator signals a potential sustainability risk, where global impact is disproportionately driven by collaborations in which the institution does not exercise intellectual leadership. This invites a strategic reflection on whether the university's excellence metrics are the result of genuine internal capacity or a strategic positioning that relies on the leadership of others.
The institution's Z-score of -1.413 is identical to the national average, reflecting a state of integrity synchrony in an environment of maximum scientific security. The complete absence of risk signals in this area is a significant strength. It indicates a culture that prioritizes the quality and depth of scientific contributions over sheer volume, effectively avoiding the risks associated with hyperprolificacy, such as coercive authorship or the assignment of credit without real participation. This balance between quantity and quality is fundamental to maintaining the integrity of the scientific record.
The university shows total alignment with a secure national environment, with its Z-score of -0.268 matching the country's very low-risk average. This demonstrates a strong commitment to external validation and global visibility. By avoiding excessive dependence on its own journals, the institution mitigates potential conflicts of interest and the risk of academic endogamy. This practice ensures that its scientific production undergoes independent, external peer review, thereby bypassing the temptation to use internal channels as "fast tracks" and instead competing on the global stage for scientific validation.
The institution's Z-score of 2.907 is a significant red flag, indicating that it is amplifying a vulnerability already present in the national system (country Z-score: 2.336). A high value in this indicator alerts to the potential practice of "salami slicing," where a single coherent study is fragmented into minimal publishable units to artificially inflate productivity metrics. This practice not only overburdens the peer-review system but, more critically, distorts the available scientific evidence by prioritizing publication volume over the generation of significant new knowledge. An urgent review of authorship and publication guidelines is recommended to address this issue.
