| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.496 | 2.433 |
|
Retracted Output
|
-0.249 | -0.292 |
|
Institutional Self-Citation
|
3.082 | 1.041 |
|
Discontinued Journals Output
|
1.985 | 2.522 |
|
Hyperauthored Output
|
-0.931 | -1.024 |
|
Leadership Impact Gap
|
0.399 | 1.400 |
|
Hyperprolific Authors
|
-1.413 | -1.413 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
1.305 | 2.336 |
Osh State University presents a profile of robust internal governance and notable thematic leadership, reflected in a favorable overall integrity score of 0.197. The institution demonstrates significant strengths in maintaining very low-risk levels for Multiple Affiliations, Hyperprolific Authors, and Output in Institutional Journals, indicating a strong foundation of ethical research practices. However, this solid performance is contrasted by a critical alert in the Rate of Institutional Self-Citation, which is significantly high and represents the primary area for strategic intervention. According to SCImago Institutions Rankings data, the university holds a leading national position in key areas such as Earth and Planetary Sciences, Energy, and Environmental Science. While the institution's formal mission was not available for this analysis, the high rate of self-citation poses a potential conflict with the universal academic values of excellence and external validation. This practice risks creating an 'echo chamber' that could undermine the university's demonstrated leadership and its capacity for global impact. To fully capitalize on its strengths, it is recommended that the university develops targeted policies to encourage broader external engagement and citation, ensuring its recognized thematic excellence is matched by globally integrated and validated scientific practices.
The institution exhibits a Z-score of -1.496, which indicates a very low risk, in stark contrast to the country's medium-risk average of 2.433. This demonstrates a clear preventive isolation, where the university does not replicate the risk dynamics observed in its national environment. While multiple affiliations can be a legitimate result of collaboration, the institution's low rate suggests that its governance effectively prevents strategic attempts to inflate institutional credit or engage in “affiliation shopping,” maintaining a clear and transparent record of its collaborative footprint.
With a Z-score of -0.249, the institution's rate of retracted output is low and aligns closely with the national average of -0.292. This reflects a state of statistical normality, where the level of risk is as expected for its context. Retractions are complex events, and this score suggests that the university's post-publication correction processes are functioning appropriately, without signaling any systemic failure in its pre-publication quality control mechanisms. The rate is consistent with a responsible and standard approach to scientific self-correction.
The institution's Z-score of 3.082 represents a significant risk, sharply accentuating the vulnerability already present in the national system (Z-score: 1.041). A certain level of self-citation is natural, reflecting the continuity of established research lines. However, this disproportionately high rate signals a concerning scientific isolation or an 'echo chamber' where the institution validates its own work without sufficient external scrutiny. This value serves as a strong warning about the risk of endogamous impact inflation, suggesting that the institution's academic influence may be oversized by internal dynamics rather than by recognition from the global scientific community, a situation that calls for urgent review.
The institution's Z-score of 1.985 indicates a medium risk, yet it reflects differentiated management compared to the higher national average of 2.522. This suggests the center is actively moderating a risk that appears more common in the country. A high proportion of publications in such journals constitutes a critical alert regarding due diligence in selecting dissemination channels. While the university performs better than its peers, the existing medium risk indicates that a portion of its scientific production is still being channeled through media that may not meet international ethical or quality standards, highlighting a need for enhanced information literacy to avoid reputational harm and wasted resources.
With a Z-score of -0.931, the institution's rate of hyper-authored output is low but slightly higher than the national average of -1.024, signaling an incipient vulnerability. This suggests that while the risk is currently contained, the center shows signals that warrant review before they escalate. In fields outside of 'Big Science,' a rising pattern of extensive author lists can indicate inflation, diluting individual accountability. This minor deviation from the national norm serves as a signal to proactively ensure that authorship practices remain transparent and distinguish necessary massive collaboration from 'honorary' attributions.
The institution shows a Z-score of 0.399, a medium-risk value that nonetheless points to differentiated management, as it is considerably lower than the national average of 1.400. This indicates that the university moderates a risk common in the country. A wide positive gap can signal that scientific prestige is dependent on external partners rather than internal capacity. The institution's more contained gap suggests a healthier balance, where its excellence metrics are more closely tied to research where it exercises intellectual leadership, indicating a more sustainable and structural foundation for its scientific impact compared to its national peers.
The institution's Z-score of -1.413 is identical to the national average, demonstrating perfect integrity synchrony within an environment of maximum scientific security. This total alignment indicates a complete absence of risk signals related to hyperprolific authors. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and point to risks like coercive authorship. The university's score confirms a healthy balance between quantity and quality, with no evidence of practices that prioritize metrics over the integrity of the scientific record.
With a Z-score of -0.268, which is identical to the national average, the institution demonstrates integrity synchrony and total alignment with an environment of maximum scientific security. This very low rate of publication in its own journals shows a strong commitment to independent external peer review and global visibility. By avoiding excessive dependence on in-house channels, the university effectively mitigates the risks of academic endogamy and potential conflicts of interest, ensuring its research is validated through standard competitive processes.
The institution's Z-score of 1.305 signifies a medium risk, but it also reflects differentiated management as it is notably lower than the national average of 2.336. This indicates that the university is more effectively moderating the practice of data fragmentation, or 'salami slicing,' than its national counterparts. While the risk is present, the lower score suggests a stronger institutional focus on producing coherent, significant studies over artificially inflating publication volume. This is a positive sign of prioritizing meaningful new knowledge over sheer productivity metrics.