| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
10.665 | 0.543 |
|
Retracted Output
|
-0.287 | 0.570 |
|
Institutional Self-Citation
|
6.648 | 7.586 |
|
Discontinued Journals Output
|
1.544 | 3.215 |
|
Hyperauthored Output
|
-1.287 | -1.173 |
|
Leadership Impact Gap
|
-1.343 | -0.598 |
|
Hyperprolific Authors
|
-0.394 | -0.673 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
9.382 | 5.115 |
Samarqand Qishloq xo`Jalik Instituti presents a profile of notable contrasts, with an overall risk score of 1.893 that reflects both areas of exemplary scientific practice and significant vulnerabilities requiring immediate strategic attention. The institution demonstrates robust integrity in key areas such as its low rates of hyper-authored output, its minimal reliance on institutional journals, and a healthy balance in the impact of its led research, indicating strong internal capacity. However, these strengths are counterbalanced by critical alerts in the rates of multiple affiliations, institutional self-citation, and redundant output, which suggest systemic pressures to inflate productivity and impact metrics. According to SCImago Institutions Rankings data, the institution has established a research presence in thematic areas including Earth and Planetary Sciences, Energy, Environmental Science, Mathematics, and Physics and Astronomy. While a localized mission statement was not available for this analysis, the identified high-risk behaviors directly challenge the universal academic principles of excellence and social responsibility. These practices threaten to undermine the credibility of the institution's strong thematic areas. The path forward involves leveraging its clear operational strengths as a foundation to develop targeted governance and training policies, thereby mitigating the identified risks and ensuring its research practices fully align with global standards of scientific integrity.
The institution exhibits a Z-score of 10.665, a figure that stands in stark contrast to the national average of 0.543. This result indicates that the institution is not merely participating in a national trend but is significantly amplifying it. While multiple affiliations can be a legitimate outcome of collaboration, this exceptionally high rate signals a potential systemic strategy to maximize institutional credit through "affiliation shopping." The severity of this score suggests that the institution is a focal point for this behavior, amplifying a vulnerability already present in the national system and raising critical questions about the transparency and motivation behind its affiliation practices.
With a Z-score of -0.287, the institution demonstrates a low rate of retracted publications, performing favorably against the national average of 0.570, which indicates a medium risk. This suggests a notable degree of institutional resilience, where internal control mechanisms appear to be successfully mitigating the systemic risks observed elsewhere in the country. A low rate of retractions is a positive sign of responsible supervision and effective pre-publication quality control. It indicates that the institution's processes are robust enough to prevent the kinds of unintentional errors or recurring malpractice that can lead to a higher national retraction rate, reflecting a healthy culture of integrity.
The institution's Z-score for self-citation is 6.648, placing it in a high-risk category that is consistent with the national average of 7.586. Although both the institution and the country are operating in a critical risk zone, the institution's rate is slightly more controlled than the national trend. This represents an attenuated alert; the institution is an outlier by global standards but shows slightly better management of this issue than its national peers. Nonetheless, such a high rate warns of significant scientific isolation and the creation of 'echo chambers,' where work is validated internally without sufficient external scrutiny. This dynamic risks an endogamous inflation of impact, where academic influence is oversized by internal citation patterns rather than by genuine recognition from the global scientific community.
The institution records a Z-score of 1.544, indicating a medium risk, which demonstrates relative containment when compared to the country's significant risk level, marked by a Z-score of 3.215. While the institution is not entirely immune to the issue, it appears to operate with more order and diligence than the national average. A medium-risk score still suggests that a portion of its scientific output is being channeled through media that may not meet international quality standards. This finding calls for a review of information literacy and due diligence processes for selecting dissemination channels to avoid reputational damage and the misallocation of research efforts into low-quality or 'predatory' venues.
With a Z-score of -1.287, the institution demonstrates a complete absence of risk signals related to hyper-authorship, performing even better than the already low-risk national average of -1.173. This result signifies total operational silence in this area. It indicates that the institution's authorship practices are exceptionally well-aligned with international standards of transparency and accountability. This strong performance suggests a culture that effectively distinguishes between necessary, large-scale collaboration and questionable practices like 'honorary' authorships, ensuring that credit is assigned appropriately and individual contributions remain clear.
The institution's Z-score of -1.343 signifies a very low risk and a position of scientific strength, outperforming the country's low-risk average of -0.598. This low-profile consistency, where the absence of risk signals is even more pronounced than the national standard, is a positive indicator of research autonomy. A negative gap suggests that the institution's scientific prestige is not dependent on external partners but is driven by its own structural capacity and intellectual leadership. This reflects a sustainable and mature research ecosystem where excellence is generated internally, a key marker of long-term scientific viability.
The institution's Z-score of -0.394 places it in the low-risk category, similar to the national average of -0.673. However, the institution's score is slightly higher than the country's, pointing to an incipient vulnerability. While the overall risk is low, this subtle deviation suggests the presence of signals that warrant review before they escalate. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution. This minor alert serves as a proactive call to examine institutional productivity expectations and ensure they do not inadvertently encourage imbalances between quantity and quality or foster practices that could compromise the integrity of the scientific record.
The institution shows a Z-score of -0.268, which is identical to the national average. This perfect alignment in a very low-risk environment demonstrates integrity synchrony. The data indicates a complete absence of reliance on in-house journals for disseminating research, a practice that aligns with the highest standards of scientific security. By avoiding potential conflicts of interest and academic endogamy, the institution ensures its scientific production undergoes independent external peer review. This commitment to external validation enhances the global visibility and credibility of its research, preventing the use of internal channels as 'fast tracks' to inflate publication counts.
With a Z-score of 9.382, the institution presents a global red flag for redundant output, a figure that is drastically higher than the already compromised national average of 5.115. This score indicates that the institution is a leader in this high-risk practice within a country where the issue is already systemic. Such an extreme value is a critical alert for 'salami slicing,' the practice of fragmenting a single study into multiple minimal publications to artificially inflate productivity metrics. This behavior severely distorts the available scientific evidence, overburdens the peer-review system, and signals an urgent need for institutional intervention to shift the research culture from prioritizing volume to valuing the generation of significant, coherent knowledge.
