| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.229 | 0.543 |
|
Retracted Output
|
-0.869 | 0.570 |
|
Institutional Self-Citation
|
7.565 | 7.586 |
|
Discontinued Journals Output
|
2.983 | 3.215 |
|
Hyperauthored Output
|
-1.401 | -1.173 |
|
Leadership Impact Gap
|
1.012 | -0.598 |
|
Hyperprolific Authors
|
-1.413 | -0.673 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
1.022 | 5.115 |
Bukhara Engineering and Technology Institute presents a dual profile, with an overall integrity score of 0.455 that reflects both significant strengths and critical vulnerabilities. The institution demonstrates exceptional control over authorship and affiliation practices, with very low risk signals in areas such as Multiple Affiliations, Retracted Output, Hyper-Authored Output, and Hyperprolific Authors. These results suggest robust internal governance and a strong ethical foundation. However, this is contrasted by significant risks in Institutional Self-Citation and publication in Discontinued Journals, alongside medium risks related to impact dependency and redundant publications. These weaknesses point to a strategy potentially focused on internal validation and publication volume, which may undermine the institution's global standing. According to SCImago Institutions Rankings data, the Institute's key thematic strengths lie in Physics and Astronomy, Earth and Planetary Sciences, Energy, and Environmental Science. While the institution's specific mission was not localized for this report, the identified risks, particularly the high rates of self-citation and use of low-quality journals, directly challenge the universal academic mission of pursuing excellence and social responsibility through verifiable, high-impact research. To fully leverage its thematic potential, it is recommended that the Institute build upon its solid governance foundation to reform its publication and citation strategies, fostering a culture that prioritizes external validation and genuine global contribution over insular metrics.
The institution's Z-score of -1.229 contrasts sharply with the national average of 0.543. This result indicates a case of preventive isolation, where the center successfully avoids risk dynamics that are present in its national environment. While multiple affiliations can be legitimate, disproportionately high rates can signal strategic attempts to inflate institutional credit. The Institute's very low score suggests that its affiliation practices are transparent and well-governed, showing no signs of "affiliation shopping" and setting a standard of integrity that is independent of broader national trends.
With a Z-score of -0.869 compared to the country's medium-risk score of 0.570, the institution demonstrates that it does not replicate the vulnerabilities observed nationally. This suggests that its internal quality control and supervision mechanisms are effective. A high rate of retractions can alert to a systemic failure in an institution's integrity culture or a lack of methodological rigor. The Institute's very low score is a positive signal of scientific responsibility, indicating that its pre-publication review processes are robust and effectively prevent the types of errors or malpractice that lead to retractions elsewhere.
The institution's Z-score of 7.565 is nearly identical to the national average of 7.586, placing it within a standard crisis dynamic. This indicates that the Institute is immersed in a generalized and critical risk pattern common throughout the country. Disproportionately high rates of self-citation can signal concerning scientific isolation or 'echo chambers' where work is validated without sufficient external scrutiny. This high value warns of a severe 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 critical issue that requires urgent strategic review.
The institution exhibits a Z-score of 2.983, which, while critically high, is slightly below the national average of 3.215. This constitutes an attenuated alert; the Institute is a global outlier in this practice but demonstrates marginally more control than the national context. A high proportion of publications in such journals is a critical alert regarding due diligence in selecting dissemination channels. This Z-score indicates that a significant portion of its scientific production is being channeled through media that do not meet international ethical or quality standards, exposing the institution to severe reputational risks and suggesting an urgent need for information literacy to avoid wasting resources on 'predatory' or low-quality practices.
The institution's Z-score of -1.401 is even lower than the country's already low-risk score of -1.173, indicating a state of total operational silence in this area. This complete absence of risk signals, even below the national average, points to exemplary authorship practices. A high Z-score in this indicator can signal author list inflation, which dilutes individual accountability. The Institute's score confirms that its collaborative patterns are well-defined and show no evidence of 'honorary' or political authorship, reflecting a culture of transparency and clear accountability.
With a Z-score of 1.012, the institution shows a moderate deviation from the national standard, which has a score of -0.598. This indicates a greater sensitivity to risk factors than its peers. A wide positive gap, as seen here, signals a sustainability risk where scientific prestige is dependent on external partners rather than being structurally generated from within. This value suggests that the institution's excellence metrics may result more from strategic positioning in collaborations where it does not exercise intellectual leadership, inviting a deep reflection on how to build genuine internal capacity for high-impact, self-led research.
The institution's Z-score of -1.413 is well-aligned with the low-risk national average of -0.673. This low-profile consistency demonstrates that the absence of risk signals in this area is in line with the national standard. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and point to risks such as coercive authorship or a focus on quantity over quality. The Institute's very low score indicates a healthy research environment where productivity levels are reasonable, suggesting a proper balance between the volume of output and the integrity of the scientific record.
The institution's Z-score of -0.268 is identical to the national average, signifying perfect integrity synchrony. This total alignment with an environment of maximum scientific security shows that the Institute, like its national peers, avoids over-reliance on its own publication channels. Excessive dependence on in-house journals can raise conflicts of interest and lead to academic endogamy by bypassing independent external peer review. The Institute's score confirms it is committed to external validation, ensuring its research competes on the global stage rather than within a closed, internal system.
The institution's Z-score of 1.022 indicates a medium risk level, but it demonstrates relative containment when compared to the country's significant-risk score of 5.115. Although risk signals for data fragmentation exist, the center operates with more order than the national average. A high value in this indicator alerts to the practice of dividing a coherent study into minimal publishable units to artificially inflate productivity, also known as 'salami slicing.' While the Institute is not immune to this practice, its ability to moderate a risk that is highly pronounced at the national level suggests that its internal controls are partially effective, though further attention is warranted to fully curb this behavior.
