| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.491 | 0.543 |
|
Retracted Output
|
-0.005 | 0.570 |
|
Institutional Self-Citation
|
11.418 | 7.586 |
|
Discontinued Journals Output
|
0.972 | 3.215 |
|
Hyperauthored Output
|
-1.300 | -1.173 |
|
Leadership Impact Gap
|
-4.166 | -0.598 |
|
Hyperprolific Authors
|
-1.413 | -0.673 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
6.029 | 5.115 |
Fergana Polytechnic Institute presents a profile of pronounced contrasts, with an overall integrity score of 0.475 reflecting both exceptional strengths and critical vulnerabilities. The institution demonstrates exemplary governance in areas of collaborative and authorial integrity, showing virtually no risk signals related to multiple affiliations, hyper-authorship, or hyperprolific authors. However, this robust foundation is severely undermined by two significant risk indicators: an extremely high rate of institutional self-citation and an equally concerning rate of redundant output (salami slicing), both of which exceed the already high national averages. These weaknesses suggest an institutional culture that may prioritize internal validation and publication volume over external impact and substantive scientific contribution. This is particularly concerning as it could compromise the credibility of the Institute's recognized thematic strengths, where it holds top-tier national rankings in Agricultural and Biological Sciences, Earth and Planetary Sciences, Energy, and Environmental Science according to SCImago Institutions Rankings data. While a specific mission statement was not available, these integrity risks directly challenge the universal academic principles of excellence and social responsibility. To secure its reputation and the impact of its leading research areas, the Institute should urgently implement policies that foster external validation and reward novel, consolidated research, thereby aligning its publication practices with its evident scientific potential.
The institution's Z-score of -1.491 contrasts sharply with the national average of 0.543. This result indicates a commendable state of preventive isolation, where the Institute does not replicate the risk dynamics related to affiliation strategies observed elsewhere in the country. While multiple affiliations can be legitimate, disproportionately high rates can signal attempts to inflate institutional credit. Fergana Polytechnic Institute’s very low score suggests a clear and transparent affiliation policy, reflecting a focus on genuine collaboration rather than "affiliation shopping," thereby strengthening the credibility of its institutional credit.
With a Z-score of -0.005, the institution demonstrates greater control over publication quality compared to the national average of 0.570. This suggests a degree of institutional resilience, where internal control mechanisms appear to successfully mitigate the systemic risks present in the broader national environment. A lower rate of retractions indicates that the pre-publication quality and integrity checks are functioning more effectively than those of its peers, preventing potential malpractice or significant methodological errors from entering the scientific record.
The institution's Z-score of 11.418 is a global red flag, significantly exceeding the already critical national average of 7.586. This result indicates that the Institute leads risk metrics in a country already highly compromised in this area. A certain level of self-citation is natural, but this disproportionately high rate signals a severe risk of an academic 'echo chamber' and endogamous impact inflation. It suggests that the institution's perceived academic influence may be oversized by internal dynamics rather than by recognition from the global scientific community, a practice that requires urgent qualitative review to ensure external validation and scrutiny.
The institution's Z-score of 0.972, while indicating a medium risk, shows relative containment when compared to the country's significant-risk score of 3.215. Although some risk signals exist, the Institute operates with more order than the national average, suggesting it is more discerning in its choice of publication venues. Nonetheless, a medium-risk score indicates that a portion of its scientific output is still channeled through media that may not meet international quality standards. This highlights a need to reinforce information literacy and due diligence protocols to fully avoid reputational risks and the misallocation of research efforts into predatory or low-quality journals.
With a Z-score of -1.300, which is even lower than the national average of -1.173, the institution demonstrates total operational silence in this area. This absence of risk signals, even below the national standard, points to a robust culture of accountability and transparency in authorship. It confirms that the Institute’s collaborative practices are well-governed, effectively avoiding issues like author list inflation or the inclusion of 'honorary' authors, thereby ensuring that credit is assigned appropriately and individual contributions remain clear.
The institution's Z-score of -4.166 is exceptionally low, far below the national average of -0.598. This demonstrates low-profile consistency, where the absence of a problematic gap aligns with and improves upon the national standard. A negative or near-zero gap indicates that the institution's scientific prestige is structurally sound and derived from research where it exercises intellectual leadership. This is a sign of a sustainable and independent research capacity, proving that its impact is not dependent on an exogenous or passive role in external collaborations.
The institution's Z-score of -1.413 is significantly lower than the national average of -0.673, indicating an absence of risk signals that is consistent with the low-risk national environment. This result suggests a healthy balance between productivity and quality, steering clear of extreme individual publication volumes that can challenge the limits of meaningful intellectual contribution. The Institute’s performance in this area points to a culture that prioritizes the integrity of the scientific record over the inflation of quantitative metrics, avoiding risks such as coercive or unmerited authorship.
The institution's Z-score of -0.268 is identical to the national average, reflecting perfect integrity synchrony. This total alignment with an environment of maximum scientific security shows a clear commitment to avoiding academic endogamy. By not relying on in-house journals, which can present conflicts of interest, the institution ensures its research undergoes independent external peer review. This practice enhances the global visibility and competitive validation of its scientific production, reinforcing its credibility.
With a Z-score of 6.029, the institution presents a global red flag, leading this risk metric in a country already compromised (national average of 5.115). This critically high value indicates a systemic practice of data fragmentation or 'salami slicing' to artificially inflate publication counts. Such a strategy, which involves dividing a single coherent study into minimal publishable units, severely distorts the scientific evidence and overburdens the peer-review system. This practice prioritizes volume over the generation of significant new knowledge and requires immediate and decisive intervention to restore publication integrity.
