| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.263 | 0.543 |
|
Retracted Output
|
0.446 | 0.570 |
|
Institutional Self-Citation
|
6.408 | 7.586 |
|
Discontinued Journals Output
|
2.121 | 3.215 |
|
Hyperauthored Output
|
-1.288 | -1.173 |
|
Leadership Impact Gap
|
2.138 | -0.598 |
|
Hyperprolific Authors
|
-1.413 | -0.673 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
-0.033 | 5.115 |
The Tashkent Institute of Textile and Light Industry demonstrates a commendable overall performance with a score of 0.725, reflecting robust internal governance in several key areas of scientific integrity. The institution's primary strengths lie in its exceptionally low rates of hyper-authored output, hyperprolific authors, and publication in institutional journals, indicating a healthy authorship culture and a commitment to external validation. Furthermore, the Institute acts as an effective filter against systemic national risks, particularly in redundant output (salami slicing) and multiple affiliations. However, significant vulnerabilities are present, most critically in the rate of institutional self-citation, which suggests a high degree of scientific isolation. This is compounded by a medium-risk gap in research leadership impact, indicating a dependency on external collaborators for scientific prestige. Thematically, the institution shows notable strength in Business, Management and Accounting, where it ranks 5th nationally according to SCImago Institutions Rankings data. While a specific mission statement was not available for analysis, these findings highlight a potential conflict: the high self-citation and impact dependency could undermine universal academic goals of excellence and global social responsibility by fostering an insular research environment. To fully leverage its strengths, the Institute is advised to implement strategies that encourage broader international collaboration and external peer validation, thereby transforming its current pockets of excellence into a sustainable, globally recognized research ecosystem.
The institution presents a Z-score of -0.263, contrasting with the national average of 0.543. This comparison suggests a high degree of institutional resilience. While the national context shows moderate signals of risk, the Institute's control mechanisms appear to effectively mitigate the systemic trend. Multiple affiliations can be a legitimate outcome of academic mobility and partnerships, but disproportionately high rates can signal strategic attempts to inflate institutional credit. The Institute’s low score indicates that its affiliation practices are well-managed and align with standard collaborative norms, avoiding the risk of "affiliation shopping" observed elsewhere in the country.
With a Z-score of 0.446, the institution's performance is slightly better than the national average of 0.570. This indicates a differentiated management approach to a risk that appears common in the country. Retractions are complex events, and a rate significantly higher than the global average can alert to a vulnerability in an institution's integrity culture. Although the Institute's score points to a moderate potential for systemic failures in pre-publication quality control, it is successfully moderating this risk more effectively than its national peers, suggesting that its review processes, while not immune to issues, are comparatively more robust.
The institution's Z-score of 6.408 is a significant alert, although it remains below the critical national average of 7.586. This profile represents an attenuated alert; while the Institute is a global outlier in this metric, it demonstrates slightly more control than the national trend. A certain level of self-citation is natural, but the observed high rate signals a concerning level of scientific isolation and the potential for an 'echo chamber.' This practice creates a risk of endogamous impact inflation, where the institution's academic influence may be oversized by internal dynamics rather than validated by the broader global scientific community, demanding an urgent review of its dissemination and collaboration strategies.
The institution shows a Z-score of 2.121, which, while indicating a medium risk, demonstrates relative containment compared to the country's significant-risk average of 3.215. This suggests that although some risk signals are present, the Institute operates with more order and diligence than the national standard. A high proportion of publications in discontinued journals is a critical alert regarding the selection of dissemination channels, as it exposes the institution to severe reputational risks associated with 'predatory' or low-quality practices. The Institute’s ability to keep this rate lower than the national average indicates a more effective, albeit not perfect, process for vetting publication venues.
The institution's Z-score of -1.288 signals a total operational silence in this area, performing even better than the country's already low average of -1.173. This absence of risk signals, even below the national baseline, is an indicator of exceptional health in authorship practices. Outside of 'Big Science' contexts, high rates of hyper-authorship can indicate author list inflation, which dilutes individual accountability. The Institute's score confirms that its research culture is free from such practices, fostering transparency and appropriate credit attribution.
The institution's Z-score of 2.138 marks a moderate deviation from the national standard, which sits at a low-risk -0.598. This indicates that the Institute is more sensitive to this particular risk factor than its peers. A wide positive gap suggests that the institution's scientific prestige is heavily dependent on external partners and is more exogenous than structural. This finding invites a strategic reflection on whether its high-impact metrics result from genuine internal capacity or from a positioning in collaborations where the institution does not exercise intellectual leadership, posing a long-term sustainability risk to its research reputation.
With a Z-score of -1.413, the institution demonstrates a very low-risk profile, consistent with the low-risk national environment (Z-score of -0.673). This absence of risk signals aligns with the national standard and points to a healthy research environment. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may point to risks such as coercive authorship or a focus on quantity over quality. The Institute's excellent score indicates a culture that promotes a sustainable and credible balance between productivity and scientific integrity.
The institution's Z-score of -0.268 is in perfect alignment with the national average, which is also -0.268. This integrity synchrony reflects a shared environment of maximum scientific security regarding this indicator. 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 very low score demonstrates a strong commitment to global dissemination and competitive validation, ensuring its scientific production is scrutinized by the international community and not insulated within internal channels.
The institution's Z-score of -0.033 is exceptionally low, especially when contrasted with the country's critical Z-score of 5.115. This stark difference shows that the institution acts as an effective filter, or a firewall, against a risk practice that is highly prevalent at the national level. Massive bibliographic overlap between publications often indicates 'salami slicing'—the practice of dividing a study into minimal units to artificially inflate productivity. The Institute’s outstanding performance here signals a strong institutional commitment to producing significant new knowledge over prioritizing publication volume, setting a standard of integrity in a challenging environment.
