| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.935 | -0.785 |
|
Retracted Output
|
0.681 | 0.056 |
|
Institutional Self-Citation
|
3.121 | 4.357 |
|
Discontinued Journals Output
|
5.816 | 2.278 |
|
Hyperauthored Output
|
-1.142 | -0.684 |
|
Leadership Impact Gap
|
0.481 | -0.159 |
|
Hyperprolific Authors
|
-1.413 | -1.115 |
|
Institutional Journal Output
|
-0.268 | 0.154 |
|
Redundant Output
|
3.016 | 2.716 |
Kyiv National University of Technologies and Design demonstrates a complex integrity profile, with an overall risk score of 1.380 indicating a foundation of good practices punctuated by significant, targeted vulnerabilities. The institution exhibits notable strengths in authorship ethics and publication channel governance, with very low risk signals in the rates of Multiple Affiliations, Hyper-Authored Output, Hyperprolific Authors, and Output in Institutional Journals. These areas suggest robust internal policies and a culture aligned with international standards. However, this positive performance is contrasted by critical alerts in three key areas: a significant rate of Institutional Self-Citation, an alarmingly high rate of Output in Discontinued Journals, and a significant rate of Redundant Output. These weaknesses point to potential issues in impact validation, due diligence in publication, and research fragmentation. According to SCImago Institutions Rankings data, the university holds strong national positions in several thematic areas, including Mathematics, Economics, Econometrics and Finance, and Arts and Humanities. While a specific mission statement was not available for analysis, these identified risks directly challenge the universal academic mission of achieving research excellence and upholding social responsibility. Practices that may lead to publishing in predatory journals or artificially inflating productivity metrics undermine the credibility and long-term value of the institution's scientific contributions. It is therefore recommended that the university leverage its clear strengths in governance as a model to develop targeted interventions—such as enhanced researcher training and stricter publication policies—to mitigate these specific, high-impact risks and ensure its research practices fully align with its academic strengths.
The institution's Z-score of -0.935 is well within the very low-risk range, consistent with the low-risk national average of -0.785. This alignment demonstrates that the university's practices regarding researcher affiliations are in sync with the national standard, showing no signs of unusual activity. The absence of risk signals in this area confirms that the institution's affiliations are characteristic of legitimate academic collaboration, such as researcher mobility or partnerships, rather than strategic attempts to artificially inflate institutional credit through "affiliation shopping."
With a Z-score of 0.681, the institution shows a greater propensity for retracted publications compared to the national average of 0.056, even though both fall within a medium-risk context. This suggests the university is more exposed to the factors leading to retractions than its national peers. Retractions are complex events, but a rate notably higher than the country's baseline suggests that quality control mechanisms prior to publication may be facing challenges. This elevated score serves as an alert to a potential vulnerability in the institution's integrity culture, indicating that a qualitative review by management is needed to distinguish between honest corrections and possible recurring methodological or ethical lapses.
The institution presents a significant Z-score of 3.121 in this indicator, which, while high, is notably lower than the critical national average of 4.357. This situation points to an attenuated alert; the university is an outlier on a global scale but demonstrates more control over this dynamic than the country as a whole. A certain level of self-citation is natural, but this high value still warns of a potential 'echo chamber' where work is validated internally without sufficient external scrutiny. The institution's relative moderation compared to the national trend is positive, but the score remains high enough to suggest a risk of endogamous impact inflation, where academic influence may be oversized by internal dynamics rather than global community recognition.
The institution's Z-score of 5.816 is a critical alert, significantly amplifying the medium-risk vulnerability observed at the national level (2.278). This finding suggests that the university is not only susceptible to but also a key driver of this high-risk practice within its environment. A high proportion of publications in discontinued journals is a severe indicator regarding due diligence in selecting dissemination channels. This Z-score indicates that a substantial portion of the university's scientific output is being channeled through media that fail to meet international ethical or quality standards, exposing the institution to severe reputational damage and signaling an urgent need for information literacy programs to prevent the waste of resources on 'predatory' practices.
With a Z-score of -1.142, the institution shows a very low risk of hyper-authorship, a profile that is consistent with and even slightly better than the low-risk national average of -0.684. The complete absence of risk signals in this area indicates that the university's authorship patterns are well-aligned with disciplinary norms, successfully distinguishing between necessary large-scale collaboration and questionable practices. This demonstrates strong governance in preventing author list inflation and ensuring that individual accountability and transparency in research contributions are maintained.
The institution's Z-score of 0.481 represents a moderate deviation from the national average of -0.159, indicating a greater sensitivity to this specific risk factor. This positive gap suggests that the institution's overall citation impact is significantly more dependent on externally-led collaborations than that of its national peers. While partnering is common, a wide gap signals a potential sustainability risk, where scientific prestige may be more exogenous than structural. This invites a strategic reflection on whether the institution's excellence metrics are derived from genuine internal capacity or from a positioning in collaborations where it does not exercise primary intellectual leadership.
The institution's Z-score of -1.413 signifies a total operational silence in this risk area, performing even more securely than the very low-risk national average of -1.115. This complete absence of signals related to extreme individual publication volumes is a strong positive indicator. It suggests that the university fosters a research environment that prioritizes quality and meaningful intellectual contribution over sheer quantity, effectively mitigating risks such as coercive authorship or the assignment of credit without real participation, thereby upholding the integrity of its scientific record.
With a Z-score of -0.268, the institution operates with a very low risk in this area, effectively isolating itself from the medium-risk dynamics observed nationally (0.154). This preventive isolation demonstrates that the university does not replicate the national tendency towards academic endogamy. By avoiding excessive dependence on its own journals, the institution ensures its research undergoes independent external peer review, which is crucial for global visibility and competitive validation. This practice mitigates potential conflicts of interest and reinforces the credibility of its scientific output, preventing the use of internal channels as 'fast tracks' to inflate publication counts.
The institution's Z-score of 3.016 is a global red flag, positioning it as a leader in this high-risk metric within a national context that is already highly compromised (country average of 2.716). This score indicates a significant pattern of massive bibliographic overlap between publications, a classic sign of data fragmentation or 'salami slicing.' Such a high value alerts to a systemic practice of dividing coherent studies into minimal publishable units to artificially inflate productivity. This behavior not only distorts the scientific evidence base but also overburdens the peer-review system, prioritizing volume over the generation of significant new knowledge.
