| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.032 | -0.785 |
|
Retracted Output
|
-0.005 | 0.056 |
|
Institutional Self-Citation
|
3.129 | 4.357 |
|
Discontinued Journals Output
|
1.283 | 2.278 |
|
Hyperauthored Output
|
-0.673 | -0.684 |
|
Leadership Impact Gap
|
0.408 | -0.159 |
|
Hyperprolific Authors
|
-0.970 | -1.115 |
|
Institutional Journal Output
|
-0.268 | 0.154 |
|
Redundant Output
|
1.007 | 2.716 |
Ternopil Ivan Puluj National Technical University presents a solid integrity profile, reflected in an overall risk score of 0.222. The institution demonstrates significant strengths in maintaining very low-risk levels for Multiple Affiliations, Hyperprolific Authors, and Output in Institutional Journals, indicating robust governance in these areas. However, strategic attention is required for two key vulnerabilities: a significant rate of Institutional Self-Citation and a moderate-risk Gap between its total scientific impact and the impact of research under its direct leadership. These challenges contrast with the University's strong performance in several thematic areas, particularly its high national rankings in Engineering, Computer Science, and Mathematics as per SCImago Institutions Rankings data. While a specific mission statement was not available for analysis, these identified risks could undermine any institutional commitment to "excellence" and "social responsibility" by creating a perception of insular validation and dependency on external partners for impact. To fully align its operational integrity with its academic strengths, the University is advised to implement targeted strategies to reduce self-citation and foster greater intellectual leadership in its collaborations, thereby ensuring its reputation for excellence is built on a foundation of verifiable, global-facing scientific rigor.
The institution's Z-score of -1.032 demonstrates a very low-risk profile that is consistent with the low-risk national context in Ukraine (-0.785). This alignment suggests a healthy and transparent approach to academic collaboration. The clear absence of signals that might point to strategic "affiliation shopping" or attempts to inflate institutional credit reinforces the legitimacy of its partnership and mobility practices, which are in line with the national standard.
The University demonstrates notable resilience with a low-risk Z-score of -0.005, which contrasts favorably with the medium-risk environment observed at the national level (0.056). This suggests that the institution's internal quality control and supervision mechanisms are effectively mitigating systemic vulnerabilities present elsewhere in the country. A rate significantly lower than the average indicates that pre-publication review processes are robust, successfully preventing the kind of systemic failures that could suggest recurring malpractice or a lack of methodological rigor.
The institution's Z-score of 3.129 signals a significant risk, indicating a pattern of high institutional self-citation. However, this issue is even more pronounced at the national level (4.357), suggesting the University operates with more control than the critical national average. Despite this relative moderation, the high score remains an alert. Disproportionately high rates can signal concerning scientific isolation or 'echo chambers,' warning of the risk of endogamous impact inflation where the institution's academic influence may be oversized by internal dynamics rather than validated by the broader global community.
With a medium-risk Z-score of 1.283, the University shows evidence of publishing in discontinued journals, but it manages this risk more effectively than the national average (2.278). This indicates a differentiated management approach that moderates a practice common in the country. Nevertheless, a high proportion of output in such journals is a critical alert regarding due diligence in selecting dissemination channels. The current score indicates that a portion of its scientific production is being channeled through media that may not meet international ethical or quality standards, exposing the institution to reputational risks and suggesting a need to enhance information literacy to avoid 'predatory' practices.
The institution's Z-score of -0.673 is statistically normal and almost identical to the national average (-0.684), indicating a low-risk profile in this area. This alignment suggests that the University's authorship practices are typical for its context and do not show signs of author list inflation. This confirms that the institution's collaborative patterns are appropriate and do not raise concerns about 'honorary' or political authorship practices, which can dilute individual accountability and transparency.
The institution presents a moderate deviation from the national trend, with a Z-score of 0.408 compared to the country's low-risk score of -0.159. This indicates a greater sensitivity to this specific risk factor than its national peers. A wide positive gap suggests that while the institution's overall impact is notable, the impact of research where it holds intellectual leadership is comparatively lower. This signals a potential sustainability risk, suggesting that its scientific prestige may be dependent on external partners rather than being structurally generated from within, inviting reflection on whether its excellence metrics result from its own core capacity.
The institution's Z-score of -0.970 indicates a very low risk of hyperprolific authorship, which is consistent with the inert national environment (-1.115). However, the slightly higher score for the institution suggests the presence of minimal, residual signals in an otherwise silent context. As extreme individual publication volumes can challenge the limits of meaningful intellectual contribution, the current score confirms that such practices are not a concern at the University, reflecting a healthy balance between productivity and scientific integrity.
The institution demonstrates a clear preventive isolation from national trends, with a very low-risk Z-score of -0.268 in contrast to the medium-risk level observed across Ukraine (0.154). This indicates that the University does not replicate the risk dynamics common in its environment. By avoiding excessive dependence on its own journals, the institution mitigates potential conflicts of interest and the risk of academic endogamy, ensuring its scientific production undergoes independent external peer review rather than being channeled through internal 'fast tracks' that could bypass standard competitive validation.
While the institution's Z-score of 1.007 indicates a medium level of risk for redundant output, it demonstrates relative containment of this issue compared to the significant risk level seen nationally (2.716). This suggests that although some signals of data fragmentation exist, the University operates with more control than its peers. This practice, often called 'salami slicing,' involves dividing a study into minimal publishable units to artificially inflate productivity. The institution's score, while not zero, indicates a more measured approach that better prioritizes significant new knowledge over sheer volume compared to the national trend.
