National Pirogov Memorial Medical University, Vinnytsya

EXECUTIVE SUMMARY AND STRATEGIC VISION

National Pirogov Memorial Medical University, Vinnytsya, demonstrates a robust foundation in scientific integrity, reflected in its very low overall risk score of 0.110. The institution exhibits exemplary performance in several key areas, with a notable absence of risk signals related to hyperprolific authorship, publication in institutional journals, and strategic multiple affiliations. These strengths underscore a culture of responsible research conduct. However, the profile is marked by a critical strategic vulnerability: a significant gap between the impact of its total output and that of research where it holds leadership. This suggests a heavy reliance on external partners for scientific prestige. This dependency, coupled with medium-level risks in areas like redundant output and self-citation, presents a challenge to the university's mission to "preserve and develop scientific potential" and exercise "university autonomy." The institution's strong standing in Medicine, ranking 9th in Ukraine according to SCImago Institutions Rankings data, provides a solid platform for growth. To fully align its practices with its mission of "quality, integrity, and social responsibility," the university should focus on converting its collaborative success into enhanced internal intellectual leadership, ensuring its recognized excellence is both sustainable and self-generated.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution's Z-score of -1.655 is significantly lower than the national average of -0.785. This result indicates an exceptionally low incidence of this risk indicator, positioning the university as a benchmark of conservative and clear affiliation practices within the country. While multiple affiliations can be a legitimate outcome of researcher mobility or partnerships, the institution's very low rate provides strong evidence that its collaborative activities are transparent and not aimed at artificially inflating institutional credit, reflecting a commendable focus on genuine scientific partnership.

Rate of Retracted Output

With a Z-score of 0.032, the institution's performance is nearly identical to the national average of 0.056. This alignment suggests that the university's rate of retractions reflects a systemic pattern common throughout the national research landscape. Retractions can be complex events, sometimes signifying responsible error correction. However, a persistent medium-level signal, both for the institution and the country, indicates that pre-publication quality control mechanisms may be a shared vulnerability, pointing to a need for enhanced methodological rigor and supervision to strengthen the integrity of the scientific record before dissemination.

Rate of Institutional Self-Citation

The institution shows a Z-score of 1.313, a medium-level risk that is, however, substantially lower than the country's critical Z-score of 4.357. This demonstrates a significant degree of relative containment, where the university successfully moderates a practice that is a major vulnerability at the national level. While a certain level of self-citation is natural, the institution's score warrants attention to prevent the formation of 'echo chambers'. Nevertheless, its ability to operate with more order than the national average suggests that its internal governance effectively mitigates the risk of endogamous impact inflation, ensuring its work seeks broader external validation.

Rate of Output in Discontinued Journals

The institution's Z-score of 0.586 is considerably better than the national average of 2.278, despite both falling within the medium-risk category. This indicates a differentiated and more effective management of publication channels compared to its national peers. A high proportion of output in such journals can signal a failure in due diligence and expose an institution to severe reputational risks. By maintaining a much lower rate, the university demonstrates a greater capacity to guide its researchers away from predatory or low-quality media, thereby protecting its scientific resources and reputation more effectively than the surrounding environment.

Rate of Hyper-Authored Output

With a Z-score of -0.476, the institution's risk level is low but slightly higher than the national average of -0.684. This minor deviation points to an incipient vulnerability that, while not currently problematic, warrants preventative monitoring. In fields outside of 'Big Science', high author counts can sometimes indicate a dilution of individual accountability. The university's slightly elevated signal suggests a need to ensure that authorship criteria remain rigorous and transparent across all disciplines to pre-emptively address any potential trend towards honorary or political authorship practices before it escalates.

Gap between Impact of total output and the impact of output with leadership

The institution presents a Z-score of 3.173, a significant risk level that represents a severe discrepancy from the low-risk national average of -0.159. This is a critical anomaly, indicating that the university's scientific prestige is highly dependent on external collaborations where it does not exercise intellectual leadership. Such a wide gap signals a crucial sustainability risk, suggesting that its high-impact metrics may be largely exogenous and not reflective of core internal capacity. This finding requires an urgent and deep integrity assessment to understand the causes and develop strategies to foster homegrown, high-impact research, ensuring long-term scientific autonomy and resilience.

Rate of Hyperprolific Authors

The institution's Z-score of -1.413 signifies a complete absence of risk signals, performing even better than the very low national average of -1.115. This is an area of exceptional strength, reflecting total operational silence on this indicator. The lack of authors with extreme publication volumes demonstrates a healthy institutional culture that prioritizes quality and meaningful intellectual contribution over sheer quantity. This commitment to a balanced and realistic research output reinforces the integrity of the university's scientific record and protects against risks such as coercive authorship or data fragmentation.

Rate of Output in Institutional Journals

With a Z-score of -0.268, the institution shows a very low risk, in stark contrast to the national average of 0.154, which falls into the medium-risk category. This demonstrates a clear case of preventive isolation, where the university deliberately avoids the risk dynamics prevalent in its environment. By not relying on in-house journals, the institution effectively sidesteps potential conflicts of interest and academic endogamy. This practice ensures its scientific production is validated through independent external peer review, thereby enhancing its global visibility and credibility while avoiding the use of internal channels to inflate publication metrics.

Rate of Redundant Output

The institution's Z-score of 2.333 indicates a medium-level risk, but it demonstrates relative containment when compared to the country's significant-risk Z-score of 2.716. This suggests that while the university is not immune to the practice of data fragmentation, it manages to operate with more control than the national average. A high rate of redundant output, or 'salami slicing,' can distort scientific evidence by dividing studies into minimal publishable units. The university's moderate signal indicates that while it is mitigating the more critical national trend, there is still an opportunity to reinforce policies that encourage the publication of comprehensive, high-impact studies over artificially inflated productivity counts.