| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.713 | -0.785 |
|
Retracted Output
|
0.061 | 0.056 |
|
Institutional Self-Citation
|
3.303 | 4.357 |
|
Discontinued Journals Output
|
4.390 | 2.278 |
|
Hyperauthored Output
|
-0.282 | -0.684 |
|
Leadership Impact Gap
|
-0.787 | -0.159 |
|
Hyperprolific Authors
|
-1.413 | -1.115 |
|
Institutional Journal Output
|
-0.268 | 0.154 |
|
Redundant Output
|
2.944 | 2.716 |
Vinnytsia Mykhailo Kotsiubynskyi State Pedagogical University presents a performance profile of notable contrasts, achieving an overall score of 0.816. The institution demonstrates significant strengths in maintaining research integrity, particularly in areas of authorship and institutional independence, with exceptionally low risk signals for hyperprolific authors, use of institutional journals, and multiple affiliations. These strengths are foundational to its recognized academic positioning, as evidenced by its SCImago Institutions Rankings in key thematic areas such as Arts and Humanities, Environmental Science, and Social Sciences. However, this solid base is critically undermined by significant risks related to publication strategy, including an alarming rate of output in discontinued journals and a pattern of redundant publications (salami slicing). These practices directly conflict with the core principles of academic excellence and social responsibility inherent in any university's mission, as they risk devaluing the institution's scientific contributions and reputation. A targeted strategic intervention is therefore recommended, focusing on reinforcing publication ethics and channel selection to ensure that the institution's operational integrity fully aligns with its academic potential and stated goals.
The institution exhibits a Z-score of -1.713, which is significantly lower than the national average of -0.785. This demonstrates a clear and consistent low-risk profile, aligning with the national standard while showing even greater control. The complete absence of risk signals indicates that the university's affiliations are managed with high transparency, avoiding any practices that could be interpreted as strategic attempts to inflate institutional credit or "affiliation shopping," thereby reinforcing the legitimacy of its collaborative network.
With a Z-score of 0.061, the institution's rate of retractions is nearly identical to the national average of 0.056. This alignment suggests that the university's experience with retractions reflects a broader, systemic pattern within the country. While retractions can be complex events, sometimes signifying responsible error correction, this moderate and shared risk level points to a potential national challenge in pre-publication quality control mechanisms. The data suggests that the institution is facing the same systemic vulnerabilities in methodological rigor or integrity culture as its national peers.
The institution's Z-score for self-citation is 3.303, a significant value that, while high, remains below the critical national average of 4.357. This indicates an attenuated alert; the university is an outlier on a global scale but demonstrates more control over this issue than the country as a whole. Nonetheless, the high rate signals a tangible risk of operating within a scientific 'echo chamber,' where the institution's work may be validated through internal dynamics rather than broader external scrutiny. This pattern of endogamous impact inflation warrants strategic attention to foster greater engagement with the global academic community.
The university shows a Z-score of 4.390, a critical value that significantly exceeds the national average of 2.278. This discrepancy indicates a severe accentuation of a risk that is already present in the national system. Such a high proportion of publications in discontinued journals constitutes a major alert regarding the institution's due diligence in selecting dissemination channels. This practice exposes the university to severe reputational damage, suggesting that a significant portion of its research is channeled through media lacking international ethical or quality standards, and points to an urgent need to improve information literacy to prevent the waste of resources on predatory or low-quality venues.
With a Z-score of -0.282, the institution's rate of hyper-authored output is slightly higher than the national average of -0.684, although both fall within a low-risk range. This subtle deviation signals an incipient vulnerability. While the overall level is not alarming, the fact that the university shows slightly more activity in this area than its peers warrants a proactive review. It is an opportunity to ensure that all authorship practices remain transparent and accountable, clearly distinguishing legitimate, large-scale collaborations from any potential dilution of individual responsibility.
The institution's Z-score of -0.787 is notably lower than the national average of -0.159, indicating a prudent and self-reliant research profile. This demonstrates that the university manages its collaborative processes with more rigor than the national standard. The smaller gap between its overall impact and the impact of research it leads suggests that its scientific prestige is built on strong internal capacity rather than being dependent on external partners. This reflects a sustainable model where the institution exercises genuine intellectual leadership in its collaborations.
The institution registers a Z-score of -1.413, compared to the national average of -1.115. This signifies a state of total operational silence regarding this risk indicator, with an absence of signals that is even more pronounced than the already low-risk national context. This exceptional result points to a healthy institutional culture that prioritizes quality and meaningful intellectual contribution over sheer publication volume, effectively avoiding the risks associated with coercive or honorary authorship and ensuring the integrity of its scientific record.
With a Z-score of -0.268, the institution stands in stark contrast to the national average of 0.154, which indicates a medium risk level for the country. This demonstrates a case of preventive isolation, where the university successfully avoids replicating risk dynamics prevalent in its environment. By minimizing its reliance on in-house journals, the institution avoids the conflicts of interest and academic endogamy that can arise when bypassing independent external peer review. This commitment to external validation enhances its global visibility and the credibility of its research output.
The institution's Z-score of 2.944 is critically high and surpasses the already significant national average of 2.716. This positions the university as a global red flag, leading risk metrics in a country already compromised by this issue. Such a high value indicates a systemic practice of fragmenting coherent studies into 'minimal publishable units' to artificially inflate productivity metrics. This 'salami slicing' distorts the scientific evidence base and overburdens the review system, signaling an urgent need for institutional intervention to realign research practices with the principle of generating significant new knowledge.
