| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.287 | -0.712 |
|
Retracted Output
|
-0.719 | -0.136 |
|
Institutional Self-Citation
|
-0.123 | 0.355 |
|
Discontinued Journals Output
|
-0.195 | 0.639 |
|
Hyperauthored Output
|
-0.465 | 0.057 |
|
Leadership Impact Gap
|
-2.109 | 0.824 |
|
Hyperprolific Authors
|
0.184 | -0.259 |
|
Institutional Journal Output
|
-0.268 | 0.842 |
|
Redundant Output
|
-0.905 | 0.136 |
The University of Agricultural Sciences and Veterinary Medicine of Cluj-Napoca demonstrates a robust and commendable scientific integrity profile, reflected in an overall risk score of -0.472. This performance indicates a governance model that effectively insulates the institution from several systemic risks prevalent at the national level. Key strengths are evident in the exceptionally low rates of Retracted Output, Redundant Output, and Output in Institutional Journals, alongside a notable capacity for generating high-impact research under its own leadership. These strengths are foundational to the institution's prominent standing in its core thematic areas, including its top national rankings in Chemistry, Veterinary sciences, Pharmacology, and Agricultural Sciences, as documented by SCImago Institutions Rankings. The primary area for strategic monitoring is a moderate signal related to hyperprolific authorship, which presents a potential deviation from the national norm. This specific vulnerability, if unaddressed, could subtly undermine the university's stated mission of promoting "excellence" and "integration into the universal value circuit," as quantitative pressures can sometimes conflict with qualitative rigor. To fully align its operational practices with its strategic vision, the university is encouraged to maintain its excellent control mechanisms while proactively examining productivity and authorship patterns to ensure they reflect genuine scientific contribution and uphold the highest standards of social and academic responsibility.
The institution presents a Z-score of -0.287, while the national average is -0.712. Although the risk level is low, this value indicates a slight but noticeable presence of this practice compared to the national baseline, signaling an incipient vulnerability that warrants review. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the institution's slightly higher rate compared to an already low national figure suggests that monitoring is prudent to ensure these affiliations are always strategically sound and do not trend towards attempts to artificially inflate institutional credit or "affiliation shopping."
With an institutional Z-score of -0.719, significantly lower than the national average of -0.136, the university demonstrates an exemplary record in research reliability. This exceptionally low rate of retractions is a strong indicator of robust pre-publication quality control and responsible supervision. Rather than signaling a failure to correct the scientific record, this near-absence of retractions suggests that the institution's methodological rigor and integrity culture are effective in preventing the types of unintentional errors or recurring malpractice that often lead to such outcomes, aligning perfectly with a commitment to high-quality research.
The institution exhibits a Z-score of -0.123, positioning it favorably against the national average of 0.355. This demonstrates significant institutional resilience, as the university successfully mitigates a risk that is more pronounced across the country. A certain level of self-citation is natural, but the institution's low rate confirms it avoids the 'echo chambers' that can arise from excessive self-validation. This practice ensures that the institution's academic influence is built on broad recognition from the global scientific community rather than being inflated by endogamous or internal dynamics.
The university's Z-score of -0.195 contrasts sharply with the national average of 0.639, showcasing its effective control mechanisms against a systemic national risk. This strong performance indicates that the institution exercises high due diligence in selecting dissemination channels for its research. By avoiding journals that fail to meet international ethical or quality standards, the university not only protects its resources from 'predatory' practices but also safeguards its institutional reputation, ensuring its scientific output contributes to credible and enduring scholarly dialogue.
With a Z-score of -0.465, the institution operates with a significantly lower risk profile than the national average of 0.057. This is another clear sign of institutional resilience, particularly as the university's core disciplines do not typically fall into the "Big Science" categories where extensive author lists are standard. The low incidence of hyper-authorship suggests a culture of transparency and accountability, effectively distinguishing legitimate collaboration from practices like 'honorary' authorship and ensuring that author lists accurately reflect meaningful contributions.
The institution's Z-score of -2.109 is an outstanding result, starkly contrasting with the national average of 0.824. This demonstrates a remarkable case of preventive isolation, where the university completely avoids the national trend of dependency on external collaborations for impact. A negative score indicates that the research led directly by the institution is of higher impact than its overall collaborative output. This is a powerful sign of structural scientific strength and sustainability, proving that its prestige is built upon genuine internal capacity and intellectual leadership, not merely strategic positioning in external networks.
The institution's Z-score for this indicator is 0.184, which represents a moderate deviation from the national average of -0.259. This finding suggests the center has a greater sensitivity to this specific risk factor than its national peers and warrants a review of its causes. While high productivity can be legitimate, extreme publication volumes can challenge the limits of meaningful intellectual contribution. This alert points to potential imbalances between quantity and quality, signaling a need to investigate for risks such as coercive authorship or the assignment of credit without real participation, ensuring that productivity metrics do not compromise the integrity of the scientific record.
With a Z-score of -0.268, the institution effectively isolates itself from the national trend, where the average score is a much higher 0.842. This demonstrates a strong commitment to external validation and global visibility. By minimizing its reliance on in-house journals, the university avoids potential conflicts of interest and the risk of academic endogamy. This practice ensures that its scientific production consistently undergoes independent, external peer review, validating its quality on a competitive international stage rather than using internal channels as potential 'fast tracks' for publication.
The institution's Z-score of -0.905 is exceptionally low, especially when compared to the national average of 0.136. This result shows the university is effectively insulated from national risk dynamics in this area. The near absence of redundant output indicates a culture that prioritizes the publication of coherent, significant studies over the artificial inflation of productivity metrics. By avoiding the fragmentation of data into 'minimal publishable units,' the institution upholds its responsibility to contribute meaningful new knowledge and respects the integrity of the scientific review system.
