Babes-Bolyai University

EXECUTIVE SUMMARY AND STRATEGIC VISION

Babes-Bolyai University presents a strong overall integrity profile, marked by commendable performance in several key areas of research practice, juxtaposed with specific, high-impact vulnerabilities that require strategic attention. With a global integrity score of 0.497, the institution demonstrates robust control over risks such as retracted output, hyperprolific authorship, and redundant publications, often outperforming national averages. This foundation of scientific rigor is reflected in its outstanding leadership positions within Romania, as evidenced by SCImago Institutions Rankings data, particularly in fields like Business, Management and Accounting; Psychology; Social Sciences; and Arts and Humanities. However, this profile of excellence is critically challenged by an exceptionally high rate of publication in its own institutional journals, a practice that suggests significant academic endogamy. This inward focus directly conflicts with the university's stated mission to promote "globalization," "intercultural dialogue," and "integration in diversity." To fully realize its mission and secure its international standing, the university should leverage its clear thematic strengths and sound governance in most areas to implement targeted policies that encourage external validation and global dissemination, thereby transforming this critical vulnerability into an opportunity for enhanced international engagement and impact.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution's Z-score of -0.231 is slightly higher than the national average of -0.712, indicating an incipient vulnerability. Although both scores fall within a low-risk range, the university shows a marginally greater tendency toward multiple affiliations than its national peers. This subtle elevation warrants monitoring to ensure that these collaborations are a product of legitimate researcher mobility and strategic partnerships. A continued upward trend could signal a drift towards "affiliation shopping," where credit is maximized without a corresponding increase in substantive collaborative output, a practice that could dilute the institution's distinct academic identity.

Rate of Retracted Output

With a Z-score of -0.362, the institution demonstrates a more prudent profile in managing its publication quality compared to the national average of -0.136. This superior performance suggests that the university's quality control mechanisms prior to publication are particularly effective. A retraction rate below the national standard is a strong indicator of a healthy integrity culture, reflecting successful pre-emptive measures that prevent the kind of systemic failures or recurring methodological weaknesses that often lead to a higher incidence of retracted works.

Rate of Institutional Self-Citation

The institution's Z-score of 0.374 is nearly identical to the country's score of 0.355, revealing a systemic pattern of behavior. This alignment suggests that the university's self-citation practices are a reflection of shared academic norms or evaluation policies prevalent at the national level. While a certain degree of self-citation is expected, this moderate level across the board warns of a potential 'echo chamber' effect. It raises the concern that the institution's academic influence, in line with the national trend, may be partially inflated by internal dynamics rather than being fully validated by the broader global scientific community.

Rate of Output in Discontinued Journals

The university demonstrates differentiated management of publication channels, with a Z-score of 0.370 that is notably lower than the national average of 0.639. This indicates that while operating in an environment where publishing in discontinued journals is a moderate concern, the institution exercises more effective due diligence in its selection of outlets. This proactive approach helps moderate a common national risk, suggesting that the university has better mechanisms to protect its research and reputation from the negative consequences of engaging with 'predatory' or low-quality publications, although the risk is not entirely absent.

Rate of Hyper-Authored Output

A clear example of institutional resilience is evident in this indicator, where the university's Z-score of -0.121 contrasts sharply with the national Z-score of 0.057. The institution successfully mitigates a risk that is more pronounced in its national environment. This low rate suggests that the university's academic culture effectively discourages author list inflation and promotes genuine accountability. By maintaining control over this practice, the institution distinguishes between necessary large-scale collaboration and the 'honorary' authorship that can obscure individual contributions, thereby upholding transparency in its research practices.

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

The institution shows effective, differentiated management in its collaborative strategy, with a Z-score of 0.532, which is significantly lower than the national average of 0.824. This indicates that the university moderates a risk that is common in the country. While a gap exists, its smaller size suggests that the institution's scientific prestige is less dependent on external partners for impact. This points to a healthier balance, where excellence metrics are more reflective of genuine internal capacity and intellectual leadership, mitigating the sustainability risk associated with an impact profile that is primarily driven by exogenous collaborations.

Rate of Hyperprolific Authors

With a Z-score of -0.484, the institution exhibits a prudent profile that is more rigorous than the national standard (-0.259). This significantly lower incidence of hyperprolific authors points to a research environment that prioritizes quality and meaningful intellectual contribution over sheer volume. This result suggests the successful avoidance of practices such as coercive authorship or data fragmentation, which can be driven by metric-based pressures. The university's culture appears to foster a healthy balance, safeguarding the integrity of its scientific record.

Rate of Output in Institutional Journals

This indicator represents the most critical risk for the institution, with a Z-score of 5.671 that dramatically accentuates a vulnerability only moderately present in the national system (0.842). This exceptionally high rate of publication in its own journals creates a significant conflict of interest, as the institution effectively acts as both judge and party in vetting its research. This practice fosters academic endogamy, severely limiting global visibility and raising the possibility that internal channels are being used as 'fast tracks' to inflate publication records without undergoing independent, competitive peer review. This is a severe discrepancy that requires an urgent and deep integrity assessment.

Rate of Redundant Output

The institution displays strong institutional resilience, with a Z-score of -0.068 that indicates a near-total absence of this risk, in contrast to the moderate risk level seen nationally (0.136). This demonstrates that the university's control mechanisms and research culture effectively mitigate the national tendency toward redundant publication. The data suggests a strong institutional commitment to producing substantive, coherent knowledge rather than engaging in 'salami slicing'—the practice of fragmenting studies into minimal units to artificially inflate productivity metrics. This upholds the integrity of the scientific record and prevents the overburdening of the peer review system.