| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.334 | -0.712 |
|
Retracted Output
|
-0.587 | -0.136 |
|
Institutional Self-Citation
|
0.702 | 0.355 |
|
Discontinued Journals Output
|
0.874 | 0.639 |
|
Hyperauthored Output
|
1.948 | 0.057 |
|
Leadership Impact Gap
|
1.175 | 0.824 |
|
Hyperprolific Authors
|
1.241 | -0.259 |
|
Institutional Journal Output
|
0.680 | 0.842 |
|
Redundant Output
|
0.168 | 0.136 |
Transilvania University of Brasov presents a moderate overall risk profile (Z-score: 0.357), characterized by a notable strength in post-publication quality control but offset by significant vulnerabilities in authorship and citation practices. The institution's exceptionally low rate of retracted output signals robust internal review mechanisms. However, this is contrasted by a significant alert in hyper-authorship and medium-risk indicators in institutional self-citation, publication in discontinued journals, and a dependency on external partners for research impact. According to SCImago Institutions Rankings data, the university demonstrates strong national leadership in key scientific fields, ranking 3rd in Physics and Astronomy, 4th in Medicine, and 5th in Earth and Planetary Sciences. While these rankings affirm its capacity for high-level research, the identified integrity risks could undermine its mission to deliver "advanced scientific research" and foster "partnerships in compliance with the principles of a knowledge-based society." Practices that suggest metric-driven behaviors over genuine scientific contribution, such as authorship inflation or academic endogamy, challenge the core values of excellence and societal trust. To fully align its operational integrity with its strategic ambitions, the university is advised to strengthen its authorship policies and promote strategies that foster genuine, internally-led international impact, thereby ensuring its prestigious reputation is built on a foundation of unimpeachable scientific practice.
The university's Z-score of -0.334 is within the low-risk band but slightly higher than the national average of -0.712, indicating an incipient vulnerability. This suggests that while the institution's practices are generally aligned with national norms, it shows early signals of activity that warrant monitoring before they escalate. Multiple affiliations can be a legitimate outcome of researcher mobility and collaboration, but this slight upward deviation from a very low national baseline could signal the beginning of strategic attempts to inflate institutional credit or "affiliation shopping," a practice that should be reviewed to ensure all affiliations are substantive.
With a Z-score of -0.587, significantly below the national average of -0.136, the university demonstrates an exemplary record in minimizing retracted publications. This low-profile consistency reflects highly effective quality control mechanisms. Retractions can result from honest error correction, but such a low rate strongly suggests that the institution's pre-publication supervision and methodological rigor are succeeding in preventing systemic failures. This absence of risk signals is a clear strength, indicating a robust culture of integrity that aligns with the highest standards of responsible research conduct.
The university's Z-score for institutional self-citation is 0.702, which is considerably higher than the national average of 0.355. This indicates a high exposure to this risk, suggesting the institution is more prone to this behavior than its national peers. While some self-citation reflects the natural progression of research lines, this disproportionately high rate warns of potential scientific isolation or 'echo chambers.' It raises a concern about endogamous impact inflation, where the institution's academic influence may be oversized by internal validation rather than by broader recognition from the global scientific community, warranting a closer look at its citation networks.
With a Z-score of 0.874, the university shows a higher rate of publication in discontinued journals compared to the national average of 0.639. This high exposure suggests a greater institutional susceptibility to channeling research into questionable outlets. A high proportion of output in such journals is a critical alert regarding due diligence in selecting dissemination channels. This Z-score indicates that a portion of the university's scientific production is being placed in media that may not meet international ethical or quality standards, exposing it to reputational risks and signaling an urgent need to improve information literacy to avoid predatory or low-quality practices.
The university's Z-score of 1.948 is a significant outlier, drastically higher than the national medium-risk average of 0.057. This finding indicates a risk accentuation, where the institution amplifies a vulnerability already present in the national system. In fields outside of 'Big Science,' such a high rate of hyper-authored output is a strong indicator of potential author list inflation, which dilutes individual accountability and transparency. This critical value serves as an urgent signal to audit authorship practices to distinguish between legitimate large-scale collaboration and the possibility of 'honorary' or political authorship, which can severely compromise the integrity of the research record.
The institution's Z-score of 1.175 in this indicator is notably higher than the national average of 0.824, signaling a high exposure to impact dependency. This wide positive gap—where overall impact is significantly higher than the impact of research led by the institution—suggests a sustainability risk. It implies that the university's scientific prestige may be largely dependent and exogenous, rather than stemming from its own structural capacity. This finding invites a strategic reflection on whether its high-impact metrics are the result of genuine internal innovation or a consequence of strategic positioning in collaborations where it does not exercise primary intellectual leadership.
With a Z-score of 1.241, the university shows a moderate deviation from the national standard, which sits at a low-risk -0.259. This indicates a greater sensitivity to risk factors related to extreme productivity than its peers. While high output can reflect leadership, extreme individual publication volumes challenge the perceived limits of meaningful intellectual contribution. This elevated indicator alerts to potential imbalances between quantity and quality, pointing to risks such as coercive authorship or the assignment of authorship without real participation—dynamics that prioritize metric inflation over the integrity of the scientific record.
The university's Z-score of 0.680 for publications in its own journals is lower than the national average of 0.842, demonstrating differentiated management of this risk. This suggests the institution successfully moderates a practice that appears more common at the national level. While in-house journals can be valuable, a high dependence on them raises conflict-of-interest concerns. The university's more controlled rate indicates a healthier balance, reducing the risk of academic endogamy where production might bypass independent external peer review and ensuring its research is more consistently validated by the global community.
The university's Z-score of 0.168 is nearly identical to the national average of 0.136, reflecting a systemic pattern. This alignment suggests that the institution's level of risk in this area mirrors shared practices or norms at a national level. This indicator alerts to the practice of dividing a coherent study into minimal publishable units to artificially inflate productivity, also known as 'salami slicing.' The score indicates that, like its peers, the university should remain vigilant against this practice, which can distort scientific evidence and overburden the review system by prioritizing volume over significant new knowledge.