| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.412 | -0.712 |
|
Retracted Output
|
0.023 | -0.136 |
|
Institutional Self-Citation
|
-0.939 | 0.355 |
|
Discontinued Journals Output
|
0.679 | 0.639 |
|
Hyperauthored Output
|
0.564 | 0.057 |
|
Leadership Impact Gap
|
3.790 | 0.824 |
|
Hyperprolific Authors
|
0.124 | -0.259 |
|
Institutional Journal Output
|
-0.268 | 0.842 |
|
Redundant Output
|
-0.463 | 0.136 |
Carol Davila University of Medicine and Pharmacy demonstrates a solid overall scientific integrity profile, reflected in its global score of 0.135. The institution exhibits significant strengths in maintaining low rates of institutional self-citation, redundant output, and publication in its own journals, indicating a culture of external validation and robust research practices. However, this positive overview is contrasted by areas requiring strategic attention, most notably a significant gap between the impact of its total output and that of research where it holds a leadership role. This dependency on external partners for impact, along with medium-level alerts in retracted output and hyper-authorship, presents a potential challenge to its long-term scientific sovereignty. These findings are particularly relevant given the University's prominent national standing, with SCImago Institutions Rankings data placing it as a leader in Romania for Medicine (#1), Dentistry (#4), and Computer Science (#5). While a specific mission statement was not available for analysis, these integrity indicators are crucial; a dependency on external leadership for impact could undermine any mission centered on achieving self-sustaining research excellence and global leadership. To fully realize its potential, the University should focus on translating its collaborative success into a stronger core of institutional-led, high-impact research, thereby ensuring its scientific legacy is both influential and autonomous.
The University's Z-score of -1.412 is well below the national average of -0.712, indicating an exemplary and conservative approach to author affiliations. This result suggests that the institution's practices are in complete alignment with a national context that already shows low risk in this area. While multiple affiliations can be a legitimate outcome of researcher mobility or partnerships, the University's very low rate confirms the absence of any signals related to strategic attempts to inflate institutional credit or “affiliation shopping,” reflecting clear and transparent authorship policies.
The institution presents a Z-score of 0.023, which moderately deviates from the national average of -0.136, suggesting a higher incidence of retractions compared to its national peers. Retractions are complex events, and some can signify responsible supervision and the correction of honest errors. However, a rate notably higher than the country's baseline suggests that the institution's pre-publication quality control mechanisms may be facing challenges. This deviation warrants a qualitative review by management to understand the root causes and ensure that this trend does not point to a systemic vulnerability in its integrity culture or a lack of methodological rigor.
With a Z-score of -0.939, the University demonstrates a remarkable disconnection from the national trend (Z-score: 0.355), which shows a medium risk of institutional self-citation. This indicates that the institution actively avoids the 'echo chamber' dynamics observed elsewhere in the country. A certain level of self-citation is natural, reflecting ongoing research lines. However, the University's very low rate strongly suggests its work is validated by the broader international scientific community rather than through internal dynamics, effectively preventing any risk of endogamous impact inflation and showcasing a commitment to external scrutiny.
The University's Z-score of 0.679 is nearly identical to the national average of 0.639, indicating that its engagement with discontinued journals mirrors a systemic pattern across the country. This alignment suggests that the factors driving publication in such venues are likely shared across the national research ecosystem, possibly stemming from common evaluation policies or a lack of widespread information literacy. A medium-level risk in this area constitutes a critical alert regarding due diligence in selecting dissemination channels. It indicates that a portion of scientific output is being channeled through media that may not meet international ethical or quality standards, exposing the institution to reputational risks and highlighting a shared, national need to better equip researchers to avoid 'predatory' or low-quality practices.
The institution's Z-score of 0.564 for hyper-authored publications is significantly higher than the national average of 0.057, revealing a greater propensity for this practice compared to its peers, even within a shared medium-risk context. While extensive author lists are legitimate in 'Big Science' fields, a high Z-score outside these contexts can indicate author list inflation, which dilutes individual accountability. This heightened exposure suggests a need to verify that authorship attributions are based on meaningful contributions and to distinguish between necessary massive collaboration and the potential for 'honorary' or political authorship practices.
The University exhibits a Z-score of 3.790, a critical value that significantly amplifies the medium-risk trend already present at the national level (Z-score: 0.824). This result points to a pronounced gap where the institution's overall scientific impact is heavily reliant on research where it does not hold an intellectual leadership role. A very wide positive gap signals a critical sustainability risk, suggesting that its scientific prestige is largely dependent and exogenous, not structural. This finding urgently invites reflection on whether the institution's high-impact metrics result from its own core capacity or from strategic positioning in collaborations led by external partners, a dynamic that could compromise its long-term scientific autonomy.
With a Z-score of 0.124, the institution shows a moderate deviation from the national context (Z-score: -0.259), where hyperprolific authorship is not a notable risk. This suggests the presence of a small but significant cohort of authors with extremely high publication volumes. While high productivity can reflect leadership in large consortia, extreme volumes often challenge the limits of meaningful intellectual contribution. This signal 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 metrics over the integrity of the scientific record.
The University's Z-score of -0.268 demonstrates a clear and positive divergence from the national trend (Z-score: 0.842), which indicates a medium-level reliance on institutional journals. This suggests the institution has successfully insulated itself from the risks of academic endogamy prevalent in its environment. While in-house journals can be valuable for local dissemination, the University's low dependence on them avoids potential conflicts of interest and ensures its research undergoes independent external peer review. This practice strengthens the global visibility and competitive validation of its scientific output.
The institution shows a Z-score of -0.463, positioning it in stark contrast to the national average of 0.136, which signals a medium-level risk of redundant publications. This preventive isolation indicates that the University's research culture does not encourage data fragmentation or 'salami slicing.' While citing previous work is essential, the University's very low score confirms the absence of practices that artificially inflate productivity by dividing studies into minimal publishable units. This commitment to publishing complete, significant work upholds the integrity of the scientific evidence base and respects the academic review system.
