| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.127 | -0.712 |
|
Retracted Output
|
-0.540 | -0.136 |
|
Institutional Self-Citation
|
0.870 | 0.355 |
|
Discontinued Journals Output
|
1.727 | 0.639 |
|
Hyperauthored Output
|
-0.986 | 0.057 |
|
Leadership Impact Gap
|
0.273 | 0.824 |
|
Hyperprolific Authors
|
0.549 | -0.259 |
|
Institutional Journal Output
|
0.984 | 0.842 |
|
Redundant Output
|
1.161 | 0.136 |
The University Dunarea de Jos of Galati presents a profile of notable thematic strengths combined with moderate, yet systemic, risks to its scientific integrity. With an overall score of 0.415, the institution demonstrates a solid foundation but also reveals areas where operational practices could be better aligned with its strategic ambitions. Key strengths are evident in its exceptionally low rate of retracted output and its effective management of hyper-authorship and impact dependency, performing better than the national average in these areas. However, a cluster of medium-risk indicators, particularly concerning publication in discontinued journals, redundant output, and institutional self-citation, signal vulnerabilities that require strategic attention. These risks stand in contrast to the University's clear leadership in specific research fields, as evidenced by its SCImago Institutions Rankings, where it holds top national positions in Agricultural and Biological Sciences (#1) and Business, Management and Accounting (#3), along with strong Top 10 rankings in Engineering and Energy. The institution's mission to achieve "international standards" and "ensure the visibility of fundamental and applied research" is directly challenged by practices that could be perceived as endogamous or lacking in due diligence. To bridge this gap, the University is encouraged to leverage this report as a diagnostic tool to refine its research governance, thereby ensuring that its demonstrated academic excellence is built upon a foundation of unimpeachable scientific integrity and global best practices.
The institution presents a Z-score of 0.127, which indicates a moderate deviation from the national benchmark of -0.712. This suggests that the University shows a greater sensitivity to risk factors associated with multiple affiliations than its national peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the observed divergence from the country's norm warrants a review of internal patterns. It is important to ensure that this trend reflects genuine, productive collaboration rather than strategic attempts to inflate institutional credit or "affiliation shopping," which could dilute the University's distinct academic identity.
With a Z-score of -0.540, the University demonstrates an exceptionally low incidence of retracted publications, performing significantly better than the national average of -0.136. This result represents a low-profile consistency, where the absence of risk signals aligns with, and even improves upon, the national standard. Retractions can be complex, but such a low rate is a strong positive indicator. It suggests that the institution's quality control mechanisms and supervisory processes prior to publication are robust and effective, reflecting a culture of methodological rigor and scientific responsibility that successfully prevents systemic errors or malpractice.
The University's Z-score for institutional self-citation is 0.870, placing it at a higher exposure level compared to the national average of 0.355. Although this indicator falls within a medium-risk band shared across the country, the institution's higher value suggests it is more prone to these dynamics. A certain level of self-citation is natural, but this disproportionately high rate could signal the formation of scientific 'echo chambers'. This trend warns of a potential for endogamous impact inflation, where the institution's academic influence might be oversized by internal validation rather than broader recognition from the global scientific community, potentially limiting the reach and external validation of its research.
The institution exhibits a Z-score of 1.727 in this category, a figure that indicates high exposure and is substantially higher than the national average of 0.639. This is a critical alert regarding the due diligence applied in selecting publication venues. A high Z-score indicates that a significant portion of the University's scientific production is being channeled through media that fail to meet international ethical or quality standards. This practice exposes the institution to severe reputational risks and suggests an urgent need to enhance information literacy among researchers to avoid wasting resources on 'predatory' or low-quality journals that undermine the credibility of their work.
With a Z-score of -0.986, the University shows a low rate of hyper-authored publications, contrasting with the national Z-score of 0.057, which points to a medium-risk environment. This demonstrates institutional resilience, as internal control mechanisms appear to successfully mitigate systemic risks prevalent in the country. This positive result suggests that the University has effective policies or a strong academic culture that distinguishes between necessary massive collaboration in "Big Science" and questionable practices like author list inflation or 'honorary' authorships. By doing so, the institution effectively preserves individual accountability and transparency in its research contributions.
The University's Z-score of 0.273 is considerably lower than the national average of 0.824, indicating a differentiated and more effective management of this risk. A wide positive gap can signal that an institution's prestige is overly dependent on external partners where it does not hold intellectual leadership. The University's more contained gap suggests a healthier balance, indicating that its scientific prestige is more structurally sound and less reliant on exogenous factors. This reflects a stronger internal capacity for producing high-impact research, aligning well with the goal of developing sustainable, home-grown academic excellence.
The institution's Z-score of 0.549 marks a moderate deviation from the national context, where the average is -0.259. This indicates that the University is more sensitive to the risks associated with hyperprolific authors than its peers. While high productivity can be legitimate, extreme individual publication volumes often challenge the limits of meaningful intellectual contribution. This signal alerts to potential imbalances between quantity and quality, pointing to the need to investigate risks such as coercive authorship, data fragmentation, or the assignment of authorship without real participation—dynamics that prioritize metric inflation over the integrity of the scientific record.
With a Z-score of 0.984, the University shows a high exposure to this risk, exceeding the national average of 0.842. This elevated rate warns of a potential conflict of interest, as the institution acts as both judge and party in the publication process. An excessive dependence on in-house journals can lead to academic endogamy, where research may bypass rigorous, independent external peer review. This practice limits the global visibility and competitive validation of the work, and may indicate the use of internal channels as 'fast tracks' to inflate publication counts without meeting international standards.
The University's Z-score for redundant output is 1.161, a value indicating high exposure and significantly exceeding the national average of 0.136. This pronounced difference is a serious alert for the practice of "salami slicing," where a single coherent study is fragmented into minimal publishable units to artificially inflate productivity metrics. This practice not only distorts the available scientific evidence but also overburdens the peer-review system. It suggests a focus on publication volume over the generation of significant new knowledge, which can compromise the institution's research quality and reputation.