| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.702 | -0.712 |
|
Retracted Output
|
-0.606 | -0.136 |
|
Institutional Self-Citation
|
-0.198 | 0.355 |
|
Discontinued Journals Output
|
0.543 | 0.639 |
|
Hyperauthored Output
|
-0.007 | 0.057 |
|
Leadership Impact Gap
|
1.892 | 0.824 |
|
Hyperprolific Authors
|
-1.413 | -0.259 |
|
Institutional Journal Output
|
-0.268 | 0.842 |
|
Redundant Output
|
-0.118 | 0.136 |
The University of Medicine, Pharmacy, Science and Technology of Targu Mures demonstrates a robust scientific integrity profile, reflected in an overall risk score of -0.233. The institution exhibits exceptional control over key integrity indicators, particularly in the near-absence of retracted publications, hyperprolific authorship, and reliance on institutional journals, positioning it as a benchmark of good practice within the national context. Thematic strengths, according to SCImago Institutions Rankings data, are concentrated in specialized areas such as Dentistry (ranking 3rd nationally), as well as Agricultural and Biological Sciences and Environmental Science (both in the national top 10). However, this strong foundation is contrasted by a significant vulnerability in the gap between its overall research impact and the impact of work where it holds intellectual leadership, a risk to which it is more exposed than the national average. This dependency on external partners for prestige could challenge the University's mission to foster the "assertion of national scientific values" and develop genuine internal capacity. To fully align its operational reality with its strategic vision of excellence and ethical leadership, the institution is encouraged to leverage its solid integrity culture to develop strategies that strengthen its research autonomy and ensure its long-term scientific sustainability.
The institution's Z-score of -0.702 is nearly identical to the national average of -0.712, indicating a risk level that is perfectly aligned with its operational context. This statistical normality suggests that the University's collaboration and affiliation patterns are standard for its size and environment. While disproportionately high rates of multiple affiliations can sometimes signal strategic attempts to inflate institutional credit or “affiliation shopping,” the current data shows no such anomalies. The observed rate reflects legitimate researcher mobility and partnerships, fitting squarely within the expected national behavior without raising concerns about its affiliation practices.
With a Z-score of -0.606, the institution demonstrates an exceptionally low rate of retracted publications, performing significantly better than the already low-risk national average of -0.136. This near-total absence of risk signals is a clear indicator of robust and effective pre-publication quality control mechanisms. This low-profile consistency, which surpasses the national standard, suggests a deeply embedded culture of integrity and methodological rigor. It confirms that, far from facing systemic failures, the University's supervisory processes are functioning at an exemplary level, safeguarding the scientific record responsibly.
The institution displays a low Z-score of -0.198 in institutional self-citation, demonstrating notable resilience against a practice more prevalent at the national level, where the average score is a medium-risk 0.355. This indicates that the University's control mechanisms effectively mitigate the country's systemic risks in this area. A certain level of self-citation is natural, but the institution successfully avoids the disproportionately high rates that can signal scientific isolation or 'echo chambers.' By maintaining a low level of self-referencing, the University ensures its work is validated by the broader scientific community, reinforcing that its academic influence is based on global recognition rather than endogamous impact inflation.
The institution's Z-score of 0.543 places it in the medium-risk category, yet it reflects a more controlled situation than the national average of 0.639. This suggests a differentiated management approach, where the University moderates a risk that appears to be common throughout the country. Nonetheless, a medium-risk score constitutes an alert regarding due diligence in selecting dissemination channels. It indicates that a portion of its scientific production is being channeled through media that may not meet international ethical or quality standards. This exposes the institution to reputational risks and highlights a need to reinforce information literacy among its researchers to avoid wasting resources on 'predatory' or low-quality publishing practices.
With a low Z-score of -0.007, the institution effectively resists the national trend, which registers a medium-risk score of 0.057. This demonstrates significant institutional resilience, suggesting that its internal control mechanisms act as a filter against the systemic risk of authorship inflation observed in the country. While extensive author lists are legitimate in 'Big Science' contexts, the University's low score indicates that it successfully maintains transparency and individual accountability in its publications. This performance suggests a culture that distinguishes between necessary massive collaboration and questionable 'honorary' authorship practices.
The institution shows a high exposure to this risk, with a Z-score of 1.892 that is more than double the national average of 0.824. This value indicates that the center is significantly more prone to this alert signal than its environment. Such a wide positive gap—where global impact is high but the impact of research led by the institution itself is low—signals a critical sustainability risk. It strongly suggests that the University's scientific prestige is largely dependent and exogenous, not structural. This metric invites urgent reflection on whether its excellence indicators result from genuine internal capacity or from a strategic positioning in collaborations where the institution does not exercise intellectual leadership.
The institution's Z-score of -1.413 signifies a complete absence of risk signals related to hyperprolific authors, a result that is even stronger than the low-risk national average of -0.259. This low-profile consistency demonstrates an exemplary balance between productivity and quality. While high productivity can be legitimate, extreme publication volumes often challenge the limits of meaningful intellectual contribution. The University's excellent score indicates that it is not exposed to risks such as coercive authorship or the assignment of authorship without real participation, reinforcing a culture that prioritizes the integrity of the scientific record over the inflation of metrics.
With a Z-score of -0.268, the institution shows a very low reliance on its own journals, effectively isolating itself from a risk dynamic that is much more pronounced at the national level (Z-score of 0.842). This preventive isolation is a sign of strong governance. While in-house journals can be valuable for local dissemination, the University avoids the conflicts of interest and academic endogamy that arise from their excessive use. By channeling its research through external, independent peer-reviewed venues, the institution ensures its scientific production undergoes standard competitive validation and achieves greater global visibility, steering clear of using internal channels as potential 'fast tracks' to inflate CVs.
The institution's low Z-score of -0.118 indicates effective control over redundant publications, showcasing resilience against a risk that is more common nationally (Z-score of 0.136). This suggests that the University's internal mechanisms successfully mitigate the national tendency toward this practice. Massive bibliographic overlap between publications often indicates data fragmentation or 'salami slicing' to artificially inflate productivity. The institution's prudent profile in this area demonstrates a commitment to publishing significant new knowledge rather than distorting the scientific evidence by dividing studies into minimal publishable units, thereby respecting the integrity of the research and review systems.