| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.346 | -0.035 |
|
Retracted Output
|
-0.531 | 0.749 |
|
Institutional Self-Citation
|
1.568 | 0.192 |
|
Discontinued Journals Output
|
2.269 | 1.127 |
|
Hyperauthored Output
|
-0.831 | -0.822 |
|
Leadership Impact Gap
|
-1.338 | -0.112 |
|
Hyperprolific Authors
|
0.834 | -0.501 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
-1.186 | 0.313 |
The University of Transport Technology presents a robust yet dual-faceted scientific integrity profile, with an overall score of 0.296 reflecting significant strengths alongside specific areas requiring strategic attention. The institution demonstrates exceptional performance in maintaining a very low rate of retractions, redundant publications, and output in institutional journals, and shows a commendable balance between its collaborative impact and the impact of its own led research. These strengths form a solid foundation of research quality. However, this is contrasted by medium-risk indicators in multiple affiliations, institutional self-citation, hyperprolific authorship, and a notable rate of publication in discontinued journals, all of which exceed national averages. These vulnerabilities could potentially undermine the institution's mission to provide "high-quality human resources" and align with "international development trends." The University's strong positioning in key thematic areas, particularly its Top 3 national ranking in Earth and Planetary Sciences according to SCImago Institutions Rankings data, highlights its capacity for excellence. To fully realize its mission, it is crucial to address these integrity risks, ensuring that its operational practices fully support its stated commitment to quality and global integration. A proactive approach to reinforcing publication strategies and authorship policies will enable the University to leverage its academic strengths and secure its long-term reputation.
The institution's Z-score is 0.346, while the national average is -0.035. This represents a moderate deviation from the national standard, indicating that the institution is more sensitive to this particular risk factor than its peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the higher rate at the University of Transport Technology warrants a closer look. It signals a potential vulnerability to practices that could be interpreted as strategic attempts to inflate institutional credit or “affiliation shopping,” where affiliations are sought primarily for ranking benefits rather than substantive collaboration.
The institution's Z-score is -0.531, in stark contrast to the national average of 0.749. This excellent result demonstrates a form of preventive isolation, where the institution does not replicate the risk dynamics observed in its national environment. A low retraction rate is a strong indicator of responsible supervision and robust quality control mechanisms prior to publication. This performance suggests that the institution has successfully cultivated an integrity culture that effectively prevents the types of recurring malpractice or lack of methodological rigor that may be more prevalent elsewhere in the country.
The institution's Z-score is 1.568, substantially higher than the national average of 0.192. Although both fall within a medium-risk context, this score indicates that the institution has a high exposure to this risk and is more prone to showing alert signals than its environment. A certain level of self-citation is natural, reflecting the continuity of research lines. However, this disproportionately high rate can signal concerning scientific isolation or 'echo chambers' where the institution validates its own work without sufficient external scrutiny. This pattern warns of the risk of endogamous impact inflation, suggesting that the institution's academic influence may be oversized by internal dynamics rather than global community recognition.
The institution's Z-score is 2.269, which is significantly higher than the national average of 1.127. This value indicates a high exposure to this risk, suggesting the center is more prone to this practice than its national peers. A high proportion of publications in discontinued journals constitutes a critical alert regarding due diligence in selecting dissemination channels. This Z-score indicates that a significant portion of scientific production is being channeled through media that do not meet international ethical or quality standards, exposing the institution to severe reputational risks and suggesting an urgent need for information literacy to avoid wasting resources on 'predatory' or low-quality practices.
The institution's Z-score of -0.831 is nearly identical to the national average of -0.822. This alignment points to a state of statistical normality, where the risk level is as expected for its context and size. The institution's authorship patterns are consistent with national practices and do not show signs of author list inflation. This indicates a healthy approach to collaboration, distinguishing between necessary teamwork and the questionable practice of 'honorary' or political authorship, thereby maintaining individual accountability and transparency.
The institution's Z-score is -1.338, a very low value that is well below the national average of -0.112. This demonstrates a low-profile consistency, where the absence of risk signals aligns with, and even improves upon, the national standard. A negative or low score in this indicator is a positive sign, suggesting that the institution's scientific prestige is structural and not overly dependent on external partners. This result reflects a strong internal capacity for generating impactful research, indicating that the institution exercises intellectual leadership in its collaborations.
The institution's Z-score is 0.834, marking a moderate deviation from the national average of -0.501. This difference suggests the institution shows a greater sensitivity to this risk factor than its peers. While high productivity can evidence leadership, extreme individual publication volumes often challenge the limits of meaningful intellectual contribution. This indicator level alerts to potential imbalances between quantity and quality, pointing to risks such as coercive authorship, 'salami slicing,' or the assignment of authorship without real participation—dynamics that prioritize metrics over scientific record integrity.
The institution's Z-score of -0.268 is identical to the national average. This signifies a state of integrity synchrony and total alignment with an environment of maximum scientific security in this regard. In-house journals can be valuable, but this very low rate confirms that the institution is not overly dependent on them. This practice avoids potential conflicts of interest and academic endogamy, ensuring that its scientific production consistently undergoes independent external peer review and is not channeled through internal 'fast tracks' that bypass standard competitive validation.
The institution's Z-score is -1.186, a very low value that contrasts sharply with the medium-risk national average of 0.313. This positive result indicates a successful preventive isolation, where the center avoids the risk dynamics present in its environment. The institution's practices effectively guard against data fragmentation or 'salami slicing,' where a study is divided into minimal publishable units to artificially inflate productivity. This low score is a testament to a research culture that prioritizes the generation of significant new knowledge over the pursuit of volume, thereby strengthening the scientific record.
