| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.024 | 0.236 |
|
Retracted Output
|
-0.259 | -0.094 |
|
Institutional Self-Citation
|
0.360 | 0.385 |
|
Discontinued Journals Output
|
0.481 | -0.231 |
|
Hyperauthored Output
|
-0.606 | -0.212 |
|
Leadership Impact Gap
|
-0.275 | 0.199 |
|
Hyperprolific Authors
|
-1.413 | -0.739 |
|
Institutional Journal Output
|
-0.268 | 0.839 |
|
Redundant Output
|
-1.186 | -0.203 |
Universidade Federal do Tocantins presents a robust scientific integrity profile, reflected in an overall risk score of -0.232, which indicates a performance largely aligned with best practices, albeit with specific areas for strategic improvement. The institution demonstrates exceptional strength in maintaining a low-risk environment, particularly in preventing hyperprolific authorship, redundant publications, and reliance on institutional journals, showcasing a culture that prioritizes quality over quantity. However, areas of medium risk, such as the rate of output in discontinued journals, institutional self-citation, and multiple affiliations, require targeted attention. These indicators, while managed better than or in line with national patterns, could potentially undermine the core tenets of the university's mission: to produce knowledge with "innovation and quality." Specifically, publishing in low-quality venues or creating citation 'echo chambers' contradicts the pursuit of excellence and broad social impact. The university's strong academic positioning, evidenced by its SCImago Institutions Rankings in key areas like Biochemistry, Genetics and Molecular Biology (38th in Brazil), Medicine (56th), and Agricultural and Biological Sciences (65th), provides a solid foundation. By addressing the identified vulnerabilities, the institution can further secure its reputation and ensure its valuable contributions to the social and environmental development of Tocantins and the Legal Amazon are built on a foundation of unimpeachable scientific integrity.
The institution presents a Z-score of 0.024, which is notably lower than the national average of 0.236. This suggests that while the university operates within a national context where multiple affiliations are a common practice, its internal management moderates this trend more effectively than its peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this moderate signal warrants attention to ensure all declared affiliations are substantive. By maintaining this differentiated management, the institution can prevent strategic attempts to inflate institutional credit or "affiliation shopping," thereby upholding transparency in its collaborative footprint.
With a Z-score of -0.259, significantly lower than the national average of -0.094, the institution demonstrates a prudent and rigorous profile in its publication quality control. This very low incidence of retractions suggests that the university's pre-publication review and supervision mechanisms are more robust than the national standard. Retractions are complex events, and a low rate signifies a healthy integrity culture where methodological rigor is prioritized, minimizing the risk of systemic failures in quality control that could lead to recurring malpractice.
The institution's Z-score for self-citation is 0.360, a value nearly identical to the national average of 0.385. This alignment indicates that the university's citation practices reflect a systemic pattern shared across the country's research ecosystem. A certain level of self-citation is natural and reflects the continuity of established research lines. However, this medium-level indicator warns of a potential 'echo chamber' effect, where the institution's work may not be receiving sufficient external scrutiny. This poses a risk of endogamous impact inflation, suggesting that academic influence could be oversized by internal dynamics rather than by broader recognition from the global scientific community.
The university shows a Z-score of 0.481 in this indicator, marking a moderate deviation from the national average of -0.231. This discrepancy suggests the institution has a greater sensitivity to this risk factor than its peers, with a higher tendency to publish in journals that are later delisted. This score constitutes a critical alert regarding due diligence in selecting dissemination channels. It indicates that a significant portion of scientific production is being channeled through media that may 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.
With a Z-score of -0.606, well below the national average of -0.212, the institution exhibits a prudent and well-managed approach to authorship. This low rate indicates that authorship practices are likely transparent and rigorous, effectively distinguishing between necessary massive collaboration and potential author list inflation. This profile suggests a culture that values individual accountability and avoids 'honorary' or political authorship, thereby strengthening the integrity and transparency of its research contributions.
The institution demonstrates significant institutional resilience with a Z-score of -0.275, contrasting sharply with the national average of 0.199. This result shows that the university effectively mitigates a systemic risk prevalent in the country, where institutional impact is often dependent on external collaborations. The institution's balanced profile indicates that its scientific prestige is built upon its own structural capacity and intellectual leadership. This reflects a sustainable model where excellence metrics result from real internal capabilities rather than a strategic dependency on partners, a key strength that sets it apart from the national trend.
The university's Z-score of -1.413 is exceptionally low, performing even better than the low-risk national average of -0.739. This absence of risk signals demonstrates a consistent and healthy research environment. Such a low incidence of hyperprolific authorship points to a strong institutional balance between quantity and quality. It suggests a culture that discourages practices like coercive authorship or data fragmentation, which prioritize metric inflation over the integrity of the scientific record, ensuring that intellectual contributions remain meaningful.
The institution displays a clear preventive isolation from national trends, with a Z-score of -0.268 against a country average of 0.839. While there is a medium-level risk of academic endogamy in the country, the university does not replicate this dynamic, indicating a strong commitment to external validation. By avoiding excessive dependence on in-house journals, the institution mitigates potential conflicts of interest and ensures its scientific production undergoes independent external peer review. This practice enhances global visibility and confirms that its research competes on merit rather than using internal channels as 'fast tracks' to inflate CVs.
With a Z-score of -1.186, the institution maintains a very low-risk profile that is significantly better than the already low national average of -0.203. This near-total absence of signals related to redundant publication is a strong indicator of scientific integrity. It suggests an institutional focus on producing coherent, impactful studies rather than artificially inflating productivity by dividing research into 'minimal publishable units.' This commitment to generating significant new knowledge over mere volume reinforces the quality of its scientific output and shows respect for the academic review system.