| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.743 | 0.236 |
|
Retracted Output
|
-0.343 | -0.094 |
|
Institutional Self-Citation
|
-0.254 | 0.385 |
|
Discontinued Journals Output
|
1.021 | -0.231 |
|
Hyperauthored Output
|
-0.522 | -0.212 |
|
Leadership Impact Gap
|
-1.149 | 0.199 |
|
Hyperprolific Authors
|
-1.413 | -0.739 |
|
Institutional Journal Output
|
-0.268 | 0.839 |
|
Redundant Output
|
-1.186 | -0.203 |
Universidade do Vale do Itajai presents a robust and balanced scientific integrity profile, with an overall risk score of -0.148 that indicates a general alignment with sound research practices. The institution demonstrates exceptional strengths in areas critical to sustainable and autonomous research, showing very low risk in the intellectual leadership of its output, the prevention of hyperprolific authorship, the avoidance of academic endogamy through institutional journals, and the integrity of its publication units. These strengths are reflected in its competitive positioning within Brazil, particularly in the SCImago Institutions Rankings for Business, Management and Accounting; Pharmacology, Toxicology and Pharmaceutics; and Social Sciences. However, two areas require strategic attention: a high exposure to multiple affiliation practices and a moderate deviation in publishing in discontinued journals. These vulnerabilities could undermine the institution's mission to form "critical and ethical citizens" and produce reliable "collective solutions," as they risk prioritizing metrics over methodological rigor and reputational diligence. To fully align its operational practices with its stated mission, the university is encouraged to reinforce its guidance on author affiliations and implement stricter quality controls for selecting publication venues, thereby safeguarding its well-earned academic reputation.
The institution's Z-score of 0.743 is notably higher than the national average of 0.236. This result suggests that the university is more exposed to the dynamics of multiple affiliations than its peers within a national context that already shows a medium level of this activity. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this heightened rate warrants a review. It could signal strategic attempts to inflate institutional credit or "affiliation shopping," a practice that, if unmonitored, could dilute the clarity of institutional contributions and create reputational ambiguity.
With a Z-score of -0.343, the institution demonstrates a more prudent profile than the national standard (-0.094). This indicates that the university manages its pre-publication quality control processes with greater rigor than the average in its environment. The lower-than-average rate of retractions suggests that its mechanisms for ensuring methodological soundness and ethical oversight are effective, reflecting a responsible culture of scientific supervision and a commitment to the integrity of the academic record.
The university shows significant institutional resilience, with a low-risk Z-score of -0.254 in contrast to the country's medium-risk score of 0.385. This demonstrates that the institution's control mechanisms successfully mitigate a systemic risk prevalent at the national level. A certain level of self-citation is natural, but the university avoids the disproportionately high rates that can signal scientific isolation or 'echo chambers.' This result indicates that the institution's academic influence is validated by the global community rather than being inflated by endogamous internal dynamics.
A moderate deviation is observed in this indicator, where the institution's Z-score of 1.021 contrasts sharply with the country's low-risk average of -0.231. This suggests the center has a greater sensitivity to this risk factor than its peers. A high proportion of publications in discontinued journals is a critical alert regarding due diligence in selecting dissemination channels. This score indicates that a significant portion of the university's scientific production may be channeled through media that do not meet international ethical or quality standards, exposing it to severe reputational risks and suggesting an urgent need for information literacy to avoid wasting resources on 'predatory' or low-quality practices.
The institution maintains a prudent profile with a Z-score of -0.522, which is lower than the national average of -0.212. This demonstrates that the university manages its authorship attribution processes with more rigor than the national standard. The data suggests a healthy distinction between necessary massive collaboration and the potential for 'honorary' or political authorship practices, thereby preserving individual accountability and transparency in its research output.
The institution exhibits a pattern of preventive isolation from national trends, with a very low Z-score of -1.149 compared to the country's medium-risk score of 0.199. This result is a strong indicator of sustainable and autonomous research excellence. It suggests that the university's scientific prestige is not dependent on external partners but is driven by genuine internal capacity and intellectual leadership. This structural strength ensures that its high-impact research is a direct result of its own capabilities, avoiding the sustainability risks associated with prestige that is primarily exogenous.
With a Z-score of -1.413, the institution shows low-profile consistency, performing even better than the country's already low-risk average of -0.739. The complete absence of risk signals in this area aligns with a national standard of responsible productivity. This indicates a healthy balance between quantity and quality, steering clear of the risks associated with extreme publication volumes, such as coercive authorship or the assignment of credit without meaningful intellectual contribution, thus upholding the integrity of its scientific record.
The university demonstrates preventive isolation from a common vulnerability in the national system, with a very low Z-score of -0.268 against the country's medium-risk score of 0.839. This indicates a strong commitment to external validation and global visibility. By avoiding excessive dependence on its own journals, the institution ensures its scientific production bypasses potential conflicts of interest and academic endogamy. This practice confirms that its research is validated through standard, competitive peer-review channels rather than using internal 'fast tracks' that might compromise scientific rigor.
The institution's Z-score of -1.186 reflects low-profile consistency when compared to the national average of -0.203. This absence of risk signals indicates that the university's research culture does not encourage the practice of data fragmentation or 'salami slicing.' The very low score confirms that its authors prioritize the publication of coherent, significant studies over the artificial inflation of productivity metrics, thereby contributing meaningful knowledge to the scientific community and respecting the integrity of the peer-review system.