| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.117 | 0.236 |
|
Retracted Output
|
-0.212 | -0.094 |
|
Institutional Self-Citation
|
0.284 | 0.385 |
|
Discontinued Journals Output
|
-0.223 | -0.231 |
|
Hyperauthored Output
|
1.088 | -0.212 |
|
Leadership Impact Gap
|
1.515 | 0.199 |
|
Hyperprolific Authors
|
-0.846 | -0.739 |
|
Institutional Journal Output
|
-0.268 | 0.839 |
|
Redundant Output
|
-0.225 | -0.203 |
Universidade Estadual de Feira de Santana presents a balanced scientific integrity profile, with an overall risk score of -0.075 that indicates a general alignment with expected standards, yet with clear areas of opportunity and strength. The institution's primary vulnerabilities lie in a high rate of hyper-authored publications and a significant gap between its overall research impact and the impact of work where it holds intellectual leadership, suggesting a dependency on external collaboration for prestige. Conversely, its most notable strengths are an exceptionally low reliance on institutional journals, which insulates it from the risk of academic endogamy common at the national level, and prudent management of retractions and hyperprolific authorship. According to SCImago Institutions Rankings data, these operational characteristics support a strong thematic performance, particularly in Arts and Humanities, Dentistry, Medicine, and Biochemistry, Genetics and Molecular Biology. To fully realize its mission of fostering "integral formation" and "regional development," the university should focus on converting its collaborative impact into structural, internal capacity. Strengthening intellectual leadership and ensuring transparent authorship practices will be key to guaranteeing that its scientific excellence is both sustainable and fully aligned with its commitment to social responsibility.
The institution presents a Z-score of 0.117, which is below the national average of 0.236. Although both the university and the country operate within a medium-risk context for this indicator, the institution demonstrates more effective management of this issue than its national peers. This suggests a differentiated approach that moderates a risk that appears more common in the broader Brazilian system. While multiple affiliations can be legitimate, disproportionately high rates can signal strategic attempts to inflate institutional credit. The university's more controlled rate indicates a lower propensity for "affiliation shopping," reflecting a healthier and more transparent approach to collaborative credit attribution compared to the national trend.
With a Z-score of -0.212, the institution shows a lower rate of retracted publications compared to the national average of -0.094. This prudent profile suggests that the university's quality control and supervision mechanisms are more rigorous than the national standard. Retractions are complex events, and a rate significantly lower than the norm is a positive signal. It indicates that the institution's pre-publication review processes are likely effective in preventing the types of unintentional errors or methodological flaws that can lead to retractions, thereby safeguarding its scientific record and reinforcing its culture of integrity.
The university's Z-score for institutional self-citation is 0.284, which, while indicating a medium-risk level, is notably lower than the national average of 0.385. This demonstrates a differentiated management strategy, where the institution successfully moderates a risk that is more pronounced across the country. A certain level of self-citation is natural, but high rates can create 'echo chambers' that inflate impact through endogamous validation. By maintaining a lower rate than its peers, the institution shows a greater orientation toward external scrutiny and global community recognition, reducing the risk that its academic influence is oversized by internal dynamics.
The institution's Z-score of -0.223 is statistically aligned with the national average of -0.231, indicating a normal and expected level of risk for its context. This alignment shows that the university's researchers exercise a standard level of due diligence in selecting publication channels, consistent with their peers across the country. A low rate in this indicator is positive, as it suggests that the institution is not significantly channeling its scientific production through media that fail to meet international ethical or quality standards, thus avoiding the reputational damage associated with 'predatory' practices.
With a Z-score of 1.088, the institution shows a moderate deviation from the national standard, which sits at a low-risk Z-score of -0.212. This discrepancy suggests the university has a greater sensitivity to factors leading to hyper-authorship than its national peers. Outside of 'Big Science' contexts where extensive author lists are normal, this pattern can indicate author list inflation, which dilutes individual accountability and transparency. This signal warrants a review to distinguish between necessary massive collaboration and potential 'honorary' or political authorship practices that could compromise the integrity of its research credit.
The institution exhibits a Z-score of 1.515 in this indicator, a figure that reveals high exposure to this risk, especially when compared to the national average of 0.199. Although both are in the medium-risk category, the university's value is significantly higher, suggesting a pronounced dependency on external partners for achieving high-impact research. This wide gap signals a potential sustainability risk, where scientific prestige may be more exogenous than structural. It invites a critical reflection on whether the institution's excellence metrics stem from genuine internal capacity or from strategic positioning in collaborations where it does not exercise primary intellectual leadership.
The institution's Z-score of -0.846 is slightly lower than the national average of -0.739, reflecting a prudent profile in managing author productivity. This indicates that the university's processes are governed with more rigor than the national standard. A low incidence of hyperprolific authors is a healthy sign, suggesting a good balance between quantity and quality of output. It points away from risks such as coercive authorship or the assignment of credit without real participation, reinforcing a culture where meaningful intellectual contribution is prioritized over the simple inflation of publication metrics.
The university demonstrates a remarkable strength in this area, with a very low-risk Z-score of -0.268, in stark contrast to the country's medium-risk average of 0.839. This represents a case of preventive isolation, where the institution consciously avoids replicating a risk dynamic prevalent in its environment. By not relying on in-house journals, the university sidesteps potential conflicts of interest and academic endogamy, where production might bypass independent external peer review. This choice enhances the global visibility and credibility of its research, signaling a strong commitment to validation by the international scientific community.
With a Z-score of -0.225, the institution's rate of redundant output is in close alignment with the national average of -0.203. This reflects a state of statistical normality, where the risk level is as expected for its context. The low score indicates that the practice of dividing a single study into 'minimal publishable units' to artificially inflate productivity is not a significant concern. This suggests that the university's research culture values the generation of significant new knowledge over the mere maximization of publication volume, contributing positively to the integrity of the scientific record.