Universidade do Estado da Bahia

EXECUTIVE SUMMARY AND STRATEGIC VISION

The Universidade do Estado da Bahia demonstrates a solid overall performance in scientific integrity, with a low aggregate risk score of 0.071. The institution exhibits significant strengths in maintaining responsible authorship practices and ensuring its research undergoes rigorous external validation, effectively isolating itself from certain systemic risks prevalent at the national level. Key areas of excellence include a very low rate of publication in institutional journals and a prudent management of retractions and hyper-prolific authorship. However, areas requiring strategic attention have been identified, particularly a high exposure to risks associated with multiple affiliations, a dependency on external collaborations for impact, and a moderate deviation in publishing in discontinued journals. According to SCImago Institutions Rankings data, the university's strongest thematic areas nationally include Arts and Humanities (ranked 52nd in Brazil), Agricultural and Biological Sciences (75th), and Medicine (80th). To fully align with its mission of producing and disseminating high-quality knowledge, it is crucial to address the identified vulnerabilities, as they could undermine the perceived integrity and structural sustainability of its scientific contributions. By leveraging its clear strengths in internal quality control, the university is well-positioned to mitigate these risks and reinforce its commitment to academic excellence and social responsibility.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution's Z-score of 1.915 is significantly higher than the national average of 0.236, both of which fall within a medium-risk context. This result suggests a high exposure to this particular risk factor, indicating the center is more prone than its national peers to exhibiting patterns that could be scrutinized. While multiple affiliations are often legitimate, this elevated rate warrants a review to ensure these patterns reflect genuine collaboration rather than strategic attempts to inflate institutional credit or "affiliation shopping," which could compromise the transparency of its research ecosystem.

Rate of Retracted Output

With a Z-score of -0.296, the institution displays a more favorable profile than the national average of -0.094. This demonstrates a prudent approach, suggesting that the university manages its quality control processes with greater rigor than the national standard. Retractions can signify responsible supervision when they arise from honest error correction. In this case, the lower-than-average rate indicates that the institution's pre-publication mechanisms are likely effective, minimizing the incidence of systemic failures or recurring malpractice that would necessitate a higher volume of retractions.

Rate of Institutional Self-Citation

The institution shows remarkable resilience with a low-risk Z-score of -0.033, contrasting sharply with the medium-risk national average of 0.385. This indicates that the university's internal control mechanisms are effectively mitigating a risk that is more systemic across the country. By avoiding disproportionately high rates of self-citation, the institution successfully sidesteps the creation of scientific 'echo chambers' and ensures its work is validated by the broader external community, thereby preventing the endogamous inflation of its academic impact.

Rate of Output in Discontinued Journals

The institution's Z-score of 0.181 places it at a medium risk level, representing a moderate deviation from the low-risk national average of -0.231. This suggests a greater institutional sensitivity to this risk factor compared to its peers. A notable proportion of its scientific output is being channeled through media that may not meet international ethical or quality standards. This practice exposes the institution to severe reputational risks and signals an urgent need to improve due diligence and information literacy in the selection of dissemination channels to avoid association with 'predatory' or low-quality journals.

Rate of Hyper-Authored Output

The institution maintains a prudent profile with a Z-score of -0.501, which is below the national average of -0.212. This indicates that the university manages its authorship attribution with more rigor than the national standard. This controlled approach is effective in distinguishing between necessary massive collaboration, typical in 'Big Science,' and potentially problematic practices like author list inflation or 'honorary' authorships, thereby preserving individual accountability and transparency in its research publications.

Gap between Impact of total output and the impact of output with leadership

With a Z-score of 1.327, the institution shows high exposure to this risk, significantly exceeding the national average of 0.199. This wide positive gap suggests that the institution's scientific prestige is heavily dependent on external partners and may not be fully reflective of its own structural capacity. This reliance on collaborations where the university does not exercise intellectual leadership poses a sustainability risk, inviting a strategic reflection on how to build and showcase genuine internal research excellence rather than relying on strategic positioning in exogenous projects.

Rate of Hyperprolific Authors

The institution demonstrates a prudent profile in this area, with a Z-score of -0.805 that is lower than the national average of -0.739. This suggests that the university's processes are managed with more rigor than the national standard, effectively mitigating the risks associated with extreme individual publication volumes. By maintaining this balance, the institution avoids signals of potential coercive authorship or a prioritization of quantity over quality, reinforcing the integrity of its scientific record.

Rate of Output in Institutional Journals

The institution exhibits a pattern of preventive isolation, with a very low Z-score of -0.268 in stark contrast to the medium-risk national average of 0.839. This result indicates that the university does not replicate the risk dynamics observed elsewhere in the country. By minimizing its dependence on in-house journals, the institution actively avoids potential conflicts of interest and academic endogamy, ensuring its scientific production undergoes independent external peer review. This commitment strengthens its global visibility and demonstrates an operational standard that is independent of and more robust than the national trend.

Rate of Redundant Output

The institution's Z-score of -0.011, while in the low-risk category, is slightly higher than the national average of -0.203, signaling an incipient vulnerability. This subtle difference suggests the emergence of practices that warrant review before they escalate. A higher rate of bibliographic overlap can be an alert for data fragmentation or 'salami slicing,' where studies are divided into minimal units to inflate productivity. Although not currently a significant issue, monitoring this trend is advisable to ensure the focus remains on producing significant new knowledge rather than prioritizing publication volume.