| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.161 | -0.062 |
|
Retracted Output
|
-0.578 | -0.050 |
|
Institutional Self-Citation
|
-1.095 | 0.045 |
|
Discontinued Journals Output
|
2.163 | -0.024 |
|
Hyperauthored Output
|
-1.356 | -0.721 |
|
Leadership Impact Gap
|
2.311 | -0.809 |
|
Hyperprolific Authors
|
-1.413 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-1.186 | -0.515 |
Baise University presents a robust scientific integrity profile, characterized by a low overall risk score of 0.041 and exceptional performance in the majority of indicators. The institution demonstrates significant strengths, with very low risk levels in six key areas, including Retracted Output, Institutional Self-Citation, and Redundant Output, indicating a solid foundation of responsible research practices. However, this strong performance is contrasted by medium-risk alerts in three specific areas: a high rate of publication in discontinued journals, a notable gap between its overall research impact and the impact of work led by its own researchers, and a higher-than-average rate of multiple affiliations. The university's main thematic strengths, according to SCImago Institutions Rankings data, lie in Agricultural and Biological Sciences, Environmental Science, and Mathematics. While the institution's formal mission statement was not available for this analysis, the identified risks could challenge any strategic goal centered on achieving genuine academic excellence and social responsibility. Specifically, channeling research into low-quality journals and depending on external partners for impact are misaligned with the principles of sustainable leadership and scholarly rigor. To build upon its solid integrity framework, it is recommended that the university focuses on implementing targeted strategies to mitigate these three vulnerabilities, thereby ensuring its operational practices fully align with its academic ambitions.
The institution's Z-score for multiple affiliations is 0.161, which represents a moderate deviation from the national average of -0.062. This suggests the university shows a greater sensitivity to this particular risk factor than its national peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this noticeable difference warrants a closer review. It is important to verify that these affiliations reflect genuine, substantive collaborations and are not being used as a strategic tool for "affiliation shopping" to artificially inflate institutional credit or visibility.
With a Z-score of -0.578, the institution demonstrates a very low rate of retracted publications, a figure that is even more favorable than the already low national average of -0.050. This low-profile consistency indicates that the university's pre-publication quality control mechanisms are robust and function effectively within the national context. The absence of significant risk signals in this area suggests a healthy integrity culture where responsible supervision and methodological rigor successfully prevent systemic errors, reinforcing the reliability of its scientific output.
The university shows a remarkably low rate of institutional self-citation, with a Z-score of -1.095, which stands in stark contrast to the national average (0.045) that signals a medium-level risk. This result indicates a form of preventive isolation, where the institution successfully avoids the risk dynamics prevalent in its environment. By maintaining a strong external focus, the university mitigates the risk of creating scientific "echo chambers" and ensures its academic influence is validated by the broader global community rather than being endogamously inflated by internal citation practices.
The institution's rate of publication in discontinued journals (Z-score: 2.163) reveals a moderate deviation from the national benchmark (-0.024), indicating a greater institutional sensitivity to this risk. This finding serves as a critical alert regarding the due diligence processes for selecting publication venues. A high Z-score suggests that a significant portion of scientific production is being channeled through media that may not meet international ethical or quality standards. This practice exposes the institution to severe reputational risks and points to an urgent need for enhanced information literacy to prevent the misallocation of resources to predatory or low-impact journals.
The institution's Z-score of -1.356 for hyper-authored publications is significantly lower than the national average of -0.721, demonstrating a commendable low-profile consistency. This absence of risk signals indicates that authorship practices are well-managed and do not show signs of inflation. This suggests that, within the institution's context, there is a clear distinction between necessary massive collaboration and questionable practices like "honorary" authorships, thereby preserving individual accountability and transparency in its research contributions.
A monitoring alert is triggered by the institution's Z-score of 2.311 in this indicator, an unusually high level when compared to the national standard of -0.809. This wide positive gap, where the institution's overall impact is significantly higher than the impact of the research it leads, signals a potential sustainability risk. It suggests that its scientific prestige may be largely dependent and exogenous, stemming from strategic positioning in collaborations where it does not exercise intellectual leadership. This finding calls for a strategic review to assess whether its excellence metrics reflect genuine internal capacity or an over-reliance on external partners.
The institution exhibits a Z-score of -1.413, indicating a very low incidence of hyperprolific authors, which contrasts sharply with the national average of 0.425. This demonstrates a clear case of preventive isolation, where the university does not replicate the risk dynamics observed at the national level. By avoiding extreme individual publication volumes that challenge the limits of meaningful intellectual contribution, the institution effectively mitigates risks such as coercive authorship or "salami slicing," thereby prioritizing the quality and integrity of the scientific record over the inflation of quantitative metrics.
With a Z-score of -0.268, the institution's rate of publication in its own journals is very low and aligns with the low-risk national average (-0.010). This low-profile consistency shows that the university avoids excessive dependence on its in-house journals. This practice is crucial for preventing conflicts of interest and the risk of academic endogamy, ensuring that its scientific production is validated through independent external peer review and achieves visibility within the global scientific community rather than being confined to internal "fast tracks."
The institution demonstrates total operational silence regarding redundant publications, with a Z-score of -1.186 that is significantly lower than the already low national average (-0.515). This absence of risk signals, even below the national baseline, strongly indicates that the practice of "salami slicing"—fragmenting a single study into minimal publishable units to artificially inflate productivity—is not a concern. This reflects a commendable focus on generating significant new knowledge over prioritizing publication volume, thus upholding the integrity of the scientific evidence base.
