| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.539 | 0.236 |
|
Retracted Output
|
-0.230 | -0.094 |
|
Institutional Self-Citation
|
1.614 | 0.385 |
|
Discontinued Journals Output
|
0.172 | -0.231 |
|
Hyperauthored Output
|
-0.992 | -0.212 |
|
Leadership Impact Gap
|
-0.634 | 0.199 |
|
Hyperprolific Authors
|
-1.413 | -0.739 |
|
Institutional Journal Output
|
4.163 | 0.839 |
|
Redundant Output
|
-0.962 | -0.203 |
The Universidade Federal Rural do Semi-Arido (UFERSA) demonstrates a solid overall scientific integrity profile, with a global risk score of 0.138 that indicates a robust foundation and effective governance in key areas. The institution exhibits significant strengths in maintaining low-risk profiles for hyperprolific authorship, redundant output, and hyper-authored publications, suggesting a culture that prioritizes quality and accountability. However, areas requiring strategic attention have been identified, particularly concerning publication channels and citation patterns, with medium-risk levels in institutional self-citation, output in discontinued journals, and a notably high rate of publication in its own institutional journals. According to SCImago Institutions Rankings data, UFERSA's thematic strengths are concentrated in areas highly relevant to its regional focus, including top national rankings in Veterinary (35th), Energy (53rd), Agricultural and Biological Sciences (55th), and Mathematics (55th). These results are closely aligned with its mission to "produce and disseminate knowledge...with emphasis on the semi-arid region of Brazil." Nevertheless, the identified risks in dissemination practices could potentially undermine this mission by limiting the global reach and external validation of its research, thereby affecting its capacity to fully "meet the demands of society" with knowledge recognized at an international standard. To fully leverage its thematic excellence and honor its commitment to citizenship, it is recommended that UFERSA focuses on diversifying its publication strategies to enhance global visibility and reinforce the external validation of its valuable scientific contributions.
The institution presents a Z-score of -0.539, which contrasts favorably with the national average of 0.236. This result demonstrates strong institutional resilience, as UFERSA maintains a low-risk profile in an environment where multiple affiliations are a more common, medium-risk practice. While multiple affiliations can be legitimate, this controlled rate suggests that the institution has effective mechanisms to prevent strategic "affiliation shopping" or the artificial inflation of institutional credit, ensuring that researcher affiliations accurately reflect their substantive contributions and collaborations.
With a Z-score of -0.230, the institution shows a more prudent profile than the national average of -0.094. Although both scores fall within a low-risk range, UFERSA's lower value indicates that its processes are managed with greater rigor than the national standard. Retractions can signal issues in pre-publication quality control. Therefore, this superior performance suggests that the institution's integrity culture and methodological supervision are particularly effective at minimizing both unintentional errors and potential malpractice, safeguarding the reliability of its scientific record.
The institution's Z-score of 1.614 is significantly higher than the national average of 0.385, even though both are categorized as medium risk. This indicates a high exposure to the risks associated with academic endogamy. A certain level of self-citation is natural, but this disproportionately high rate suggests the institution is more prone than its national peers to operating within an 'echo chamber,' where its work is validated internally without sufficient external scrutiny. This practice carries the risk of inflating the institution's perceived impact through internal dynamics rather than genuine recognition from the global scientific community.
A moderate deviation is observed, with the institution registering a Z-score of 0.172 (medium risk) compared to the country's low-risk average of -0.231. This suggests UFERSA has a greater sensitivity to this particular 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 portion of the university's scientific output is being channeled through media that may not meet international ethical or quality standards, exposing it to reputational risks and signaling an urgent need to improve information literacy among its researchers to avoid predatory practices.
The institution demonstrates a prudent profile with a Z-score of -0.992, well below the national average of -0.212. While both scores are in the low-risk category, UFERSA's significantly lower rate indicates more rigorous management of authorship practices. This suggests that, compared to the national standard, the institution is less susceptible to author list inflation or the inclusion of 'honorary' authorships, thereby promoting greater individual accountability and transparency in its collaborative research projects.
The institution shows a Z-score of -0.634, indicating a low-risk profile that stands in stark contrast to the national medium-risk average of 0.199. This demonstrates notable institutional resilience and scientific autonomy. A wide positive gap can signal that an institution's prestige is dependent on external partners. UFERSA's negative gap, however, suggests that its scientific excellence is structural and derived from genuine internal capacity, reflecting strong intellectual leadership in its collaborations rather than a reliance on partners for impact.
With a Z-score of -1.413, the institution shows a complete absence of risk signals, performing even better than the low-risk national average of -0.739. This low-profile consistency aligns with a healthy research environment. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution. The lack of this signal at UFERSA indicates a culture that successfully balances quantity and quality, avoiding potential risks such as coercive authorship or the prioritization of metrics over the integrity of the scientific record.
The institution's Z-score of 4.163 is exceptionally high, far exceeding the national average of 0.839, although both fall within the medium-risk category. This reveals a very high exposure to the risks of academic endogamy and potential conflicts of interest. Excessive dependence on in-house journals, where the institution is both judge and party, suggests that a significant portion of its scientific production might be bypassing independent external peer review. This practice limits global visibility and may indicate the use of internal channels as 'fast tracks' to inflate productivity without standard competitive validation.
The institution's Z-score of -0.962 places it in the very low-risk category, showing stronger performance than the already low-risk national average of -0.203. This low-profile consistency demonstrates a robust commitment to scientific integrity. A high rate of bibliographic overlap can indicate 'salami slicing'—the practice of fragmenting a study into minimal units to inflate productivity. The absence of this signal at UFERSA suggests its researchers prioritize the publication of coherent, significant studies over volume, thereby protecting the scientific record and respecting the academic review system.
