| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.270 | 0.236 |
|
Retracted Output
|
-0.249 | -0.094 |
|
Institutional Self-Citation
|
-0.296 | 0.385 |
|
Discontinued Journals Output
|
-0.381 | -0.231 |
|
Hyperauthored Output
|
0.265 | -0.212 |
|
Leadership Impact Gap
|
1.554 | 0.199 |
|
Hyperprolific Authors
|
-1.413 | -0.739 |
|
Institutional Journal Output
|
-0.268 | 0.839 |
|
Redundant Output
|
-0.786 | -0.203 |
The Universidade Federal do Acre demonstrates a robust foundation of scientific integrity, reflected in an overall risk score of -0.255. This performance is anchored by exceptional control in several key areas, particularly in avoiding redundant publications, hyperprolific authorship, and the use of discontinued or institutional journals. These strengths align directly with the university's mission to "produce, systematize and disseminate knowledge," ensuring the credibility and quality of its academic output. The institution's thematic strengths, as evidenced by its SCImago Institutions Rankings, are most prominent in Arts and Humanities, Veterinary, and Earth and Planetary Sciences. However, to fully realize its mission of training "critical citizens and active in the development," attention should be directed toward medium-risk indicators such as the gap in research leadership impact and hyper-authorship. These areas, if unaddressed, could suggest a dependency on external partners and a dilution of individual accountability, subtly undermining the goal of fostering autonomous and impactful local leadership. By leveraging its solid integrity framework to address these specific vulnerabilities, the university can enhance its strategic positioning and ensure its research excellence translates directly into sustainable regional development.
The institution's Z-score of 0.270 for multiple affiliations is closely aligned with the national average of 0.236. This similarity suggests that the university's affiliation practices are not an isolated phenomenon but rather reflect a systemic pattern common across the national academic landscape. While multiple affiliations often arise from legitimate collaborations, this shared moderate signal indicates that both the institution and its national peers may be navigating similar pressures that could lead to strategic attempts to inflate institutional credit. The data points to a risk level that is consistent with shared national practices or regulatory environments, rather than a unique institutional issue requiring isolated intervention.
The institution exhibits a prudent profile with a Z-score of -0.249, which is notably lower than the national average of -0.094. This favorable gap suggests that the university's quality control processes are managed with greater rigor than the national standard. Retractions can be complex events, sometimes signifying responsible supervision in correcting honest errors. In this context, the institution's lower-than-average rate indicates that its pre-publication review and methodological oversight are functioning effectively, successfully minimizing the incidence of systemic failures or recurring malpractice that might otherwise lead to a higher volume of retracted work.
With a Z-score of -0.296, the institution demonstrates a significantly lower rate of self-citation compared to the national average of 0.385, which signals a medium-level risk for the country. This stark contrast highlights a strong institutional resilience, where internal policies and academic culture appear to successfully mitigate the systemic risks of insularity prevalent at the national level. A certain level of self-citation is natural; however, the country's higher average points to a broader tendency toward 'echo chambers.' The university effectively avoids this trend, indicating its work is validated through robust external scrutiny rather than relying on endogamous impact inflation, thereby ensuring its academic influence is recognized by the global community.
The institution demonstrates exemplary performance with a Z-score of -0.381, indicating a near-total absence of publications in discontinued journals and placing it well ahead of the low-risk national average of -0.231. This reflects a low-profile consistency where the institution's clean record aligns with and surpasses the national standard. This result is a critical indicator of strong due diligence in selecting dissemination channels. It confirms that the university's researchers are effectively avoiding the reputational damage and wasted resources associated with 'predatory' or low-quality publishing practices, thereby safeguarding the integrity of their scientific output.
The institution presents a Z-score of 0.265, which marks a moderate deviation from the national average of -0.212. This difference suggests the university shows a greater sensitivity to factors leading to hyper-authorship than its national peers. While extensive author lists are legitimate in 'Big Science,' their appearance outside these contexts can indicate author list inflation, which dilutes individual accountability. This signal warrants a closer look to distinguish between necessary massive collaboration and the potential for 'honorary' authorship practices that could compromise transparency in research contributions.
The institution's Z-score of 1.554 is significantly higher than the national average of 0.199, though both fall within a medium-risk pattern. This indicates that while reliance on external partners for impact is a shared national characteristic, the university exhibits a particularly high exposure to this dynamic. A wide positive gap, where overall impact is high but the impact of institution-led research is low, signals a sustainability risk. It suggests that the institution's scientific prestige may be largely dependent and exogenous, inviting a strategic reflection on whether its excellence metrics stem from genuine internal capacity or from a supporting role in collaborations where it does not exercise primary intellectual leadership.
The institution shows an exceptionally low Z-score of -1.413, disconnecting it entirely from the risk dynamics observed in its environment, where the national average is -0.739. This environmental disconnection highlights a robust internal governance that prevents the emergence of hyperprolificacy. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may signal imbalances between quantity and quality. The institution's very low score indicates that it effectively mitigates risks such as coercive authorship or the assignment of credit without real participation, prioritizing the integrity of the scientific record over the inflation of productivity metrics.
With a Z-score of -0.268, the institution demonstrates a preventive isolation from the risks associated with publishing in its own journals, especially when compared to the national average of 0.839, which indicates a medium-level risk nationwide. This result shows the center does not replicate the risk dynamics observed in its environment. While in-house journals can be valuable, excessive dependence on them raises conflict-of-interest concerns. The university's minimal use of such channels confirms that its scientific production overwhelmingly undergoes independent external peer review, thus avoiding academic endogamy, enhancing global visibility, and ensuring its research is validated through standard competitive processes.
The institution maintains a very low-risk profile with a Z-score of -0.786, positioning it favorably against the national average of -0.203. This demonstrates low-profile consistency, as the absence of risk signals in this area surpasses the already low-risk national standard. Massive bibliographic overlap between publications can indicate 'salami slicing'—the practice of fragmenting a study into minimal units to inflate productivity. The institution's excellent score suggests its research culture prioritizes the generation of significant new knowledge over volume, thereby upholding the integrity of the scientific evidence base and avoiding an unnecessary burden on the peer-review system.