| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.398 | 0.236 |
|
Retracted Output
|
-0.343 | -0.094 |
|
Institutional Self-Citation
|
0.121 | 0.385 |
|
Discontinued Journals Output
|
-0.184 | -0.231 |
|
Hyperauthored Output
|
-0.361 | -0.212 |
|
Leadership Impact Gap
|
0.881 | 0.199 |
|
Hyperprolific Authors
|
-1.413 | -0.739 |
|
Institutional Journal Output
|
-0.268 | 0.839 |
|
Redundant Output
|
-0.493 | -0.203 |
The Universidade Federal do Sul e Sudeste do Pará (Unifesspa) demonstrates a robust scientific integrity profile, reflected in an overall score of -0.261, which indicates a performance generally superior to the global baseline. The institution's primary strengths lie in its exceptionally low rates of hyperprolific authorship, redundant output (salami slicing), and, most notably, a clear disconnection from the national trend of publishing in institutional journals, signaling a strong commitment to external validation and global visibility. These positive indicators are complemented by a prudent management of retracted publications and hyper-authored output. However, areas requiring strategic attention include a high dependency on external collaborations for scientific impact and a rate of multiple affiliations that exceeds the national average. These results are contextualized by Unifesspa's significant research capacity, evidenced by its strong national rankings in key thematic areas such as Veterinary (ranked 73rd in Brazil), Energy (74th), and Chemistry (88th), according to SCImago Institutions Rankings data. To fully align with its mission of producing knowledge for a "fair and democratic society," it is crucial to address the identified vulnerabilities. A dependency on external leadership for impact could limit the institution's capacity to generate endogenous knowledge that directly advances the quality of life in its region. By leveraging its demonstrated culture of integrity, Unifesspa is well-positioned to strengthen its intellectual leadership and ensure its scientific prestige is both sustainable and structurally sound, fully realizing its foundational mission.
With a Z-score of 0.398, the institution shows a higher incidence of multiple affiliations compared to the national average of 0.236. This result suggests a high exposure to this particular risk dynamic, as the center is more prone to showing alert signals than its national environment, which already operates at a medium-risk level. While multiple affiliations can be a legitimate outcome of collaboration, disproportionately high rates can signal strategic attempts to inflate institutional credit or "affiliation shopping." This elevated value warrants a review of affiliation policies to ensure they reflect genuine collaborative contributions and do not create an artificial inflation of the institution's perceived research footprint.
The institution exhibits a Z-score of -0.343, which is notably lower than the national average of -0.094. This indicates a prudent profile, suggesting that the university's quality control mechanisms are managed with more rigor than the national standard. Retractions are complex events, and a low rate is a positive sign. It suggests that the institution's pre-publication review processes are effective in preventing the systemic failures or lack of methodological rigor that can lead to later withdrawals. This performance reflects a healthy integrity culture where potential errors are likely identified and corrected before they enter the scientific record.
The university's Z-score for institutional self-citation is 0.121, significantly lower than the national average of 0.385. This demonstrates a differentiated management approach, where the institution successfully moderates a risk that appears to be more common 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 reliance on external scrutiny and global community recognition, effectively mitigating the risk of its academic influence being oversized by internal dynamics.
The institution's Z-score of -0.184 is nearly identical to the national average of -0.231, indicating a state of statistical normality. The risk level is low and as expected for its context and size, without any significant deviation from the national pattern. While a high proportion of publications in discontinued journals can be a critical alert for a lack of due diligence in selecting dissemination channels, the current value does not suggest a systemic problem. This alignment indicates that the institution's researchers are navigating the publishing landscape with a level of awareness consistent with their national counterparts.
With a Z-score of -0.361, the institution demonstrates a lower rate of hyper-authored publications than the national average of -0.212. This prudent profile suggests that the university's research practices are more rigorous than the national standard in this regard. While extensive author lists are legitimate in 'Big Science,' a lower-than-average score outside these contexts is a positive signal. It indicates a reduced risk of author list inflation and a stronger culture of individual accountability, helping to distinguish necessary massive collaboration from potentially problematic 'honorary' authorship practices.
The institution presents a Z-score of 0.881, a value substantially higher than the national average of 0.199. This signals a high exposure to this risk, indicating that the center is more prone than its national environment to showing a significant gap between its overall impact and the impact of work where it holds intellectual leadership. A wide positive gap suggests that the institution's scientific prestige may be dependent and exogenous, not structural. This result invites a strategic reflection on whether its high-impact metrics result from genuine internal capacity or from a positioning in collaborations where it does not lead, posing a long-term risk to research sustainability and autonomy.
The institution's Z-score of -1.413 is exceptionally low, positioning it well below the national average of -0.739. This demonstrates a low-profile consistency, where the complete absence of risk signals is even more pronounced than the already low-risk national standard. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may point to risks such as coercive authorship or the assignment of authorship without real participation. The university's virtually non-existent rate in this indicator is a strong testament to an environment that prioritizes the quality and integrity of the scientific record over the sheer quantity of output.
With a Z-score of -0.268, the institution shows a near-total absence of this practice, in stark contrast to the national average of 0.839, which indicates a medium-level risk nationwide. This represents a case of preventive isolation, where the center does not replicate the risk dynamics observed in its environment. Excessive dependence on in-house journals can raise conflicts of interest and lead to academic endogamy, bypassing independent external peer review. By avoiding this channel, the university reinforces its commitment to global standards of validation, enhances the international visibility of its research, and avoids the risk of using internal journals as 'fast tracks' to inflate productivity.
The institution has a Z-score of -0.493, indicating a very low risk that is significantly below the national average of -0.203. This result reflects a low-profile consistency, where the absence of risk signals is more marked than in the already low-risk national context. A high rate of redundant output often indicates 'salami slicing'—the practice of dividing a single study into minimal publishable units to artificially inflate productivity, which distorts the scientific evidence base. The university's excellent performance here suggests a culture that values the publication of significant, coherent new knowledge over the maximization of publication counts.
