| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.236 | 0.236 |
|
Retracted Output
|
-0.306 | -0.094 |
|
Institutional Self-Citation
|
0.588 | 0.385 |
|
Discontinued Journals Output
|
-0.134 | -0.231 |
|
Hyperauthored Output
|
0.361 | -0.212 |
|
Leadership Impact Gap
|
-0.647 | 0.199 |
|
Hyperprolific Authors
|
-1.413 | -0.739 |
|
Institutional Journal Output
|
-0.268 | 0.839 |
|
Redundant Output
|
0.577 | -0.203 |
The Universidade Federal do Oeste do Pará presents a solid overall integrity profile, with a global score of -0.219 indicating a risk level below the international average. The institution demonstrates significant strengths in maintaining very low rates of hyperprolific authorship and output in its own journals, coupled with a commendable ability to generate impact through its own intellectual leadership. These strengths are particularly relevant given its prominent national standing in key research areas, including a top-10 position in Arts and Humanities and strong rankings in Veterinary, Earth and Planetary Sciences, and Pharmacology, according to SCImago Institutions Rankings data. However, this positive outlook is tempered by medium-risk indicators in institutional self-citation, hyper-authorship, and redundant publications, which suggest a potential systemic pressure towards quantitative metrics. These vulnerabilities could undermine the core mission of producing and socializing credible knowledge for Amazonian development, as they risk creating an 'echo chamber' that limits external validation and genuine innovation. A strategic focus on reinforcing quality-centric evaluation policies will be crucial to ensure that the institution's scientific output fully aligns with its commitment to excellence and social responsibility.
The institution's Z-score (0.236) is identical to the national average for Brazil (0.236), indicating that its affiliation practices reflect a systemic pattern common throughout the country's academic environment. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this alignment at a medium-risk level suggests the institution is operating within shared national academic norms that may include strategic attempts to inflate institutional credit. This synchrony points not to an isolated institutional issue, but to a widespread practice that warrants observation at a national policy level.
With a Z-score of -0.306, the institution demonstrates a more prudent profile in managing its published record compared to the national average of -0.094. This lower rate suggests that its quality control mechanisms prior to publication are more rigorous than the national standard. Rather than indicating systemic failures, this value points towards a culture of responsible supervision and effective pre-publication vetting, which minimizes the need for post-publication corrections and strengthens the credibility of its scientific output.
The institution exhibits high exposure to this risk, with a Z-score of 0.588 that is notably higher than the national average of 0.385. This suggests the center is more prone than its peers to developing scientific 'echo chambers' where work is validated internally without sufficient external scrutiny. Such a disproportionately high rate warns of a potential for endogamous impact inflation, where the institution's academic influence might be oversized by internal citation dynamics rather than by genuine recognition from the global scientific community.
The institution's Z-score of -0.134, while in the low-risk category, points to an incipient vulnerability when compared to the lower national average of -0.231. This subtle difference suggests that while the issue is not critical, the institution's researchers may be slightly more exposed than their national counterparts to publishing in channels that do not meet international ethical or quality standards. This serves as an early warning to reinforce due diligence and information literacy in selecting dissemination venues to avoid future reputational risks associated with 'predatory' or low-quality practices.
A moderate deviation is observed in this indicator, with the institution's Z-score at 0.361 (medium risk) compared to the country's low-risk average of -0.212. This discrepancy suggests the institution has a greater sensitivity to factors that encourage author list inflation than its national peers. Outside of 'Big Science' contexts where large author lists are normal, this pattern can dilute individual accountability and transparency. The deviation serves as a signal to review authorship practices to distinguish between necessary large-scale collaboration and potentially 'honorary' attributions.
The institution demonstrates notable resilience, with a Z-score of -0.647 that contrasts sharply with the country's medium-risk score of 0.199. This indicates that the institution's control mechanisms are effectively mitigating a systemic risk present at the national level. A low score here is a sign of strength, suggesting that scientific prestige is not dependent on external partners but is driven by genuine internal capacity. This result confirms that the institution's excellence metrics are a product of its own intellectual leadership, ensuring a sustainable and autonomous research profile.
With a Z-score of -1.413, the institution shows a complete absence of risk signals related to hyperprolific authorship, a profile that is even stronger than the low-risk national average (-0.739). This low-profile consistency demonstrates a healthy institutional culture where the balance between quantity and quality is maintained. It effectively avoids the risks associated with extreme publication volumes, such as coercive authorship or the prioritization of metrics over the integrity of the scientific record, ensuring that intellectual contributions remain meaningful.
The institution demonstrates a clear preventive isolation from national risk dynamics, with a very low Z-score of -0.268 in stark contrast to the country's medium-risk score of 0.839. This shows the institution does not rely on its own journals for dissemination, thereby avoiding the conflicts of interest and academic endogamy that can arise when an institution acts as both judge and party. This commitment to external validation ensures its scientific production undergoes independent peer review, which is fundamental for achieving global visibility and credibility.
A moderate deviation is evident, as the institution's Z-score of 0.577 (medium risk) is significantly higher than the country's low-risk average of -0.203. This indicates a greater institutional sensitivity to practices like 'salami slicing,' where a single study is fragmented into minimal publishable units to artificially inflate productivity metrics. This practice not only overburdens the peer review system but also distorts the available scientific evidence. The high value warrants a review of publication strategies to ensure that the focus remains on generating significant new knowledge rather than on volume.
