Universidade Federal Rural da Amazonia

Region/Country

Latin America
Brazil
Universities and research institutions

Overall

-0.283

Integrity Risk

very low

Indicators relating to the period 2020-2024

Indicator University Z-score Average country Z-score
Multi-affiliation
0.187 0.236
Retracted Output
-0.287 -0.094
Institutional Self-Citation
1.274 0.385
Discontinued Journals Output
0.024 -0.231
Hyperauthored Output
-0.673 -0.212
Leadership Impact Gap
-1.000 0.199
Hyperprolific Authors
-1.413 -0.739
Institutional Journal Output
-0.268 0.839
Redundant Output
-0.637 -0.203
0 represents the global average
AI-generated summary report

EXECUTIVE SUMMARY AND STRATEGIC VISION

The Universidade Federal Rural da Amazonia presents a robust scientific integrity profile, marked by an overall score of -0.283. This reflects a solid foundation with exceptional strengths in areas of authorial practice and intellectual leadership, particularly in the low rates of hyperprolific authors, redundant output, and a minimal gap between its overall impact and the impact of research it leads. These strengths are complemented by the institution's outstanding thematic positioning, as evidenced by SCImago Institutions Rankings data, with top national rankings in Veterinary, Energy, and Agricultural and Biological Sciences. This focus aligns perfectly with its mission to "contribute to the sustainable development of the Amazon." However, the analysis also reveals medium-risk vulnerabilities in institutional self-citation and publication in discontinued journals. These specific risks could challenge the mission's core tenets of sharing high-quality, globally validated knowledge and training qualified professionals, as they suggest potential insularity and a need for greater diligence in dissemination. To fully realize its strategic vision, the institution is encouraged to leverage its clear strengths in research integrity to address these specific areas, thereby ensuring its contributions to Amazonian development are built on a foundation of unquestionable scientific excellence and global relevance.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution's Z-score for this indicator is 0.187, while the national average for Brazil is 0.236. This proximity in scores suggests that the university's affiliation patterns are consistent with a systemic practice common throughout the national research landscape. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, their prevalence at both the institutional and national levels points to a shared operational dynamic. The key for the institution is to ensure its collaborative framework is driven by genuine scientific synergy rather than strategic attempts to inflate institutional credit, maintaining transparency in its partnerships to uphold research integrity.

Rate of Retracted Output

With a Z-score of -0.287, significantly lower than the national average of -0.094, the institution demonstrates a prudent and rigorous profile regarding post-publication corrections. This indicates that its quality control and supervision mechanisms are more effective than the national standard. Retractions can be complex, sometimes resulting from honest error correction. However, this institution's very low rate suggests that its pre-publication review processes are robust, systemically preventing the types of methodological flaws or potential malpractice that often lead to retractions, thereby safeguarding its scientific record and reputation.

Rate of Institutional Self-Citation

The institution exhibits a Z-score of 1.274 in this area, a figure substantially higher than the national average of 0.385. This result indicates a high exposure to the risks associated with this practice, making the university more prone to these alert signals than its national peers. While a certain level of self-citation is natural, reflecting the continuity of research lines, this disproportionately high rate warns of potential scientific isolation or 'echo chambers.' There is a significant risk that the institution's academic influence may be oversized by internal dynamics rather than validated by sufficient external scrutiny from the global scientific community, potentially creating an endogamous inflation of its perceived impact.

Rate of Output in Discontinued Journals

The institution's Z-score of 0.024 contrasts with the country's score of -0.231, showing a moderate deviation from the national trend. This suggests the university has a greater sensitivity to the risk of publishing in questionable outlets compared to 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 its scientific production is being channeled through media that may not meet international ethical or quality standards, exposing the institution to reputational risks and signaling a need to reinforce information literacy among its researchers to avoid predatory or low-quality practices.

Rate of Hyper-Authored Output

The institution maintains a Z-score of -0.673, which is well below the national average of -0.212. This demonstrates a prudent profile, suggesting that the university manages its authorship practices with more rigor than the national standard. While extensive author lists are legitimate in 'Big Science,' a high rate outside these contexts can indicate author list inflation. The institution's low score in this area is a positive sign that it effectively distinguishes between necessary massive collaboration and questionable practices like 'honorary' authorship, thereby promoting individual accountability and transparency in its research output.

Gap between Impact of total output and the impact of output with leadership

The institution shows exceptional performance with a Z-score of -1.000, starkly contrasting with the national medium-risk average of 0.199. This demonstrates a clear preventive isolation, where the university does not replicate the risk dynamics of dependency observed elsewhere in the country. A wide positive gap often signals that scientific prestige is reliant on external partners, not on internal capacity. This institution's result indicates the opposite: its excellence metrics are derived from structural, internal capabilities, with its scientific impact being driven by research where it exercises direct intellectual leadership, a hallmark of a mature and sustainable scientific ecosystem.

Rate of Hyperprolific Authors

With a Z-score of -1.413, the institution shows a complete absence of risk signals related to hyperprolific authors, a figure that is even lower than the country's low-risk score of -0.739. This low-profile consistency aligns with a healthy national standard and points to a well-balanced research environment. 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 successfully avoids dynamics such as coercive authorship or the assignment of credit without real participation, prioritizing the integrity of the scientific record over inflated metrics.

Rate of Output in Institutional Journals

The institution's Z-score of -0.268 places it in the very low-risk category, effectively isolating it from the medium-risk trend seen at the national level (0.839). This preventive stance is a significant strength. Excessive dependence on in-house journals can raise conflicts of interest and lead to academic endogamy, where production bypasses independent external peer review. By not relying on this practice, the institution ensures its research is validated through standard competitive channels, enhancing its global visibility and avoiding the use of internal 'fast tracks' that can inflate publication counts without rigorous external validation.

Rate of Redundant Output

The institution's Z-score of -0.637 is firmly in the very low-risk category, demonstrating an absence of risk signals that aligns with, and improves upon, the national standard (-0.203). This low-profile consistency indicates strong editorial oversight and ethical practices among its researchers. A high rate of redundant output, or 'salami slicing,' points to the practice of fragmenting studies into minimal publishable units to artificially inflate productivity. This institution's excellent score suggests its research culture prioritizes the generation of significant new knowledge over the volume of publications, thereby contributing responsibly to the scientific record.

This report was automatically generated using Google Gemini to provide a brief analysis of the university scores.
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