| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.125 | 0.236 |
|
Retracted Output
|
-0.381 | -0.094 |
|
Institutional Self-Citation
|
0.553 | 0.385 |
|
Discontinued Journals Output
|
-0.023 | -0.231 |
|
Hyperauthored Output
|
-0.468 | -0.212 |
|
Leadership Impact Gap
|
0.145 | 0.199 |
|
Hyperprolific Authors
|
-1.070 | -0.739 |
|
Institutional Journal Output
|
-0.268 | 0.839 |
|
Redundant Output
|
-0.500 | -0.203 |
Universidade Federal de Alagoas (UFAL) presents a robust scientific integrity profile, reflected in a low overall risk score of -0.254. The institution demonstrates exceptional control over critical integrity areas, with virtually no risk signals related to retracted publications, hyperprolific authorship, redundant output, or reliance on institutional journals. Areas requiring strategic attention include a moderate rate of institutional self-citation and a noticeable gap in impact between collaborative and institution-led research, which suggest opportunities to enhance external validation and internal scientific leadership. This solid operational foundation supports UFAL's strong academic positioning, as evidenced by its national leadership in key disciplines according to SCImago Institutions Rankings data, including top-tier rankings in Earth and Planetary Sciences, Physics and Astronomy, Business, Management and Accounting, and Chemistry. This performance strongly aligns with the university's mission to uphold "ethics" and serve as a "support of excellence." The identified moderate risks, while not critical, represent a frontier where reinforcing integrity practices can further solidify this commitment, ensuring that the pursuit of excellence is built on transparent and globally recognized contributions. By leveraging its demonstrated strengths in research integrity to address these moderate vulnerabilities, UFAL is well-positioned to consolidate its role as a national benchmark for responsible and high-impact science.
The institution shows a moderate signal for multiple affiliations (Z-score: 0.125), which is notably lower than the national average (Z-score: 0.236). This suggests that UFAL is effectively moderating a risk that is more common throughout the country's research system. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, disproportionately high rates can signal strategic attempts to inflate institutional credit. UFAL's differentiated management in this area indicates a more controlled approach to collaborative frameworks, reducing the risk of “affiliation shopping” compared to its national peers.
With a Z-score of -0.381, UFAL demonstrates a near-total absence of retracted publications, performing significantly better than the already low-risk national benchmark (Z-score: -0.094). This exceptional result points to highly effective quality control mechanisms prior to publication. A rate significantly higher than the global average alerts to a vulnerability in an institution's integrity culture, indicating possible recurring malpractice or a lack of methodological rigor. In contrast, UFAL's performance signifies a robust and responsible research environment where the correction of the scientific record is rarely needed, reflecting a strong commitment to producing reliable and sound science.
The university's rate of institutional self-citation presents a moderate risk signal (Z-score: 0.553), a level that is more pronounced than the national average (Z-score: 0.385). This indicates a higher-than-average tendency for the institution's research to cite other work from the same institution. Disproportionately high rates can signal concerning scientific isolation or 'echo chambers' where the institution validates its own work without sufficient external scrutiny. This heightened exposure warns of a potential risk of endogamous impact inflation, suggesting that the institution's academic influence may be oversized by internal dynamics rather than broader recognition from the global scientific community.
UFAL's rate of publication in discontinued journals is low (Z-score: -0.023), but it is slightly more visible than the national trend (Z-score: -0.231). This subtle deviation suggests an incipient vulnerability that warrants monitoring before it can escalate. A high proportion of output in such journals constitutes a critical alert regarding due diligence in selecting dissemination channels. Although the current level is not alarming, this signal indicates a potential weakness in information literacy that could expose the institution to reputational risks if not addressed, highlighting the need to reinforce guidance on avoiding 'predatory' or low-quality publishing practices.
The institution maintains a very low rate of hyper-authored publications (Z-score: -0.468), demonstrating more rigorous control over this practice than the national standard (Z-score: -0.212). This prudent profile is a positive indicator of authorship integrity. When this pattern appears outside 'Big Science' contexts, a high Z-score can indicate author list inflation, diluting individual accountability and transparency. UFAL's data suggests a healthy approach, effectively distinguishing between necessary massive collaboration and questionable 'honorary' or political authorship practices.
UFAL exhibits a moderate gap between its overall publication impact and the impact of research where it holds a leadership role (Z-score: 0.145). This value, while indicating a degree of dependency, is lower than the national average (Z-score: 0.199), pointing to effective management of a systemic challenge in the country. A very wide positive gap—where global impact is high but the impact of research led by the institution itself is low—signals a sustainability risk. UFAL's relative moderation of this trend suggests a healthier balance, but it still invites reflection on how to strengthen internal capacity to ensure that its high-impact research is increasingly driven by its own intellectual leadership.
The institution shows a complete absence of hyperprolific authors, with a Z-score of -1.070 that is well below the already low national figure (Z-score: -0.739). This is a clear strength, indicating a research culture that prioritizes substance over sheer volume. Extreme individual publication volumes often challenge the limits of human capacity for meaningful intellectual contribution and can point to risks such as coercive authorship or the assignment of authorship without real participation. UFAL's excellent result in this area suggests a balanced and healthy distribution of academic productivity, reinforcing the integrity of its scientific record.
UFAL demonstrates a very low reliance on its own institutional journals (Z-score: -0.268), a stark contrast to the moderate-risk trend observed nationally (Z-score: 0.839). This clear disconnection from the national dynamic is a significant indicator of good governance. Excessive dependence on in-house journals raises conflicts of interest, as the institution acts simultaneously as judge and party, and may indicate the use of internal channels as 'fast tracks' to inflate CVs. By choosing external dissemination channels, UFAL effectively avoids these risks, ensuring its research undergoes independent peer review and competes for global visibility, thereby strengthening the credibility of its scientific output.
With a Z-score of -0.500, UFAL shows a negligible rate of redundant publications, performing better than the low-risk national average (Z-score: -0.203). This result reflects a strong commitment to publishing complete and significant research. Massive and recurring bibliographic overlap between simultaneous publications usually indicates data fragmentation or 'salami slicing.' A high value alerts to the practice of dividing a coherent study into minimal publishable units to artificially inflate productivity. UFAL's data suggests its researchers are focused on generating substantive new knowledge rather than prioritizing publication volume, a practice that aligns with the highest standards of scientific integrity.