| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.175 | 0.236 |
|
Retracted Output
|
1.084 | -0.094 |
|
Institutional Self-Citation
|
0.409 | 0.385 |
|
Discontinued Journals Output
|
0.240 | -0.231 |
|
Hyperauthored Output
|
-0.780 | -0.212 |
|
Leadership Impact Gap
|
0.291 | 0.199 |
|
Hyperprolific Authors
|
-1.413 | -0.739 |
|
Institutional Journal Output
|
-0.268 | 0.839 |
|
Redundant Output
|
-1.186 | -0.203 |
The Universidade Federal do Agreste de Pernambuco presents a scientific integrity profile with a solid foundation and specific, high-priority areas for strategic intervention, reflected in an overall risk score of 0.124. The institution demonstrates notable strengths in maintaining ethical authorship and publication standards, evidenced by very low risk levels in the rates of hyperprolific authors, redundant output (salami slicing), and publication in institutional journals. These areas suggest a robust culture of individual responsibility and a commitment to external validation. However, this positive landscape is critically challenged by a significant alert in the Rate of Retracted Output, which is a severe outlier compared to the national context. This, coupled with medium-risk indicators in institutional self-citation, publication in discontinued journals, and a dependency on external collaborations for impact, points to vulnerabilities in pre-publication quality control and strategic dissemination. According to SCImago Institutions Rankings data, the university holds strong thematic positions in Agricultural and Biological Sciences, Veterinary, Earth and Planetary Sciences, and Environmental Science. To fully align with its mission "to foster, produce and disseminate knowledge and innovation," it is imperative to address these integrity risks. The high rate of retractions and publication in questionable journals directly contradicts the goal of disseminating reliable knowledge and undermines the principles of socio-environmental sustainability. By focusing on strengthening quality assurance mechanisms and enhancing due diligence in publication choices, the institution can safeguard its reputation, ensure its research excellence translates into credible impact, and fully honor its commitment to social responsibility.
The institution demonstrates effective control in an area of moderate national risk, with a Z-score of -0.175 compared to Brazil's score of 0.236. This suggests the presence of institutional resilience, where internal mechanisms appear to successfully mitigate systemic risks prevalent in the broader environment. While multiple affiliations can arise from legitimate collaborations, the university's prudent profile indicates it is not contributing to practices like strategic "affiliation shopping" aimed at artificially inflating institutional credit, thereby maintaining a clear and transparent representation of its collaborative footprint.
A severe discrepancy exists between the institution's Z-score of 1.084 and the national average of -0.094, signaling an atypical and urgent risk that requires a deep integrity assessment. Retractions can result from honest corrections, but a rate this significantly above the norm suggests that quality control mechanisms prior to publication may be failing systemically. This is not an isolated issue; it points to a critical vulnerability in the institution's integrity culture, indicating possible recurring malpractice or a lack of methodological rigor that demands immediate qualitative verification and intervention by management to protect the credibility of its entire research enterprise.
The institution's Z-score of 0.409 is nearly identical to the national average of 0.385, indicating its citation practices align with a systemic pattern shared across the country. While a certain level of self-citation is natural for developing research lines, this moderate risk level warns of potential scientific isolation or 'echo chambers.' The alignment with a national trend suggests a shared risk of endogamous impact inflation, where the institution's academic influence could be perceived as being oversized by internal dynamics rather than validated by robust recognition from the global scientific community.
The institution shows a greater sensitivity to risk factors than its national peers, with a Z-score of 0.240 in contrast to the country's score of -0.231. This moderate deviation serves as a critical alert regarding the due diligence applied in selecting dissemination channels. A high Z-score indicates that a significant portion of scientific production is being channeled through media that do not meet international ethical or quality standards. This practice exposes the institution to severe reputational risks and suggests an urgent need for enhanced information literacy among its researchers to avoid wasting resources on 'predatory' or low-quality publication venues.
With a Z-score of -0.780, significantly lower than the national average of -0.212, the institution exhibits a prudent profile in managing authorship. This indicates that its processes are managed with more rigor than the national standard, effectively avoiding the risk of author list inflation that can dilute individual accountability and transparency. This strong performance suggests a healthy academic culture where authorship is awarded based on meaningful intellectual contribution rather than honorary or political considerations.
The institution's Z-score of 0.291 is notably higher than the national average of 0.199, revealing a high exposure to this particular risk. This wide positive gap suggests that the institution's scientific prestige is heavily dependent on external partners and may not be structurally sustainable. This reliance on collaborations where the institution does not exercise intellectual leadership signals that its high-impact metrics may result more from strategic positioning than from its own internal research capacity, inviting a strategic reflection on fostering and showcasing homegrown scientific excellence.
The institution demonstrates an exemplary record in this area, with a Z-score of -1.413 compared to the country's low-risk score of -0.739. This reflects a low-profile consistency, where the complete absence of risk signals aligns with, and even surpasses, the national standard. This indicates a healthy balance between quantity and quality in research output, effectively mitigating risks such as coercive authorship or the assignment of credit without real participation, thereby reinforcing the integrity of the individual scientific record.
The institution shows a clear preventive isolation from national trends, with a Z-score of -0.268 against the country's medium-risk score of 0.839. This indicates that the center does not replicate the risk dynamics observed in its environment. By avoiding excessive dependence on its own journals, the university effectively mitigates conflicts of interest and the risk of academic endogamy. This practice ensures its scientific production is subjected to independent external peer review, promoting global visibility and competitive validation over internal 'fast tracks' for publication.
With a Z-score of -1.186, far below the national average of -0.203, the institution shows a strong commitment to research integrity. This low-profile consistency, where the absence of risk signals surpasses the national standard, indicates that researchers are not engaging in the practice of fragmenting studies into 'minimal publishable units' to artificially inflate productivity. This responsible approach ensures the publication of coherent, significant findings, which upholds the integrity of the scientific evidence base and respects the academic review system.
