Universidade de Passo Fundo

EXECUTIVE SUMMARY AND STRATEGIC VISION

Universidade de Passo Fundo demonstrates a robust scientific integrity profile, with an overall risk score of -0.263 that indicates a performance significantly healthier than the national average. The institution's primary strengths lie in its exceptional control over academic endogamy, publication fragmentation, and author-level irregularities, showcasing a culture that prioritizes quality and ethical rigor. However, a notable vulnerability exists in the Rate of Retracted Output, which presents a medium risk and deviates from the national trend, warranting a focused review of pre-publication quality assurance processes. According to SCImago Institutions Rankings data, the university's strong research integrity underpins its thematic leadership in key areas such as Dentistry, Energy, and Social Sciences. This solid ethical foundation is crucial to fulfilling its mission of training "critical, ethical and humanist" professionals. The isolated risk of retractions, if unaddressed, could undermine this ethical commitment and the institution's role as a trusted agent of transformation. By leveraging its considerable strengths in research governance and addressing this specific area for improvement, the university is well-positioned to enhance its reputation for excellence and social responsibility.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution presents a Z-score of -0.263, contrasting with the national average of 0.236. This result suggests a high degree of institutional resilience, as control mechanisms appear to effectively mitigate systemic risks that are more pronounced at the country level. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the university's lower rate indicates a well-managed approach that avoids the potential inflation of institutional credit or "affiliation shopping." This prudent management reinforces the transparency and clarity of its collaborative contributions, setting a standard of integrity that is more rigorous than the national context.

Rate of Retracted Output

With a Z-score of 0.361, the institution shows a moderate deviation from the national average of -0.094. This greater sensitivity to risk factors compared to its peers requires attention. Retractions are complex events, but a rate significantly higher than the norm alerts to a potential vulnerability in the institution's integrity culture. This Z-score suggests that quality control mechanisms prior to publication may be failing more frequently than expected, indicating possible recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management to protect the institution's scientific credibility.

Rate of Institutional Self-Citation

The institution's Z-score of -0.190 is notably lower than the national average of 0.385, demonstrating institutional resilience against a common risk in its environment. A certain level of self-citation is natural, reflecting the continuity of research lines. However, the university's controlled rate indicates it successfully avoids the formation of scientific 'echo chambers' or the endogamous inflation of its impact. This suggests that the institution's academic influence is validated by the broader global community rather than being oversized by internal dynamics, reflecting a healthy integration into international scientific discourse.

Rate of Output in Discontinued Journals

The university maintains a Z-score of -0.430, which, while aligned with the low-risk national standard (Z-score of -0.231), signals an even more rigorous profile. This low-profile consistency demonstrates an absence of risk signals in this area. Sporadic presence in discontinued journals can occur, but the institution's very low rate confirms a strong due diligence process in selecting dissemination channels. This protects its research from being associated with media that do not meet international ethical or quality standards, thereby safeguarding its reputation and avoiding the waste of resources on low-quality practices.

Rate of Hyper-Authored Output

The institution's Z-score of -0.471 is lower than the national average of -0.212, reflecting a prudent profile in authorship practices. This indicates that the center manages its processes with more rigor than the national standard. While extensive author lists are legitimate in 'Big Science' contexts, the university's lower tendency towards this practice suggests a culture that effectively avoids author list inflation. This promotes clear individual accountability and transparency, distinguishing its collaborative work from potential 'honorary' or political authorship practices and reinforcing the integrity of its research contributions.

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

With a Z-score of -0.344, the institution demonstrates strong performance compared to the national average of 0.199. This reflects institutional resilience, as its control mechanisms appear to mitigate the risk of dependency on external partners for impact. A wide positive gap can signal that scientific prestige is exogenous, not structural. However, the university's low score indicates that its excellence metrics result from real internal capacity and intellectual leadership, suggesting a sustainable and self-sufficient model for generating high-impact research.

Rate of Hyperprolific Authors

The institution's Z-score of -1.413 is exceptionally low, far below the national average of -0.739. This demonstrates low-profile consistency, where the absence of risk signals aligns with and surpasses the national standard. While high productivity can be legitimate, extreme volumes often challenge the limits of meaningful intellectual contribution. The university's near-total absence of this phenomenon indicates a healthy balance between quantity and quality, effectively preventing risks such as coercive authorship or the assignment of authorship without real participation, thereby prioritizing the integrity of the scientific record.

Rate of Output in Institutional Journals

The university exhibits a Z-score of -0.268, in stark contrast to the national average of 0.839. This signifies a state of preventive isolation, where the center consciously avoids replicating risk dynamics prevalent in its environment. In-house journals can be valuable, but excessive dependence on them raises conflicts of interest. The institution's minimal reliance on its own journals demonstrates a commitment to independent, external peer review, which limits the risk of academic endogamy and ensures its scientific production is validated through standard competitive channels, enhancing its global visibility and credibility.

Rate of Redundant Output

The institution's Z-score of -0.813 is significantly lower than the national average of -0.203. This result points to low-profile consistency, with an absence of risk signals that is even more pronounced than the national standard. Citing previous work is normal, but the university's very low score indicates a strong culture against data fragmentation or 'salami slicing.' This commitment to publishing coherent, significant studies rather than artificially inflating productivity metrics strengthens the scientific record and shows respect for the academic review system, prioritizing the generation of new knowledge over volume.