| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
1.856 | 0.236 |
|
Retracted Output
|
-0.277 | -0.094 |
|
Institutional Self-Citation
|
1.388 | 0.385 |
|
Discontinued Journals Output
|
-0.191 | -0.231 |
|
Hyperauthored Output
|
-0.166 | -0.212 |
|
Leadership Impact Gap
|
0.535 | 0.199 |
|
Hyperprolific Authors
|
-1.413 | -0.739 |
|
Institutional Journal Output
|
-0.268 | 0.839 |
|
Redundant Output
|
-1.186 | -0.203 |
Universidade Tuiuti do Parana presents a balanced scientific integrity profile, with an overall risk score of -0.075 that indicates a general alignment with expected standards, yet with specific areas requiring strategic attention. The institution demonstrates significant strengths in maintaining very low-risk levels for Hyperprolific Authors, Redundant Output, and publications in its own journals, showcasing robust internal controls and a culture that prioritizes quality over problematic quantitative inflation. However, vulnerabilities emerge in the form of medium-risk indicators for the Rate of Multiple Affiliations, Institutional Self-Citation, and the gap between overall and institution-led research impact, where the university shows higher exposure than the national average. These risk factors could potentially undermine the institution's mission "to enable HUMAN PROMOTION through the production and transmission of knowledge," as practices like academic endogamy or dependency on external leadership may limit the global reach and structural consolidation of its scientific contributions. The university's recognized thematic strengths, particularly in Dentistry and Psychology as per SCImago Institutions Rankings data, provide a solid foundation of excellence. The primary strategic recommendation is to leverage these areas of academic strength and proven internal governance to develop targeted policies that mitigate the identified vulnerabilities, thereby ensuring that its scientific output fully and transparently contributes to the "development of humanity."
The institution presents a Z-score of 1.856, a value significantly higher than the national average for Brazil (0.236). Although both the university and the country operate within a medium-risk context for this indicator, the institution's score indicates a much higher exposure to the factors driving this practice. This suggests that the university is more prone than its national peers to engage in behaviors related to multiple affiliations. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this disproportionately high rate warrants a strategic review to ensure it does not signal attempts to artificially inflate institutional credit or engage in “affiliation shopping,” which could dilute the university's academic identity and accountability.
With a Z-score of -0.277, the institution demonstrates a lower rate of retracted publications compared to the national average of -0.094. This prudent profile suggests that the university's quality control and supervision mechanisms are managed with more rigor than the national standard. Retractions can be complex, sometimes resulting from the honest correction of errors. However, maintaining a rate below the national benchmark is a positive signal, indicating that the institution's pre-publication review processes are likely effective in preventing the systemic failures or recurring malpractice that a higher rate might suggest, thus protecting its integrity culture.
The university's Z-score for institutional self-citation is 1.388, markedly above the Brazilian average of 0.385. This result places the institution in a position of high exposure within a national context that already shows a medium-level tendency for this behavior. A certain degree of self-citation is natural, reflecting deep-seated research lines. However, this disproportionately high rate signals a potential risk of scientific isolation or an 'echo chamber,' where the institution's work is validated internally without sufficient external scrutiny. It warns of a possible endogamous inflation of impact, suggesting that the university's academic influence might be oversized by internal dynamics rather than by recognition from the global scientific community.
The institution's Z-score of -0.191 is statistically normal and closely aligned with the national average of -0.231. This indicates that the risk level associated with publishing in discontinued journals is as expected for its context and size, showing no significant deviation from national practices. This alignment suggests that the university's researchers exercise a standard level of due diligence in selecting publication venues, effectively avoiding the severe reputational risks that would arise from a high concentration of output in journals that fail to meet international ethical or quality standards.
With a Z-score of -0.166, the institution's rate of hyper-authored publications is statistically normal and very similar to the national average of -0.212. This demonstrates that the university's authorship patterns are typical for its research environment and do not present unusual signals of risk. The data suggests that the institution's collaborative practices are in line with disciplinary norms, successfully distinguishing between necessary large-scale collaboration and potentially problematic practices like author list inflation or the inclusion of 'honorary' authorships, which can dilute individual accountability.
The institution exhibits a Z-score of 0.535 in this indicator, a value considerably higher than the Brazilian average of 0.199. This high exposure suggests that the university is more prone than its national counterparts to a dependency on external collaborations for achieving high-impact research. A wide positive gap, where overall impact is high but the impact of institution-led research is low, signals a sustainability risk. This result invites reflection on whether the university's prestige metrics stem from genuine internal capacity or from a strategic positioning in collaborations where it does not exercise primary intellectual leadership, making its scientific excellence potentially dependent and exogenous rather than structural.
The university's Z-score of -1.413 is exceptionally low, indicating a complete absence of risk signals in this area and positioning it well below the national average of -0.739. This low-profile consistency demonstrates a robust and healthy research environment that aligns with, and even exceeds, the national standard for responsible productivity. This excellent result suggests a culture that effectively balances quantity and quality, avoiding the risks associated with extreme publication volumes, such as coercive authorship or assigning credit without meaningful intellectual contribution, thereby safeguarding the integrity of its scientific record.
With a Z-score of -0.268, the institution shows a very low rate of publication in its own journals, a stark and positive contrast to the national medium-risk average of 0.839. This demonstrates a clear preventive isolation, where the university actively avoids the risk dynamics observed elsewhere in the country. By not relying on in-house journals, the institution sidesteps potential conflicts of interest and academic endogamy. This practice strengthens its scientific credibility, as it ensures that its research output undergoes independent external peer review, thereby enhancing its global visibility and validating its quality through standard competitive processes.
The institution records a Z-score of -1.186 for redundant output, a very low value that is significantly better than the national low-risk average of -0.203. This demonstrates a consistent and commendable low-risk profile, suggesting that the university's research practices are more rigorous than the national standard in this regard. The absence of signals for this indicator indicates that the institution effectively discourages 'salami slicing,' the practice of fragmenting a single study into multiple minimal publications. This commitment to publishing coherent, significant work protects the integrity of the scientific record and avoids overburdening the peer-review system.