| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
2.207 | 0.236 |
|
Retracted Output
|
0.220 | -0.094 |
|
Institutional Self-Citation
|
-1.191 | 0.385 |
|
Discontinued Journals Output
|
0.020 | -0.231 |
|
Hyperauthored Output
|
-0.650 | -0.212 |
|
Leadership Impact Gap
|
0.691 | 0.199 |
|
Hyperprolific Authors
|
-1.413 | -0.739 |
|
Institutional Journal Output
|
-0.268 | 0.839 |
|
Redundant Output
|
-0.394 | -0.203 |
Universidade Paulista presents a scientific integrity profile characterized by notable strengths in internal governance, alongside specific, moderate-risk vulnerabilities that require strategic attention. With an overall score of 0.045, the institution demonstrates a solid foundation, particularly in its commitment to external validation, as evidenced by very low rates of institutional self-citation and publication in its own journals. These strengths are complemented by a responsible approach to author productivity. However, moderate alerts in the rates of multiple affiliations, retracted output, and publication in discontinued journals suggest that the institution's rapid growth and dissemination strategies may be creating pressures that challenge its quality control and due diligence mechanisms. According to SCImago Institutions Rankings data, the university's strongest thematic areas include Business, Management and Accounting; Dentistry; Energy; and Environmental Science. The identified risks, particularly those related to publication quality and retractions, directly challenge the institutional mission's emphasis on "ethics" and the reliable "dissemination of knowledge." To fully align its practices with its mission of fostering "qualified citizens" and contributing to "socio-economic development," it is recommended that the university leverage its robust internal controls to develop clearer guidelines on affiliation, enhance pre-publication review processes, and promote greater information literacy regarding publication venues.
The institution presents a Z-score of 2.207, a value significantly higher than the national average of 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 associated risks. This suggests that the university is more prone than its national peers to practices that could be interpreted as strategic attempts to inflate institutional credit. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this pronounced signal warrants a review to ensure that all affiliations are substantive and transparent, rather than a means of "affiliation shopping" that could dilute the institution's core academic identity.
With a Z-score of 0.220, the university shows a moderate risk level for retracted publications, which represents a deviation from the low-risk national benchmark of -0.094. This discrepancy suggests the institution is more sensitive than its peers to factors leading to retractions. A rate significantly higher than the average alerts to a potential vulnerability in the institution's integrity culture. This finding indicates that quality control mechanisms prior to publication may be failing more frequently than elsewhere in the country, pointing to a possible lack of methodological rigor or recurring malpractice that requires immediate qualitative verification by management to safeguard its scientific reputation.
The university demonstrates an exceptionally strong performance in this area, with a Z-score of -1.191, positioning it in the very low-risk category and contrasting sharply with the medium-risk national average of 0.385. This result signals a clear preventive isolation, where the institution successfully avoids the risk dynamics observed in its environment. A certain level of self-citation is natural, but the university's low rate shows it is not operating within a scientific 'echo chamber.' This indicates that the institution's academic influence is validated by the global community rather than being inflated by internal dynamics, reflecting a healthy integration into international research conversations.
The institution's Z-score of 0.020 places it at a medium-risk level, a moderate deviation from the low-risk national profile (-0.231). This shows a greater institutional sensitivity to publishing in problematic venues compared to its national counterparts. A high proportion of publications in such journals is a critical alert regarding due diligence in selecting dissemination channels. This score indicates that a portion of the university's scientific production is being channeled through media that may not meet international ethical or quality standards, exposing the institution to severe reputational risks and suggesting an urgent need for information literacy to avoid wasting resources on 'predatory' or low-quality practices.
With a Z-score of -0.650, the institution maintains a prudent, low-risk profile that is even more rigorous than the national standard (-0.212). This demonstrates effective management of authorship practices. The university's controlled approach suggests it successfully distinguishes between necessary massive collaboration and the risk of 'honorary' or political authorship. By keeping hyper-authorship rates below the national average, the institution reinforces individual accountability and transparency in its research contributions, avoiding the potential dilution of responsibility that can arise from inflated author lists.
The university's Z-score for this indicator is 0.691, which, while in the same medium-risk band as the national average (0.199), indicates a significantly higher exposure to dependency risk. The wider gap suggests that the institution's scientific prestige is more reliant on external partners than is typical for the country. This high value warns that its excellence metrics may result more from strategic positioning in collaborations where it does not exercise intellectual leadership, rather than from its own structural capacity. This signals a potential sustainability risk and invites reflection on how to build and showcase genuine internal research strength.
The institution shows a Z-score of -1.413, placing it in the very low-risk category and demonstrating consistency with the low-risk national environment (-0.739). This absence of risk signals aligns perfectly with the national standard for responsible productivity. The data confirms that the university does not have patterns of extreme individual publication volumes that would challenge the limits of meaningful intellectual contribution. This result indicates a healthy balance between quantity and quality, steering clear of risks such as coercive authorship or the assignment of authorship without real participation.
With a Z-score of -0.268, the university is in the very low-risk category, showcasing a preventive isolation from the medium-risk trend observed nationally (0.839). This is a significant strength, indicating that the institution avoids the conflicts of interest that arise when acting as both judge and party in the publication process. By not depending on its own journals, the university ensures its scientific production undergoes independent external peer review, thus preventing academic endogamy. This practice enhances global visibility and confirms that internal channels are not used as 'fast tracks' to inflate CVs without standard competitive validation.
The institution's Z-score of -0.394 reflects a prudent, low-risk profile that is more robust than the national standard (-0.203). This indicates that the university manages its publication processes with greater rigor than its peers, effectively mitigating the risk of data fragmentation. The lower-than-average score suggests a culture that prioritizes significant new knowledge over artificially inflating productivity by dividing studies into 'minimal publishable units.' This responsible approach strengthens the integrity of the scientific record and avoids overburdening the peer-review system.