| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.600 | -0.132 |
|
Retracted Output
|
-0.146 | 0.931 |
|
Institutional Self-Citation
|
0.116 | 0.834 |
|
Discontinued Journals Output
|
2.572 | 2.300 |
|
Hyperauthored Output
|
-0.730 | -0.329 |
|
Leadership Impact Gap
|
0.318 | 0.657 |
|
Hyperprolific Authors
|
-1.413 | -0.639 |
|
Institutional Journal Output
|
-0.268 | 0.242 |
|
Redundant Output
|
-0.617 | -0.212 |
The Universidad Privada San Juan Bautista demonstrates a robust scientific integrity profile, characterized by a low overall risk score of 0.197 and notable strengths in managing critical research practices. The institution effectively acts as a firewall against national trends in retracted publications and shows exemplary control over hyperprolific authorship and publication in institutional journals. These strengths align directly with its mission to operate under a "quality system" and produce reliable "scientific results." The university's thematic leadership, particularly its Top 5 national ranking in Dentistry according to SCImago Institutions Rankings data, provides a solid foundation for its academic prestige. However, areas requiring strategic attention include a high exposure to publishing in discontinued journals, which slightly exceeds the national average, and moderate signals in institutional self-citation and impact dependency. These vulnerabilities, if unaddressed, could undermine the mission's commitment to "social responsibility" and "international competitiveness" by risking reputational damage and resource misallocation. A focused effort to enhance due diligence in publication venue selection will be crucial to solidifying its position as a benchmark for quality and integrity in the region.
With a Z-score of -0.600, significantly lower than the national average of -0.132, the institution exhibits a prudent and well-managed approach to author affiliations. This indicates a more rigorous process than the national standard, effectively mitigating the risks associated with this practice. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the university's controlled rate suggests a successful avoidance of strategic "affiliation shopping," thereby ensuring that institutional credit is earned transparently and accurately reflects genuine collaborative contributions.
The institution demonstrates exceptional performance in this critical area, with a Z-score of -0.146, positioning it as an effective filter against a significant national risk (country Z-score: 0.931). This stark contrast suggests the university acts as a firewall, maintaining rigorous internal quality controls while the national system shows signs of vulnerability. A high rate of retractions can signal systemic failures in pre-publication review or recurring malpractice. The university's low score is a testament to its robust supervision and a strong institutional culture of integrity, ensuring that its scientific output is reliable and responsibly managed.
The university's Z-score of 0.116, compared to the national average of 0.834, points to differentiated management that successfully moderates a common risk in its environment. A certain level of self-citation is natural, but the country's higher value suggests a tendency toward scientific isolation. The institution's significantly lower rate indicates it is less prone to creating 'echo chambers' or inflating its impact through endogamous practices. This approach ensures its academic influence is validated by the broader global community, fostering external scrutiny and recognition rather than relying on internal dynamics.
This indicator presents a key area for improvement, as the institution's Z-score of 2.572 shows high exposure, slightly surpassing the national average of 2.300. This suggests a greater susceptibility to channeling research through questionable outlets. A high proportion of publications in discontinued journals is a critical alert regarding due diligence in selecting dissemination channels. This practice indicates that a significant portion of scientific production may be directed to media that fail to meet international ethical or quality standards, exposing the institution to severe reputational risks and signaling an urgent need for information literacy to avoid wasting resources on 'predatory' practices.
With a Z-score of -0.730, well below the country's average of -0.329, the institution demonstrates a prudent profile in managing authorship. This suggests its processes are more rigorous than the national standard in this regard. While extensive author lists are legitimate in 'Big Science,' a high rate outside these contexts can indicate author list inflation, which dilutes accountability. The university's low score reflects a healthy balance, effectively distinguishing between necessary massive collaboration and practices like 'honorary' authorship, thus preserving transparency and individual responsibility.
The institution shows effective management in this area, with a Z-score of 0.318 that is considerably lower than the national average of 0.657. This indicates a more moderate and sustainable approach to building impact compared to its national peers. A wide positive gap suggests that scientific prestige is heavily dependent on external partners rather than internal capacity. The university's smaller gap signals a healthier balance, indicating that its excellence metrics are increasingly the result of genuine internal capabilities and intellectual leadership, reducing the risk of a fragile, exogenous reputation.
The institution displays an exemplary profile with a Z-score of -1.413, indicating a complete absence of risk signals in an area where the country already shows low risk (country Z-score: -0.639). This low-profile consistency aligns perfectly with best practices. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may point to issues like coercive authorship or a focus on quantity over quality. The university's very low score demonstrates a research environment that prioritizes the integrity of the scientific record and substantive contributions over inflated metrics.
With a Z-score of -0.268, the institution demonstrates a clear preventive isolation from a risk dynamic present at the national level (country Z-score: 0.242). The university does not replicate the national tendency to publish in its own journals, a practice that can create conflicts of interest and academic endogamy. By avoiding excessive dependence on in-house journals, the institution ensures its research undergoes independent external peer review, which is crucial for limiting bias, enhancing global visibility, and achieving standard competitive validation rather than using internal channels as 'fast tracks' for publication.
The institution maintains a very low-risk profile with a Z-score of -0.617, which is well below the national average of -0.212. This low-profile consistency shows an absence of risk signals that aligns with, and improves upon, the national standard. Massive bibliographic overlap between publications can indicate 'salami slicing'—the practice of fragmenting a study into minimal units to inflate productivity. The university's excellent score suggests a strong commitment to publishing complete, significant new knowledge, thereby upholding the integrity of scientific evidence and respecting the academic review system.