| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.653 | -0.132 |
|
Retracted Output
|
-0.381 | 0.931 |
|
Institutional Self-Citation
|
0.089 | 0.834 |
|
Discontinued Journals Output
|
1.647 | 2.300 |
|
Hyperauthored Output
|
-0.909 | -0.329 |
|
Leadership Impact Gap
|
-2.812 | 0.657 |
|
Hyperprolific Authors
|
0.296 | -0.639 |
|
Institutional Journal Output
|
-0.268 | 0.242 |
|
Redundant Output
|
-0.458 | -0.212 |
Universidad Señor de Sipan presents a robust and balanced scientific integrity profile, with an overall risk score of -0.052 that indicates general alignment with expected standards. The institution demonstrates significant strengths in maintaining internal quality control, particularly in its exceptionally low rates of retracted output and its minimal reliance on institutional journals, which positions it as a benchmark of good governance in a national context with higher risks. Furthermore, the university's research impact is driven by strong internal leadership, avoiding dependency on external collaborations. Key areas for strategic attention include a moderate tendency towards hyperprolific authorship, which deviates from the national norm, and a need to reinforce due diligence in selecting publication venues to reduce output in discontinued journals. According to SCImago Institutions Rankings data, these operational strengths support leading national positions in key thematic areas such as Mathematics (ranked #1 in Peru), Computer Science (#4), and Earth and Planetary Sciences (#6). This performance aligns with the university's mission to foster "research, academic excellence, and social responsibility." However, the identified risks, though moderate, could challenge the principle of "excellence," which prioritizes quality and impact over sheer volume. To fully realize its mission, the institution is encouraged to refine its research evaluation policies, ensuring that incentives are geared towards substantive and responsible scientific contributions, thereby solidifying its role as a competitive and socially responsible leader.
The institution's Z-score is -0.653, while the national average is -0.132. This result suggests a prudent and well-managed approach to academic collaboration. The university's practices appear more rigorous than the national standard, effectively mitigating the risks associated with this indicator. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, disproportionately high rates can signal strategic attempts to inflate institutional credit. The controlled rate at Universidad Señor de Sipan indicates a healthy governance framework that likely prioritizes genuine collaboration over "affiliation shopping," ensuring that institutional credit is claimed appropriately.
The institution's Z-score is -0.381, in stark contrast to the country's Z-score of 0.931. This demonstrates a clear environmental disconnection, where the institution maintains strong internal governance independent of the critical situation observed nationally. A high rate of retractions can suggest that quality control mechanisms are failing systemically. The university's very low score is a testament to a robust integrity culture and effective pre-publication supervision, successfully preventing the recurring malpractice or lack of methodological rigor that appears to be a vulnerability in the national system. This performance is a significant institutional strength.
The institution's Z-score is 0.089, significantly lower than the country's average of 0.834. This indicates a differentiated management approach, where the university successfully moderates a risk that is more common at the national level. While a certain level of self-citation is natural, high rates can signal scientific isolation or 'echo chambers.' The institution's moderate value, well below the national trend, suggests that its research is validated by the broader scientific community and is not at high risk of endogamous impact inflation, where academic influence is oversized by internal dynamics rather than global recognition.
The institution's Z-score is 1.647, compared to a national average of 2.300. This pattern points to differentiated management, as the university shows better control over a risk that is prevalent throughout the country. Although a medium-risk signal is present, its lower intensity compared to the national context is noteworthy. A high proportion of publications in such journals constitutes a critical alert regarding due diligence in selecting dissemination channels. The current score suggests a need to strengthen information literacy among researchers to avoid channeling scientific production through media that do not meet international ethical standards, thereby protecting the institution from reputational harm and wasted resources.
The institution's Z-score is -0.909, which is considerably lower than the national average of -0.329. This reflects a prudent profile, indicating that the university manages its authorship processes with more rigor than the national standard. Outside of "Big Science" contexts, a high rate of hyper-authorship can indicate author list inflation, diluting individual accountability. The institution's low score suggests that its authorship practices are well-aligned with genuine collaborative contributions, effectively avoiding the risks of "honorary" or political authorship and promoting transparency in its research outputs.
The institution's Z-score is -2.812, a figure that stands in sharp contrast to the country's medium-risk score of 0.657. This demonstrates a state of preventive isolation, where the university does not replicate the risk dynamics observed in its environment. A wide positive gap often signals that an institution's prestige is dependent on external partners rather than its own capabilities. The university's exceptionally low score is a strong indicator of sustainability and structural excellence, proving that its scientific impact results from real internal capacity and intellectual leadership, not just strategic positioning in collaborations.
The institution's Z-score is 0.296, while the national average is -0.639. This represents a moderate deviation, as the university shows a greater sensitivity to this risk factor than its national peers. Extreme individual publication volumes often challenge the limits of human capacity for meaningful intellectual contribution. This indicator serves as an alert to potential imbalances between quantity and quality, pointing to risks such as coercive authorship or the assignment of authorship without real participation. This unusual level for the national standard warrants a review of internal evaluation and incentive systems to ensure they prioritize the integrity of the scientific record over pure metrics.
The institution's Z-score is -0.268, compared to the country's medium-risk score of 0.242. This result highlights a case of preventive isolation, where the institution avoids a risk dynamic common in its environment. Excessive dependence on in-house journals can raise conflicts of interest and lead to academic endogamy by bypassing independent external peer review. The university's very low score demonstrates a strong commitment to global standards and external validation, enhancing the visibility and credibility of its research and avoiding the use of internal channels as 'fast tracks' to inflate productivity without competitive scrutiny.
The institution's Z-score is -0.458, below the national average of -0.212. This indicates a prudent profile, suggesting the institution manages its publication strategies with more rigor than the national standard. Massive bibliographic overlap between publications can indicate data fragmentation or 'salami slicing,' a practice of dividing a study into minimal units to artificially inflate productivity. The university's low score suggests its researchers are focused on producing substantive contributions rather than distorting the scientific evidence, thereby upholding the principles of responsible research communication.
