| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.181 | -0.132 |
|
Retracted Output
|
-0.268 | 0.931 |
|
Institutional Self-Citation
|
-0.130 | 0.834 |
|
Discontinued Journals Output
|
0.582 | 2.300 |
|
Hyperauthored Output
|
0.016 | -0.329 |
|
Leadership Impact Gap
|
-0.044 | 0.657 |
|
Hyperprolific Authors
|
-1.413 | -0.639 |
|
Institutional Journal Output
|
-0.268 | 0.242 |
|
Redundant Output
|
-0.384 | -0.212 |
The Universidad Nacional de Ingenieria demonstrates a robust scientific integrity profile, with an overall risk score of -0.177 that indicates performance superior to the national benchmark. The institution's primary strengths lie in its exceptional control over academic endogamy and author productivity, effectively creating a firewall against systemic national risks such as high rates of retracted publications and institutional self-citation. This solid foundation of ethical practice directly supports its leadership in key thematic areas, as evidenced by its prominent national rankings in Earth and Planetary Sciences (1st in Peru), Chemistry (2nd), and Physics and Astronomy (2nd), according to SCImago Institutions Rankings data. This commitment to quality aligns seamlessly with its mission to train leading professionals with a focus on social responsibility. However, moderate risk signals in the use of discontinued journals and in hyper-authorship practices represent vulnerabilities that could undermine this mission. Addressing these areas is crucial to ensure that the pursuit of excellence is not compromised by practices that could dilute accountability or channel valuable research into low-quality outlets, thereby safeguarding the institution's contribution to the nation's sustainable development. By reinforcing its governance in these specific areas, the university can fully harmonize its operational integrity with its strategic vision.
The institution presents a Z-score of -0.181, a value statistically equivalent to the national average of -0.132. This alignment indicates that the university's rate of multiple affiliations is normal for its context and size, reflecting standard collaborative patterns within the country. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this result suggests the institution is not exhibiting signs of strategic "affiliation shopping" to inflate institutional credit. The risk level is as expected, showing neither an unusual absence of collaboration nor an excess that would warrant further investigation.
With a Z-score of -0.268, the institution demonstrates exceptional control over publication quality, especially when contrasted with the significant risk level observed nationally (Z-score of 0.931). This performance suggests the university acts as an effective filter, maintaining rigorous internal quality control mechanisms that prevent the systemic failures seen elsewhere in the country. A high rate of retractions can signal recurring malpractice or a lack of methodological rigor. The institution's very low rate, however, points to a strong culture of integrity and responsible supervision, effectively functioning as a firewall against practices that compromise the scientific record on a national scale.
The institution shows a low rate of self-citation (Z-score: -0.130), demonstrating institutional resilience against the medium-risk trend prevalent in the country (Z-score: 0.834). A certain level of self-citation is natural, but the higher national average points to a systemic risk of creating 'echo chambers' that inflate impact through endogamous validation. The university’s ability to mitigate this trend indicates that its control mechanisms are effective. This suggests a commitment to seeking external scrutiny and achieving academic influence based on global community recognition rather than relying on internal dynamics.
The institution exhibits a medium risk level in this area (Z-score: 0.582), but its performance reflects differentiated management compared to the much more acute national situation (Z-score: 2.300). Although both operate within a medium-risk framework, the university is clearly moderating a risk that is far more common and pronounced across the country. A high proportion of publications in discontinued journals is a critical alert regarding due diligence in selecting dissemination channels. The institution's lower score suggests it has better, though not yet perfect, controls in place to avoid channeling research into media that fail to meet international ethical or quality standards, thereby mitigating severe reputational risks more effectively than its peers.
With a Z-score of 0.016, the institution presents a medium risk level, which represents a moderate deviation from the low-risk national standard (Z-score: -0.329). This suggests the university is more sensitive to risk factors related to authorship than its national peers. While extensive author lists are legitimate in 'Big Science,' their appearance in other contexts can indicate author list inflation, which dilutes individual accountability. This divergence from the national norm serves as a signal that practices like 'honorary' or political authorship may be occurring, warranting a review to ensure transparency and proper credit attribution.
The institution maintains a Z-score of -0.044, indicating a healthy and sustainable scientific profile that contrasts sharply with the national average (Z-score: 0.657). The country's medium-risk score suggests a systemic dependency on external partners for impact, where prestige is often exogenous rather than homegrown. The university’s low score, however, demonstrates institutional resilience. It signals that its scientific prestige is built on strong internal capacity and intellectual leadership, reflecting a balanced and sustainable model where excellence is structural and not merely the result of strategic positioning in collaborations led by others.
The institution's Z-score of -1.413 signifies a complete absence of risk signals related to hyperprolific authors, a profile that is consistent with and even stronger than the low-risk national environment (Z-score: -0.639). This low-profile consistency underscores a healthy academic culture. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and point to risks like coercive authorship or 'salami slicing.' The university's exceptionally low score is a positive indicator that its research environment prioritizes quality and scientific integrity over the artificial inflation of productivity metrics.
With a Z-score of -0.268, the institution demonstrates a state of preventive isolation from the risk dynamics observed at the national level (Z-score: 0.242). While the country shows a medium-risk tendency towards academic endogamy, the university does not replicate this behavior. Excessive dependence on in-house journals can create conflicts of interest and allow production to bypass independent peer review. The institution's clear avoidance of this practice signals a strong commitment to global visibility and competitive validation, reinforcing its credibility by ensuring its research is vetted through standard external channels.
The institution displays a prudent profile with a Z-score of -0.384, indicating that it manages its publication processes with more rigor than the national standard (Z-score: -0.212), even though both fall within a low-risk category. Massive bibliographic overlap between publications can indicate 'salami slicing'—the practice of fragmenting a study into minimal units to artificially inflate productivity. The university’s more controlled, lower score suggests a stronger institutional focus on publishing coherent, significant contributions to knowledge, thereby upholding the integrity of the scientific record more effectively than its peers.
