| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.646 | -0.132 |
|
Retracted Output
|
-0.108 | 0.931 |
|
Institutional Self-Citation
|
1.543 | 0.834 |
|
Discontinued Journals Output
|
4.160 | 2.300 |
|
Hyperauthored Output
|
-0.653 | -0.329 |
|
Leadership Impact Gap
|
-0.082 | 0.657 |
|
Hyperprolific Authors
|
-1.413 | -0.639 |
|
Institutional Journal Output
|
-0.268 | 0.242 |
|
Redundant Output
|
0.520 | -0.212 |
The Universidad Nacional del Altiplano presents a profile of solid scientific integrity, marked by significant strengths in operational control and clear opportunities for strategic improvement. The institution demonstrates exceptional performance in mitigating risks related to hyperprolific authorship, publication in institutional journals, and effectively filtering national trends in retracted publications. However, this robust foundation is contrasted by two critical vulnerabilities: a significant rate of publication in discontinued journals and a medium-level tendency towards institutional self-citation and redundant output. These challenges require immediate attention as they could undermine the credibility of the institution's notable research strengths, particularly in its well-ranked thematic areas such as Veterinary, Engineering, Earth and Planetary Sciences, and Computer Science, according to SCImago Institutions Rankings data. Aligning publication practices with the institutional mission of "social responsibility" and contributing to "sustainable development" is paramount; ensuring research is disseminated through reliable, high-quality channels is essential to fulfilling this commitment to the region and the country. By addressing these specific integrity gaps, the University can fully leverage its research capacity and solidify its role as a leader in responsible and impactful science.
The institution shows a Z-score of -0.646, which is lower than the national average of -0.132. This indicates a prudent and rigorous management of institutional affiliations. The data suggests that the center's processes are more controlled than the national standard, effectively avoiding practices that could be perceived as strategic attempts to inflate institutional credit or "affiliation shopping." This conservative approach reinforces transparency and the legitimate representation of collaborative work.
With a Z-score of -0.108, the institution demonstrates remarkable resilience against a significant national trend (country Z-score of 0.931). This suggests the presence of an effective institutional filter that acts as a firewall against the systemic risks of publication retraction seen elsewhere in the country. The low rate indicates that the University's quality control and supervision mechanisms are robust, preventing the kind of recurring malpractice or lack of methodological rigor that a high rate would suggest, thereby safeguarding its scientific reputation.
The institution's Z-score of 1.543 is notably higher than the national average of 0.834, indicating a high exposure to this particular risk. Although a certain level of self-citation is natural, this elevated rate signals a potential for concerning scientific isolation. The institution appears more prone than its national peers to creating 'echo chambers' where its work is validated internally without sufficient external scrutiny, warning of a risk of endogamous impact inflation where academic influence may be oversized by internal dynamics rather than global community recognition.
This indicator presents a critical alert, with the institution's Z-score at a significant 4.160, far surpassing the already medium-risk national average of 2.300. This result suggests an accentuation of a vulnerability present in the national system. A high proportion of publications in such journals constitutes a critical alert regarding due diligence in selecting dissemination channels. This Z-score indicates that a significant portion of scientific production is being channeled through media that do 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.
The institution maintains a prudent profile with a Z-score of -0.653, below the national average of -0.329. This demonstrates more rigorous control over authorship practices compared to the national standard. The low score indicates that the institution effectively avoids the risk of author list inflation, thereby preserving individual accountability and transparency in its publications and steering clear of practices like 'honorary' or political authorship.
The institution's Z-score of -0.082 contrasts sharply with the national average of 0.657, showcasing strong institutional resilience. While it is common for institutions to rely on external partners for impact, this result suggests that the University's control mechanisms mitigate the systemic national risk of prestige dependency. The low gap indicates that the institution's scientific prestige is largely structural and derived from its own internal capacity, demonstrating that it exercises intellectual leadership in its collaborations rather than merely benefiting from them.
With a Z-score of -1.413 against a national average of -0.639, the institution shows a consistent and low-risk profile. The complete absence of risk signals in this area, which is already low nationally, aligns with the highest standards of integrity. This demonstrates a healthy balance between productivity and quality, successfully avoiding the potential for coercive authorship, data fragmentation, or the assignment of authorship without real participation—dynamics that prioritize metrics over the integrity of the scientific record.
The institution's Z-score of -0.268 is in the very low-risk category, while the national average stands at a medium-risk 0.242. This demonstrates a clear preventive isolation, where the center actively avoids the risk dynamics observed in its environment. By not depending on its own journals for dissemination, the institution avoids potential conflicts of interest and academic endogamy. This practice ensures its scientific production undergoes independent external peer review, enhancing its global visibility and validating its research through standard competitive channels.
The institution's Z-score of 0.520 represents a moderate deviation from the national context, where the average is -0.212. This suggests the center has a greater sensitivity to risk factors associated with data fragmentation than its peers. A medium value alerts to the potential practice of dividing coherent studies into minimal publishable units to artificially inflate productivity. This behavior can distort the available scientific evidence and overburden the review system, signaling a need to reinforce policies that prioritize the publication of significant new knowledge over sheer volume.
