| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.310 | -0.565 |
|
Retracted Output
|
-0.259 | -0.149 |
|
Institutional Self-Citation
|
0.305 | 0.169 |
|
Discontinued Journals Output
|
-0.441 | -0.070 |
|
Hyperauthored Output
|
-0.821 | -0.127 |
|
Leadership Impact Gap
|
2.054 | 0.479 |
|
Hyperprolific Authors
|
-1.413 | -0.701 |
|
Institutional Journal Output
|
-0.268 | 1.054 |
|
Redundant Output
|
0.821 | -0.016 |
The Universidad de Ciencias y Artes de Chiapas presents a balanced scientific integrity profile, with an overall score of -0.247 that reflects both significant strengths and specific areas requiring strategic attention. The institution demonstrates exceptional control in key governance areas, showing very low risk in its Rate of Output in Discontinued Journals, Rate of Hyperprolific Authors, and Rate of Output in Institutional Journals. These results indicate robust internal policies and a strong ethical foundation. However, this is contrasted by medium-risk indicators in Rate of Institutional Self-Citation, the Gap between its overall impact and the impact of its led research, and the Rate of Redundant Output. These vulnerabilities suggest a tendency towards academic insularity and a focus on publication volume that could challenge its mission to foster "continuous improvement" and "sustainable development." The university's recognized strengths in Agricultural and Biological Sciences and Environmental Science, as identified by SCImago Institutions Rankings data, provide a solid platform for growth. To fully align with its commitment to improving the "quality of life of the society," it is recommended that the institution leverage its governance strengths to address these vulnerabilities, fostering a culture of external validation and impactful, rather than just voluminous, scientific contribution.
With a Z-score of -0.310, slightly above the national average of -0.565, the institution shows an incipient vulnerability in this area. This minor elevation suggests that while its affiliation practices are largely aligned with national norms, there are signals that warrant review before they potentially escalate. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this slight divergence from the country's baseline calls for monitoring to ensure these practices remain transparent and are not early indicators of strategic attempts to inflate institutional credit.
The institution demonstrates a prudent profile regarding retracted publications, with a Z-score of -0.259 that is lower than the national average of -0.149. This indicates that its internal processes for quality control and supervision are managed with more rigor than the national standard. Retractions are complex events, but a rate below the environmental average suggests that the institution's quality control mechanisms prior to publication are functioning effectively, preventing the kind of systemic failures that can lead to a high volume of retractions and protecting its integrity culture.
The institution's Z-score of 0.305 is notably higher than the country's average of 0.169, indicating a high exposure to the risks associated with this practice. This elevated rate can signal concerning scientific isolation or 'echo chambers' where the institution validates its own work without sufficient external scrutiny. While a certain level of self-citation is natural, this value warns of a potential for endogamous impact inflation, suggesting that the institution's academic influence may be oversized by internal dynamics rather than by recognition from the global scientific community.
The university maintains an exemplary low-profile consistency in this indicator, with a Z-score of -0.441, which is significantly better than the national average of -0.070. This near-total absence of risk signals aligns perfectly with a secure national standard, demonstrating excellent due diligence in the selection of publication venues. This result indicates that institutional researchers are effectively avoiding media that do not meet international ethical or quality standards, thereby safeguarding the university's reputation and resources from predatory practices.
With a Z-score of -0.821, far below the national average of -0.127, the institution exhibits a prudent and rigorous management of its authorship practices. This low rate of hyper-authored publications suggests a healthy culture that values individual accountability and transparency over author list inflation. By maintaining this standard, the institution effectively distinguishes between necessary large-scale collaboration and questionable 'honorary' authorship, reinforcing the integrity of its scientific contributions.
The institution shows a high exposure to this risk, with a Z-score of 2.054 that is substantially greater than the national average of 0.479. This very wide positive gap, where global impact is high but the impact of research led by the institution is low, signals a critical sustainability risk. It suggests that the university's scientific prestige is highly dependent and exogenous, not structural. This finding calls for a deep strategic reflection on whether its excellence metrics result from genuine internal capacity or from a subordinate role in collaborations where it does not exercise intellectual leadership.
The institution demonstrates a robust, low-risk profile in this area, with a Z-score of -1.413, which is well below the national average of -0.701. This consistent absence of risk signals indicates a healthy balance between productivity and quality. The lack of extreme individual publication volumes suggests that the institutional culture effectively discourages practices such as coercive authorship or data fragmentation, which prioritize metrics over the integrity of the scientific record and meaningful intellectual contribution.
The university achieves a state of preventive isolation from a risk that is present in its national environment. Its Z-score of -0.268 is minimal, standing in stark contrast to the country's medium-risk average of 1.054. This indicates that the institution does not replicate the risk dynamics observed nationally, successfully avoiding academic endogamy and potential conflicts of interest. By ensuring its scientific production undergoes independent external peer review instead of relying on internal channels, it enhances its global visibility and competitive validation.
With a Z-score of 0.821, the institution shows a moderate deviation from the national standard, where the average is -0.016. This score indicates a greater sensitivity to risk factors related to publication fragmentation than its peers. The data alerts to the potential practice of dividing a coherent study into minimal publishable units to artificially inflate productivity, a behavior known as 'salami slicing.' This dynamic, which can distort the scientific evidence base, suggests a need to reinforce policies that prioritize the communication of significant new knowledge over sheer publication volume.
