| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.399 | -0.565 |
|
Retracted Output
|
-0.259 | -0.149 |
|
Institutional Self-Citation
|
0.173 | 0.169 |
|
Discontinued Journals Output
|
-0.159 | -0.070 |
|
Hyperauthored Output
|
-1.157 | -0.127 |
|
Leadership Impact Gap
|
-1.051 | 0.479 |
|
Hyperprolific Authors
|
-0.858 | -0.701 |
|
Institutional Journal Output
|
1.798 | 1.054 |
|
Redundant Output
|
-0.143 | -0.016 |
The Universidad Autonoma del Estado de Mexico presents a robust and well-balanced scientific integrity profile, with an overall risk score of -0.084 that indicates a solid operational foundation. The institution's primary strength lies in its demonstrated intellectual autonomy and leadership, reflected in a minimal gap between its overall impact and that generated by its own researchers. This is complemented by a prudent management of risks associated with retractions, hyper-prolificity, and publication in discontinued journals. However, strategic attention is required for indicators related to collaboration and dissemination, specifically the moderate deviation in multiple affiliations and a high exposure to publishing in institutional journals, which suggest a vulnerability to endogamy. These observations are particularly relevant given the university's strong positioning in key thematic areas, including top national rankings in Veterinary (3rd), Economics, Econometrics and Finance (5th), Dentistry (6th), and Business, Management and Accounting (7th), according to SCImago Institutions Rankings data. To fully align with its mission of forming "responsible, free and just individuals," it is crucial to ensure that its scientific practices are governed by transparency and external validation, not just internal reinforcement. By leveraging its core strength of intellectual leadership, the university can refine its publication and affiliation strategies to mitigate these risks and further solidify its commitment to universal and responsible knowledge generation.
The institution's Z-score of 0.399 for this indicator shows a moderate deviation from the national average of -0.565. This suggests the university is more sensitive than its national peers to practices that can inflate institutional credit. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this elevated rate warrants a review to ensure that all affiliations are substantive and reflect genuine collaboration rather than strategic attempts at “affiliation shopping” to artificially boost institutional metrics.
With a Z-score of -0.259, which is lower than the national average of -0.149, the institution demonstrates a prudent and rigorous profile in managing its published record. This low rate of retractions indicates that its quality control and supervision mechanisms prior to publication are robust and effective. Such performance signifies a responsible institutional culture where the correction of unintentional errors is handled efficiently, reinforcing its commitment to scientific integrity.
The institution's Z-score of 0.173 is nearly identical to the national average of 0.169, indicating that its self-citation behavior reflects a systemic pattern common within the country's academic environment. Although this alignment is not an anomaly, a medium risk level warrants attention. A certain level of self-citation is natural, but disproportionately high rates can signal the formation of 'echo chambers' where the institution validates its own work without sufficient external scrutiny, creating a risk of endogamous impact inflation rather than earning recognition from the global scientific community.
The institution exhibits a prudent profile with a Z-score of -0.159, which is notably lower than the national average of -0.070. This performance indicates that the university manages its processes with more rigor than the national standard, showing strong due diligence in selecting dissemination channels. By effectively avoiding journals that fail to meet international ethical or quality standards, the institution protects its research output and reputation from the severe risks associated with predatory or low-quality publishing practices.
With a Z-score of -1.157, the institution shows an almost complete absence of risk signals related to hyper-authorship, a figure that is significantly lower than the already low-risk national average of -0.127. This low-profile consistency demonstrates a healthy and transparent authorship culture. It suggests that the institution successfully distinguishes between necessary massive collaboration in 'Big Science' contexts and problematic 'honorary' or political authorship practices, thereby preserving individual accountability.
The institution's Z-score of -1.051 represents a case of preventive isolation from the national trend, which stands at a medium-risk Z-score of 0.479. This result is a key institutional strength, indicating that the university does not replicate the risk dynamics of dependency observed elsewhere in the country. A minimal gap suggests that its scientific prestige is structural and derived from genuine internal capacity, rather than being dependent on external partners where the institution does not exercise intellectual leadership. This signals a high degree of scientific sustainability and maturity.
The institution maintains a prudent profile with a Z-score of -0.858, below the national average of -0.701. This indicates that the university manages author productivity with more rigor than the national standard. While high productivity can be legitimate, this controlled rate suggests a healthy balance between quantity and quality, effectively mitigating risks such as coercive authorship or the assignment of credit without meaningful intellectual contribution, which can arise from an excessive focus on publication volume.
With a Z-score of 1.798, the institution shows high exposure to this risk, a level significantly greater than the national average of 1.054. This heightened reliance on its own journals raises potential conflicts of interest, as the institution acts as both judge and party in the publication process. This practice creates a vulnerability to academic endogamy, where scientific production might bypass independent external peer review. It presents a clear risk that these internal channels could be used as 'fast tracks' to inflate CVs, limiting global visibility and undermining the principle of standard competitive validation.
The institution's Z-score of -0.143 is lower than the national average of -0.016, reflecting a prudent profile in this area. This indicates that the university manages its publication strategy with more rigor than its national peers. The low incidence of redundant output suggests a commitment to publishing coherent and significant studies, thereby avoiding the practice of 'salami slicing'—dividing a single study into minimal units simply to inflate productivity metrics—which distorts the scientific record and overburdens the review system.