Universidad Autonoma del Estado de Morelos

EXECUTIVE SUMMARY AND STRATEGIC VISION

The Universidad Autonoma del Estado de Morelos demonstrates a robust scientific integrity profile, with an overall risk score of -0.174 that indicates a performance slightly above the global average. The institution's primary strengths lie in its remarkable resilience against adverse national trends, particularly in its very low rates of output in institutional journals and hyperprolific authorship, where it effectively isolates itself from systemic risks prevalent in Mexico. This operational prudence is further confirmed by its superior management of hyper-authorship, publication in discontinued journals, and redundant output. The main area requiring strategic attention is the rate of retracted publications, which presents a moderate deviation from the national standard and warrants a review of pre-publication quality control mechanisms. According to SCImago Institutions Rankings data, the university's research leadership is most prominent in areas such as Earth and Planetary Sciences, Pharmacology, Toxicology and Pharmaceutics, and Computer Science. These strengths align well with its mission to be an academic leader; however, the identified risk in publication retractions could challenge this ambition. Ensuring the highest integrity is fundamental to training "competent professionals" and contributing meaningfully to societal transformation. We recommend leveraging the institution's clear governance strengths to address this specific vulnerability, thereby solidifying its position as a benchmark for responsible research in the region.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution presents a Z-score of -0.596, a value statistically equivalent to the national average of -0.565. This alignment indicates that the university's level of collaborative affiliations is normal and as expected for its context and size. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this indicator shows that the institution's collaborative patterns are in sync with the national environment, reflecting standard scientific engagement without signaling any unusual activity that might suggest strategic attempts to inflate institutional credit.

Rate of Retracted Output

With a Z-score of 0.521, the institution shows a moderate deviation from the national standard, which sits at a low-risk Z-score of -0.149. This suggests the university is more sensitive to risk factors leading to retractions than its national peers. Retractions are complex events, and while some signify responsible supervision in correcting unintentional errors, a rate significantly higher than the country's average alerts to a potential vulnerability in the institution's integrity culture. This discrepancy suggests that quality control mechanisms prior to publication may be failing more frequently than elsewhere in the country, indicating a possible lack of methodological rigor that requires immediate qualitative verification by management.

Rate of Institutional Self-Citation

The university's Z-score for this indicator is 0.009, which, despite being in the medium-risk category, is considerably lower than the national average of 0.169. This demonstrates a differentiated management approach, where the institution successfully moderates a risk that appears to be more common across the country. A certain level of self-citation is natural, reflecting the continuity of research lines. However, the national context suggests a tendency towards 'echo chambers'. The institution's ability to maintain a lower rate indicates it is less prone to endogamous impact inflation, suggesting its academic influence is validated with greater external scrutiny than its peers.

Rate of Output in Discontinued Journals

The institution exhibits a prudent profile with a Z-score of -0.136, performing with more rigor than the national standard of -0.070. This low rate is a positive signal regarding its due diligence in selecting dissemination channels. A high proportion of publications in such journals would constitute a critical alert, exposing the institution to severe reputational risks associated with 'predatory' or low-quality practices. The university's controlled, low score indicates that its researchers are effectively channeling their scientific production through media that meet international ethical and quality standards, demonstrating strong information literacy.

Rate of Hyper-Authored Output

With a Z-score of -0.897, the institution demonstrates a prudent profile, managing its processes with significantly more rigor than the national standard (-0.127). Outside of 'Big Science' contexts where extensive author lists are legitimate, high rates can indicate author list inflation, diluting individual accountability. The university's very low score suggests a strong culture of transparency and a clear distinction between necessary collaboration and 'honorary' authorship practices, setting a higher standard for authorship integrity compared to the national average.

Gap between Impact of total output and the impact of output with leadership

The institution shows a Z-score of -0.549, a low-risk value that signals strong institutional resilience, especially when contrasted with the medium-risk national average of 0.479. This national trend suggests a systemic reliance on external partners for impact, creating a risk of "exogenous prestige." The university, however, mitigates this risk effectively. Its low score indicates that its scientific prestige is not overly dependent on collaborations where it does not exercise intellectual leadership. This reflects a sustainable model built on real internal capacity, a key differentiator in a national context where this is a notable vulnerability.

Rate of Hyperprolific Authors

The university's Z-score of -1.244 places it in the very low-risk category, demonstrating a low-profile consistency that is even stronger than the country's low-risk score of -0.701. This absence of risk signals aligns with and improves upon the national standard. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and point to risks like coercive authorship or 'salami slicing'. The institution's exceptionally low score indicates a healthy balance between quantity and quality, suggesting that its research environment prioritizes the integrity of the scientific record over the inflation of productivity metrics.

Rate of Output in Institutional Journals

With a Z-score of -0.268, the institution is in the very low-risk category, showcasing a preventive isolation from the risk dynamics observed nationally, where the average is a medium-risk score of 1.054. 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 clear divergence from the national trend demonstrates a strong commitment to global visibility and competitive validation, avoiding the use of internal channels as 'fast tracks' to inflate publication counts.

Rate of Redundant Output

The institution displays a prudent profile with a Z-score of -0.399, indicating that it manages its processes with more rigor than the national standard (-0.016). A high rate of bibliographic overlap often points to 'salami slicing'—the practice of dividing a single study into minimal publishable units to artificially inflate productivity. The university's low score suggests a focus on publishing coherent, significant studies rather than fragmented data. This commitment to generating substantial new knowledge over mere volume reinforces the integrity of its scientific contributions.