| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.163 | -0.565 |
|
Retracted Output
|
-0.221 | -0.149 |
|
Institutional Self-Citation
|
0.818 | 0.169 |
|
Discontinued Journals Output
|
-0.485 | -0.070 |
|
Hyperauthored Output
|
-1.120 | -0.127 |
|
Leadership Impact Gap
|
-0.807 | 0.479 |
|
Hyperprolific Authors
|
-1.018 | -0.701 |
|
Institutional Journal Output
|
-0.268 | 1.054 |
|
Redundant Output
|
-0.024 | -0.016 |
The Universidad Autónoma Agraria Antonio Narro demonstrates a robust and commendable scientific integrity profile, reflected in an overall risk score of -0.465, which indicates performance significantly above the national average. The institution exhibits exceptional control across a majority of integrity indicators, with particular strengths in maintaining intellectual leadership, ensuring responsible authorship practices, and exercising due diligence in the selection of publication venues. These strengths are foundational to its specialized mission. According to SCImago Institutions Rankings data, the University holds a distinguished position in key thematic areas, including Agricultural and Biological Sciences, Veterinary, Environmental Science, and Biochemistry, Genetics and Molecular Biology, which directly align with its mandate to serve the agri-food and rural sectors. The primary area requiring strategic attention is a medium-risk signal in Institutional Self-Citation, which is notably higher than the national trend. This practice, if unmonitored, could create an insular "echo chamber" that may limit the broader societal transfer of knowledge, a core tenet of the University's mission. To fully realize its commitment to "sustainable development" and "improve the quality of life," it is recommended that the institution fosters strategies to broaden its citation impact and international engagement, ensuring its excellent and mission-critical research achieves the global recognition and validation it warrants.
The institution presents a Z-score of -1.163, a figure that signals a very low risk and stands in favorable contrast to the national average of -0.565. This result reflects a clear and consistent institutional policy on affiliation. The absence of risk signals, even when compared to the country's low-risk environment, suggests that the University effectively avoids practices associated with "affiliation shopping." While multiple affiliations can be legitimate, the institution's data indicates a culture where institutional credit is not being strategically inflated, ensuring transparency and clarity in its collaborative footprint.
With a Z-score of -0.221, the institution maintains a low-risk profile that is slightly more rigorous than the national standard of -0.149. This prudent positioning suggests that its pre-publication quality control mechanisms are functioning effectively. Retractions can be complex, but a rate below the national average is a strong indicator of a healthy integrity culture. It points to robust methodological supervision and a research environment where the systemic failures or recurring malpractices that often lead to retractions are successfully being prevented.
The institution's Z-score for this indicator is 0.818, signaling a medium risk level that is considerably higher than the national average of 0.169. This high exposure suggests the institution is more prone to this risk than its peers. While a certain degree of self-citation is natural, this disproportionately high rate warns of potential scientific isolation or "echo chambers" where work is validated internally without sufficient external scrutiny. This dynamic creates a risk of endogamous impact inflation, suggesting that the institution's academic influence may be oversized by internal citation patterns rather than recognition from the global scientific community, a trend that requires strategic review.
The institution shows an exceptionally low-risk Z-score of -0.485, far below the national average of -0.070. This demonstrates a consistent and highly effective due diligence process in selecting dissemination channels for its research. A score this low indicates that the institution is successfully guiding its researchers away from media that do not meet international ethical or quality standards. This proactive stance protects the University from severe reputational risks and ensures that its scientific resources are not wasted on "predatory" or low-quality publication practices.
With a Z-score of -1.120, the institution displays a near-total absence of risk in this area, performing significantly better than the national average of -0.127. This result indicates a strong culture of accountability and transparency in authorship. The data suggests that the institution successfully distinguishes between necessary, large-scale collaboration and the practice of "honorary" or inflated authorship. This commitment to meaningful contribution ensures that individual accountability is not diluted and that authorship lists accurately reflect intellectual participation.
The institution exhibits a Z-score of -0.807, a very low-risk signal that marks a significant and positive departure from the national average of 0.479, which falls in the medium-risk category. This result indicates that the institution does not replicate the dependency on external partners for impact seen elsewhere in the country. A negative score here is a powerful sign of scientific maturity, suggesting that the prestige and impact of the research led directly by the institution are robust and structural. This demonstrates true internal capacity and intellectual leadership, confirming that its excellence metrics are sustainable and self-generated.
The institution's Z-score of -1.018 indicates a very low risk, positioning it more securely than the national average of -0.701. This demonstrates a healthy institutional balance between research quantity and quality. The near absence of hyperprolific publication activity suggests that the University's environment does not incentivize the problematic dynamics that can arise from extreme productivity, such as coercive authorship or the prioritization of metrics over the integrity of the scientific record. This fosters a culture where meaningful intellectual contribution is valued over sheer volume.
With a Z-score of -0.268, the institution shows a very low reliance on its own journals, a practice that isolates it from the medium-risk trend observed at the national level (Z-score of 1.054). This is a sign of strong governance, as the institution actively avoids the conflicts of interest that arise when acting as both judge and party in the publication process. By prioritizing external, independent peer review, the University prevents academic endogamy, enhances the global visibility of its research, and ensures its scientific output is validated through standard competitive channels rather than internal "fast tracks."
The institution's Z-score of -0.024 is statistically normal and aligns closely with the national average of -0.016, both within a low-risk range. This indicates that the level of bibliographic overlap in its publications is as expected for its context and does not signal a systemic issue. The data suggests that the practice of "salami slicing"—dividing a single study into minimal publishable units to inflate productivity—is not a prevalent concern. This reflects a research culture that prioritizes the communication of significant new knowledge over the artificial inflation of publication metrics.