| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.552 | -0.253 |
|
Retracted Output
|
-0.522 | 0.054 |
|
Institutional Self-Citation
|
0.461 | 0.155 |
|
Discontinued Journals Output
|
-0.392 | -0.195 |
|
Hyperauthored Output
|
-0.486 | 0.622 |
|
Leadership Impact Gap
|
-0.864 | 0.371 |
|
Hyperprolific Authors
|
-0.961 | 0.402 |
|
Institutional Journal Output
|
-0.268 | -0.260 |
|
Redundant Output
|
-0.294 | 0.506 |
The Agricultural University of Athens demonstrates a robust and commendable scientific integrity profile, reflected in an overall risk score of -0.472. This performance indicates a strong alignment with best practices and a governance model that effectively mitigates most common research integrity risks. The institution's primary strengths lie in its exceptionally low rates of retracted output, publication in discontinued journals, hyperprolific authorship, and dependence on institutional leadership for impact, showcasing a culture of quality control and responsible conduct. The only notable vulnerability is a moderate signal in institutional self-citation, which exceeds the national average. According to SCImago Institutions Rankings data, this solid integrity foundation supports leading national positions in key thematic areas, including Pharmacology, Toxicology and Pharmaceutics (ranked 3rd in Greece), Agricultural and Biological Sciences (4th), and Veterinary (4th). While the institution's specific mission statement was not provided for this analysis, its outstanding integrity profile is a fundamental prerequisite for any strategic goal centered on academic excellence and societal trust. The observed patterns of responsible conduct are essential for achieving high-impact research with global relevance. To further solidify its leadership, the institution is advised to address the tendency towards self-citation, ensuring its significant academic influence is validated by broad external recognition and fully aligned with a mission of international excellence.
The institution presents a Z-score of -0.552, which is lower than the national average of -0.253. This prudent profile suggests that the university manages its affiliation processes with more rigor than the national standard. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the institution's controlled rate indicates a low risk of strategic attempts to inflate institutional credit or engage in “affiliation shopping,” reflecting a clear and transparent policy regarding academic collaboration and credit attribution.
The institution shows a Z-score of -0.522, in stark contrast to the country's medium-risk average of 0.054. This result demonstrates a clear preventive isolation, as the university does not replicate the risk dynamics observed in its national environment. An extremely low rate of retractions suggests that quality control mechanisms prior to publication are robust and effective. This performance indicates a strong institutional integrity culture, successfully preventing the kind of recurring malpractice or lack of methodological rigor that may be present elsewhere in the system, and showcases a commitment to producing reliable scientific output.
The institution presents a Z-score of 0.461, while the national average is 0.155. This score indicates a high exposure to this particular risk, as the institution is more prone to showing alert signals than the national average. A certain level of self-citation is natural and reflects the continuity of established research lines. Nonetheless, this disproportionately high rate can signal concerning scientific isolation or 'echo chambers' where the institution validates its own work without sufficient external scrutiny. The value warns of the risk of endogamous impact inflation, suggesting that the institution's academic influence may be oversized by internal dynamics rather than global community recognition, a trend that appears more pronounced here than elsewhere in the country.
The institution's Z-score is -0.392, compared to the country's score of -0.195. This demonstrates a low-profile consistency, where the absence of risk signals aligns with the national standard of avoiding problematic publication venues. The very low rate of publication in discontinued journals indicates that researchers are exercising strong due diligence in selecting dissemination channels. This protects the institution from the severe reputational risks associated with 'predatory' or low-quality practices and reflects effective information literacy across the academic community.
The institution has a Z-score of -0.486, significantly below the national average of 0.622. This gap points to strong institutional resilience, where internal control mechanisms appear to successfully mitigate the systemic risks of authorship inflation observed at the country level. The low incidence of hyper-authored publications suggests that the university effectively distinguishes between necessary massive collaboration and questionable 'honorary' or political authorship practices, thereby promoting individual accountability and transparency in its research outputs.
The institution records an exceptionally low Z-score of -0.864, while the national context shows a medium-risk score of 0.371. This demonstrates a state of preventive isolation, where the university avoids the dependency risks seen elsewhere in the country. A very low gap indicates that the institution's scientific prestige is structural and generated by its own internal capacity, rather than being dependent on external partners. This reflects a sustainable model of excellence where the institution exercises intellectual leadership in its collaborations and builds its reputation on a solid foundation of homegrown research.
The institution's Z-score is an extremely low -0.961, in sharp contrast to the national medium-risk average of 0.402. This signifies a clear preventive isolation from national trends, indicating that the university does not foster the dynamics that lead to hyperprolificity. The absence of authors with extreme publication volumes suggests a healthy balance between quantity and quality, effectively mitigating risks such as coercive authorship or the assignment of credit without real participation. This reinforces a culture where the integrity of the scientific record is prioritized over the inflation of metrics.
The institution's Z-score of -0.268 is almost identical to the national average of -0.260. This reflects an integrity synchrony with the national environment, indicating total alignment within a context of maximum scientific security for this indicator. The negligible rate of publication in its own journals shows that the university's research output consistently undergoes independent external peer review. This practice avoids potential conflicts of interest and academic endogamy, ensuring its scientific production is validated through standard competitive channels and maximizing its global visibility.
The institution shows a Z-score of -0.294, whereas the national average is 0.506. This difference highlights the institution's resilience, as its internal controls appear to effectively mitigate the systemic risks of data fragmentation present in the country. The low rate of redundant output suggests that researchers are not engaging in 'salami slicing' to artificially inflate productivity. This commitment to publishing coherent, significant studies rather than minimal publishable units strengthens the scientific evidence base and demonstrates respect for the academic review system.