| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.338 | -0.253 |
|
Retracted Output
|
-0.343 | 0.054 |
|
Institutional Self-Citation
|
0.233 | 0.155 |
|
Discontinued Journals Output
|
-0.126 | -0.195 |
|
Hyperauthored Output
|
-0.657 | 0.622 |
|
Leadership Impact Gap
|
0.919 | 0.371 |
|
Hyperprolific Authors
|
-0.355 | 0.402 |
|
Institutional Journal Output
|
-0.268 | -0.260 |
|
Redundant Output
|
0.486 | 0.506 |
The University of West Attica demonstrates a robust and well-managed research integrity profile, with an overall score of -0.175 that indicates performance slightly above the expected baseline. The institution's primary strengths lie in its effective mitigation of systemic national risks, particularly concerning authorship practices and post-publication quality control, where it shows remarkable resilience. Key areas of excellence include a very low rate of output in institutional journals and strong controls over hyper-authorship and hyper-prolificacy. However, areas requiring strategic attention include a medium-risk exposure to institutional self-citation and a significant dependency on external collaborations for scientific impact, both of which exceed national averages. These vulnerabilities, alongside a moderate rate of redundant publications that mirrors a national trend, could challenge the University's mission to produce "innovative scientific knowledge" and foster "excellence." According to SCImago Institutions Rankings data, the University's strong national standing in key areas such as Chemistry (3rd), Physics and Astronomy (6th), Mathematics (7th), and Arts and Humanities (8th) provides a solid foundation. To fully align its practices with its mission, the institution is encouraged to leverage its strong governance culture to foster greater intellectual leadership and ensure that its pursuit of excellence is matched by structural, internally-driven impact.
The University's Z-score of -0.338 is slightly lower than the national average of -0.253, indicating a prudent and well-managed approach to academic collaboration. This suggests the institution 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 University's controlled rate demonstrates a healthy pattern of collaboration that does not raise signals of strategic attempts to inflate institutional credit or engage in “affiliation shopping,” aligning with transparent and responsible research practices.
With a Z-score of -0.343, the University of West Attica shows a significantly lower rate of retractions compared to the national average of 0.054. This demonstrates strong institutional resilience, where internal control mechanisms appear to successfully mitigate the systemic risks observed elsewhere in the country. Retractions can sometimes signify responsible supervision through the correction of honest errors; however, the University's very low rate suggests that its quality control mechanisms prior to publication are robust and effective. This performance points to a healthy integrity culture that prevents the kind of recurring malpractice or lack of methodological rigor that a higher rate might indicate.
The institution's Z-score of 0.233 is notably higher than the national average of 0.155, signaling a high exposure to this particular risk factor. While a certain level of self-citation reflects the continuity of established research lines, this elevated rate suggests the institution is more prone than its peers to developing scientific 'echo chambers.' This trend warns of a potential for endogamous impact inflation, where the institution's academic influence may be oversized by internal dynamics rather than by broader recognition from the global scientific community, a vulnerability that requires strategic oversight to ensure external validation and impact.
The University's Z-score of -0.126 is slightly higher than the country's score of -0.195, pointing to an incipient vulnerability in this area. Although the overall risk is low, this subtle deviation from the national norm suggests that a small fraction of the institution's research may be channeled into outlets of questionable quality. This serves as a minor alert regarding the due diligence applied in selecting dissemination channels. It warrants a proactive review of guidance and information literacy for researchers to prevent this signal from escalating and to avoid wasting resources on low-quality or potentially 'predatory' publishing practices.
The University presents an exceptionally low Z-score of -0.657, in stark contrast to the national medium-risk average of 0.622. This result highlights a clear institutional resilience, suggesting that internal policies or academic culture effectively counter a national trend toward potential author list inflation. While extensive author lists are legitimate in 'Big Science' contexts, the University's profile indicates a strong adherence to practices that uphold individual accountability and transparency in authorship. This serves as a positive signal that the institution successfully distinguishes between necessary massive collaboration and questionable 'honorary' authorship practices.
With a Z-score of 0.919, the University shows a significantly wider impact gap than the national average of 0.371. This high value indicates that the institution is more exposed than its peers to a dependency on external partners for its scientific prestige. A wide positive gap, where overall impact is high but the impact of institution-led research is low, signals a critical sustainability risk. It suggests that the University's high-impact positioning may be largely exogenous and not yet reflective of its own structural capacity for intellectual leadership. This finding invites a strategic reflection on how to build and showcase internal research excellence to ensure long-term scientific autonomy.
The University's Z-score of -0.355 is in a low-risk category, contrasting sharply with the medium-risk national average of 0.402. This demonstrates strong institutional resilience and suggests that its control mechanisms effectively mitigate the systemic risks of hyper-prolificacy seen at the national level. While high productivity can be legitimate, the University's data indicates a healthy balance between quantity and quality, avoiding the potential pitfalls of coercive authorship or the assignment of credit without real participation. This responsible approach reinforces the integrity of its scientific record by prioritizing meaningful contribution over sheer volume.
The University's Z-score of -0.268 is almost identical to the national average of -0.260, placing both in the very low-risk category. This reflects a state of integrity synchrony, where the institution is in total alignment with a national environment of maximum scientific security on this front. By avoiding excessive dependence on its own journals, the University demonstrates a strong commitment to independent, external peer review. This practice mitigates the risk of academic endogamy and conflicts of interest, ensuring its scientific production is validated through standard competitive channels and enhancing its global visibility.
The institution's Z-score of 0.486 is nearly identical to the national average of 0.506, indicating that its performance reflects a systemic pattern shared across the country. This alignment suggests that the observed risk level is influenced by common practices or research evaluation norms at a national level. A medium-risk value alerts to the potential practice of 'salami slicing,' where a coherent study is fragmented into minimal publishable units to artificially inflate productivity metrics. This behavior, while common in the environment, distorts the scientific record and prioritizes volume over the generation of significant new knowledge, a trend that warrants institutional attention.