Harokopio University

EXECUTIVE SUMMARY AND STRATEGIC VISION

Harokopio University demonstrates a robust overall integrity profile, reflected in its low global risk score of 0.036. The institution's primary strengths lie in its publication practices, with very low risk signals for retracted output, redundant publications, and output in discontinued or institutional journals, indicating effective quality control and ethical oversight. However, areas requiring strategic attention emerge in authorship patterns, particularly a high exposure to hyperprolificacy and a moderate deviation in multiple affiliations compared to national trends. These vulnerabilities warrant review to ensure they do not undermine the university's notable academic achievements. According to SCImago Institutions Rankings data, the university excels in several key areas, holding top national positions in Earth and Planetary Sciences, Business, Management and Accounting, and Engineering. While the institution's specific mission statement was not available for this analysis, the identified risks in authorship could potentially conflict with the universal academic values of excellence and transparency. To safeguard its reputation and the sustainability of its research success, it is recommended that the university proactively develops and communicates clear institutional policies on authorship criteria and affiliations, thereby reinforcing its already strong foundation of scientific integrity.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution presents a Z-score of 1.080, a notable contrast to the national average of -0.253. This moderate deviation suggests the university is more sensitive than its national peers to practices leading to multiple affiliations. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this disproportionately higher rate could signal strategic attempts to inflate institutional credit. It is advisable to review the underlying drivers of this trend to ensure that all affiliations are substantive and reflect genuine collaboration rather than "affiliation shopping," thereby safeguarding the institution's academic currency.

Rate of Retracted Output

With a Z-score of -0.493, the institution demonstrates an exceptionally low rate of retracted publications, particularly when compared to the medium-risk national average of 0.054. This positive result indicates a successful preventive isolation, where the university does not replicate the risk dynamics observed in its environment. Retractions can sometimes signify responsible supervision through the correction of honest errors; however, the near-absence of such events at the university suggests that its quality control mechanisms prior to publication are functioning with exemplary efficiency, effectively preventing the types of systemic failures or recurring malpractice that might be present elsewhere in the country.

Rate of Institutional Self-Citation

The institution's Z-score of -0.140 is in the low-risk range, standing favorably against the national medium-risk average of 0.155. This demonstrates institutional resilience, as internal control mechanisms appear to successfully mitigate the systemic risks of self-citation prevalent in the country. A certain level of self-citation is natural, reflecting the continuity of research lines. By keeping this rate low, the university avoids the concerning signals of scientific isolation or 'echo chambers,' ensuring its work is validated by the broader scientific community and that its academic influence is a result of global recognition, not just internal dynamics.

Rate of Output in Discontinued Journals

The institution shows a Z-score of -0.380, indicating a very low risk that is consistent with, and even improves upon, the low-risk national standard (-0.195). This low-profile consistency demonstrates a strong due diligence process in selecting publication venues. A high proportion of output in discontinued journals can be a critical alert for reputational risk, suggesting a failure to avoid 'predatory' or low-quality media. The university's excellent performance in this area indicates that its researchers are well-informed and are channeling their work through stable, reputable outlets, thus protecting the institution's resources and scientific standing.

Rate of Hyper-Authored Output

With a Z-score of 0.760, the institution shows a higher propensity for hyper-authored publications than the national average of 0.622. This high exposure suggests the university is more prone to alert signals in this area than its peers. While extensive author lists are legitimate in 'Big Science' collaborations, their appearance in other contexts can indicate author list inflation, which dilutes individual accountability. This signal warrants a closer examination of authorship practices within the institution to distinguish between necessary massive collaboration and potentially problematic 'honorary' authorship, ensuring transparency and responsibility in research contributions.

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

The institution's Z-score of 0.206, while in the medium-risk category, is notably lower than the national average of 0.371. This reflects a differentiated management approach, where the university moderates a risk that appears more common across the country. A wide positive gap can signal a sustainability risk, suggesting that scientific prestige is dependent on external partners rather than built on internal capacity. The university's more contained score indicates a healthier balance, where its global impact is more closely aligned with the impact of research where it exercises direct intellectual leadership, pointing towards a more robust and sustainable research ecosystem.

Rate of Hyperprolific Authors

The institution's Z-score for hyperprolific authors is 1.972, a figure that indicates high exposure and is significantly above the national average of 0.402. This metric alerts to potential imbalances between quantity and quality, as extreme individual publication volumes challenge the limits of meaningful intellectual contribution. Such a high indicator points to risks like coercive authorship or the assignment of credit without real participation, dynamics that prioritize metrics over the integrity of the scientific record. This finding suggests an urgent need to review institutional productivity incentives and authorship policies to ensure they foster sound and ethical research practices.

Rate of Output in Institutional Journals

The institution's Z-score of -0.268 is almost identical to the national average of -0.260, both of which are in the very low-risk category. This reflects a perfect integrity synchrony, showing total alignment with a national environment of maximum scientific security in this regard. By avoiding excessive dependence on in-house journals, the university mitigates potential conflicts of interest and the risk of academic endogamy. This practice ensures that its scientific production undergoes independent external peer review, thereby maximizing its global visibility and validating its research through standard competitive channels rather than internal 'fast tracks'.

Rate of Redundant Output

With a Z-score of -1.186, the institution displays a near-total absence of redundant output, a stark contrast to the medium-risk national average of 0.506. This demonstrates a remarkable preventive isolation from a problematic national trend. A high rate of bibliographic overlap often indicates 'salami slicing'—the practice of fragmenting a study into minimal units to inflate productivity, which distorts scientific evidence. The university's exceptionally low score is a testament to its commitment to publishing significant, coherent, and non-fragmented knowledge, upholding the highest standards of research integrity.