Guangdong Ocean University

EXECUTIVE SUMMARY AND STRATEGIC VISION

Guangdong Ocean University presents a balanced and robust scientific integrity profile, with an overall score of -0.184 that indicates performance aligned with global standards. The institution demonstrates exceptional strength in several key areas of research ethics, showing very low risk in the rates of retracted output, hyper-authored publications, redundant output, and publication in institutional journals. A particularly notable strength is the minimal gap between its overall research impact and the impact of work under its direct leadership, signaling true intellectual autonomy and sustainable internal capacity. These solid foundations in research integrity support the university's prominent academic standing, particularly in its areas of thematic excellence as identified by SCImago Institutions Rankings data, including Veterinary, Agricultural and Biological Sciences, and Environmental Science. However, the analysis also reveals moderate vulnerabilities in the rates of multiple affiliations, institutional self-citation, publication in discontinued journals, and hyperprolific authors. As the institutional mission was not available for this analysis, it is crucial to consider that these risk factors, while not critical, could undermine the principles of excellence and social responsibility inherent to any leading HEI. A proactive strategy to address these moderate risks will be essential to protect and enhance the university's reputation, ensuring its scientific contributions are both impactful and unimpeachable.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution's Z-score of 0.580 for this indicator represents a moderate deviation from the national average of -0.062. This suggests that the university shows a greater sensitivity than its national peers to practices that can lead to an over-representation of institutional credit. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the elevated rate at Guangdong Ocean University warrants a closer review. It is important to ensure that these affiliations reflect genuine, substantive collaborations rather than strategic "affiliation shopping" designed to artificially inflate institutional metrics.

Rate of Retracted Output

With a Z-score of -0.597, the institution demonstrates an exceptionally low rate of retracted publications, performing significantly better than the already low-risk national average of -0.050. This result reflects a low-profile consistency, where the absence of risk signals aligns with and surpasses the national standard. Such a strong performance indicates that the university's quality control and supervision mechanisms prior to publication are highly effective. This is a clear sign of a mature integrity culture and a commitment to methodological rigor, where potential errors are identified and corrected before they enter the scientific record.

Rate of Institutional Self-Citation

The institution's Z-score of 1.212 is substantially higher than the national average of 0.045, placing it in a position of high exposure to this risk factor within a national context that also shows medium-level signals. This suggests the university is more prone than its peers to practices that could foster scientific isolation. While a certain degree of self-citation reflects the natural progression of research lines, this disproportionately high rate warns of a potential 'echo chamber' where the institution's work is validated internally without sufficient external scrutiny, risking an endogamous inflation of impact that may not be recognized by the global academic community.

Rate of Output in Discontinued Journals

The institution's Z-score of 0.096 in this area marks a moderate deviation from the low-risk national benchmark of -0.024. This indicates that the university's researchers are more sensitive than their national counterparts to publishing in journals that fail to meet international standards. This pattern constitutes a critical alert regarding the due diligence applied in selecting dissemination channels. A continued presence in such venues exposes the institution to severe reputational damage and suggests an urgent need to improve information literacy among its researchers to prevent the misallocation of resources to predatory or low-quality publishing practices.

Rate of Hyper-Authored Output

The institution exhibits an exemplary Z-score of -1.252, which is significantly lower than the national average of -0.721. This demonstrates a low-profile consistency, with an absence of risk signals that is even more pronounced than the national standard. This strong result indicates that authorship practices at the university are well-calibrated to disciplinary norms, successfully distinguishing between necessary massive collaborations in "Big Science" and the risk of author list inflation. This commitment to transparency and accountability in authorship is a cornerstone of good scientific practice.

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

With a Z-score of -1.490, the institution shows a near-total absence of risk signals, performing markedly better than the already strong national average of -0.809. This state of total operational silence is a powerful indicator of scientific maturity and sustainability. It demonstrates that the institution's high-impact research is overwhelmingly a result of its own intellectual leadership, not a dependency on external collaborations. This signifies that the university possesses a robust and structural internal capacity for generating world-class science, a key attribute of a leading research institution.

Rate of Hyperprolific Authors

The institution's Z-score of 0.559 is higher than the national average of 0.425, indicating a high exposure to this risk within a shared medium-risk environment. This suggests the university is more prone than its peers to hosting authors with extreme publication volumes. Such a pattern raises concerns about a potential imbalance between quantity and quality, as publication rates exceeding 50 articles per year challenge the limits of meaningful intellectual contribution. This signal warrants a review of authorship practices to mitigate risks such as coercive authorship or the prioritization of metrics over the integrity of the scientific record.

Rate of Output in Institutional Journals

The institution's Z-score of -0.268 is significantly lower than the national average of -0.010, reflecting a very low-risk profile. This performance demonstrates a commendable low-profile consistency, where the absence of risk signals surpasses the national standard. This result indicates that the university successfully avoids the pitfalls of academic endogamy by not over-relying on its own journals for publication. By favoring external, independent peer review, the institution ensures its research is validated against global standards, thereby enhancing its international visibility and credibility.

Rate of Redundant Output

The institution achieves a Z-score of -0.689, which is considerably lower than the national average of -0.515, placing it in a state of total operational silence for this indicator. This absence of risk signals, even below the national baseline, is an excellent result. It strongly suggests that the university's researchers are committed to publishing complete and coherent studies rather than engaging in 'salami slicing'—the practice of fragmenting data into minimal publishable units. This approach prioritizes the generation of significant new knowledge over the artificial inflation of publication counts, reinforcing the integrity of the scientific evidence base.