| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.439 | -0.062 |
|
Retracted Output
|
-0.137 | -0.050 |
|
Institutional Self-Citation
|
2.296 | 0.045 |
|
Discontinued Journals Output
|
-0.284 | -0.024 |
|
Hyperauthored Output
|
-1.208 | -0.721 |
|
Leadership Impact Gap
|
-1.783 | -0.809 |
|
Hyperprolific Authors
|
0.880 | 0.425 |
|
Institutional Journal Output
|
2.749 | -0.010 |
|
Redundant Output
|
-0.890 | -0.515 |
Shanghai Ocean University presents a robust scientific integrity profile, characterized by a low overall risk score of 0.142. The institution demonstrates exceptional performance in key areas of research autonomy and publication ethics, including a minimal gap between its overall impact and the impact of its self-led research, alongside very low rates of hyper-authored and redundant output. These strengths suggest a culture that values substantive, independent scholarship. However, this positive outlook is counterbalanced by medium-risk indicators related to internal publication dynamics, specifically in Institutional Self-Citation, Hyperprolific Authors, and Output in Institutional Journals, which point to potential academic endogamy and pressure for high-volume productivity. The university's thematic excellence, as evidenced by SCImago Institutions Rankings data, is concentrated in areas such as Agricultural and Biological Sciences (ranked 48th in China) and Veterinary (43rd in China), with strong supporting positions in Chemistry and Social Sciences. While a specific institutional mission was not available for this analysis, the identified risks of insularity and metric-driven pressures could challenge universal academic values of global collaboration and research excellence. To build upon its solid foundation, it is recommended that the university focuses on mitigating these internal risks by fostering greater external validation and balancing productivity incentives with qualitative impact, thereby ensuring its thematic strengths translate into sustainable, globally recognized leadership.
The institution's Z-score for this indicator is -0.439, which is notably lower than the national average of -0.062. This demonstrates a prudent and well-managed approach to author affiliations. The university's profile suggests more rigorous oversight of affiliation practices than the national standard, effectively minimizing ambiguity. While multiple affiliations can be a legitimate outcome of collaboration, the institution's controlled rate indicates a clear policy that avoids the risk of strategically inflating institutional credit or engaging in "affiliation shopping," thereby ensuring transparency in its collaborative footprint.
With a Z-score of -0.137, the institution maintains a lower rate of retracted publications compared to the national average of -0.050. This prudent profile suggests that the university's quality control mechanisms are more rigorous than the national standard. A low rate of retractions is a positive signal, indicating that pre-publication review processes are likely effective in identifying and correcting potential errors. This suggests a strong institutional integrity culture that successfully prevents systemic methodological failures or recurring malpractice, safeguarding its scientific record before it reaches the public domain.
The institution exhibits a Z-score of 2.296, a figure significantly higher than the national average of 0.045. This indicates a high exposure to the risks associated with this practice, making the university more prone to these alert signals than its peers across the country. A certain level of self-citation is natural, but this disproportionately high rate warns of potential scientific isolation or an "echo chamber" where work is validated internally without sufficient external scrutiny. This dynamic creates a risk of endogamous impact inflation, suggesting that the institution's perceived academic influence may be oversized by internal citation patterns rather than by broader recognition from the global scientific community.
The institution's Z-score of -0.284 is considerably lower than the national average of -0.024, reflecting a more diligent process for selecting publication venues. This prudent profile indicates that the university manages its dissemination strategy with greater rigor than the national standard. By effectively avoiding discontinued journals, the institution safeguards itself from the severe reputational risks associated with channeling research through media that fail to meet international ethical or quality standards. This demonstrates a strong commitment to information literacy and protects institutional resources from being wasted on predatory or low-quality practices.
With a Z-score of -1.208, the institution shows a complete absence of risk signals in this area, a result that is even stronger than the low-risk national average of -0.721. This low-profile consistency demonstrates an operational model that aligns with, and even exceeds, the national standard for responsible authorship. The data suggests that the university's authorship practices are transparent and accountable, effectively distinguishing between necessary large-scale collaboration and the risk of author list inflation. This avoids diluting individual responsibility and prevents the inclusion of "honorary" authorships, reinforcing a culture of meaningful contribution.
The institution's Z-score of -1.783 is exceptionally low, indicating a complete absence of risk signals and performing even better than the national average of -0.809. This signifies total operational silence in this area, reflecting outstanding scientific autonomy. The data strongly suggests that the institution's scientific prestige is structural and sustainable, built upon real internal capacity rather than being dependent on external partners. The impact of its research is clearly driven by projects where its own researchers exercise intellectual leadership, a key indicator of a mature and self-reliant academic ecosystem.
The institution's Z-score of 0.880 is notably higher than the national average of 0.425, indicating a greater concentration of hyperprolific authors and a higher exposure to the associated risks compared to its national environment. While high productivity can be legitimate, extreme individual publication volumes often challenge the limits of meaningful intellectual contribution. This elevated indicator serves as an alert for potential imbalances between quantity and quality, pointing to risks such as coercive authorship, data fragmentation, or the assignment of authorship without real participation—dynamics that prioritize metrics over the integrity of the scientific record.
The institution's Z-score of 2.749 marks a moderate deviation from the national context, where the average score is a low -0.010. This shows that the university has a greater sensitivity to this risk factor than its peers, relying more heavily on its own journals for publication. This practice raises potential conflicts of interest, as the institution acts as both judge and party in the dissemination process. The high score warns of a risk of academic endogamy, where research might bypass independent external peer review. This could limit the global visibility of its science and suggests that internal channels may be used as "fast tracks" to inflate publication counts without standard competitive validation.
The institution demonstrates an exemplary profile with a Z-score of -0.890, indicating a complete absence of risk signals and a performance that surpasses the already strong national average of -0.515. This total operational silence suggests a deeply embedded culture of publishing complete and significant research. The data indicates that the institution effectively avoids the practice of dividing coherent studies into minimal publishable units to artificially inflate productivity. This commitment to substance over volume protects the integrity of the scientific evidence base and avoids overburdening the peer-review system.
