Quanzhou Normal University

Region/Country

Asiatic Region
China
Universities and research institutions

Overall

-0.076

Integrity Risk

low

Indicators relating to the period 2020-2024

Indicator University Z-score Average country Z-score
Multi-affiliation
2.512 -0.062
Retracted Output
-0.691 -0.050
Institutional Self-Citation
-0.206 0.045
Discontinued Journals Output
0.142 -0.024
Hyperauthored Output
-1.233 -0.721
Leadership Impact Gap
1.255 -0.809
Hyperprolific Authors
-0.877 0.425
Institutional Journal Output
-0.268 -0.010
Redundant Output
-0.495 -0.515
0 represents the global average
AI-generated summary report

EXECUTIVE SUMMARY AND STRATEGIC VISION

Quanzhou Normal University presents a balanced scientific integrity profile, with an overall risk score of -0.076 that indicates a general alignment with expected standards. The institution demonstrates significant strengths in foundational research practices, showing very low risk in areas such as Retracted Output, Hyper-Authored Output, Output in Institutional Journals, and Redundant Output. These results point to robust internal quality controls and a culture that prioritizes transparency and external validation. However, areas requiring strategic attention include a medium-risk exposure to Multiple Affiliations and publishing in Discontinued Journals, as well as a notable gap between its overall research impact and the impact of work where it holds intellectual leadership. These vulnerabilities contrast with the institution's clear thematic strengths, particularly in Pharmacology, Toxicology and Pharmaceutics (ranked 506th globally), Environmental Science (744th), and Biochemistry, Genetics and Molecular Biology (809th), according to SCImago Institutions Rankings data. While a specific mission statement was not available, these identified risks could challenge universal academic goals of excellence and sustainable growth. A dependency on external leadership for impact, for instance, may undermine long-term scientific autonomy. By leveraging its solid integrity framework to address these specific vulnerabilities, the university can ensure its operational practices fully support its academic ambitions and solidify its reputation for high-quality, impactful research.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution exhibits a Z-score of 2.512, a stark contrast to the national average of -0.062. This moderate deviation suggests the university is more sensitive than its national peers to practices that can inflate institutional credit. While multiple affiliations are often legitimate, this elevated rate warrants a review to ensure that these collaborations are driven by substantive scientific partnership rather than strategic "affiliation shopping," a practice that can artificially boost an institution's perceived output and collaborative reach without a corresponding increase in genuine contribution.

Rate of Retracted Output

With a Z-score of -0.691, the institution demonstrates an exceptionally low rate of retractions, performing better than the already low national average of -0.050. This low-profile consistency is a strong positive signal, suggesting that the university's quality control and supervision mechanisms prior to publication are highly effective. The absence of risk signals in this critical area aligns with the national standard for research integrity, indicating a responsible and rigorous scientific culture that successfully prevents the systemic failures or recurring malpractice that a higher rate would imply.

Rate of Institutional Self-Citation

The university's Z-score of -0.206 is in the low-risk category, which is noteworthy when compared to the medium-risk national average of 0.045. This demonstrates institutional resilience, as control mechanisms appear to be successfully mitigating a systemic risk prevalent in the country. By maintaining a low rate of self-citation, the institution avoids the "echo chambers" that can arise from excessive self-validation. This practice ensures its academic influence is built on broad recognition from the global community rather than being inflated by endogamous or insular citation dynamics.

Rate of Output in Discontinued Journals

The institution's Z-score of 0.142 places it in the medium-risk category, a moderate deviation from the low-risk national average of -0.024. This indicates a greater institutional sensitivity to this risk factor compared to its peers. A high proportion of publications in discontinued journals is a critical alert regarding the due diligence applied in selecting dissemination channels. This pattern suggests that a segment of the university's research is being channeled through media that fail to meet international quality standards, exposing the institution to reputational damage and signaling an urgent need to improve information literacy to prevent the waste of resources on predatory or low-quality outlets.

Rate of Hyper-Authored Output

With a Z-score of -1.233, the institution shows a very low incidence of hyper-authorship, well below the national average of -0.721. This low-profile consistency with the national environment is a positive indicator of sound research governance. The absence of risk signals suggests that, outside of legitimate "Big Science" contexts, the university's authorship practices are transparent and effectively avoid the inflation of author lists. This helps maintain individual accountability and discourages the inclusion of "honorary" authors, reinforcing the integrity of the research record.

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

The institution presents a Z-score of 1.255, a medium-risk signal that constitutes a monitoring alert, as it is an unusual level for a national standard that is very low (-0.809). This wide positive gap requires a review of its causes, as it signals a potential sustainability risk. The high value suggests that the institution's scientific prestige may be dependent and exogenous, heavily reliant on collaborations where it does not exercise intellectual leadership. This invites a strategic reflection on whether its strong excellence metrics are the result of genuine internal capacity or a dependency on external partners for impact.

Rate of Hyperprolific Authors

The university's Z-score of -0.877 reflects a low risk of hyperprolific authorship, a positive result that contrasts with the medium-risk national average of 0.425. This finding highlights the institution's resilience, as it appears to effectively mitigate a systemic risk present in its environment. By maintaining this control, the university avoids the potential imbalances between quantity and quality that extreme publication volumes can create. This suggests a culture that discourages practices like coercive authorship or "salami slicing," prioritizing meaningful intellectual contribution over the simple inflation of publication metrics.

Rate of Output in Institutional Journals

With a Z-score of -0.268, the institution demonstrates a very low reliance on its own journals, performing better than the national average of -0.010. This low-profile consistency with the national environment is a sign of strong academic practice. By favoring external dissemination channels, the university avoids the conflicts of interest and academic endogamy that can arise when an institution acts as both judge and party in the publication process. This commitment to independent, external peer review enhances the global visibility and competitive validation of its research.

Rate of Redundant Output

The institution's Z-score of -0.495 is almost identical to the national average of -0.515, with both indicating a very low risk of redundant publication. This reflects an integrity synchrony and a total alignment with an environment of maximum scientific security. The data suggests that the university's research culture strongly discourages data fragmentation or "salami slicing," where studies are divided into minimal publishable units to artificially inflate productivity. This commitment to publishing complete, significant findings upholds the integrity of the scientific record and respects the resources of the peer-review system.

This report was automatically generated using Google Gemini to provide a brief analysis of the university scores.
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