Zhejiang Normal University

EXECUTIVE SUMMARY AND STRATEGIC VISION

Zhejiang Normal University presents a robust scientific integrity profile, marked by an overall score of -0.120 that indicates a solid foundation with specific areas for strategic refinement. The institution demonstrates exceptional strengths in maintaining a very low rate of retracted output, ensuring intellectual leadership is reflected in its impact metrics, and avoiding practices like hyper-authorship or dependence on institutional journals. These positive indicators are complemented by strong academic positioning, with SCImago Institutions Rankings data highlighting top-tier national performance in key disciplines such as Psychology, Business, Management and Accounting, and Economics, Econometrics and Finance. However, to fully align with its mission of becoming a "renowned, distinctive teaching and research university," attention is required for medium-risk signals in institutional self-citation, multiple affiliations, and redundant output. These practices, if left unmonitored, could create a perception that quantitative metrics are prioritized over the substantive quality and social responsibility inherent in its mission. By proactively addressing these vulnerabilities, the university can ensure its operational practices fully reflect its commitment to excellence and its strategic role in regional and national development.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution's Z-score of 0.670 contrasts with the national average of -0.062, indicating a moderate deviation from the country's norm. This suggests the university shows a greater sensitivity to risk factors associated with affiliation practices than its peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the higher rate at Zhejiang Normal University warrants a review. It is important to ensure these patterns reflect genuine collaboration rather than strategic attempts to inflate institutional credit or "affiliation shopping," thereby safeguarding the transparency and accuracy of its research footprint.

Rate of Retracted Output

With a Z-score of -0.381, well below the national average of -0.050, the institution demonstrates an exemplary record in this area. This absence of risk signals aligns perfectly with the low-risk national standard, reflecting a consistent and effective approach to research integrity. Retractions can be complex, but such a low rate strongly suggests that the university's quality control mechanisms and supervisory processes are robust and successful. This performance signifies a culture of methodological rigor that effectively prevents the systemic failures that can lead to recurring malpractice, reinforcing the institution's commitment to producing reliable science.

Rate of Institutional Self-Citation

The university's Z-score of 0.944 is significantly higher than the national average of 0.045, revealing a high exposure to this particular risk. This indicates that the institution is more prone than its peers to practices that could be interpreted as scientific isolation. While a certain level of self-citation is natural, this disproportionately high rate signals a potential 'echo chamber' where work is validated internally without sufficient external scrutiny. This pattern warns of a risk of endogamous impact inflation, suggesting that the institution's academic influence may be oversized by internal dynamics rather than by broader recognition from the global scientific community.

Rate of Output in Discontinued Journals

The institution exhibits a prudent profile with a Z-score of -0.089, which is more favorable than the national average of -0.024. This demonstrates that the university manages its publication processes with more rigor than the national standard. A lower rate of publication in discontinued journals indicates strong due diligence in selecting dissemination channels. This careful approach protects the institution from the severe reputational risks associated with channeling research through media that fail to meet international ethical or quality standards, showcasing effective information literacy and responsible use of resources.

Rate of Hyper-Authored Output

With a Z-score of -1.144, significantly lower than the national average of -0.721, the institution shows a strong commitment to transparent authorship practices. This near-absence of risk signals is consistent with the low-risk national environment. In fields outside of 'Big Science,' extensive author lists can indicate inflation or a dilution of accountability. The university's very low score in this area is a positive sign that it successfully distinguishes between necessary massive collaboration and questionable 'honorary' authorship, thereby upholding individual accountability in its research outputs.

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

The institution's Z-score of -2.033 represents a state of total operational silence on this risk indicator, performing substantially better than the already low national average of -0.809. This exceptional result signals that the university's scientific prestige is structural and generated from within, rather than being dependent on external partners. A very low gap indicates that the impact of research led by the institution is strong and aligns with its overall impact. This reflects a high degree of real internal capacity and intellectual leadership, confirming that its excellence metrics are a direct result of its own sustainable research capabilities.

Rate of Hyperprolific Authors

The university's Z-score of 0.414 is nearly identical to the national average of 0.425, pointing to a systemic pattern. This alignment suggests the observed risk level reflects shared academic practices or evaluation criteria at a national level, rather than an issue unique to the institution. Nonetheless, a medium-risk level warrants attention. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution. This indicator alerts to potential imbalances between quantity and quality, and it is advisable to ensure that high productivity does not stem from dynamics like coercive authorship or the assignment of credit without real participation.

Rate of Output in Institutional Journals

With a Z-score of -0.268, far below the national average of -0.010, the institution demonstrates a very low reliance on its own journals for dissemination. This absence of risk signals is consistent with the low-risk national environment and is a sign of a healthy, outward-looking research culture. By avoiding excessive dependence on in-house journals, the university mitigates potential conflicts of interest and academic endogamy. This practice ensures its scientific production undergoes independent external peer review, which enhances its global visibility and confirms that its research is validated through standard competitive channels.

Rate of Redundant Output

The institution's Z-score of 0.843 presents a monitoring alert, as it is an unusual risk level when compared to the national average of -0.515. This significant divergence from a national environment with very low risk requires a careful review of its causes. A high value in this indicator alerts to the potential practice of dividing a coherent study into minimal publishable units to artificially inflate productivity, also known as 'salami slicing.' This practice can distort the available scientific evidence and overburden the peer-review system, suggesting a need to reinforce policies that prioritize the publication of significant new knowledge over sheer volume.