Jiangnan University

EXECUTIVE SUMMARY AND STRATEGIC VISION

Jiangnan University demonstrates a robust overall integrity profile, marked by exceptional governance in key areas but punctuated by specific, high-priority risks. With a global integrity score of 0.136, the institution excels in maintaining intellectual leadership, ensuring authorship transparency, and avoiding questionable publication channels, reflecting a strong internal culture of scientific rigor. These strengths are foundational to its world-class standing in thematic areas such as Agricultural and Biological Sciences (ranked 9th globally), Environmental Science (27th), and Chemistry (39th), which directly support its mission to be a "pillar of the industry" through its "distinctive strengths in light industry." However, this excellence is challenged by a significant concentration of hyperprolific authors and elevated rates of retractions and institutional self-citation. These vulnerabilities could undermine the credibility that is essential for a "pillar of industry" and contradict the spirit of innovation and responsibility central to its mission. To secure its legacy, the university is advised to channel its evident capacity for good governance towards mitigating these specific risks, thereby ensuring its outstanding scientific contributions are built upon an unassailable foundation of integrity.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

With a Z-score of -0.240, the institution displays a more prudent approach to multiple affiliations than the national standard (Z-score -0.062). This indicates that the university manages its collaborative processes with greater rigor than its peers. While multiple affiliations are often legitimate, this conservative profile suggests effective oversight that minimizes the risk of strategic "affiliation shopping" and ensures that institutional credit is claimed transparently and appropriately, reflecting a healthy and well-governed collaborative ecosystem.

Rate of Retracted Output

The institution's rate of retracted output (Z-score 0.211) shows a moderate deviation from the national context, where this risk is low (Z-score -0.050). This suggests the university is experiencing a greater sensitivity to factors leading to retractions than its peers. Retractions are complex events, but a rate significantly higher than the norm alerts to a potential vulnerability in the institution's integrity culture. This finding suggests that pre-publication quality control mechanisms may be failing more frequently than expected, indicating a possible lack of methodological rigor that requires immediate qualitative verification by management.

Rate of Institutional Self-Citation

The university's Z-score for institutional self-citation is 0.853, indicating high exposure to this risk factor within a national environment that already shows a medium-level tendency (Z-score 0.045). This pattern suggests the institution is more prone to operating in a scientific 'echo chamber' than its national counterparts. While a certain level of self-citation is natural, this disproportionately high rate warns of potential endogamous impact inflation, where the institution's academic influence may be oversized by internal dynamics rather than validated by sufficient external scrutiny from the global community.

Rate of Output in Discontinued Journals

The institution demonstrates a more rigorous selection of publication venues than the national standard, with a Z-score of -0.146 compared to the country's -0.024. This prudent profile indicates that the university exercises strong due diligence in its dissemination strategy. By effectively avoiding channels that fail to meet international ethical or quality standards, the institution protects its reputation and ensures its research resources are invested in credible, high-impact outlets, reinforcing the quality of its scientific output.

Rate of Hyper-Authored Output

With a Z-score of -1.179, the institution maintains an exceptionally low-risk profile regarding hyper-authorship, far below the already low national average (Z-score -0.721). This absence of risk signals is consistent with a healthy research environment where authorship practices are transparent and well-managed. This demonstrates a clear distinction between necessary large-scale collaboration and the risk of 'honorary' authorship, thereby upholding individual accountability and the integrity of its research contributions.

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

The university shows a complete absence of risk in this area, with a Z-score of -1.268 that is even stronger than the country's very low-risk benchmark (Z-score -0.809). This operational silence indicates that the institution's scientific prestige is structurally sound and not dependent on external partners for impact. The data confirms that its excellence metrics result from genuine internal capacity and intellectual leadership, signaling a sustainable and self-sufficient model for generating high-impact research.

Rate of Hyperprolific Authors

This indicator presents a critical anomaly, as the institution's Z-score of 2.726 signifies a major risk that sharply accentuates the moderate vulnerability seen at the national level (Z-score 0.425). Such an extreme concentration of hyperprolific authors is a significant red flag, as publication volumes of this magnitude challenge the limits of meaningful intellectual contribution. This situation urgently calls for a review of institutional pressures and incentive structures, as it points to potential 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 places it in a very low-risk category for publishing in its own journals, well below the national low-risk average (Z-score -0.010). This practice demonstrates a strong commitment to independent external peer review and global visibility. By avoiding potential conflicts of interest and academic endogamy, the university ensures its research is validated through standard competitive channels, which strengthens its credibility and the perceived quality of its scientific output.

Rate of Redundant Output

With a Z-score of -0.793, the institution demonstrates an exemplary absence of risk signals related to redundant publications, performing even better than the very low-risk national average (Z-score -0.515). This total operational silence suggests a robust institutional culture that values substantive contributions over artificial productivity metrics. By effectively preventing 'salami slicing,' the university ensures the integrity of the scientific evidence it produces and avoids overburdening the peer-review system with fragmented studies.