Yuxi Normal University

EXECUTIVE SUMMARY AND STRATEGIC VISION

Yuxi Normal University presents a dual profile in scientific integrity and strategic positioning, with an overall score of 0.471 reflecting a combination of significant strengths and specific, targeted vulnerabilities. The institution demonstrates an exceptionally robust culture of integrity in several core areas, showing very low risk in Institutional Self-Citation, Hyper-Authored Output, Hyperprolific Authors, Output in Institutional Journals, and Redundant Output. These results indicate a strong foundation in responsible authorship and a commitment to external validation. Thematically, the university's strengths are evident in its SCImago Institutions Rankings, particularly in Agricultural and Biological Sciences, Biochemistry, Genetics and Molecular Biology, Earth and Planetary Sciences, and Environmental Science. However, this strong base is contrasted by notable risks, particularly a significant rate of retracted output and medium-level alerts in multiple affiliations, publication in discontinued journals, and a dependency on external leadership for research impact. These vulnerabilities, if unaddressed, could undermine the university's pursuit of excellence and its social responsibility, as a high retraction rate and questionable publication channels directly conflict with the principles of rigorous and trustworthy science. By leveraging its clear strengths in research integrity as a foundation, the university has a distinct opportunity to address these specific challenges, thereby enhancing its reputational standing and ensuring its operational practices fully support its academic ambitions.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The university's Z-score of 1.125 for this indicator presents a moderate deviation from the national average of -0.062. This suggests the institution is more sensitive than its national peers to practices involving multiple affiliations. While such affiliations are often a legitimate result of researcher mobility or partnerships, a rate notably higher than the country's standard warrants a review. It is important to ensure that this pattern reflects genuine, productive collaboration rather than strategic attempts to inflate institutional credit or "affiliation shopping," a practice that can artificially boost rankings without a corresponding increase in substantive research contribution.

Rate of Retracted Output

With a Z-score of 1.582, the institution shows a significant level of risk, creating a severe discrepancy when compared to the low-risk national environment (Z-score: -0.050). This atypical rate of retractions is a critical alert that requires a deep integrity assessment. Retractions can sometimes result from honest corrections, but a rate this far above the norm suggests that quality control mechanisms prior to publication may be failing systemically. This vulnerability in the institution's integrity culture points to possible recurring malpractice or a lack of methodological rigor that necessitates immediate qualitative verification by management to protect the university's scientific reputation.

Rate of Institutional Self-Citation

The institution demonstrates a very low risk profile with a Z-score of -1.239, positioning it as a positive outlier within a national context that shows a medium risk level (Z-score: 0.045). This result indicates a form of preventive isolation, where the university successfully avoids the risk dynamics of excessive self-citation observed elsewhere in the country. A certain level of self-citation is natural, but disproportionately high rates can signal scientific isolation or 'echo chambers.' This institution's low score, in contrast, suggests its research is well-integrated into the global scientific community and validated by external scrutiny, avoiding the risk of endogamous impact inflation.

Rate of Output in Discontinued Journals

The university's Z-score of 0.787 signifies a medium risk level, a moderate deviation from the low-risk national benchmark of -0.024. This indicates a greater institutional sensitivity to the risk of publishing in journals that have been discontinued, often due to quality or ethical concerns. A high proportion of output in such venues constitutes a critical alert regarding due diligence in selecting dissemination channels. This Z-score suggests that a portion of the university's scientific production may be channeled through media that do not meet international standards, exposing the institution to reputational risks and signaling an urgent need for improved information literacy to avoid predatory practices.

Rate of Hyper-Authored Output

With a Z-score of -1.277, the institution exhibits a very low risk, demonstrating low-profile consistency that aligns with and even improves upon the low-risk national standard (Z-score: -0.721). The complete absence of risk signals in this area is a positive indicator of the institution's authorship practices. While extensive author lists are legitimate in 'Big Science,' a high rate outside these contexts can indicate author list inflation. This university's very low score suggests that its authorship assignments are transparent and maintain individual accountability, effectively avoiding practices like 'honorary' or political authorship.

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

The institution's Z-score of 1.602 represents a medium risk and constitutes a monitoring alert, as this level is highly unusual compared to the very low-risk national standard (Z-score: -0.809). This wide positive gap signals a potential sustainability risk, suggesting that the university's scientific prestige may be dependent and exogenous, rather than structural. This result invites reflection on whether the institution's high-impact metrics result from its own internal capacity or from strategic positioning in collaborations where it does not exercise intellectual leadership. Addressing this is key to building a self-sustaining and robust research ecosystem.

Rate of Hyperprolific Authors

The university's Z-score of -1.413 indicates a very low risk, showcasing a commendable preventive isolation from the risk dynamics present at the national level, where the risk is medium (Z-score: 0.425). Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may signal an imbalance between quantity and quality. This institution's very low score suggests it fosters a research culture that prioritizes substantive scientific contributions over sheer volume, successfully avoiding the risks of coercive authorship or metric-driven behaviors that can compromise the integrity of the scientific record.

Rate of Output in Institutional Journals

With a Z-score of -0.268, the institution has a very low risk profile, reflecting a low-profile consistency that is well-aligned with the low-risk national environment (Z-score: -0.010). Excessive dependence on in-house journals can raise conflicts of interest and risks of academic endogamy by bypassing independent external peer review. The university's very low score in this area is a strength, indicating that its researchers primarily seek validation through competitive, external publication channels, thereby ensuring global visibility and avoiding the use of internal journals as potential 'fast tracks' for publication.

Rate of Redundant Output

The institution's Z-score of -1.186 signifies a state of total operational silence regarding this risk, as it is even lower than the already very low-risk national average (Z-score: -0.515). This demonstrates an exemplary commitment to publishing complete and coherent research. A high rate of redundant output, or 'salami slicing,' involves fragmenting a single study into minimal publishable units to artificially inflate productivity, a practice that distorts scientific evidence. This university's exceptionally low score indicates that its research output prioritizes the communication of significant new knowledge over the maximization of publication volume.