| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
1.179 | -0.062 |
|
Retracted Output
|
0.183 | -0.050 |
|
Institutional Self-Citation
|
-0.847 | 0.045 |
|
Discontinued Journals Output
|
0.939 | -0.024 |
|
Hyperauthored Output
|
-1.013 | -0.721 |
|
Leadership Impact Gap
|
-0.102 | -0.809 |
|
Hyperprolific Authors
|
-1.110 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-0.297 | -0.515 |
Lishui University presents a commendable overall integrity profile, reflected in its low global risk score of 0.110. The institution demonstrates significant strengths in areas promoting research quality and external validation, with very low risk levels in institutional self-citation, hyperprolific authorship, and publication in institutional journals—outperforming national trends in these key areas. However, this positive foundation is contrasted by medium-risk alerts in the rates of multiple affiliations, retracted output, and publication in discontinued journals, which suggest vulnerabilities in author affiliation practices and pre-publication quality control. According to SCImago Institutions Rankings data, the university's strongest research contributions are concentrated in the fields of Chemistry, Biochemistry, Genetics and Molecular Biology, and Pharmacology, Toxicology and Pharmaceutics. While a localized mission statement was not available for this analysis, the identified medium-risk indicators could challenge core academic values of excellence and social responsibility. Specifically, a higher-than-average rate of retractions and publication in low-quality journals can undermine the credibility and impact of its strongest research areas. By strategically addressing these specific vulnerabilities, Lishui University can further enhance its scientific integrity, ensuring its operational practices fully support its academic strengths and its role as a responsible contributor to global knowledge.
The institution's Z-score of 1.179 for multiple affiliations shows a moderate deviation from the national standard (Z-score: -0.062), indicating a greater sensitivity to this risk factor than its peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this higher rate suggests a need to review authorship practices to ensure they are not being used strategically to inflate institutional credit or as a form of “affiliation shopping.” This divergence from the national norm warrants an internal review to confirm that all affiliations reflect genuine and substantial contributions.
With a Z-score of 0.183, the institution's rate of retracted output is notably higher than the national average (Z-score: -0.050), which sits at a low-risk level. This discrepancy suggests that the university's quality control mechanisms prior to publication may be less robust than those of its national counterparts. A retraction rate significantly above the norm serves as an alert to a potential vulnerability in the institution's integrity culture, indicating that recurring methodological issues or a lack of rigorous supervision may be present and require immediate qualitative verification by management.
The institution demonstrates exceptional performance in this area, with a Z-score of -0.847, indicating a very low risk of institutional self-citation. This result is particularly strong as it represents a form of preventive isolation from the medium-risk dynamics observed at the national level (Z-score: 0.045). This low rate signals that the university successfully avoids the creation of scientific 'echo chambers' and does not inflate its impact through endogamous practices. Instead, its academic influence is validated by the broader global community, reflecting a healthy integration into international research dialogues.
The institution's Z-score of 0.939 for output in discontinued journals marks a significant deviation from the low-risk national benchmark (Z-score: -0.024). This constitutes a critical alert regarding the due diligence applied in selecting dissemination channels. The score indicates that a portion of the university's scientific production is being directed to journals that fail to meet international ethical or quality standards. This practice exposes the institution to severe reputational risks and suggests an urgent need to enhance information literacy among researchers to prevent the waste of resources on 'predatory' or low-quality publishing.
With a Z-score of -1.013, the institution maintains a prudent profile regarding hyper-authored publications, managing its processes with more rigor than the national standard (Z-score: -0.721). Although both the institution and the country operate at a low-risk level, this lower value indicates a more discerning approach to authorship. It suggests the university is effectively distinguishing between necessary massive collaboration and potentially problematic practices like author list inflation or 'honorary' authorships, thereby upholding individual accountability and transparency.
The institution's Z-score of -0.102 reveals a slight divergence from the national environment, which shows a near-total absence of risk in this area (Z-score: -0.809). This signal, though at a low-risk level, suggests a minor tendency for the university's scientific prestige to be dependent on external collaborations where it does not exercise intellectual leadership. This gap invites reflection on whether the institution's excellence metrics are fully supported by its own internal capacity or are partially reliant on a strategic positioning in partnerships, posing a minor but notable sustainability risk.
The institution shows an outstandingly low risk concerning hyperprolific authors, with a Z-score of -1.110. This demonstrates a clear preventive isolation from the medium-risk trend observed across the country (Z-score: 0.425). This very low rate is a strong indicator of an institutional culture that prioritizes the integrity of the scientific record over sheer publication volume. It effectively mitigates risks such as coercive authorship or the assignment of authorship without real participation, ensuring that productivity metrics reflect meaningful intellectual contributions.
The institution's Z-score of -0.268 reflects a very low rate of publication in its own journals, a signal of strong integrity that is consistent with, and even improves upon, the low-risk national standard (Z-score: -0.010). This absence of risk signals demonstrates a firm commitment to independent, external peer review. By avoiding potential conflicts of interest and academic endogamy, the university ensures its scientific production is validated through competitive international channels, thereby maximizing its global visibility and credibility.
A slight divergence is noted in the rate of redundant output, where the institution's Z-score is -0.297 compared to the country's very low-risk profile (Z-score: -0.515). While the university's risk level is low, this signal of activity does not appear in the rest of the country. It suggests a minor presence of data fragmentation or 'salami slicing,' where studies may be divided into minimal publishable units to artificially inflate productivity. This practice warrants monitoring to ensure that the institutional focus remains on producing significant new knowledge rather than prioritizing publication volume.