| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
1.484 | -0.062 |
|
Retracted Output
|
-0.512 | -0.050 |
|
Institutional Self-Citation
|
-1.637 | 0.045 |
|
Discontinued Journals Output
|
0.388 | -0.024 |
|
Hyperauthored Output
|
-0.819 | -0.721 |
|
Leadership Impact Gap
|
-0.449 | -0.809 |
|
Hyperprolific Authors
|
-0.963 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-0.947 | -0.515 |
Shanghai University of Medicine and Health Sciences presents a robust and well-balanced scientific integrity profile, with an overall risk score of -0.243 that indicates performance aligned with global standards. The institution's primary strengths lie in its exceptional control over internal research practices, demonstrating very low risk in areas such as Retracted Output, Institutional Self-Citation, Hyperprolific Authorship, and Redundant Output. These results suggest a strong culture of quality and ethical rigor. However, areas requiring strategic attention are the moderate risk levels observed in the Rate of Multiple Affiliations and the Rate of Output in Discontinued Journals, which suggest vulnerabilities in external engagement and publication strategy. According to SCImago Institutions Rankings data, the university's most prominent thematic areas include Environmental Science, Pharmacology, Toxicology and Pharmaceutics, and Biochemistry, Genetics and Molecular Biology. While the institution's specific mission was not available for this analysis, the identified risks in affiliation and journal selection could challenge universally held academic values of excellence and social responsibility by creating reputational exposure. To build upon its solid foundation, the university is advised to focus on developing clearer policies for author affiliations and enhancing researcher training on selecting high-quality publication venues, thereby ensuring its operational integrity fully matches its thematic strengths.
The institution exhibits a Z-score of 1.484, which represents a moderate deviation from the national Z-score of -0.062. This indicates that the university shows a greater sensitivity to risk factors related to author affiliations than its national peers. While multiple affiliations are often a legitimate result of collaboration, the significantly higher rate here could signal strategic attempts to inflate institutional credit or "affiliation shopping." This discrepancy warrants a review of institutional policies to ensure that all affiliations are transparent, justified, and reflect genuine intellectual contributions, thereby safeguarding the university's academic reputation.
With a Z-score of -0.512, the institution demonstrates a very low incidence of retracted publications, a positive signal that is consistent with the low-risk national environment (Z-score: -0.050). This absence of significant risk signals suggests that the university's quality control and supervision mechanisms prior to publication are functioning effectively. Such a strong performance in this area reinforces the institution's commitment to producing reliable and methodologically sound research, contributing positively to its culture of integrity.
The institution shows an exceptionally strong performance with a Z-score of -1.637, indicating a near-absence of institutional self-citation. This result is particularly noteworthy as it represents a form of preventive isolation from the medium-risk dynamics observed at the national level (Z-score: 0.045). This demonstrates that the university avoids the risk of creating scientific 'echo chambers' or inflating its impact through endogamous practices. Instead, its academic influence is clearly validated by external scrutiny and recognition from the global scientific community, reflecting a high degree of integration and relevance in its fields.
The university's Z-score of 0.388 in this indicator signals a moderate deviation from the national average of -0.024. This suggests the institution is more sensitive than its peers to the risk of publishing in questionable venues. A high proportion of output in journals that cease publication is a critical alert regarding due diligence in selecting dissemination channels. This pattern indicates that a portion of the university's research is being channeled through media that may not meet international ethical or quality standards, exposing the institution to severe reputational risks and suggesting an urgent need for enhanced information literacy to prevent the use of 'predatory' or low-quality outlets.
With a Z-score of -0.819, the institution maintains a prudent profile regarding hyper-authorship, performing with slightly more rigor than the national standard (Z-score: -0.721). This low rate indicates that the university effectively manages authorship practices, successfully distinguishing between necessary massive collaboration in "Big Science" and potential author list inflation. This responsible approach reinforces individual accountability and transparency in research contributions, preventing the dilution of credit that can occur with 'honorary' or political authorship.
The institution's Z-score of -0.449 reveals a slight divergence from the national context, where this risk is virtually absent (Z-score: -0.809). This small but noticeable gap suggests that the institution's overall scientific prestige may be partially dependent on external partners, as its global impact is slightly higher than the impact of research where it exercises direct intellectual leadership. While the risk level is low, this signal invites a strategic reflection on strengthening internal capacity to ensure that its reputation for excellence is structural and sustainable, rather than primarily derived from a supporting role in collaborations.
The university demonstrates an outstanding Z-score of -0.963, indicating a near-total absence of hyperprolific authors. This performance acts as a preventive isolation from the medium-risk trend seen across the country (Z-score: 0.425). Such a result points to a healthy institutional culture that prioritizes quality over sheer quantity, effectively avoiding the risks associated with extreme publication volumes, such as coercive authorship or the assignment of credit without meaningful participation. This commitment to a balanced and realistic research output is a cornerstone of scientific integrity.
With a Z-score of -0.268, the institution shows a very low reliance on its own journals for publication, a practice that aligns with the low-risk national standard (Z-score: -0.010). This low-profile consistency is a positive sign, as it indicates that the university's research output is predominantly subjected to independent, external peer review. By avoiding potential conflicts of interest and academic endogamy, the institution ensures its scientific production is validated competitively on a global stage, enhancing its visibility and credibility.
The institution's performance in this area is exemplary, with a Z-score of -0.947 reflecting a total operational silence on this risk indicator. This value is significantly better than the already very low national average (Z-score: -0.515). The near-absence of redundant publications demonstrates a strong institutional commitment to producing substantive and coherent research. It shows that the university actively discourages 'salami slicing'—the practice of fragmenting studies into minimal units to inflate publication counts—thereby upholding the integrity of the scientific record and contributing meaningful knowledge.