| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.236 | -0.062 |
|
Retracted Output
|
-0.296 | -0.050 |
|
Institutional Self-Citation
|
0.289 | 0.045 |
|
Discontinued Journals Output
|
-0.276 | -0.024 |
|
Hyperauthored Output
|
-1.072 | -0.721 |
|
Leadership Impact Gap
|
-0.797 | -0.809 |
|
Hyperprolific Authors
|
0.671 | 0.425 |
|
Institutional Journal Output
|
1.730 | -0.010 |
|
Redundant Output
|
-0.615 | -0.515 |
The University of Shanghai for Science and Technology presents a robust and well-balanced scientific integrity profile, with an overall risk score of -0.037 that indicates close alignment with national benchmarks. The institution demonstrates notable strengths in several key areas, including an exceptionally low rate of redundant publications and a healthy balance between its overall impact and the impact of research under its direct leadership. Furthermore, its management of multiple affiliations, retracted publications, and selection of publication venues is more rigorous than the national standard. Areas requiring strategic monitoring include a tendency towards institutional self-citation, a concentration of output among hyperprolific authors, and a significant reliance on its own institutional journals for publication. These indicators, while moderate, suggest a need to reinforce practices that encourage external validation and global engagement. According to SCImago Institutions Rankings data, the University demonstrates significant national leadership in key areas, including Pharmacology, Toxicology and Pharmaceutics (ranked 63rd in China), Arts and Humanities (66th), Mathematics (82nd), and Energy (90th). While the institution's specific mission statement was not available for this analysis, the identified risks—particularly those related to academic endogamy and potential imbalances between publication quantity and quality—could challenge common university goals of achieving global excellence and fostering transparent, externally validated research. Upholding scientific integrity is fundamental to ensuring that these thematic strengths translate into sustainable, internationally recognized social and scientific impact. Overall, the University is in a strong position; a proactive strategy to address the moderate-risk indicators will not only mitigate potential vulnerabilities but also reinforce its standing as a leading institution committed to research of the highest quality and integrity.
With a Z-score of -0.236, significantly lower than the national average of -0.062, the institution demonstrates a prudent and well-managed approach to academic collaboration. This suggests that its processes for handling affiliations are more rigorous than the national standard. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this controlled rate indicates that the university effectively avoids strategic attempts to inflate institutional credit or "affiliation shopping," favoring transparent and meaningful collaborations.
The institution's Z-score of -0.296, compared to the country's -0.050, points to a commendable profile in publication reliability and quality control. This superior performance suggests that its pre-publication review mechanisms are more effective than the national norm. Retractions can sometimes signify responsible supervision through the correction of honest errors; however, this very low rate strongly indicates that the institution's quality control mechanisms are robust, preventing systemic failures and protecting its research from recurring malpractice or a lack of methodological rigor.
The University's Z-score of 0.289 is notably higher than the national average of 0.045, indicating a high exposure to the risks associated with academic endogamy. This suggests the institution is more prone than its peers to operating within a scientific 'echo chamber.' While a certain level of self-citation reflects the continuity of research lines, this disproportionately high rate warns of the risk of 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.
The institution exhibits strong due diligence in its selection of publication channels, with a Z-score of -0.276 that is considerably better than the national average of -0.024. This prudent profile indicates that its researchers are effectively guided toward high-quality, reputable journals. A high proportion of output in discontinued journals can be a critical alert for reputational risk, but this low score confirms the institution successfully avoids channeling its scientific production through media that fail to meet international ethical standards, thereby preventing the waste of resources on 'predatory' or low-quality practices.
With a Z-score of -1.072, far below the national average of -0.721, the institution maintains a highly conservative and rigorous stance on authorship. This prudent profile suggests that its authorship practices are well-defined and transparent, avoiding inflation. In fields outside of 'Big Science,' extensive author lists can dilute individual accountability. This institution's low score is a positive signal that it effectively distinguishes between necessary massive collaboration and questionable 'honorary' authorship, thus preserving the integrity of its research contributions.
The institution's Z-score of -0.797 is in almost perfect alignment with the national average of -0.809, demonstrating integrity synchrony and maximum security in this area. This result indicates a healthy and sustainable research ecosystem. A wide gap can signal that an institution's prestige is dependent on external partners rather than its own capabilities. However, this score confirms that the University's excellence metrics result from real internal capacity and intellectual leadership, proving its scientific prestige is structural and not merely a reflection of strategic positioning in collaborations.
The institution's Z-score of 0.671, which is higher than the national average of 0.425, reveals a high exposure to risks associated with extreme publication productivity. This suggests a greater concentration of output among a small number of authors compared to its peers. While high productivity can reflect leadership, extreme volumes challenge the limits of meaningful intellectual contribution. This elevated indicator serves as an alert to potential imbalances between quantity and quality, pointing to risks such as coercive authorship or the assignment of credit without real participation—dynamics that prioritize metrics over the integrity of the scientific record.
The institution shows a moderate deviation from the national norm with a Z-score of 1.730, in stark contrast to the country's low-risk average of -0.010. This indicates a greater sensitivity to the risks of academic endogamy. In-house journals can create a conflict of interest, as the institution acts as both judge and party. This high score warns that a significant portion of its scientific production might be bypassing independent external peer review, which limits global visibility and may suggest the use of internal channels as 'fast tracks' to inflate CVs without standard competitive validation.
With an exceptionally low Z-score of -0.615, which is even better than the country's already low average of -0.515, the institution demonstrates total operational silence regarding this risk. This indicates an outstanding commitment to publishing impactful and coherent research. A high rate of bibliographic overlap often points to 'salami slicing,' where studies are fragmented to artificially inflate productivity. This institution's excellent score confirms its focus on generating significant new knowledge over volume, thereby protecting the scientific evidence base from distortion.
