| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.093 | -0.062 |
|
Retracted Output
|
-0.569 | -0.050 |
|
Institutional Self-Citation
|
0.069 | 0.045 |
|
Discontinued Journals Output
|
-0.274 | -0.024 |
|
Hyperauthored Output
|
-1.139 | -0.721 |
|
Leadership Impact Gap
|
-1.659 | -0.809 |
|
Hyperprolific Authors
|
0.577 | 0.425 |
|
Institutional Journal Output
|
0.581 | -0.010 |
|
Redundant Output
|
-0.992 | -0.515 |
Shenyang Pharmaceutical University presents a robust scientific integrity profile, reflected in a favorable overall risk score of -0.286. The institution demonstrates exceptional control in critical areas such as the Rate of Retracted Output, Hyper-Authored Output, and Redundant Output, indicating strong quality assurance and authorship practices. However, a cluster of medium-risk indicators, including the Rate of Multiple Affiliations, Institutional Self-Citation, Hyperprolific Authors, and Output in Institutional Journals, suggests potential vulnerabilities related to academic endogamy and authorship pressure that warrant strategic attention. These findings are particularly relevant given the university's outstanding international standing in key research fields, as evidenced by its SCImago Institutions Rankings, where it holds a world-class position in Pharmacology, Toxicology and Pharmaceutics (ranked 21st globally) and demonstrates significant strength in Chemistry, Biochemistry, Genetics and Molecular Biology, and Medicine. While a specific mission statement was not available for analysis, the identified risks could challenge the core principles of any institution aspiring to global excellence and social responsibility. Practices that may lead to inflated credit or insular validation risk undermining the university's hard-earned reputation and the societal trust it commands. By proactively addressing these medium-risk areas, Shenyang Pharmaceutical University can further solidify its position as a global leader, ensuring its remarkable scientific output is built upon a foundation of unimpeachable integrity and transparency.
The university shows a greater sensitivity to risk factors related to multiple affiliations than its national peers, with a Z-score of 0.093 that marks a moderate deviation from the country's average of -0.062. This suggests a need to examine affiliation patterns with greater scrutiny. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, disproportionately high rates can signal strategic attempts to inflate institutional credit or “affiliation shopping.” It is advisable for the institution to review its policies to ensure that all declared affiliations reflect substantive, transparent, and verifiable collaborations.
The institution's performance in this area is exemplary, with a Z-score of -0.569 that is significantly better than the national average of -0.050. This demonstrates a low-profile consistency, where the absence of risk signals aligns with, and even surpasses, the national standard. A rate of retractions significantly lower than the average suggests that the university's quality control mechanisms prior to publication are robust and effective, reflecting a strong culture of integrity and methodological rigor that prevents systemic failures.
The university's Z-score of 0.069 is closely aligned with the national average of 0.045, indicating that its self-citation rate reflects a systemic pattern common within the country. This suggests that the observed risk level may be influenced by shared academic practices or evaluation systems at a national level. Although a certain level of self-citation is natural and reflects the continuity of research lines, these medium-risk values warn of potential scientific isolation or 'echo chambers.' It is advisable to monitor this trend to ensure the institution's academic influence is validated by the global community and not disproportionately inflated by internal dynamics.
With a Z-score of -0.274, the university demonstrates a more prudent profile in selecting publication venues compared to the national average of -0.024. This indicates that the institution manages its processes with more rigor than the national standard, effectively avoiding channels that do not meet international ethical or quality standards. This proactive approach mitigates reputational risks and ensures that research resources are not directed toward 'predatory' or low-quality practices, safeguarding the long-term value of its scientific output.
The institution shows an exceptionally low rate of hyper-authored publications, with a Z-score of -1.139 that is well below the national average of -0.721. This reflects a low-profile consistency, where the complete absence of risk signals surpasses the already low-risk national standard. This result indicates that the university's authorship practices are transparent and well-governed, successfully distinguishing between necessary massive collaboration and potentially problematic 'honorary' or political authorship, thereby upholding individual accountability.
The university exhibits total operational silence in this indicator, with a Z-score of -1.659 that is significantly lower than the already minimal national average of -0.809. This outstanding result signifies an absence of risk signals even below the national baseline. It strongly suggests that the institution's scientific prestige is structural and endogenous; its high-impact research is overwhelmingly led by its own researchers, demonstrating true internal capacity and intellectual leadership rather than a dependency on external collaborations for visibility.
The university's Z-score of 0.577 for hyperprolific authors is notably higher than the national average of 0.425, indicating high exposure to this risk factor. This suggests the institution is more prone to showing alert signals in this area than its environment average. While high productivity can evidence leadership, extreme individual publication volumes challenge the limits of meaningful intellectual contribution. This indicator alerts to potential imbalances between quantity and quality, pointing to risks such as coercive authorship or the assignment of authorship without real participation—dynamics that prioritize metrics over scientific record integrity.
A moderate deviation is observed in the rate of publication in institutional journals, where the university's Z-score of 0.581 contrasts with the low-risk national average of -0.010. This indicates a greater sensitivity to this risk factor than its peers. While in-house journals are valuable for local dissemination, an excessive dependence on them raises potential conflicts of interest and risks of academic endogamy, where production might be bypassing independent external peer review. This practice could limit global visibility and suggests a need to ensure internal channels are not used as 'fast tracks' to inflate CVs without standard competitive validation.
The institution demonstrates total operational silence regarding redundant publications, with a Z-score of -0.992 that is markedly better than the national average of -0.515. This absence of risk signals, even below the national baseline, is a strong indicator of sound research practices. It suggests that the university's researchers prioritize the publication of significant, coherent studies over the artificial inflation of productivity through data fragmentation or 'salami slicing,' thereby contributing robust and meaningful knowledge to the scientific record.
