| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.301 | -0.062 |
|
Retracted Output
|
0.465 | -0.050 |
|
Institutional Self-Citation
|
-1.293 | 0.045 |
|
Discontinued Journals Output
|
0.417 | -0.024 |
|
Hyperauthored Output
|
-0.271 | -0.721 |
|
Leadership Impact Gap
|
-0.744 | -0.809 |
|
Hyperprolific Authors
|
-0.836 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-1.005 | -0.515 |
China Medical University, Shenyang, presents a robust scientific integrity profile, reflected in an overall score of -0.183, which indicates a performance superior to the global average. The institution demonstrates exceptional strengths in managing risks related to academic endogamy and publication volume, with notably low rates of institutional self-citation, redundant output, and hyperprolific authorship. These positive indicators are foundational to the university's outstanding performance in key thematic areas, as evidenced by its SCImago Institutions Rankings in Pharmacology, Toxicology and Pharmaceutics, Dentistry, Medicine, and Biochemistry, Genetics and Molecular Biology. However, this strong profile is contrasted by moderate risks in the rates of retracted output and publications in discontinued journals. These vulnerabilities, while not critical, could undermine the institution's commitment to excellence and social responsibility by creating a perception of inadequate quality control. To secure its leadership position and ensure its research contributions are both impactful and unimpeachable, it is recommended that the university focuses on strengthening its pre-publication review processes and enhancing researcher training on selecting high-quality publication venues.
The institution exhibits a Z-score of -1.301, significantly lower than the national average of -0.062. This demonstrates a highly controlled and transparent approach to academic affiliations, surpassing the already low-risk standard observed across the country. The virtual absence of risk signals in this area indicates that the university effectively avoids practices that could be perceived as "affiliation shopping" or strategic attempts to inflate institutional credit. This low-profile consistency reinforces the legitimacy of its collaborative network and ensures that institutional credit is attributed with clarity and integrity.
With a Z-score of 0.465, the university presents a medium risk level that moderately deviates from the low-risk national context (Z-score: -0.050). This suggests the institution is more exposed than its national peers to the factors that lead to retractions. While some retractions reflect responsible error correction, a rate significantly above the norm serves as an alert. It points to a potential vulnerability in the institution's integrity culture, where quality control mechanisms prior to publication may be failing systemically. This situation warrants immediate qualitative verification by management to diagnose the root causes and prevent recurring malpractice or a lack of methodological rigor.
The university's Z-score of -1.293 marks a stark and positive contrast to the national average of 0.045. This result demonstrates a form of preventive isolation, where the institution successfully avoids the risk dynamics of academic endogamy that are more prevalent in its national environment. By maintaining an exceptionally low rate of self-citation, the university ensures its research is validated by the broader international community, mitigating the risk of operating within an 'echo chamber.' This practice confirms that the institution's academic influence is driven by global recognition rather than being inflated by internal dynamics.
The institution's Z-score of 0.417 places it at a medium risk level, showing a greater sensitivity to this risk factor compared to the low-risk national average of -0.024. This moderate deviation is a critical alert regarding the due diligence exercised by its researchers in selecting dissemination channels. A significant presence in journals that fail to meet international ethical or quality standards exposes the institution to severe reputational damage. This finding suggests an urgent need to implement stronger information literacy programs to prevent the misallocation of research efforts and resources into 'predatory' or low-quality publishing practices.
The university's Z-score of -0.271, while within a low-risk range, is notably higher than the national average of -0.721. Although both the institution and the country manage this indicator well, this difference signals an incipient vulnerability. It suggests that the university, while still maintaining control, shows slightly more activity in hyper-authorship than its peers. This warrants a review to ensure that all extensive author lists are justified by the nature of the research and do not conceal practices like 'honorary' authorship, which can dilute individual accountability and transparency.
With a Z-score of -0.744, the institution shows a low-risk signal in an area where the country shows almost no risk (Z-score: -0.809). This slight divergence indicates that the university's overall impact is marginally more dependent on collaborations where it does not hold intellectual leadership compared to the national trend. While the risk is low, this value suggests that a portion of its scientific prestige may be dependent and exogenous. It invites a strategic reflection on strengthening internal research capacities to ensure that its high-impact metrics are a direct result of its own structural excellence and leadership.
The institution demonstrates significant institutional resilience with a Z-score of -0.836, positioning it at a low-risk level in contrast to the medium-risk national average of 0.425. This indicates that the university's internal control mechanisms are effectively mitigating the systemic pressures for hyper-productivity seen elsewhere in the country. By curbing extreme individual publication volumes, the institution successfully avoids the associated risks of prioritizing quantity over quality, such as coercive authorship or the assignment of credit without meaningful intellectual contribution, thereby safeguarding the integrity of its scientific record.
The university's Z-score of -0.268 is exceptionally low, performing even better than the country's already low-risk average of -0.010. This result reflects a consistent and commendable policy of seeking external validation for its research. By minimizing its reliance on in-house journals, the institution effectively sidesteps potential conflicts of interest and the risk of academic endogamy. This practice ensures that its scientific production undergoes independent, external peer review, which enhances its global visibility and confirms its commitment to competitive, merit-based validation.
With a Z-score of -1.005, the institution shows a near-total absence of risk signals for redundant publications, performing significantly better than the already very low national average of -0.515. This state of 'total operational silence' indicates an exemplary commitment to publishing complete and substantive research. The university's practices actively discourage data fragmentation or 'salami slicing,' a method used to artificially inflate productivity by dividing a single study into minimal publishable units. This approach not only strengthens the scientific record but also demonstrates a focus on generating significant new knowledge over mere volume.