| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.867 | -0.062 |
|
Retracted Output
|
1.394 | -0.050 |
|
Institutional Self-Citation
|
-1.262 | 0.045 |
|
Discontinued Journals Output
|
0.902 | -0.024 |
|
Hyperauthored Output
|
-1.010 | -0.721 |
|
Leadership Impact Gap
|
-1.724 | -0.809 |
|
Hyperprolific Authors
|
-1.027 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-1.012 | -0.515 |
Jinzhou Medical University presents a profile of pronounced strengths alongside specific, critical vulnerabilities. With an overall integrity score of 0.132, the institution demonstrates exceptional performance in a majority of indicators, particularly in maintaining low rates of institutional self-citation, hyperprolific authorship, and redundant output, often outperforming a national context that shows moderate risks in these areas. This robust internal governance is a significant asset. However, this positive landscape is sharply contrasted by a significant-risk alert for its Rate of Retracted Output and a medium-risk signal for its Rate of Output in Discontinued Journals. These two indicators represent a severe discrepancy from national norms and pose a direct threat to the university's reputation. According to SCImago Institutions Rankings data, the university holds strong national positions in key thematic areas such as Psychology, Pharmacology, Toxicology and Pharmaceutics, and Medicine. The identified integrity risks, especially concerning publication quality and retractions, could undermine the credibility of these strategic research fields. Upholding any mission of academic excellence and social responsibility requires that these vulnerabilities be addressed decisively, ensuring that the institution's recognized thematic strengths are built upon a foundation of unquestionable scientific integrity. A targeted intervention focused on pre-publication quality control and journal selection guidance is recommended to align its practices with its otherwise outstanding integrity profile.
The institution exhibits a Z-score of -0.867, which is significantly lower than the national average of -0.062. This result indicates a very low-risk profile that is consistent with, and even improves upon, the low-risk standard observed across the country. The data suggests that the university's policies and researcher practices regarding affiliations are exceptionally clear and transparent. While multiple affiliations can be a legitimate outcome of collaboration, the absence of any disproportionate signals at Jinzhou Medical University confirms that its institutional credit is being managed with integrity, avoiding any suggestion of strategic "affiliation shopping" to inflate its standing.
A Z-score of 1.394 places the institution in the significant-risk category, creating a severe discrepancy when compared to the country's low-risk average of -0.050. This atypical level of activity is a critical alert. Retractions are complex events, but a rate this far above the norm suggests that the institution's quality control mechanisms prior to publication may be failing systemically. This is not merely a matter of isolated incidents; such a high score points to a potential vulnerability in the institution's integrity culture. It indicates that recurring malpractice or a lack of methodological rigor may be present, requiring immediate qualitative verification by management to protect the university's scientific reputation.
With a Z-score of -1.262, the institution demonstrates a near-total absence of risk in this area, a figure that is particularly noteworthy when contrasted with the national average of 0.045, which falls into the medium-risk category. This represents a case of preventive isolation, where the university successfully avoids the risk dynamics prevalent in its environment. A certain level of self-citation is natural, but the institution's extremely low rate signals a strong reliance on external validation and a healthy integration into the global scientific community. This performance effectively mitigates any risk of creating 'echo chambers' or endogamously inflating its impact, proving that its academic influence is driven by broad recognition rather than internal dynamics.
The institution's Z-score of 0.902 indicates a medium level of risk, which constitutes a moderate deviation from the low-risk national average of -0.024. This suggests the university is more sensitive to this risk factor than its national peers. A high proportion of publications in discontinued journals is a critical alert regarding the due diligence applied in selecting dissemination channels. This score indicates that a portion of the university's scientific output is being channeled through media that may not 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 its researchers to avoid wasting resources on 'predatory' or low-quality publications.
The institution's Z-score of -1.010 is well within the low-risk range and is notably more rigorous than the national average of -0.721. This prudent profile demonstrates that the university manages its authorship processes with greater control than the national standard. While extensive author lists are legitimate in 'Big Science' contexts, this indicator serves as a signal to distinguish between necessary massive collaboration and 'honorary' authorship. The university's low score suggests its practices effectively promote individual accountability and transparency, successfully avoiding the risk of author list inflation.
With a Z-score of -1.724, the institution shows a total absence of risk signals, performing even better than the already strong national average of -0.809. A wide positive gap in this indicator would suggest that an institution's prestige is dependent on external partners. However, the university's strongly negative score indicates the opposite: the impact of research led by its own authors is high, demonstrating robust and sustainable internal capacity. This result confirms that its scientific excellence is structural and homegrown, not merely the result of strategic positioning in collaborations where it does not exercise intellectual leadership.
The institution's Z-score of -1.027 signifies a very low risk, standing in stark contrast to the national average of 0.425, which indicates a medium-level risk. This is a clear example of preventive isolation, where the university does not replicate the risk dynamics observed in its national environment. While high productivity can be positive, extreme publication volumes challenge the limits of meaningful intellectual contribution. The university's excellent score indicates a healthy balance between quantity and quality, successfully avoiding potential risks such as coercive authorship or the assignment of authorship without real participation, thereby protecting the integrity of its scientific record.
With a Z-score of -0.268, the institution's risk level is very low, aligning perfectly with the low-risk national context (Z-score of -0.010). This low-profile consistency demonstrates a commitment to external validation and global dissemination. While in-house journals can be valuable, an over-reliance on them can create conflicts of interest and academic endogamy. The university's minimal use of such channels confirms that its scientific production is consistently subjected to independent external peer review, thereby maximizing its global visibility and avoiding the use of internal publications as 'fast tracks' to inflate academic records.
The institution shows total operational silence in this area, with a Z-score of -1.012 that is even lower than the very low-risk national average of -0.515. This exceptional result indicates a strong institutional culture that prioritizes substantive contributions over sheer volume. A high score in this indicator would alert to the practice of 'salami slicing,' where a study is fragmented into minimal publishable units to artificially inflate productivity. The university's performance demonstrates a clear commitment to publishing coherent and significant new knowledge, thereby respecting the scientific record and the academic review system.