| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
2.179 | -0.062 |
|
Retracted Output
|
1.131 | -0.050 |
|
Institutional Self-Citation
|
-1.096 | 0.045 |
|
Discontinued Journals Output
|
0.530 | -0.024 |
|
Hyperauthored Output
|
-1.151 | -0.721 |
|
Leadership Impact Gap
|
1.841 | -0.809 |
|
Hyperprolific Authors
|
-1.413 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
1.392 | -0.515 |
Yuncheng University presents a complex scientific integrity profile, marked by a notable contrast between robust internal governance and significant external-facing vulnerabilities. With an overall score of 0.544, the institution demonstrates exceptional control over practices related to authorship and academic endogamy, showing very low risk in areas such as Institutional Self-Citation, Hyper-Authored Output, and Hyperprolific Authors. These strengths suggest a culture that values individual accountability and external validation. However, this is counterbalanced by critical alerts in publication strategy and quality control, most notably a significant risk in the Rate of Retracted Output and medium risks in Multiple Affiliations, Output in Discontinued Journals, and Redundant Output. According to SCImago Institutions Rankings data, the university's main areas of scientific contribution include Physics and Astronomy, Earth and Planetary Sciences, and Chemistry. The identified risks, particularly those concerning retractions and publication in low-quality journals, directly challenge any institutional mission centered on academic excellence and social responsibility, as they undermine the reliability and impact of its research. To secure its long-term reputation, Yuncheng University should leverage its strong internal controls to implement a rigorous, quality-focused publication and collaboration strategy that mitigates these external risks and ensures its scientific output is both impactful and trustworthy.
The institution presents a Z-score of 2.179, which moderately deviates from the national average of -0.062. This suggests that the university shows a greater sensitivity to risk factors associated with affiliation practices than its national peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the observed higher rate at the institution warrants a closer look. It may signal strategic attempts to inflate institutional credit or "affiliation shopping," a practice that could artificially boost rankings without a corresponding increase in substantive collaborative output. A review of a sample of these affiliations is recommended to ensure they reflect genuine and equitable scientific partnerships.
With a Z-score of 1.131, the institution shows a severe discrepancy compared to the national average of -0.050. This risk activity is highly atypical for the national context and requires a deep integrity assessment. Retractions are complex events, but a rate significantly higher than the average alerts to a critical vulnerability in the institution's integrity culture. This Z-score suggests that quality control mechanisms prior to publication may be failing systemically, indicating possible recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management to protect the university's scientific reputation.
The institution's Z-score of -1.096 indicates a state of preventive isolation from the risk dynamics observed nationally, where the average is 0.045. This very low rate is a sign of institutional strength. A certain level of self-citation is natural, but the university successfully avoids the risk of creating 'echo chambers' where work is validated without sufficient external scrutiny. This result suggests that the institution's academic influence is built on global community recognition rather than being inflated by internal dynamics, reflecting a healthy integration into the international research landscape.
The institution's Z-score of 0.530 shows a moderate deviation from the national average of -0.024, indicating a greater exposure to this risk factor than its peers. This constitutes a critical alert regarding due diligence in selecting dissemination channels. The Z-score indicates that a portion of its scientific production is being channeled through media that may not meet international ethical or quality standards. This exposes the institution to severe reputational risks and suggests an urgent need for enhanced information literacy among its researchers to avoid wasting resources on 'predatory' or low-quality publication practices.
With a Z-score of -1.151, the institution demonstrates low-profile consistency, as its absence of risk signals aligns with the national standard (Z-score of -0.721). This very low rate indicates that authorship practices at the institution are transparent and maintain individual accountability. By avoiding the pattern of author list inflation outside of legitimate 'Big Science' contexts, the university effectively distinguishes between necessary massive collaboration and questionable 'honorary' authorship, reinforcing a culture of credible contribution.
The institution's Z-score of 1.841 represents a monitoring alert, as this is an unusual risk level when compared to the national standard of -0.809. This wide positive gap—where global impact is higher than the impact of research led by the institution—signals a potential sustainability risk. It suggests that the institution's scientific prestige may be dependent and exogenous, not structural. This finding invites reflection on whether its excellence metrics result from real internal capacity or from strategic positioning in collaborations where the institution does not exercise primary intellectual leadership, a dependency that could hinder long-term autonomous growth.
The institution's Z-score of -1.413 demonstrates a preventive isolation from national trends, where the average is 0.425. This very low risk level is a positive indicator of research quality. The absence of authors with extreme publication volumes suggests a healthy balance between quantity and quality, steering clear of risks such as coercive authorship or the assignment of credit without real participation. This focus on meaningful intellectual contribution over sheer volume reinforces the integrity of the institution's scientific record.
With a Z-score of -0.268, the institution shows low-profile consistency, aligning with the low-risk national environment (Z-score of -0.010). This indicates a healthy publication practice that avoids potential conflicts of interest. By not depending on its own journals, the university ensures its scientific production undergoes independent external peer review, which is essential for global visibility and competitive validation. This practice prevents academic endogamy and the use of internal channels as 'fast tracks' to inflate publication records without standard scrutiny.
The institution's Z-score of 1.392 is a monitoring alert, as this risk level is highly unusual for the national standard, which sits at -0.515. This value warns of the potential practice of dividing coherent studies into minimal publishable units to artificially inflate productivity metrics. Such data fragmentation, or 'salami slicing,' can distort the available scientific evidence and overburden the peer-review system. This signal suggests a need to review publication patterns to ensure that the focus remains on generating significant new knowledge rather than maximizing output volume.
