| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.832 | -0.062 |
|
Retracted Output
|
-0.043 | -0.050 |
|
Institutional Self-Citation
|
-0.587 | 0.045 |
|
Discontinued Journals Output
|
0.054 | -0.024 |
|
Hyperauthored Output
|
-1.209 | -0.721 |
|
Leadership Impact Gap
|
-0.418 | -0.809 |
|
Hyperprolific Authors
|
-0.988 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-0.933 | -0.515 |
Yancheng Institute of Technology demonstrates a solid overall performance in scientific integrity, with a global risk score of -0.202 indicating a profile that is well-managed and operates with a low level of systemic vulnerability. The institution's primary strengths are concentrated in areas of authorship practices and publication ethics, showing exceptional control over hyper-authorship, hyperprolificacy, redundant publication, and the use of institutional journals. These areas of very low risk significantly outperform national trends. Conversely, strategic attention is required for the Rate of Multiple Affiliations and the Rate of Output in Discontinued Journals, which register as medium-risk indicators and represent the main areas for improvement. According to SCImago Institutions Rankings data, the institution's most prominent thematic areas include Environmental Science, Chemistry, and Agricultural and Biological Sciences. While a formal mission was not localized for this analysis, these results offer a powerful foundation for one: by addressing the identified vulnerabilities, the Institute can credibly build a strategic vision centered on research excellence and social responsibility, particularly within its strongest scientific domains. We recommend leveraging this data to reinforce internal governance and align publication strategies with the institution's clear potential for leadership in responsible research.
The institution's rate of multiple affiliations (Z-score: 0.832) shows a moderate deviation from the national benchmark (Z-score: -0.062), indicating a greater sensitivity to this risk factor than its peers. This elevated rate suggests a need to review collaboration and affiliation policies. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, a disproportionately high rate can signal strategic attempts to inflate institutional credit or “affiliation shopping.” It is important to ensure these affiliations reflect genuine scientific collaboration to maintain transparency and accurately represent the institution's contributions.
With a Z-score of -0.043, the institution's rate of retracted output is in close alignment with the national average (Z-score: -0.050), reflecting a level of risk that is statistically normal for its context. This indicates that the institution's post-publication correction mechanisms are functioning as expected within the national scientific ecosystem. The low and stable rate suggests that while isolated incidents may occur, there is no evidence of systemic failure in pre-publication quality control or a culture that would lead to recurring malpractice.
The institution demonstrates notable resilience against the risk of excessive self-citation, with a Z-score of -0.587 that is significantly lower than the medium-risk level observed nationally (Z-score: 0.045). This suggests that the institution's internal control mechanisms are effectively mitigating a systemic risk prevalent in its environment. By maintaining a low rate, the institution avoids the appearance of scientific isolation or 'echo chambers,' ensuring its work is validated by the broader external community and its academic influence is based on global recognition rather than being inflated by internal dynamics.
The institution's rate of publication in discontinued journals (Z-score: 0.054) presents a moderate deviation from the low-risk national standard (Z-score: -0.024), suggesting a greater institutional sensitivity to this risk factor. This pattern constitutes a critical alert regarding due diligence in selecting dissemination channels. A high Z-score indicates that a significant portion of scientific production is being channeled through media that may not meet international ethical or quality standards, exposing the institution to severe reputational risks. This highlights an urgent need for enhanced information literacy and guidance for researchers to avoid wasting resources on 'predatory' or low-quality publication practices.
The institution maintains a very low rate of hyper-authored output (Z-score: -1.209), a signal of low-profile consistency that aligns well with the national standard (Z-score: -0.721). This absence of risk signals indicates a healthy approach to authorship attribution. The institution successfully avoids patterns of author list inflation, thereby preserving individual accountability and transparency. This practice reinforces a culture where authorship is tied to meaningful contribution rather than 'honorary' or political considerations.
The institution's profile shows a slight divergence from the national trend regarding the gap between its overall impact and the impact of research under its leadership (Z-score: -0.418 versus the country's -0.809). This value, while in the low-risk category, indicates a minor signal of dependency that is not as prevalent across the rest of the country. It suggests that a portion of the institution's scientific prestige may be linked to collaborations where it does not exercise primary intellectual leadership. This invites a strategic reflection on building internal capacity to ensure that its reputation for excellence is both structural and sustainable.
The institution shows a strong preventive isolation from national trends in hyperprolific authorship, with a Z-score of -0.988 in a context where the national average indicates medium risk (Z-score: 0.425). This demonstrates that the institution does not replicate the risk dynamics observed in its environment. By effectively curbing extreme individual publication volumes, the institution mitigates potential imbalances between quantity and quality, avoiding risks such as coercive authorship or credit assigned without real participation. This reinforces a culture that prioritizes the integrity of the scientific record over the inflation of metrics.
With a Z-score of -0.268, the institution's rate of publication in its own journals is very low and consistent with the low-risk national environment (Z-score: -0.010). This absence of risk signals demonstrates a commitment to external validation and global visibility. By avoiding excessive dependence on in-house journals, the institution effectively sidesteps potential conflicts of interest and the risk of academic endogamy, ensuring its scientific production undergoes independent external peer review and competes on a global stage.
The institution exhibits total operational silence regarding redundant output, with a Z-score of -0.933 that is even lower than the already minimal national average (Z-score: -0.515). This exceptional result indicates a robust defense against the practice of 'salami slicing,' where studies are fragmented into minimal units to inflate productivity. This commitment to publishing complete and significant work strengthens the integrity of the scientific record and demonstrates a culture that prioritizes meaningful new knowledge over sheer publication volume.
