| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.900 | -0.062 |
|
Retracted Output
|
-0.371 | -0.050 |
|
Institutional Self-Citation
|
-1.163 | 0.045 |
|
Discontinued Journals Output
|
5.136 | -0.024 |
|
Hyperauthored Output
|
-1.337 | -0.721 |
|
Leadership Impact Gap
|
0.635 | -0.809 |
|
Hyperprolific Authors
|
-1.413 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
0.133 | -0.515 |
Zhengzhou University of Science and Technology presents a mixed integrity profile, characterized by significant strengths in authorship and citation governance but offset by critical vulnerabilities in publication venue selection and research leadership. With an overall score of 0.571, the institution demonstrates exemplary low-risk levels in areas such as Multiple Affiliations, Institutional Self-Citation, and Hyperprolific Authorship, indicating robust internal controls. However, these strengths are critically undermined by a significant risk in publishing in discontinued journals and medium-level alerts related to redundant output and a dependency on external collaborations for impact. According to SCImago Institutions Rankings data, the university's key thematic areas are Computer Science, Engineering, and Mathematics. The identified risks, particularly the channeling of research into low-quality venues, directly threaten the credibility and long-term impact of these core disciplines. Such practices contradict the principles of academic excellence and social responsibility inherent to any higher education mission, potentially devaluing the institution's contributions. To secure its scientific reputation, it is recommended that the university leverage its strong governance foundations to implement a targeted strategy focused on enhancing researcher literacy in journal selection and fostering greater intellectual leadership in its collaborations.
The institution presents a Z-score of -0.900, a very low-risk signal that is even more conservative than the national average of -0.062. This demonstrates a low-profile consistency, where the complete absence of risk signals aligns with, and even surpasses, the national standard. This indicates that the university's affiliation practices are transparent and well-governed, avoiding any suggestion of strategic attempts to inflate institutional credit or engage in “affiliation shopping,” thereby reinforcing the legitimacy of its collaborative framework.
With a Z-score of -0.371, compared to the national average of -0.050, the institution exhibits a prudent profile in managing its published record. Although both operate at a low-risk level, the university's more negative score suggests it manages its processes with greater rigor than the national standard. Retractions can be complex, but a consistently low rate suggests that the institution's quality control mechanisms prior to publication are functioning effectively, preventing systemic failures and protecting its integrity culture from vulnerabilities that could lead to recurring malpractice.
The institution's Z-score of -1.163 stands in stark contrast to the national average of 0.045, indicating a state of preventive isolation from a risk dynamic present in its environment. This exceptionally low rate demonstrates that the university is not engaging in practices that could lead to scientific isolation or 'echo chambers.' By avoiding disproportionate self-validation, the institution ensures its academic influence is built on global community recognition rather than being oversized by internal dynamics, reflecting a strong commitment to external scrutiny.
The institution's Z-score of 5.136 for this indicator reveals a severe discrepancy when compared to the national average of -0.024. This atypical and significant level of risk activity is a critical alert that requires a deep integrity assessment of publication practices. A high proportion of output in discontinued journals suggests a systemic failure in due diligence when selecting dissemination channels. This indicates that a significant portion of scientific production is being channeled through media that do not meet international ethical or quality standards, exposing the institution to severe reputational risks and signaling an urgent need for information literacy to avoid wasting resources on 'predatory' or low-quality practices.
The institution shows a Z-score of -1.337, well below the national average of -0.721. This reflects a low-profile consistency, where the absence of risk signals is even more pronounced than the national standard. This very low score indicates that the university's authorship practices are well-calibrated for its disciplines, successfully distinguishing between necessary collaboration and the risk of author list inflation. This helps ensure that individual accountability and transparency in authorship are maintained.
A monitoring alert is triggered by the institution's Z-score of 0.635, an unusual risk level for a national standard that sits at -0.809. This wide positive gap suggests that while the institution's overall impact is notable, the impact of research where it holds intellectual leadership is comparatively low. This signals a potential sustainability risk, suggesting that its scientific prestige may be dependent and exogenous rather than structural. This invites reflection on whether the university's excellence metrics result from its own internal capacity or from strategic positioning in collaborations where it does not lead.
The institution's Z-score of -1.413 is exceptionally low, especially when compared to the national medium-risk average of 0.425. This demonstrates a clear preventive isolation, where the university does not replicate the risk dynamics observed in its environment. The absence of hyperprolific authors suggests a healthy balance between quantity and quality, steering clear of risks such as coercive authorship or the assignment of authorship 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, significantly lower than the national average of -0.010, the institution demonstrates low-profile consistency and sound governance. This very low rate of publication in its own journals indicates that the university is not overly dependent on these channels, thus avoiding potential conflicts of interest and academic endogamy. By prioritizing independent external peer review for the vast majority of its output, the institution ensures its scientific production undergoes standard competitive validation, enhancing its global visibility and credibility.
The institution's Z-score of 0.133 represents a monitoring alert, as this medium-risk level is unusual when compared to the very low-risk national standard of -0.515. This suggests that the practice of dividing a coherent study into minimal publishable units to artificially inflate productivity may be occurring more frequently than in the national context. This pattern of 'salami slicing' warrants a review of internal publication guidelines, as it can distort the available scientific evidence and overburden the peer-review system by prioritizing volume over significant new knowledge.
