| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
1.277 | -0.062 |
|
Retracted Output
|
-0.756 | -0.050 |
|
Institutional Self-Citation
|
-0.744 | 0.045 |
|
Discontinued Journals Output
|
0.145 | -0.024 |
|
Hyperauthored Output
|
-0.679 | -0.721 |
|
Leadership Impact Gap
|
-0.427 | -0.809 |
|
Hyperprolific Authors
|
-1.413 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-0.361 | -0.515 |
Dezhou University presents a robust scientific integrity profile, with an overall risk score of -0.349 that indicates a performance notably better than the global average. The institution demonstrates significant strengths in maintaining a very low rate of retracted output, hyperprolific authors, and publications in its own journals, showcasing strong internal controls and a commitment to quality. However, areas requiring strategic attention include a medium-risk level in the rate of multiple affiliations and output in discontinued journals, which deviate from national trends and could pose reputational challenges. According to SCImago Institutions Rankings data, the university's strongest thematic areas include Pharmacology, Toxicology and Pharmaceutics, Engineering, Physics and Astronomy, and Biochemistry, Genetics and Molecular Biology. While the institution's specific mission was not available for this analysis, any commitment to academic excellence and social responsibility is inherently linked to scientific integrity. The identified vulnerabilities, though moderate, could undermine these core values by creating perceptions of inflated credit or association with low-quality publishing channels. The university is encouraged to leverage its clear areas of integrity leadership to develop targeted policies that mitigate these specific risks, thereby reinforcing its foundation for sustainable and reputable scientific advancement.
With a Z-score of 1.277, the institution exhibits a medium-risk level in this area, which represents a moderate deviation from the low-risk national average (Z-score: -0.062). This suggests the university is more sensitive to factors driving multiple affiliations than its national peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this higher rate warrants a review. It is crucial to determine if this trend reflects a healthy, collaborative ecosystem or if it signals strategic attempts to inflate institutional credit through practices like “affiliation shopping,” which could compromise the transparency of institutional contributions.
The institution demonstrates an exemplary record with a Z-score of -0.756, indicating a very low risk that is consistent with the low-risk national standard (Z-score: -0.050). This absence of risk signals suggests that the university's quality control and supervision mechanisms prior to publication are highly effective. Such a low rate, even when compared to a strong national benchmark, points to a mature integrity culture where methodological rigor and responsible research conduct are well-established, minimizing the occurrence of errors or malpractice that typically lead to retractions.
Dezhou University shows a low rate of institutional self-citation (Z-score: -0.744), demonstrating notable resilience against a risk that is more pronounced at the national level (Z-score: 0.045, medium risk). This indicates that the institution's control mechanisms are effectively mitigating the country's systemic tendencies toward self-citation. By maintaining a low level, the university avoids the pitfalls of scientific isolation or 'echo chambers,' ensuring its academic influence is validated through external scrutiny from the global community rather than being inflated by endogamous internal dynamics.
The institution's Z-score of 0.145 places it at a medium-risk level for publishing in discontinued journals, a moderate deviation from the low-risk national average (Z-score: -0.024). This suggests a greater institutional sensitivity to this particular risk factor. A significant presence in such journals is a critical alert regarding the due diligence applied in selecting publication venues. This pattern indicates that a portion of the university's research is being channeled through media that may not meet international ethical or quality standards, creating severe reputational risks and highlighting an urgent need to enhance researcher literacy to prevent engagement with 'predatory' or low-quality publishers.
The institution's rate of hyper-authored output (Z-score: -0.679) is low and aligns closely with the national average (Z-score: -0.721), indicating a risk level that is statistically normal for its context and size. This alignment suggests that the university's authorship practices are consistent with national norms. There are no indicators of unusual author list inflation, which helps maintain individual accountability and transparency in research contributions, distinguishing legitimate large-scale collaborations from potentially problematic 'honorary' authorship.
The institution presents a low-risk gap (Z-score: -0.427) between its total research impact and the impact of work where it holds a leadership role. However, this marks a slight divergence from the very low-risk national benchmark (Z-score: -0.809), signaling the emergence of risk activity not commonly seen across the country. This suggests a minor but noteworthy dependency on external partners for achieving impact. This finding invites a strategic reflection on whether the institution's scientific prestige is being built primarily on its own structural capacity or if there is a growing reliance on collaborations where it does not exercise intellectual leadership, which could pose a long-term sustainability risk.
With a Z-score of -1.413, the institution shows a very low incidence of hyperprolific authors, a result that signifies a preventive isolation from the medium-risk dynamics observed nationally (Z-score: 0.425). This is a key institutional strength, demonstrating a culture that prioritizes substance over sheer volume. By effectively curbing extreme individual publication outputs, the university mitigates risks associated with a potential imbalance between quantity and quality, such as coercive authorship or 'salami slicing,' thereby safeguarding the integrity of its scientific record.
The university's Z-score of -0.268 reflects a very low rate of publication in its own journals, a profile that is consistent with and even stronger than the low-risk national standard (Z-score: -0.010). This absence of risk signals is a positive indicator of the institution's commitment to external validation. By avoiding excessive dependence on in-house journals, the university effectively sidesteps potential conflicts of interest and the risk of academic endogamy, ensuring its research undergoes independent peer review and enhancing its global visibility and credibility.
The institution's rate of redundant output, or 'salami slicing,' is at a low-risk level (Z-score: -0.361). Nonetheless, this represents a slight divergence from the very low-risk national environment (Z-score: -0.515), indicating the presence of minor risk signals that are not typical for the country. While the issue is not widespread, this suggests that some research practices may lean towards data fragmentation to artificially inflate productivity metrics. This practice can distort the scientific evidence base, and continued monitoring is recommended to ensure the institutional focus remains on producing significant, coherent contributions to knowledge.