| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.618 | -0.062 |
|
Retracted Output
|
0.117 | -0.050 |
|
Institutional Self-Citation
|
-0.292 | 0.045 |
|
Discontinued Journals Output
|
-0.285 | -0.024 |
|
Hyperauthored Output
|
-1.224 | -0.721 |
|
Leadership Impact Gap
|
-1.137 | -0.809 |
|
Hyperprolific Authors
|
-0.849 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-0.610 | -0.515 |
Tianjin Chengjian University presents a robust scientific integrity profile, with an overall score of -0.235 that indicates a performance well-aligned with global standards of good practice. The institution demonstrates exceptional control over key structural risks, particularly in maintaining intellectual leadership, ensuring authorship transparency, and avoiding academic endogamy. These strengths provide a solid foundation for its notable academic contributions, especially in its highest-ranking thematic areas according to SCImago Institutions Rankings data, which include Biochemistry, Genetics and Molecular Biology, Physics and Astronomy, and Environmental Science. However, the analysis identifies two specific vulnerabilities—a moderate deviation from national norms in the rates of multiple affiliations and retracted publications—that warrant strategic attention. While the institution's mission was not available for this analysis, these risk signals could challenge the principles of excellence and accountability inherent to any leading Higher Education Institution. By addressing these specific areas, the university has a clear opportunity to transform its already strong integrity framework into a model of comprehensive scientific governance, further enhancing its national and international reputation.
The institution's Z-score of 0.618 moderately deviates from the national average of -0.062. This suggests that the university shows a greater sensitivity to risk factors related to 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 institutional level warrants a review. It signals a potential vulnerability where affiliations might be used strategically to inflate institutional credit or engage in “affiliation shopping,” a practice that could dilute the university's distinct academic identity and misrepresent its collaborative contributions.
With a Z-score of 0.117, the institution shows a moderate level of risk that diverges from the low-risk national context (Z-score: -0.050). This discrepancy suggests that the university's quality control mechanisms may be facing challenges not seen across the broader national system. Retractions can sometimes reflect responsible supervision and the correction of honest errors. However, a rate that stands out from the national norm serves as an alert. It may point to a systemic vulnerability in the institution's integrity culture or a lack of methodological rigor prior to publication, indicating that recurring issues might be present and require immediate qualitative verification by management to prevent reputational damage.
The institution demonstrates notable resilience with a Z-score of -0.292, contrasting sharply with the national average of 0.045. This indicates that while the national system shows a medium-level tendency towards self-citation, the university's control mechanisms appear to effectively mitigate this systemic risk. A certain level of self-citation is natural, but the university successfully avoids the 'echo chambers' that can arise from disproportionately high rates. This low value is a positive sign of broad external validation and integration with the global scientific community, showing that its academic influence is built on widespread recognition rather than endogamous or internal dynamics.
The institution maintains a prudent profile with a Z-score of -0.285, which is more rigorous than the national standard of -0.024. Although both the university and the country operate at a low-risk level, this difference highlights the institution's superior diligence in selecting dissemination channels. This careful approach is critical, as a high proportion of publications in discontinued journals can signal a failure to avoid predatory or low-quality media. By managing this process more effectively than its peers, the university better protects its resources and reputation from the risks associated with unethical publishing practices.
With a Z-score of -1.224, the institution shows a near-total absence of risk signals related to hyper-authorship, a profile that is consistent with and even stronger than the low-risk national standard (-0.721). This result indicates that authorship practices at the university are well-governed and transparent. The data shows no evidence of author list inflation or the dilution of individual accountability through 'honorary' or political authorship, confirming that its collaborative frameworks are structured with integrity and clear contribution criteria.
The institution exhibits total operational silence in this indicator, with a Z-score of -1.137 that is even lower than the already minimal national average of -0.809. A low score here is a powerful indicator of scientific autonomy and strength. It signifies that the impact of research led directly by the institution's authors is just as high as the impact of its collaborative work. This result dispels any concern that the university's prestige is dependent on external partners; instead, it confirms that its excellence metrics are the result of genuine internal capacity and intellectual leadership.
The university demonstrates significant institutional resilience, with a low-risk Z-score of -0.849 in a national context that shows a medium-level vulnerability (Z-score: 0.425). This suggests that the institution's internal policies effectively mitigate the systemic pressures for hyper-productivity seen elsewhere in the country. By maintaining a low rate of authors with extreme publication volumes, the university fosters a healthy balance between quantity and quality. This helps prevent risks such as coercive authorship or the assignment of credit without real participation, thereby prioritizing the integrity of the scientific record over the inflation of metrics.
The institution's Z-score of -0.268 reflects an almost complete absence of this risk, a profile that aligns perfectly with the secure national standard (Z-score: -0.010). This very low reliance on in-house journals is a strong indicator of the university's commitment to independent, external peer review. By channeling its research through global competitive venues, it avoids potential conflicts of interest and the risk of academic endogamy, where internal channels might be used as 'fast tracks' to inflate publication counts. This practice enhances the credibility and global visibility of its scientific output.
With a Z-score of -0.610, the institution shows a complete absence of risk signals related to redundant publications, performing even better than the very low-risk national average of -0.515. This exceptional result points to a research culture that values substantive contributions over sheer volume. It indicates that the practice of 'salami slicing'—dividing a single study into minimal publishable units to inflate productivity—is not a concern. This commitment to publishing coherent, significant findings reinforces the integrity of the scientific evidence it produces and demonstrates respect for the academic review system.