| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.235 | -0.062 |
|
Retracted Output
|
-0.277 | -0.050 |
|
Institutional Self-Citation
|
-1.096 | 0.045 |
|
Discontinued Journals Output
|
0.112 | -0.024 |
|
Hyperauthored Output
|
-1.321 | -0.721 |
|
Leadership Impact Gap
|
0.219 | -0.809 |
|
Hyperprolific Authors
|
-0.932 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-0.369 | -0.515 |
Tianjin Agricultural University presents a robust scientific integrity profile, reflected in an overall risk score of -0.286, which indicates a performance well within the parameters of good international practice. The institution demonstrates exceptional strengths in areas critical to research ethics, showing very low risk in Institutional Self-Citation, Hyper-Authored Output, Hyperprolific Authors, and Output in Institutional Journals. These results signal a culture that prioritizes external validation and transparent authorship. However, areas requiring strategic attention include a moderate deviation from national norms in the Rate of Multiple Affiliations and Output in Discontinued Journals, alongside a notable gap between its overall research impact and the impact of work where it holds intellectual leadership. According to SCImago Institutions Rankings data, the university's strongest thematic areas are concentrated in Veterinary (ranked 96th in China), Chemistry (255th), and Medicine (255th). While the institution's specific mission statement was not available for this analysis, the identified medium-risk indicators could challenge any mission predicated on achieving sustainable academic excellence and social responsibility. Addressing these vulnerabilities will be key to ensuring that the institution's growing influence is built upon a foundation of verifiable internal capacity and irreproachable scientific conduct, thereby solidifying its reputation as a leading academic entity.
The institution registers a Z-score of 0.235, which contrasts with the national average of -0.062. This moderate deviation indicates that the university shows a greater sensitivity to risk factors in this area than its national peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this heightened rate suggests a need to review affiliation practices. The data points to a potential strategic use of affiliations to inflate institutional credit, a dynamic that warrants closer examination to ensure all declared contributions are substantive and transparently managed.
With a Z-score of -0.277, the institution demonstrates a more rigorous performance than the national standard, which stands at -0.050. This prudent profile suggests that the university's internal processes for quality control are managed with exceptional care. Retractions are complex events, but this very low rate indicates that the mechanisms for supervision and methodological review prior to publication are functioning effectively, minimizing the incidence of errors and reinforcing a culture of scientific responsibility.
The university exhibits a Z-score of -1.096, a figure that signals an exemplary commitment to external validation, especially when compared to the national average of 0.045. This result demonstrates a form of preventive isolation, where the institution successfully avoids the risk dynamics observed in its environment. A certain level of self-citation is natural, but the university's extremely low rate confirms it is not operating within a scientific 'echo chamber.' This focus on external scrutiny ensures its academic influence is validated by the global community, not inflated by internal dynamics.
The institution's Z-score of 0.112 marks a moderate deviation from the national average of -0.024, suggesting a greater institutional sensitivity to this particular risk factor. This indicator serves as a critical alert regarding the due diligence applied in selecting dissemination channels. The score indicates that a portion of the university's scientific production is being channeled through media that may not meet international ethical or quality standards. This exposes the institution to reputational risks and suggests an urgent need to reinforce information literacy among researchers to avoid wasting resources on predatory or low-quality publishing practices.
With a Z-score of -1.321, the institution maintains a profile of low-profile consistency, performing even better than the low-risk national average of -0.721. The complete absence of risk signals in this area aligns with and surpasses the national standard. This indicates that the university effectively distinguishes between necessary massive collaboration and practices of author list inflation. By maintaining transparency and accountability in authorship, the institution upholds a core principle of scientific integrity and avoids the dilution of individual responsibility.
The institution presents a Z-score of 0.219, a level that constitutes a monitoring alert as it is unusually high for the national standard, which sits at a very low-risk -0.809. This wide positive gap signals a potential sustainability risk, suggesting that the university's scientific prestige may be dependent on external partners rather than being structurally generated from within. This finding invites a deep reflection on whether the institution's high-impact metrics result from its own internal capacity and intellectual leadership or from a strategic positioning in collaborations where it plays a secondary role.
The university's Z-score of -0.932 is exceptionally low, particularly in contrast to the national average of 0.425. This demonstrates a clear case of preventive isolation, where the institution does not replicate the risk dynamics prevalent in its environment. While high productivity can be legitimate, the university's data shows a healthy balance between quantity and quality, successfully avoiding the risks associated with extreme publication volumes, such as coercive authorship or the assignment of credit without real participation. This reinforces the integrity of its scientific record.
The institution's Z-score of -0.268 is significantly lower than the national average of -0.010, reflecting a consistent and low-risk profile. This absence of risk signals, which is even more pronounced than the national standard, is a positive indicator of the university's publication strategy. By avoiding excessive dependence on its own journals, the institution mitigates potential conflicts of interest and academic endogamy. This commitment to external, independent peer review ensures its scientific production is validated competitively, enhancing its global visibility and credibility.
With a Z-score of -0.369, the institution shows a slight divergence from the national context, where the risk is practically nonexistent (Z-score of -0.515). Although the university's risk level is low, this subtle signal indicates a minor presence of practices that do not appear in the rest of the country. This may point to isolated instances of data fragmentation or 'salami slicing,' where studies are divided into minimal publishable units. While not a systemic problem, it warrants monitoring to ensure that the institutional focus remains on producing significant new knowledge rather than artificially inflating publication volume.