| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.023 | -0.062 |
|
Retracted Output
|
-0.540 | -0.050 |
|
Institutional Self-Citation
|
-0.561 | 0.045 |
|
Discontinued Journals Output
|
-0.189 | -0.024 |
|
Hyperauthored Output
|
-1.046 | -0.721 |
|
Leadership Impact Gap
|
-0.618 | -0.809 |
|
Hyperprolific Authors
|
-1.243 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-0.654 | -0.515 |
Tianjin Normal University presents a robust scientific integrity profile, with an overall risk score of -0.497 that indicates a performance significantly superior to the global average. The institution demonstrates exceptional strengths in maintaining very low-risk levels for Retracted Output, Hyperprolific Authors, Redundant Output, and Output in Institutional Journals, reflecting a solid culture of quality control and ethical research practices. Minor vulnerabilities are noted in areas such as the Rate of Multiple Affiliations and the Gap in Leadership Impact, which, while still in the low-risk category, warrant proactive monitoring. According to SCImago Institutions Rankings data, the university's scientific output is particularly strong in the thematic areas of Environmental Science, Energy, and Psychology. As the institution's specific mission statement was not available for this analysis, a direct alignment assessment is not possible. However, the observed low-risk profile and commitment to research integrity are fundamental pillars for achieving any mission centered on academic excellence, innovation, and social responsibility. The university is encouraged to leverage this strong integrity foundation as a strategic asset to enhance its reputation and global impact.
The institution's Z-score for this indicator is -0.023, slightly higher than the national average of -0.062. Although both the university and the country operate within a low-risk framework, this subtle difference suggests an incipient vulnerability that warrants review. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the institution's slightly elevated rate compared to its national peers signals a need for continued oversight to ensure all affiliations are transparent and not used as a strategic tool to artificially inflate institutional credit.
With a Z-score of -0.540, the institution demonstrates an exceptionally low rate of retractions, placing it in the 'very low' risk category and performing significantly better than the national average of -0.050. This strong result indicates a consistent and effective approach to research integrity that aligns with, and even surpasses, the national standard. The virtual absence of retractions suggests that the institution's quality control mechanisms prior to publication are robust, successfully preventing the kind of systemic failures or lack of methodological rigor that can lead to a high volume of corrections in the scientific record.
The university's Z-score of -0.561 reflects a low-risk level, which contrasts favorably with the medium-risk national average of 0.045. This demonstrates significant institutional resilience, suggesting that internal policies and academic culture effectively mitigate the systemic risks of self-citation present in the wider national environment. By maintaining a rate of self-citation well below the national trend, the institution avoids creating scientific 'echo chambers' and ensures its academic influence is validated by the broader global community rather than being artificially inflated by internal dynamics.
The institution maintains a prudent profile with a Z-score of -0.189, indicating more rigorous management of publication channels than the national standard, which has a score of -0.024. This proactive stance is a critical safeguard for institutional reputation. By demonstrating strong due diligence in selecting dissemination venues, the university effectively avoids channeling its scientific production through media that fail to meet international ethical or quality standards, thereby protecting its resources from being wasted on 'predatory' or low-impact practices.
With a Z-score of -1.046, the institution exhibits a very low rate of hyper-authored publications, indicating a more rigorous approach to authorship practices than the national average of -0.721. This prudent profile suggests that the university effectively manages authorship attribution, maintaining transparency and accountability. This helps to prevent the dilution of individual responsibility and discourages 'honorary' or political authorship, reinforcing a culture where credit is assigned based on meaningful intellectual contribution.
The institution's Z-score of -0.618 shows a slight divergence from the national trend, which stands at a very low-risk -0.809. This indicates that while the university's risk is low, it shows a minor signal in an area where the country as a whole is exceptionally strong. This small gap suggests a potential area for strategic development, focusing on strengthening internal capacity to ensure that its scientific prestige is structurally sustainable and not overly dependent on collaborations where the institution does not exercise primary intellectual leadership.
The university demonstrates a state of preventive isolation with an exceptionally low Z-score of -1.243, in stark contrast to the medium-risk national average of 0.425. This result indicates that the institution does not replicate the high-risk dynamics observed in its environment. The near absence of extreme individual publication volumes suggests a healthy institutional balance between quantity and quality, effectively mitigating risks such as coercive authorship or the assignment of credit without real participation, and thus prioritizing the integrity of the scientific record over the inflation of metrics.
With a Z-score of -0.268, the institution shows a very low reliance on its own journals, a performance that is consistent with and even exceeds the low-risk national standard of -0.010. This near-total absence of risk signals demonstrates a strong commitment to independent external peer review and global visibility. By avoiding potential conflicts of interest and the creation of 'fast tracks' for publication, the university ensures its research undergoes standard competitive validation, reinforcing its credibility and preventing academic endogamy.
The institution exhibits total operational silence in this area, with a Z-score of -0.654 that is even more favorable than the very low-risk national average of -0.515. This complete absence of risk signals points to a robust institutional culture that values substantive contributions over artificially inflated publication counts. By discouraging the practice of fragmenting a coherent study into minimal publishable units, the university upholds the integrity of the scientific evidence base and demonstrates respect for the academic review system.
