| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.322 | 0.705 |
|
Retracted Output
|
-0.597 | -0.145 |
|
Institutional Self-Citation
|
-0.730 | -0.503 |
|
Discontinued Journals Output
|
-0.545 | -0.430 |
|
Hyperauthored Output
|
-0.730 | -0.283 |
|
Leadership Impact Gap
|
-1.344 | -0.813 |
|
Hyperprolific Authors
|
-1.413 | 1.343 |
|
Institutional Journal Output
|
-0.268 | -0.265 |
|
Redundant Output
|
-1.186 | -0.350 |
Tung Wah College demonstrates an exemplary scientific integrity profile, with an overall risk score of -0.688 that signals robust and responsible research management. The institution exhibits exceptional strength in areas of critical importance, showing a complete absence of risk signals related to hyperprolific authorship, redundant publications, and output in discontinued journals. This performance is particularly noteworthy as it indicates a preventive isolation from certain systemic risks, such as high rates of multiple affiliations, that are more prevalent at the national level. This strong foundation in research ethics is complemented by a clear thematic focus, evidenced by its Top 10 ranking in Medicine within Hong Kong according to SCImago Institutions Rankings data. This combination of high integrity and specialized excellence directly aligns with the College's mission to nurture "socially responsible and caring citizens with integrity" and to offer "quality programmes." The institution's low-risk profile confirms that its pursuit of applied research enriches teaching without compromising ethical standards, thereby reinforcing its commitment to excellence and social responsibility. It is recommended that the College actively leverages this outstanding integrity record as a key differentiator to attract talent, secure funding, and build trust with the community it serves.
The institution presents a Z-score of -0.322, a low-risk value that contrasts with the national average of 0.705, which falls into the medium-risk category. This suggests a notable institutional resilience, where internal control mechanisms appear to be effectively mitigating systemic risks that are more prevalent in the country. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the institution's controlled rate indicates it is not engaging in practices that could be perceived as strategic attempts to inflate institutional credit or “affiliation shopping,” a vulnerability observed more broadly in its environment. This prudent management reinforces the institution's independent and robust integrity framework.
With a Z-score of -0.597, the institution shows a complete absence of risk signals for retracted publications, a figure that is even more secure than the country's low-risk average of -0.145. This demonstrates a low-profile consistency, where the institution's performance aligns with, and even improves upon, the national standard for publication quality control. The institution's exceptionally low rate suggests that its pre-publication quality control mechanisms are robust, effectively preventing the systemic failures or recurring malpractice that can lead to a higher volume of retractions and ensuring a high degree of reliability in its scientific record.
The institution's rate of self-citation corresponds to a Z-score of -0.730, which is comfortably in the low-risk range and notably better than the national average of -0.503. This indicates a prudent profile, where the institution manages its citation practices with more rigor than the national standard. A certain level of self-citation is natural, reflecting the continuity of research lines. However, the institution's controlled rate demonstrates that it successfully avoids the risk of creating scientific 'echo chambers' or endogamously inflating its impact, ensuring its work is validated by the broader external scientific community rather than relying on internal dynamics.
The institution records a Z-score of -0.545, a value that signifies total operational silence in this risk area and surpasses the already very low national average of -0.430. This complete absence of publications in discontinued journals is a strong indicator of rigorous due diligence in selecting dissemination channels. It confirms that the institution's researchers are effectively avoiding media that fail to meet international ethical or quality standards, thereby protecting the College from severe reputational risks and ensuring that research efforts are not wasted on 'predatory' or low-quality practices.
With a Z-score of -0.730, the institution maintains a low-risk profile for hyper-authored publications, performing with more rigor than the national standard, which has a Z-score of -0.283. This prudent approach suggests that the institution effectively distinguishes between necessary large-scale collaboration and practices that could indicate author list inflation. By maintaining controlled author numbers in fields where it is not the norm, the College upholds individual accountability and transparency, avoiding the dilution of responsibility that can arise from 'honorary' or political authorship practices.
The institution exhibits a Z-score of -1.344, indicating a total operational silence regarding any dependency on external collaborations for impact. This score is significantly stronger than the national average of -0.813. Such a low value signals that the institution's scientific prestige is structural and generated internally, with the impact of its research being driven by projects where it exercises intellectual leadership. This reflects a high degree of scientific maturity and sustainability, demonstrating that its excellence metrics are the result of genuine internal capacity rather than a strategic reliance on external partners.
The institution's Z-score of -1.413 places it in the very low-risk category, in stark contrast to the national average of 1.343, which indicates a medium-risk environment. This demonstrates a clear preventive isolation, where the College does not replicate the risk dynamics concerning hyperprolificacy observed elsewhere in the country. The absence of authors with extreme publication volumes suggests a healthy balance between quantity and quality, steering clear of risks such as coercive authorship or the assignment of credit without meaningful intellectual contribution. This reinforces a culture that prioritizes the integrity of the scientific record over the inflation of metrics.
The institution's Z-score for publications in its own journals is -0.268, a value that signals a complete absence of risk and is perfectly aligned with the national average of -0.265. This integrity synchrony demonstrates that the institution operates in full harmony with an environment of maximum scientific security in this regard. The data confirms that the College does not depend on in-house journals, thus avoiding potential conflicts of interest and academic endogamy. Instead, its scientific production is subjected to independent external peer review, ensuring competitive validation and global visibility.
With a Z-score of -1.186, the institution shows a near-total absence of signals for redundant publications, a much stronger performance than the country's low-risk average of -0.350. This low-profile consistency with the national standard highlights the institution's commitment to producing substantive work. The data indicates that the practice of fragmenting studies into 'minimal publishable units' to artificially inflate productivity is not present. This commitment to publishing significant new knowledge rather than prioritizing volume protects the integrity of the scientific evidence base and respects the resources of the peer-review system.