Hong Kong Shue Yan University

Region/Country

Asiatic Region
Hong Kong
Universities and research institutions

Overall

2.639

Integrity Risk

significant

Indicators relating to the period 2020-2024

Indicator University Z-score Average country Z-score
Multi-affiliation
-0.510 0.705
Retracted Output
8.992 -0.145
Institutional Self-Citation
-1.195 -0.503
Discontinued Journals Output
0.210 -0.430
Hyperauthored Output
-1.015 -0.283
Leadership Impact Gap
2.151 -0.813
Hyperprolific Authors
0.028 1.343
Institutional Journal Output
-0.268 -0.265
Redundant Output
-0.448 -0.350
0 represents the global average
AI-generated summary report

EXECUTIVE SUMMARY AND STRATEGIC VISION

Hong Kong Shue Yan University presents a complex integrity profile, with an overall score of 2.639 reflecting both areas of exceptional control and specific, critical vulnerabilities. The institution demonstrates notable strengths in managing academic endogamy, with very low rates of institutional self-citation and publication in its own journals. This is complemented by a prudent approach to authorship practices and multiple affiliations, which are managed more rigorously than the national standard. These strengths provide a solid foundation for its research activities, particularly in its well-ranked thematic areas such as Arts and Humanities and Psychology, as identified by SCImago Institutions Rankings data. However, this positive performance is overshadowed by a severe discrepancy in the rate of retracted output and monitoring alerts for publications in discontinued journals and a dependency on external research leadership. These risks directly challenge the university's mission to provide "rigorous intellectual training" and advance knowledge for the "betterment of society," as they suggest potential gaps in quality control and due diligence. To fully align its practices with its mission, the university is encouraged to leverage its robust internal controls to systematically address these integrity vulnerabilities, thereby safeguarding its academic reputation and ensuring its contributions are both impactful and sound.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

With a Z-score of -0.510 compared to the national average of 0.705, the institution demonstrates effective control over a risk that is more pronounced at the national level. This suggests that its internal control mechanisms successfully mitigate the systemic pressures for "affiliation shopping" seen elsewhere in the country. While multiple affiliations are often a legitimate result of collaboration, the university's low rate indicates a resilient and well-governed approach, ensuring that institutional credit is claimed appropriately and transparently.

Rate of Retracted Output

This indicator presents a critical alert. The institution's Z-score of 8.992 is an extreme outlier when contrasted with the low-risk national average of -0.145. This severe discrepancy suggests that the institution's quality control mechanisms may be failing systemically prior to publication. Retractions are complex, but a rate this far above the global average points to a significant vulnerability in the institution's integrity culture, indicating possible recurring malpractice or a lack of methodological rigor that requires immediate and deep qualitative verification by management to prevent further reputational damage.

Rate of Institutional Self-Citation

The institution demonstrates a healthy pattern of external engagement, with a very low Z-score of -1.195 for institutional self-citation, which is even lower than the country's low-risk score of -0.503. This absence of risk signals aligns well with the national standard. A certain level of self-citation is natural to reflect ongoing research, but the university's exceptionally low rate confirms it is successfully avoiding the 'echo chambers' that can lead to endogamous impact inflation, indicating its academic influence is being validated by the broader scientific community rather than internal dynamics.

Rate of Output in Discontinued Journals

A monitoring alert is triggered for this indicator, as the institution's Z-score of 0.210 shows a medium risk level in a national context where this is not a concern (country Z-score: -0.430). This unusual divergence from the national standard requires a review of its causes. A high proportion of publications in discontinued journals is a critical alert regarding due diligence in selecting dissemination channels. This score indicates that a portion of the university's scientific output is being channeled through media that may not meet international ethical or quality standards, exposing it to reputational risks and suggesting an urgent need for improved information literacy to avoid predatory practices.

Rate of Hyper-Authored Output

The institution exhibits a prudent profile regarding authorship, with a Z-score of -1.015 that is significantly lower than the national average of -0.283. This suggests that the university manages its authorship attribution processes with more rigor than the national standard. While extensive author lists are legitimate in 'Big Science', the institution's low score indicates it is effectively avoiding the risk of author list inflation and the dilution of individual accountability that can occur with 'honorary' or political authorship practices.

Gap between Impact of total output and the impact of output with leadership

This indicator raises a monitoring alert due to the institution's medium-risk Z-score of 2.151, a level of risk that is unusual for the national standard, which shows a very low-risk average of -0.813. This wide positive gap signals a potential sustainability risk, suggesting that the institution's scientific prestige may be dependent and exogenous, not structural. The high value invites reflection on whether its excellence metrics result from real internal capacity or from strategic positioning in collaborations where the institution does not exercise intellectual leadership, potentially hindering the development of its own research autonomy.

Rate of Hyperprolific Authors

The institution demonstrates differentiated management of author productivity. Its Z-score of 0.028 indicates a medium risk level, but it is substantially lower than the national average of 1.343, suggesting the university effectively moderates risks that appear more common in the country. While high productivity can be legitimate, extreme individual publication volumes challenge the limits of meaningful intellectual contribution. The university's relative control in this area helps mitigate risks such as coercive authorship or data fragmentation, showing a better balance between quantity and quality compared to its national peers.

Rate of Output in Institutional Journals

The institution's practices are in complete alignment with an environment of maximum scientific security, as shown by its Z-score of -0.268, which is virtually identical to the national average of -0.265. This integrity synchrony indicates a very low dependence on in-house journals, which can raise conflicts of interest by having the institution act as both judge and party. By avoiding the use of internal channels as potential 'fast tracks' for publication, the university ensures its research undergoes independent external peer review, reinforcing its commitment to global visibility and competitive validation.

Rate of Redundant Output

With a Z-score of -0.448, which is lower than the national average of -0.350, the institution demonstrates a prudent profile in managing publication redundancy. This indicates that its processes are managed with more rigor than the national standard. The low score suggests the university is effectively discouraging the practice of 'salami slicing,' where a coherent study is fragmented into minimal publishable units to artificially inflate productivity. This commitment to publishing significant new knowledge rather than prioritizing volume strengthens the integrity of the scientific record and avoids overburdening the review system.

This report was automatically generated using Google Gemini to provide a brief analysis of the university scores.
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