| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
1.726 | -0.035 |
|
Retracted Output
|
1.009 | 0.749 |
|
Institutional Self-Citation
|
-0.756 | 0.192 |
|
Discontinued Journals Output
|
0.677 | 1.127 |
|
Hyperauthored Output
|
-1.188 | -0.822 |
|
Leadership Impact Gap
|
-0.225 | -0.112 |
|
Hyperprolific Authors
|
0.554 | -0.501 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
-0.346 | 0.313 |
The University of Economics Ho Chi Minh City (UEH) demonstrates a complex scientific integrity profile, characterized by notable strengths in research governance alongside specific, high-priority vulnerabilities. With an overall score of 0.513, the institution exhibits exemplary control in areas such as hyper-authorship, use of institutional journals, and institutional self-citation, indicating a robust culture of external validation and appropriate collaborative practices. However, this is contrasted by significant risk signals in the Rate of Retracted Output and medium-level alerts for Multiple Affiliations and Hyperprolific Authors. These challenges require strategic attention as they could undermine the university's mission of "excellence" and "high-quality academic programs." The institution's outstanding leadership, evidenced by its top national rankings in key SCImago thematic areas like Business, Management and Accounting; Economics, Econometrics and Finance; and Psychology, provides a strong foundation. To fully align its operational integrity with its stated mission and prestigious academic standing, UEH is encouraged to implement targeted review and quality assurance mechanisms, thereby ensuring its pivotal contributions to national development are built upon a bedrock of unimpeachable scientific rigor.
The institution presents a Z-score of 1.726, which is notably higher than the national average of -0.035. This moderate deviation suggests the university shows a greater sensitivity to this risk factor than its national peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, a disproportionately high rate can signal strategic attempts to inflate institutional credit or “affiliation shopping.” This divergence from the national norm warrants a review of institutional affiliation policies to ensure they promote genuine collaboration and accurately reflect intellectual contributions, rather than creating artificial boosts in institutional rankings.
With a Z-score of 1.009, the institution shows a significant risk level that is more pronounced than the national average of 0.749. This indicates that the university may be amplifying a vulnerability already present in the national system. Retractions are complex events, but a rate significantly higher than the average alerts to a potential weakness in the institution's integrity culture. This suggests that quality control mechanisms prior to publication may be failing systemically, indicating possible recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management to protect the institution's reputation and uphold its commitment to excellence.
The institution demonstrates a Z-score of -0.756, a low-risk signal that stands in positive contrast to the medium-risk national average of 0.192. This reflects strong institutional resilience, where internal control mechanisms appear to successfully mitigate systemic risks observed elsewhere in the country. A certain level of self-citation is natural, but the university's low rate is a clear indicator that it avoids scientific isolation or 'echo chambers.' This performance suggests that the institution's academic influence is validated by the global community rather than being inflated by internal dynamics, reinforcing the external credibility of its research.
The institution's Z-score of 0.677, while indicating a medium risk, is considerably better than the national average of 1.127. This suggests a differentiated management approach, where the university moderates a risk that appears more common across the country. A high proportion of publications in such journals can constitute a critical alert regarding due diligence in selecting dissemination channels. The university's relative success in containing this risk indicates a more informed selection of publication venues, though continued vigilance is needed to fully avoid reputational damage and the misallocation of resources to 'predatory' or low-quality practices.
With a Z-score of -1.188, the institution displays a very low risk profile, consistent with the low-risk national context (Z-score of -0.822). This absence of risk signals demonstrates a healthy and transparent authorship culture. The data suggests that the university effectively avoids practices like author list inflation or the inclusion of 'honorary' authorships. This reflects a strong commitment to individual accountability and clear attribution of contributions, which are cornerstones of scientific integrity and align with the national standard for responsible research conduct.
The institution's Z-score of -0.225 is lower than the national average of -0.112, indicating a prudent and rigorous profile in managing its research impact. This low value suggests a healthy balance, where the institution's scientific prestige is not overly dependent on external partners but is rooted in its own structural capacity for leadership. By avoiding a wide gap where global impact far outstrips the impact of its own-led research, the university demonstrates that its excellence metrics result from genuine internal capabilities, ensuring the long-term sustainability and ownership of its scientific influence.
The institution registers a Z-score of 0.554, a medium-level risk that moderately deviates from the low-risk national average of -0.501. This suggests the university is more sensitive to this particular risk factor than its peers. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution. This indicator serves as an alert to potential imbalances between quantity and quality, pointing to risks such as coercive authorship or the assignment of authorship without real participation—dynamics that prioritize metrics over the integrity of the scientific record and warrant an internal review.
The institution's Z-score of -0.268 is identical to the national average, reflecting perfect integrity synchrony with a secure national environment. This very low score is a positive sign that the university avoids excessive dependence on its in-house journals, thereby mitigating potential conflicts of interest where an institution acts as both judge and party. This practice demonstrates a commitment to independent, external peer review, which enhances the global visibility of its research and ensures its scientific production undergoes standard competitive validation, free from the risks of academic endogamy.
With a Z-score of -0.346, the institution shows a low-risk profile, demonstrating resilience against a practice that is a medium-level risk nationally (Z-score of 0.313). This indicates that the university's control mechanisms are effective in discouraging the fragmentation of studies into 'minimal publishable units.' By maintaining a low rate of redundant output, the institution signals a focus on producing significant new knowledge over artificially inflating publication volume. This strengthens the integrity of its scientific contributions and avoids overburdening the peer review system with fragmented data.
