| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.504 | -0.035 |
|
Retracted Output
|
1.958 | 0.749 |
|
Institutional Self-Citation
|
-0.683 | 0.192 |
|
Discontinued Journals Output
|
3.582 | 1.127 |
|
Hyperauthored Output
|
-1.148 | -0.822 |
|
Leadership Impact Gap
|
-0.022 | -0.112 |
|
Hyperprolific Authors
|
-1.413 | -0.501 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
0.888 | 0.313 |
Foreign Trade University presents a profile of notable strengths in research governance alongside critical vulnerabilities that require immediate strategic attention. With an overall integrity score of 1.037, the institution demonstrates exemplary control over authorship practices, reflected in very low-risk indicators for hyper-prolificacy, hyper-authorship, and use of institutional journals. These strengths are foundational to the credibility of its academic leadership, particularly in its nationally prominent thematic areas such as Economics, Econometrics and Finance (ranked 8th in Viet Nam) and Business, Management and Accounting (ranked 9th in Viet Nam), according to SCImago Institutions Rankings data. However, this solid base is severely undermined by significant-risk levels in Retracted Output and publication in Discontinued Journals. These indicators suggest systemic weaknesses in pre-publication quality control and due diligence, which directly conflict with any institutional mission centered on academic excellence and social responsibility. To safeguard its reputation and the impact of its core research areas, the university must prioritize strengthening its quality assurance frameworks and enhancing researcher literacy in selecting reputable publication venues.
The institution's Z-score of -0.504 is notably lower than the national average of -0.035. This indicates a prudent and well-managed approach to academic collaboration, suggesting that the university's processes are even more rigorous than the national standard. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this controlled, low-risk profile demonstrates a commitment to transparency and clear attribution of credit, effectively preventing strategic attempts to inflate institutional standing through "affiliation shopping."
With a Z-score of 1.958, the institution shows a significant-risk level that is substantially higher than the country's medium-risk average of 0.749. This finding suggests that the university is not only susceptible to a vulnerability present in the national system but actively amplifies it. Retractions are complex events, but a rate this far above the norm alerts to a potential systemic failure in pre-publication quality control mechanisms. This high Z-score points to a critical vulnerability in the institution's integrity culture, indicating possible recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management to protect its scientific reputation.
The university demonstrates strong institutional resilience with a Z-score of -0.683, contrasting sharply with the national medium-risk average of 0.192. This suggests that internal control mechanisms are effectively mitigating the systemic risks of academic insularity observed elsewhere in the country. A certain level of self-citation is natural, but by maintaining a low rate, the institution successfully avoids the 'echo chambers' that can lead to endogamous impact inflation. This result indicates that the university's academic influence is validated by the global community rather than being oversized by internal dynamics.
The institution's Z-score of 3.582 represents a significant risk and a critical point of concern, dramatically exceeding the national medium-risk average of 1.127. This indicates that the university accentuates a national vulnerability to a severe degree. A high proportion of publications in discontinued journals is a critical alert regarding due diligence in selecting dissemination channels. This Z-score suggests that a significant portion of the university's scientific production is being channeled through media that fail to meet international ethical or quality standards, exposing the institution to severe reputational damage and indicating an urgent need for information literacy training to avoid wasting resources on 'predatory' or low-quality practices.
With a Z-score of -1.148, the institution shows a very low risk that is even more controlled than the country's already low-risk average of -0.822. This absence of risk signals aligns perfectly with the national standard, reflecting robust governance in authorship. Outside of 'Big Science' contexts, high rates of hyper-authorship can indicate author list inflation, diluting accountability. The university's excellent result in this area is a positive indicator of transparency and a culture where authorship is likely assigned based on meaningful contributions.
The institution's Z-score of -0.022, while in the low-risk category, is slightly higher than the national average of -0.112. This subtle difference points to an incipient vulnerability that warrants monitoring. A positive gap can signal a dependency on external partners for impact, suggesting that scientific prestige may be more exogenous than structural. While the current level is not alarming, it invites reflection on whether the institution's excellence metrics result from its own internal capacity and intellectual leadership or from strategic positioning in collaborations where it plays a secondary role.
The university's Z-score of -1.413 places it in the very low-risk category, significantly better than the national low-risk average of -0.501. This absence of risk signals is consistent with the national environment and points to a healthy research culture. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may signal imbalances between quantity and quality. The institution's very low score indicates that it effectively avoids risks such as coercive authorship or the prioritization of metrics over the integrity of the scientific record.
The institution's Z-score of -0.268 is identical to the national average, reflecting perfect integrity synchrony with an environment of maximum scientific security. This total alignment demonstrates a strong commitment to avoiding the conflicts of interest that can arise from over-reliance on in-house journals. By favoring external, independent peer review, the university ensures its scientific production undergoes standard competitive validation, which enhances its global visibility and mitigates the risk of academic endogamy or the use of internal channels as 'fast tracks' to inflate publication counts.
With a Z-score of 0.888, the institution shows a medium risk that is notably higher than the national average of 0.313. This suggests a high exposure to this particular risk, indicating the center is more prone to these signals than its peers, even within a shared systemic pattern. A high value in this indicator alerts to the potential practice of dividing a coherent study into minimal publishable units to artificially inflate productivity, also known as 'salami slicing.' This practice can distort the available scientific evidence and overburden the review system, prioritizing volume over the generation of significant new knowledge.