| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.603 | -0.035 |
|
Retracted Output
|
-0.212 | 0.749 |
|
Institutional Self-Citation
|
-0.913 | 0.192 |
|
Discontinued Journals Output
|
5.430 | 1.127 |
|
Hyperauthored Output
|
-0.687 | -0.822 |
|
Leadership Impact Gap
|
1.356 | -0.112 |
|
Hyperprolific Authors
|
-1.413 | -0.501 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
-1.186 | 0.313 |
Ho Chi Minh City University of Social Sciences and Humanities demonstrates a commendable overall integrity profile, reflected in an overall score of 0.722. The institution exhibits exceptional strengths and robust internal controls in several key areas, particularly showing very low risk in Institutional Self-Citation, Hyperprolific Authorship, Redundant Output, and publication in its own journals. These results indicate a strong culture of external validation and responsible authorship practices, significantly outperforming national trends. However, this solid foundation is contrasted by two critical vulnerabilities: a significant-risk level for publications in discontinued journals and a medium-risk gap between its overall research impact and the impact of work under its direct leadership. According to SCImago Institutions Rankings data, the university's thematic strengths are most prominent in Earth and Planetary Sciences and Arts and Humanities, where it holds top national rankings. While the institution's specific mission was not localized for this report, the identified risk of channeling research into low-quality journals directly threatens any mission predicated on academic excellence and social responsibility, undermining the credibility of its contributions. To secure its reputation and build upon its strengths, the university is advised to urgently implement policies for vetting publication venues and to foster strategies that enhance its capacity for intellectual leadership in collaborative research.
The institution presents a Z-score of -0.603, which is lower than the national average of -0.035. This indicates a prudent and rigorous approach to managing researcher affiliations compared to the national standard. While multiple affiliations can be a legitimate outcome of academic mobility and partnerships, the institution's controlled rate suggests its practices are well-managed, effectively avoiding signals that could be misinterpreted as strategic attempts to inflate institutional credit or "affiliation shopping." This conservative profile reinforces a transparent and clear attribution of scientific output.
With a Z-score of -0.212, the institution demonstrates a low rate of retractions, contrasting sharply with the medium-risk level observed nationally (Z-score: 0.749). This suggests a notable degree of institutional resilience, where internal quality control mechanisms appear to successfully mitigate the systemic risks more prevalent in the country. A low retraction rate is a positive sign that pre-publication review processes and methodological rigor are effective, preventing the kind of recurring errors or malpractice that can damage an institution's integrity culture and reputation.
The institution's Z-score for self-citation is -0.913, a very low-risk value that stands in stark contrast to the national medium-risk average of 0.192. This demonstrates a form of preventive isolation, where the university successfully avoids the risk dynamics of scientific isolation observed elsewhere in the country. A certain level of self-citation is natural, but the institution's extremely low rate indicates that its research is validated by the broader international community rather than within an internal 'echo chamber.' This commitment to external scrutiny significantly strengthens the credibility of its academic influence, confirming it is based on global recognition, not endogamous dynamics.
The institution exhibits a Z-score of 5.430, a significant-risk value that dramatically exceeds the country's medium-risk score of 1.127. This finding indicates a critical accentuation of risk, where the university is not merely reflecting a national vulnerability but amplifying it. A high proportion of publications in discontinued journals is a severe alert regarding the due diligence applied in selecting dissemination channels. This practice exposes the institution to severe reputational damage, suggesting that a significant portion of its scientific output is channeled through media failing to meet international ethical or quality standards. An urgent review of information literacy and publication policies is required to prevent the continued waste of resources on 'predatory' or low-quality venues.
The institution's Z-score of -0.687 is slightly higher than the national average of -0.822, though both fall within the low-risk category. This minor difference points to an incipient vulnerability that warrants monitoring before it escalates. While hyper-authorship is legitimate in certain "Big Science" fields, its appearance outside those contexts can signal author list inflation, which dilutes individual accountability. The institution's rate, while low, is closer to the risk threshold than its national peers, suggesting a need to ensure that all authorship attributions are transparent and reflect meaningful contributions, distinguishing legitimate collaboration from 'honorary' practices.
The institution shows a medium-risk Z-score of 1.356, a moderate deviation from the low-risk national average of -0.112. This indicates a greater sensitivity to this risk factor than its peers, revealing a significant gap where its global research impact is much higher than the impact of research led by its own authors. This wide positive gap signals a potential sustainability risk, suggesting that the institution's scientific prestige may be overly dependent and exogenous. It invites a strategic reflection on whether its high-impact metrics stem from genuine internal capacity or from a positioning in collaborations where it does not exercise primary intellectual leadership.
With a Z-score of -1.413, the institution maintains a very low-risk profile, well below the country's low-risk average of -0.501. This demonstrates a low-profile consistency, where the absence of risk signals for hyperprolific authorship aligns with a secure national standard. Extreme individual publication volumes can challenge the credibility of meaningful intellectual contribution. The institution's very low score in this area is a positive indicator that it fosters a healthy balance between quantity and quality, effectively avoiding risks such as coercive authorship or the assignment of credit without real participation, thereby protecting the integrity of its scientific record.
The institution's Z-score of -0.268 is identical to the national average, placing both in the very low-risk category. This reflects a perfect integrity synchrony and total alignment with a national environment of maximum scientific security in this regard. While institutional journals can be valuable, excessive reliance on them can create conflicts of interest. The institution's minimal use of in-house channels for publication demonstrates a commitment to independent, external peer review, which enhances the global visibility and competitive validation of its research, successfully avoiding any perception of academic endogamy or 'fast-track' publishing.
The institution has a very low-risk Z-score of -1.186, which is significantly better than the medium-risk national average of 0.313. This excellent result suggests a state of preventive isolation, whereby the institution does not replicate the risk dynamics of data fragmentation common in its environment. A high rate of bibliographic overlap often indicates 'salami slicing'—the practice of dividing a single study into multiple minimal publications to inflate output. The institution's very low score indicates that its researchers prioritize the publication of significant, coherent new knowledge over artificially boosting productivity, a practice that upholds the integrity of the scientific evidence base.