| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.485 | -0.035 |
|
Retracted Output
|
0.098 | 0.749 |
|
Institutional Self-Citation
|
0.833 | 0.192 |
|
Discontinued Journals Output
|
-0.262 | 1.127 |
|
Hyperauthored Output
|
-0.787 | -0.822 |
|
Leadership Impact Gap
|
0.023 | -0.112 |
|
Hyperprolific Authors
|
-0.544 | -0.501 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
-0.051 | 0.313 |
Ho Chi Minh City University of Science demonstrates a balanced integrity profile, with an overall score of -0.055 that indicates general alignment with global research standards. The institution exhibits significant strengths in governance over authorship practices and the selection of publication venues, effectively mitigating risks related to hyper-authorship, redundant publications, and predatory journals. However, areas requiring strategic attention include a tendency towards institutional self-citation, a moderate rate of multiple affiliations, and a dependency on external collaborations for high-impact research. These vulnerabilities contrast with the university's notable thematic strengths, particularly in Medicine (ranked 3rd nationally), Computer Science (14th), and Pharmacology, Toxicology and Pharmaceutics (14th), according to SCImago Institutions Rankings data. To fully realize its mission of delivering high-value "scientific and technological products," it is crucial to address these integrity risks. Practices that could lead to perceived impact inflation or questions of research autonomy may undermine the long-term credibility and societal contribution of its outputs. By leveraging its robust internal controls, the university is well-positioned to refine its strategies, ensuring its scientific excellence is both authentic and sustainable.
The institution presents a Z-score of 0.485, while the national average is -0.035. This moderate deviation from the national standard suggests the university shows a greater sensitivity to risk factors in this area than its peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this elevated rate warrants a review of affiliation patterns. It serves as a signal to ensure that these practices genuinely reflect substantive collaboration rather than strategic attempts to inflate institutional credit or engage in “affiliation shopping,” which could distort the university's perceived contribution to the scientific landscape.
With a Z-score of 0.098 compared to the national average of 0.749, the institution demonstrates differentiated management of a risk that appears more common across the country. Although any signal in this indicator requires attention, the university's rate is considerably lower than the national trend, suggesting its quality control mechanisms are more effective than the systemic average. Retractions are complex events, and this value indicates that while isolated issues may occur, the institution appears to moderate the systemic vulnerabilities that lead to higher retraction rates elsewhere, reflecting a comparatively stronger integrity culture.
The institution's Z-score for this indicator is 0.833, significantly higher than the national average of 0.192. This result indicates a high exposure to this particular risk, suggesting the university is more prone to this behavior than its national counterparts. A certain level of self-citation is natural, reflecting the continuity of research lines. However, this disproportionately high rate signals a potential for concerning scientific isolation or 'echo chambers' where work is validated internally without sufficient external scrutiny. This trend warns of the risk of endogamous impact inflation, where the institution's academic influence may be oversized by internal dynamics rather than by broader recognition from the global scientific community.
The institution shows a Z-score of -0.262, a low-risk value that contrasts sharply with the national average of 1.127. This demonstrates strong institutional resilience, as internal control mechanisms appear to successfully mitigate systemic risks prevalent in the country. The data suggests the university's researchers exercise excellent due diligence in selecting dissemination channels, effectively avoiding media that fail to meet international ethical or quality standards. This practice protects the institution from the severe reputational risks associated with 'predatory' publishing and reflects a commendable level of information literacy.
With a Z-score of -0.787, which is nearly identical to the national average of -0.822, the institution's performance reflects statistical normality. The risk level is as expected for its context, indicating that authorship practices are well-aligned with national standards. This alignment suggests that the institution's collaborative patterns are typical and do not show signs of author list inflation or other questionable practices. It serves as a confirmation that, in this aspect, the university's research culture is in synchrony with its environment.
The institution's Z-score of 0.023 marks a moderate deviation from the national average of -0.112, indicating a greater sensitivity to this risk factor. This positive gap suggests that the institution's overall scientific prestige may be significantly dependent on external partners, as its global impact is notably higher than the impact of research where it exercises intellectual leadership. This signals a potential sustainability risk, inviting reflection on whether its excellence metrics result from genuine internal capacity or from strategic positioning in collaborations led by others. Strengthening internal research leadership would be key to ensuring its prestige is both structural and autonomous.
The institution has a Z-score of -0.544, slightly below the national average of -0.501. This prudent profile suggests the university manages its processes with more rigor than the national standard. The low incidence of hyperprolific authors indicates a healthy balance between productivity and quality, steering clear of dynamics that prioritize metrics over the integrity of the scientific record. This controlled environment minimizes risks such as coercive authorship or the assignment of credit without real participation, reinforcing a culture of meaningful intellectual contribution.
The institution's Z-score of -0.268 is identical to the national average, demonstrating perfect integrity synchrony in this area. This total alignment with a national environment of maximum scientific security indicates a complete absence of risk related to academic endogamy. The university does not show any dependence on in-house journals, which mitigates potential conflicts of interest and ensures its scientific production consistently undergoes independent external peer review. This practice enhances the global visibility and credibility of its research, reflecting a commitment to standard competitive validation.
With a Z-score of -0.051, the institution operates at a low-risk level, in stark contrast to the medium-risk national average of 0.313. This gap highlights the university's institutional resilience, as its control mechanisms appear to effectively mitigate a risk that is more systemic at the country level. The data indicates a strong defense against the practice of 'salami slicing,' where studies are fragmented into minimal units to artificially inflate productivity. By promoting the publication of coherent, significant studies, the institution upholds the integrity of the scientific evidence base and avoids overburdening the peer review system.
