| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.548 | -0.035 |
|
Retracted Output
|
-0.597 | 0.749 |
|
Institutional Self-Citation
|
-0.501 | 0.192 |
|
Discontinued Journals Output
|
-0.426 | 1.127 |
|
Hyperauthored Output
|
-0.792 | -0.822 |
|
Leadership Impact Gap
|
0.351 | -0.112 |
|
Hyperprolific Authors
|
-1.413 | -0.501 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
-1.186 | 0.313 |
Hanoi University of Pharmacy demonstrates a robust scientific integrity profile, reflected in an overall low-risk score of -0.594. The institution exhibits exceptional strength in maintaining very low-risk levels across multiple critical indicators, including retracted output, publication in discontinued journals, and redundant publications, showcasing a strong culture of quality control and ethical practice. This solid foundation is a key asset, particularly as the university excels in thematic areas such as Agricultural and Biological Sciences and Biochemistry, Genetics and Molecular Biology, where it ranks among the top 7 institutions in Viet Nam according to SCImago Institutions Rankings data. However, a medium-risk signal in the gap between its total research impact and the impact of its own led research suggests a potential strategic dependency on external collaborations. This finding warrants attention as it could challenge the university's mission to be a self-sufficient "innovation center" and "leading professional service center." To fully realize its vision, the university is encouraged to leverage its strong integrity framework to foster greater intellectual leadership, ensuring that its internal capacity for innovation grows in tandem with its collaborative success and ethical standing.
The institution presents a Z-score of -0.548, which is significantly lower than the national average of -0.035. This result points to a prudent and rigorous management of academic affiliations that exceeds the national standard. While multiple affiliations can be a legitimate outcome of researcher mobility and partnerships, the university's controlled rate indicates it effectively avoids the risks of "affiliation shopping" or strategic attempts to artificially inflate institutional credit. This demonstrates a well-governed approach to collaboration that reinforces its scientific integrity.
With a Z-score of -0.597, the institution stands in stark contrast to the national average of 0.749, which signals a medium-risk environment. This excellent result demonstrates a remarkable preventive isolation, where the university’s internal quality controls are strong enough to avoid the risk dynamics prevalent in the country. A high rate of retractions can point to systemic failures in pre-publication review, but the institution's very low score indicates robust integrity mechanisms are in place. This suggests an academic culture that effectively prevents recurring malpractice or methodological flaws, safeguarding its reputation and research quality.
The institution's Z-score of -0.501 is considerably lower than the national medium-risk average of 0.192. This difference highlights a notable institutional resilience, where internal control mechanisms appear to successfully mitigate the systemic risks of self-citation observed across the country. A certain level of self-citation is natural, but disproportionately high rates can create 'echo chambers' that inflate impact through endogamous validation. The university's low score suggests its work is validated by the broader scientific community, avoiding isolation and ensuring its academic influence is based on external recognition rather than internal dynamics.
The university maintains a Z-score of -0.426, a very low-risk value that sharply diverges from the national medium-risk average of 1.127. This demonstrates a clear preventive isolation, indicating the institution does not replicate the high-risk publishing behaviors observed in its environment. A high proportion of output in discontinued journals is a critical alert for a lack of due diligence in selecting publication venues, often associated with 'predatory' practices. The institution's excellent score confirms its researchers are channeling their work through reputable media that meet international standards, protecting its reputation and resources.
The institution's Z-score of -0.792 is statistically aligned with the national average of -0.822, both falling within the low-risk category. This alignment indicates a state of normality, where the university's authorship practices are consistent with the expectations for its context and disciplines. In fields outside of 'Big Science,' high rates of hyper-authorship can signal inflation of author lists or a dilution of individual accountability. The institution's low score suggests that its collaborative practices are appropriate and do not currently present a risk of 'honorary' or unjustified authorships.
The institution's Z-score of 0.351 marks a moderate deviation from the national low-risk average of -0.112. This suggests the university is more sensitive than its national peers to a specific strategic vulnerability. A wide positive gap, where overall impact is high but the impact of institution-led research is low, signals a sustainability risk. This result indicates that a portion of the university's scientific prestige may be dependent on external partners rather than its own structural capacity. It invites a strategic reflection on whether current excellence metrics are the result of genuine internal capabilities or positioning in collaborations where the institution does not exercise full intellectual leadership.
With a Z-score of -1.413, the institution shows a very low risk, which is well below the national low-risk average of -0.501. This demonstrates a low-profile consistency, where the absence of risk signals aligns with and even improves upon the national standard. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may point to risks like coercive authorship or a focus on quantity over quality. The university's very low score indicates a healthy balance in researcher productivity, reinforcing the integrity of its scientific record.
The institution's Z-score of -0.268 is identical to the national average, with both at a very low-risk level. This perfect alignment signifies an integrity synchrony with the national environment, reflecting a shared commitment to maximum scientific security in this area. While in-house journals can be valuable, excessive dependence on them can create conflicts of interest and academic endogamy. The university's minimal rate of publication in its own journals confirms that its scientific output overwhelmingly undergoes independent external peer review, ensuring global visibility and competitive validation.
The institution achieves a Z-score of -1.186, a very low-risk value that contrasts sharply with the national medium-risk average of 0.313. This outcome highlights a strong preventive isolation, where the university’s practices effectively shield it from the risk dynamics present in the broader national system. A high rate of redundant output, or 'salami slicing,' indicates the fragmentation of studies into minimal units to inflate productivity, which distorts scientific evidence. The institution's very low score demonstrates a commitment to publishing significant, coherent contributions, prioritizing new knowledge over volume.