| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.605 | -0.035 |
|
Retracted Output
|
-0.362 | 0.749 |
|
Institutional Self-Citation
|
0.556 | 0.192 |
|
Discontinued Journals Output
|
1.121 | 1.127 |
|
Hyperauthored Output
|
-1.290 | -0.822 |
|
Leadership Impact Gap
|
2.420 | -0.112 |
|
Hyperprolific Authors
|
-0.218 | -0.501 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
1.109 | 0.313 |
Dong Thap University presents a solid scientific integrity profile, with an overall risk score of 0.146 indicating a generally healthy research ecosystem. The institution demonstrates notable strengths in maintaining responsible authorship practices, as evidenced by very low rates of hyper-authored output and a prudent approach to multiple affiliations. Furthermore, its effective quality control mechanisms are apparent in a low rate of retracted publications, which stands in contrast to the national trend. Key areas for strategic attention include a high dependency on the impact of collaborative research, a tendency towards institutional self-citation, and a notable rate of redundant publications, all of which register at a medium-risk level. According to SCImago Institutions Rankings data, the university's strongest thematic areas include Chemistry, Earth and Planetary Sciences, and Agricultural and Biological Sciences. To fully align with its mission of training "highly qualified human resources" and conducting impactful "scientific research," it is crucial to address these integrity vulnerabilities. Practices that suggest an inflation of productivity or impact without sufficient external validation could undermine the credibility essential for serving the socio-economic development of the Mekong Delta. By proactively strengthening its policies on citation, publication strategy, and research leadership, Dong Thap University can ensure its scientific excellence is both robust and sustainable, fully realizing its institutional vision.
The institution exhibits a Z-score of -0.605, which is lower than the national average of -0.035. This prudent profile suggests that the university manages its collaborative processes with more rigor than the national standard. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the institution's controlled rate indicates clear and transparent policies that effectively prevent strategic attempts to inflate institutional credit or engage in “affiliation shopping,” thereby reinforcing the integrity of its collaborative footprint.
With a Z-score of -0.362, the institution demonstrates a low rate of retractions, contrasting sharply with the medium-risk national average of 0.749. This signals a notable degree of institutional resilience, where internal control mechanisms appear to successfully mitigate systemic risks present in the wider national environment. A rate significantly lower than the country's average suggests that the university's quality control mechanisms prior to publication are robust and effective, pointing to a strong integrity culture that prevents the kind of recurring malpractice or lack of methodological rigor that may be more prevalent elsewhere.
The institution's Z-score for this indicator is 0.556, which is higher than the national average of 0.192, placing it in a position of high exposure to this particular risk despite both being at a medium level. A certain level of self-citation is natural, but this elevated rate could signal concerning scientific isolation or 'echo chambers' where the institution validates its own work without sufficient external scrutiny. This value warns of the risk of endogamous impact inflation, suggesting that the institution's academic influence may be disproportionately shaped by internal dynamics rather than by broader recognition from the global scientific community.
The institution's Z-score of 1.121 is nearly identical to the national average of 1.127, indicating that its performance reflects a systemic pattern shared across the country. This medium-risk level constitutes a critical alert regarding due diligence in selecting dissemination channels. The Z-score indicates that a significant portion of its scientific production is being channeled through media that may not meet international ethical or quality standards. This exposes the institution to severe reputational risks and suggests an urgent need for enhanced information literacy among its researchers to avoid wasting resources on 'predatory' or low-quality publication practices.
The institution shows a Z-score of -1.290, a very low value that is even more conservative than the low-risk national average of -0.822. This demonstrates a low-profile consistency, where the complete absence of risk signals aligns with, and even exceeds, the national standard. This exceptionally low rate indicates that authorship practices at the university are transparent and accountable, effectively avoiding the risks of author list inflation and the dilution of individual responsibility often associated with 'honorary' or political authorship.
With a Z-score of 2.420, the institution presents a medium-risk signal that marks a moderate deviation from the national context, where the average score is -0.112 (low risk). This wide positive gap signals a potential sustainability risk, suggesting that the institution's scientific prestige may be dependent and exogenous, not structural. This high value invites reflection on whether its excellence metrics result from genuine internal capacity or from strategic positioning in collaborations where the institution does not exercise intellectual leadership, making its high-impact profile vulnerable to shifts in external partnerships.
The institution's Z-score of -0.218 is higher than the national average of -0.501, though both fall within the low-risk category. This differential points to an incipient vulnerability, suggesting the presence of signals that warrant review before they escalate. While high productivity can be positive, this indicator alerts to a potential imbalance between quantity and quality. The slightly elevated signal compared to the national norm could hint at early signs of dynamics such as coercive authorship or the assignment of authorship without real participation—practices that prioritize metrics over the integrity of the scientific record.
The institution's Z-score of -0.268 is identical to the national average, reflecting a state of integrity synchrony and total alignment with an environment of maximum scientific security. This very low rate indicates that the university avoids excessive dependence on its in-house journals, thereby mitigating potential conflicts of interest and the risk of academic endogamy. This practice ensures that its scientific production consistently undergoes independent external peer review, which is fundamental for achieving global visibility and competitive validation.
The institution has a Z-score of 1.109, which is significantly higher than the national average of 0.313, indicating high exposure to this risk factor within a shared medium-risk context. This elevated value serves as an alert to the potential practice of dividing a coherent study into minimal publishable units to artificially inflate productivity metrics. Such data fragmentation, or 'salami slicing,' not only distorts the available scientific evidence but also overburdens the peer-review system, suggesting a research culture that may prioritize volume of output over the generation of significant new knowledge.
