| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.243 | -0.549 |
|
Retracted Output
|
-0.522 | -0.060 |
|
Institutional Self-Citation
|
0.704 | 0.615 |
|
Discontinued Journals Output
|
-0.087 | 0.511 |
|
Hyperauthored Output
|
-0.690 | -0.625 |
|
Leadership Impact Gap
|
0.068 | -0.335 |
|
Hyperprolific Authors
|
-0.991 | -0.266 |
|
Institutional Journal Output
|
-0.268 | 0.595 |
|
Redundant Output
|
-0.697 | -0.027 |
Ubon Ratchathani University demonstrates a robust scientific integrity profile, reflected in an excellent overall risk score of -0.455. This performance is characterized by exceptional control over most potential research malpractice indicators. The institution's primary strengths lie in its minimal rates of retracted output, hyperprolific authorship, and publication in discontinued or institutional journals, where it significantly outperforms national averages. Areas identified for strategic attention include a moderate rate of institutional self-citation and a noticeable gap between the impact of its total output and that of research where it holds leadership, suggesting opportunities to enhance both external validation and internal scientific autonomy. According to SCImago Institutions Rankings data, these solid integrity foundations support notable research strengths in key areas for Thailand, including Energy (ranked 14th nationally), Chemistry (21st), Pharmacology, Toxicology and Pharmaceutics (21st), and Earth and Planetary Sciences (22nd). This strong integrity profile directly supports the university's mission to produce "ethical" and "self-sufficient graduates of an international standard." However, the identified risks of self-citation and impact dependency could, if left unaddressed, subtly undermine these core values by fostering insularity and hindering the development of true intellectual self-sufficiency. By leveraging its considerable strengths in research governance to address these specific vulnerabilities, Ubon Ratchathani University is well-positioned to further solidify its role as a leading ethical and innovative institution serving its community and the broader Mekong Sub-region.
The institution's Z-score of -1.243 for multiple affiliations is exceptionally low, positioning it well below the national average of -0.549. This demonstrates a clear and transparent affiliation policy, where the absence of risk signals aligns perfectly with the national standard. While multiple affiliations can be legitimate, disproportionately high rates can signal attempts to inflate institutional credit. The university's low-profile consistency in this area reinforces the integrity of its collaborative framework and avoids any ambiguity regarding institutional credit.
With a Z-score of -0.522, the institution maintains a minimal rate of retracted publications, consistent with the low-risk national environment (Country Z-score: -0.060). This suggests that its pre-publication quality control mechanisms are robust and effective. Retractions can sometimes signify responsible supervision through the correction of honest errors; however, a high rate suggests systemic failures. The university's excellent performance indicates a strong integrity culture that successfully prevents recurring malpractice and ensures methodological rigor.
The institution's rate of self-citation registers a Z-score of 0.704, placing it at a medium-risk level and slightly above the national average of 0.615. This indicates a higher exposure to the risks associated with scientific isolation compared to its national peers. While a certain level of self-citation is natural in developing research lines, this elevated rate could signal an 'echo chamber' where work is validated internally without sufficient external scrutiny. This dynamic warns of a potential for endogamous impact inflation, where academic influence might be oversized by internal dynamics rather than by recognition from the global community.
The institution demonstrates remarkable resilience, maintaining a low-risk profile (Z-score: -0.087) in a national context where publishing in discontinued journals is a medium-level risk (Country Z-score: 0.511). This suggests that the university's control mechanisms and information literacy programs are effectively mitigating systemic national risks. A high proportion of output in such journals constitutes a critical alert regarding due diligence. The university’s strong performance ensures its scientific output is channeled through reputable media, protecting it from the severe reputational damage associated with 'predatory' or low-quality practices.
The institution exhibits a prudent approach to authorship, with a Z-score of -0.690 that is even lower than the already low national standard of -0.625. This indicates that the university manages its collaborative processes with greater rigor than its peers. Outside of "Big Science" contexts, high rates of hyper-authorship can indicate author list inflation, diluting accountability. The university's prudent profile effectively distinguishes between necessary large-scale collaboration and 'honorary' authorship, thereby upholding individual responsibility and transparency.
The institution presents a moderate deviation from the national trend, with a medium-risk Z-score of 0.068 compared to the country's low-risk score of -0.335. This positive gap, where global impact is higher than the impact of institution-led research, signals a potential sustainability risk. It suggests that the university's scientific prestige may be more dependent on external partners than is typical for the country. This finding invites reflection on whether its excellence metrics result from genuine internal capacity or from strategic positioning in collaborations where the institution does not consistently exercise intellectual leadership.
The institution's Z-score of -0.991 indicates a virtual absence of hyperprolific authors, a signal of integrity that aligns with and improves upon the low-risk national standard (-0.266). This demonstrates a healthy balance between productivity and quality. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and point to risks like coercive authorship or 'salami slicing.' The university's excellent result shows it effectively avoids these dynamics, prioritizing the integrity of the scientific record over pure metrics.
The university shows a strong preventive stance, with a very low Z-score of -0.268 in a country where publishing in institutional journals is a medium-level risk (Country Z-score: 0.595). This indicates that the institution does not replicate the risk dynamics observed in its environment. By avoiding excessive dependence on its own journals, it sidesteps potential conflicts of interest and academic endogamy, where production might bypass independent external peer review. This commitment ensures its research gains greater global visibility and is validated through standard competitive channels.
With a Z-score of -0.697, the institution demonstrates an exceptionally low rate of redundant output, consistent with the low-risk national environment (Country Z-score: -0.027). This strong performance indicates a culture that discourages 'salami slicing'—the practice of dividing a coherent study into minimal publishable units to artificially inflate productivity. By avoiding this, the university's researchers prioritize the publication of significant new knowledge, thereby upholding the integrity of the scientific evidence base and reducing the burden on the peer review system.