| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.983 | -0.549 |
|
Retracted Output
|
-0.287 | -0.060 |
|
Institutional Self-Citation
|
-0.199 | 0.615 |
|
Discontinued Journals Output
|
0.214 | 0.511 |
|
Hyperauthored Output
|
-1.048 | -0.625 |
|
Leadership Impact Gap
|
-0.389 | -0.335 |
|
Hyperprolific Authors
|
-1.228 | -0.266 |
|
Institutional Journal Output
|
-0.268 | 0.595 |
|
Redundant Output
|
-0.769 | -0.027 |
Burapha University presents a robust scientific integrity profile, reflected in an overall risk score of -0.411, indicating performance that is significantly more secure than the global average. The institution's primary strengths lie in its remarkable resilience against national risk trends, particularly in avoiding institutional self-citation and publication in its own journals, where it maintains very low risk levels in contrast to the country's medium-risk environment. This demonstrates a strong commitment to external validation and global engagement. The only area requiring attention is a moderate rate of publication in discontinued journals, which, while better than the national average, suggests a need for enhanced guidance on selecting high-quality publication venues. According to SCImago Institutions Rankings data, this solid integrity foundation supports notable thematic strengths, with national Top 15 rankings in Energy; Economics, Econometrics and Finance; and Pharmacology, Toxicology and Pharmaceutics. This performance strongly aligns with the university's mission "To establish intellect, encourage the search for knowledge and morality and guide society." The demonstrated ethical rigor directly embodies the principle of "morality," while the focus on externally validated, high-quality research upholds the commitment to "intellect" and "knowledge." To fully realize its mission, the university is encouraged to maintain its excellent governance and address the moderate risk in publication channels, thereby ensuring its valuable research effectively and reliably guides society.
The institution exhibits a Z-score of -0.983, a very low value that contrasts favorably with the national average of -0.549. This result indicates a commendable absence of risk signals in an already low-risk national context, suggesting that the university's affiliation practices are transparent and well-governed. While multiple affiliations can be a legitimate outcome of collaboration, disproportionately high rates can signal strategic attempts to inflate institutional credit. Burapha University's very low rate demonstrates that its collaborative framework is robust and not susceptible to "affiliation shopping," reinforcing the authenticity of its institutional credit.
With a Z-score of -0.287, the institution maintains a low-risk profile that is even more rigorous than the national standard of -0.060. This prudent performance suggests that the university's internal quality control mechanisms are functioning effectively. Retractions are complex events, and a high rate can suggest systemic failures in pre-publication review. The university's low score indicates that its processes for ensuring methodological rigor are sound, and it is managing the correction of the scientific record responsibly, thereby protecting its academic reputation and integrity culture.
The university demonstrates exceptional institutional resilience with a Z-score of -0.199, positioning it at a low-risk level, in stark contrast to the country's medium-risk average of 0.615. This indicates that the institution's control mechanisms are effectively mitigating a systemic risk prevalent in its environment. Disproportionately high rates of self-citation can signal scientific isolation or "echo chambers" that inflate impact through endogamous dynamics. By maintaining a low rate, Burapha University proves its research is validated by the broader global community, avoiding the risk of its academic influence being oversized by internal dynamics rather than external recognition.
The institution's Z-score of 0.214 places it in a medium-risk category, a situation that is also reflected at the national level (Z-score of 0.511). However, the university's score is significantly lower than the country's average, suggesting a differentiated management approach that moderates a risk common in its environment. A high proportion of publications in discontinued journals constitutes a critical alert regarding due diligence in selecting dissemination channels. While the university is managing this better than its peers, the medium-risk signal indicates a need to reinforce information literacy among its researchers to avoid channeling scientific production through media that may not meet international ethical or quality standards, thus preventing reputational damage and the waste of resources on low-quality practices.
With a Z-score of -1.048, the institution shows a prudent and rigorous profile, significantly below the national average of -0.625. This demonstrates that the university manages its authorship attribution processes with greater rigor than the national standard. Outside of "Big Science" contexts, a high rate of hyper-authorship can indicate author list inflation, which dilutes individual accountability. The university's very low score suggests its research culture effectively discourages "honorary" or political authorship, promoting transparency and ensuring that credit is assigned appropriately based on meaningful contributions.
The institution's Z-score of -0.389 reflects a low-risk profile, indicating a healthy balance between the impact of its overall output and the output for which it holds intellectual leadership. This performance is slightly more rigorous than the national standard (-0.335). A wide positive gap in this indicator can signal a sustainability risk, where an institution's prestige is overly dependent on external partners rather than its own structural capacity. Burapha University's low score suggests that its scientific excellence is largely endogenous and sustainable, built upon real internal capacity and intellectual leadership within its collaborations.
The university shows a Z-score of -1.228, a very low value that confirms an absence of risk signals and aligns with the low-risk national standard (-0.266). This indicates a healthy and balanced approach to academic productivity. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may point to risks such as coercive authorship or a focus on quantity over quality. The university's excellent result demonstrates a research environment that prioritizes the integrity of the scientific record and substantive contributions over the inflation of publication metrics.
With a Z-score of -0.268, the institution demonstrates a state of preventive isolation from a significant national risk, as its very low rate contrasts sharply with the country's medium-risk average of 0.595. This shows the university does not replicate the risk dynamics observed in its environment. Excessive dependence on in-house journals can create conflicts of interest and academic endogamy by bypassing independent external peer review. Burapha University's minimal reliance on its own journals is a clear indicator of its commitment to global standards of validation, ensuring its research has broad visibility and competitive quality.
The institution's Z-score of -0.769 is a very low value, indicating a complete absence of risk signals and aligning perfectly with the low-risk national context (Z-score of -0.027). This result suggests that the university's research output is characterized by substance and integrity. High rates of redundant output, or "salami slicing," point to the practice of fragmenting studies into minimal publishable units to artificially inflate productivity, which distorts the scientific evidence base. The university's very low score confirms its focus on producing significant, coherent bodies of work rather than prioritizing publication volume.