| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.633 | 0.353 |
|
Retracted Output
|
-0.597 | -0.045 |
|
Institutional Self-Citation
|
-0.394 | -1.056 |
|
Discontinued Journals Output
|
1.265 | 0.583 |
|
Hyperauthored Output
|
-1.281 | -0.488 |
|
Leadership Impact Gap
|
-2.015 | 1.993 |
|
Hyperprolific Authors
|
-1.413 | -0.746 |
|
Institutional Journal Output
|
-0.268 | -0.155 |
|
Redundant Output
|
7.922 | -0.329 |
Bule Hora University demonstrates a generally robust scientific integrity framework, reflected in a low overall risk score of 0.054. The institution exhibits exceptional control over several key areas, with very low risk signals for retracted output, hyper-authored publications, hyperprolific authors, and output in its own journals. A particularly notable strength is its capacity to generate impactful research under its own leadership, avoiding dependency on external partners. However, this solid foundation is compromised by two significant vulnerabilities: a medium-risk rate of publication in discontinued journals and a critical level of redundant output (salami slicing). These integrity challenges emerge alongside notable academic strengths, particularly in Agricultural and Biological Sciences and Environmental Science, where the university holds top national rankings according to SCImago Institutions Rankings data. The identified risks, especially the practice of redundant publication, directly challenge the university's mission to foster a "scientific culture" and produce citizens with "good ethics," as such practices prioritize metric inflation over the genuine advancement of knowledge. To fully realize its mission, it is recommended that Bule Hora University leverage its existing governance strengths to implement targeted policies and training aimed at improving publication channel selection and promoting research that values substantive contribution over sheer volume.
The institution presents a Z-score of -0.633, a value indicating low risk and contrasting favorably with the national average of 0.353, which falls into a medium-risk category. This demonstrates a notable institutional resilience, suggesting that the university's control mechanisms are effectively mitigating the systemic risks observed across the country. While multiple affiliations can be legitimate, the university's lower rate indicates that it is successfully avoiding practices aimed at strategically inflating institutional credit or "affiliation shopping," thereby maintaining a more transparent and focused academic profile than its national peers.
With a Z-score of -0.597, the institution shows a very low risk of retracted publications, a figure that is consistent with and even stronger than the low-risk national average of -0.045. This low-profile consistency suggests that the university’s pre-publication quality control and supervision mechanisms are functioning effectively. The absence of significant risk signals in this area indicates a responsible research culture where potential errors are managed before they escalate, aligning the institution with sound national and international integrity standards.
The institution's Z-score of -0.394 places it in a low-risk category, but this represents a slight divergence from the national context, where the average score of -1.056 indicates a very low risk. This subtle difference suggests the university shows early signals of risk activity that are not prevalent elsewhere in the country. While a certain level of self-citation is natural, this value points to a minor tendency towards an 'echo chamber' dynamic. It warrants observation to ensure that the institution's academic influence continues to be validated by the global community rather than becoming oversized by internal dynamics.
The university's Z-score of 1.265 is classified as a medium risk, a level similar to the national average of 0.583. However, the institution's score is significantly higher, indicating a high level of exposure to this particular risk factor. This suggests the university is more prone than its national peers to channeling its research into publications that do not meet international ethical or quality standards. This pattern constitutes a critical alert regarding due diligence in selecting dissemination channels, exposing the institution to severe reputational risks and signaling an urgent need for information literacy to avoid wasting resources on 'predatory' or low-quality practices.
The institution records a Z-score of -1.281, indicating a very low risk that is well below the low-risk national average of -0.488. This demonstrates a low-profile consistency and a healthy authorship culture. The complete absence of risk signals in this area suggests that, unlike the moderate national trend, the university's research practices effectively distinguish between necessary massive collaboration and 'honorary' or political authorship, ensuring that author lists remain transparent and individual accountability is preserved.
With a Z-score of -2.015, the institution demonstrates a very low risk, a result that signifies a clear preventive isolation from the national trend, where the average score of 1.993 indicates a medium risk. This score shows that the university does not replicate the risk dynamics observed in its environment. A low value in this indicator is a sign of strength, suggesting that the institution's scientific prestige is structural and derived from its own internal capacity. It confirms that its excellence metrics result from genuine intellectual leadership rather than a strategic dependency on external collaborations.
The institution's Z-score of -1.413 places it in the very low-risk category, a stronger position than the national average of -0.746, which is considered low risk. This low-profile consistency indicates that the university's research environment does not foster the kind of extreme individual publication volumes that challenge the limits of meaningful intellectual contribution. This suggests a healthy balance between quantity and quality, successfully avoiding the risks of coercive authorship or metric-driven behaviors that can compromise the integrity of the scientific record.
The institution's Z-score of -0.268 is in the very low-risk category, performing even better than the national average of -0.155, which is also very low. This signals a state of total operational silence regarding this risk. The complete absence of signals, even below the minimal national average, indicates a firm commitment to external validation. This practice ensures that the university's scientific production bypasses any potential conflicts of interest or academic endogamy, thereby maximizing its global visibility and credibility by subjecting its research to independent peer review.
The institution exhibits a Z-score of 7.922, a critical value that places it in the significant risk category. This represents a severe discrepancy when compared to the low-risk national environment, which has an average Z-score of -0.329. This atypical level of risk activity is a major red flag that requires a deep and urgent integrity assessment. The extremely high value strongly alerts to the systemic practice of dividing coherent studies into minimal publishable units to artificially inflate productivity. This behavior, known as 'salami slicing,' distorts the available scientific evidence and overburdens the review system, prioritizing publication volume over the generation of significant new knowledge.
