| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
2.177 | 0.704 |
|
Retracted Output
|
0.277 | 1.274 |
|
Institutional Self-Citation
|
-0.060 | 0.060 |
|
Discontinued Journals Output
|
2.157 | 1.132 |
|
Hyperauthored Output
|
-0.887 | -0.763 |
|
Leadership Impact Gap
|
-0.340 | 0.491 |
|
Hyperprolific Authors
|
1.216 | 2.211 |
|
Institutional Journal Output
|
-0.268 | -0.234 |
|
Redundant Output
|
-0.153 | 0.188 |
The University of Bisha demonstrates a solid overall performance with a score of 0.755, reflecting a robust foundation in scientific integrity complemented by areas of notable academic strength. The institution exhibits commendable control over internal practices, showing very low to low risk in institutional self-citation, publication in its own journals, hyper-authorship, and research dependency. However, vulnerabilities emerge at a medium-risk level concerning the rate of multiple affiliations, output in discontinued journals, and hyperprolific authors, suggesting a need for strategic oversight in publication and affiliation policies. According to SCImago Institutions Rankings data, these integrity metrics support a strong research profile, with particular excellence in Psychology, where it ranks 2nd in Saudi Arabia and 3rd among Arab countries. Other significant areas of strength include Physics and Astronomy, and Environmental Science. As the university's specific mission was not localized for this report, its performance must be evaluated against the universal academic duties of pursuing excellence and ensuring social responsibility. The identified medium-risk indicators, particularly those related to publication channel selection and affiliation strategies, could potentially undermine the credibility of its research and contradict the principle of excellence. A proactive approach, focusing on enhancing researcher guidance and reinforcing quality assurance mechanisms, will be crucial to align its operational practices fully with its demonstrated academic potential and safeguard its growing reputation.
The institution presents a Z-score of 2.177, significantly higher than the national average of 0.704. This disparity indicates that the university is more exposed to the risks associated with this practice than its peers within the country. While both the institution and the national system operate at a medium-risk level, the university's heightened score suggests its affiliation patterns are more pronounced. Disproportionately high rates can signal strategic attempts to inflate institutional credit or “affiliation shopping.” It is therefore advisable to review whether these multiple affiliations consistently correspond to substantive, collaborative research or if they reflect a pattern that prioritizes metric enhancement over genuine partnership, ensuring that institutional credit is claimed legitimately.
With a Z-score of 0.277, the institution shows a medium-risk signal for retracted publications, a figure that demonstrates relative containment when compared to the country's significant-risk average of 1.274. This suggests that while the university is not immune to post-publication corrections, it operates with more effective quality control than the national standard. A high rate of retractions can suggest that quality control mechanisms prior to publication may be failing systemically. In this context, the university's moderate level indicates that while individual instances of error or malpractice may occur, it has successfully avoided the more systemic vulnerabilities present in the broader national environment, though continued vigilance in pre-publication review is warranted.
The institution's Z-score of -0.060 places it in the low-risk category, a positive contrast to the national medium-risk average of 0.060. This performance highlights a notable institutional resilience, suggesting that internal control mechanisms are effectively mitigating the systemic risks of academic endogamy observed elsewhere in the country. A certain level of self-citation is natural, but the university's low rate demonstrates a healthy reliance on external validation from the global scientific community. This indicates that the institution successfully avoids creating 'echo chambers' and that its academic influence is built on broad recognition rather than being inflated by internal dynamics.
The university's Z-score for publications in discontinued journals is 2.157, which is considerably higher than the national average of 1.132. Although both fall within the medium-risk category, the institution's score reveals a high exposure to this issue, suggesting it is more prone than its national counterparts to selecting problematic publication channels. This pattern constitutes a critical alert regarding due diligence in dissemination. It indicates that a significant portion of its scientific production is being channeled through media that may not meet international ethical or quality standards, exposing the institution to severe reputational risks. This finding points to an urgent need for enhanced information literacy and guidance for researchers to avoid channeling resources into 'predatory' or low-quality practices.
The institution maintains a Z-score of -0.887, which is lower than the national average of -0.763, both within the low-risk range. This prudent profile suggests the university manages its authorship practices with more rigor than the national standard. By maintaining a low rate of hyper-authored publications outside of 'Big Science' contexts, the institution effectively mitigates the risk of author list inflation. This demonstrates a commitment to transparency and individual accountability, ensuring that authorship reflects genuine intellectual contribution rather than 'honorary' or political attributions, thereby reinforcing the integrity of its research record.
The institution records a Z-score of -0.340 (low risk), which stands in favorable contrast to the national medium-risk average of 0.491. This demonstrates strong institutional resilience, indicating that the university's scientific prestige is built on solid internal capacity rather than being dependent on external collaborations. A wide positive gap can signal a sustainability risk where excellence is exogenous. The university's negative gap, however, suggests that the research it leads is impactful and that its scientific standing is structural and self-sustained, reflecting genuine intellectual leadership and a robust internal research ecosystem.
With a Z-score of 1.216, the institution operates at a medium-risk level, but this is notably lower than the national average of 2.211. This reflects a differentiated management approach, where the university successfully moderates the risks of extreme productivity that appear more common across the country. While high productivity can be legitimate, extreme volumes often challenge the limits of meaningful intellectual contribution. The university's relative control in this area suggests it is less susceptible to practices like coercive authorship or 'salami slicing' aimed at inflating metrics, thereby better balancing the pressures for quantity with a commitment to scientific quality and integrity.
The institution's Z-score of -0.268 is almost identical to the national average of -0.234, with both firmly in the very low-risk category. This indicates a state of integrity synchrony, showing total alignment with a national environment of maximum scientific security in this regard. This practice avoids potential conflicts of interest where an institution acts as both judge and party in the publication process. By not relying on in-house journals, the university ensures its research undergoes independent external peer review, which enhances its global visibility and confirms its commitment to competitive, merit-based validation over internal 'fast tracks'.
The institution exhibits a low-risk Z-score of -0.153, which is a sign of institutional resilience when compared to the medium-risk national average of 0.188. This suggests that the university's researchers adhere to good scientific practice, effectively mitigating the risk of data fragmentation. A high rate of redundant output, or 'salami slicing,' can distort the scientific record by artificially inflating productivity. The university's low score indicates a culture that prioritizes the publication of significant, coherent studies over the division of work into minimal publishable units, thereby contributing substantive knowledge and respecting the scientific review system.