| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.782 | 0.704 |
|
Retracted Output
|
0.098 | 1.274 |
|
Institutional Self-Citation
|
0.758 | 0.060 |
|
Discontinued Journals Output
|
-0.255 | 1.132 |
|
Hyperauthored Output
|
-1.116 | -0.763 |
|
Leadership Impact Gap
|
-0.446 | 0.491 |
|
Hyperprolific Authors
|
2.725 | 2.211 |
|
Institutional Journal Output
|
-0.268 | -0.234 |
|
Redundant Output
|
1.270 | 0.188 |
King Fahd University of Petroleum and Minerals demonstrates a robust overall scientific integrity profile, with a low global risk score (0.169) that reflects effective governance in several key areas. The institution shows remarkable resilience, successfully mitigating systemic national risks related to multiple affiliations, retracted output, and publication in discontinued journals. This strong foundation supports its outstanding performance in core thematic areas, as evidenced by its high national rankings in Energy, Earth and Planetary Sciences, Business, Management and Accounting, and Chemistry, according to SCImago Institutions Rankings data. However, this solid performance is contrasted by significant alerts in authorship practices, particularly a high rate of hyperprolific authors, and concerning exposure to institutional self-citation and redundant publication. These vulnerabilities could challenge the institution's mission to create "new knowledge that makes a scholarly impact," as a focus on publication volume over substance can dilute genuine innovation and leadership. To fully align its practices with its mission of excellence, it is recommended that the University undertake a strategic review of its authorship and publication incentive policies, ensuring that its impressive scholarly output is matched by the highest standards of scientific integrity.
The institution's Z-score of -0.782 contrasts sharply with the country's Z-score of 0.704, demonstrating strong institutional resilience. This suggests that the University's control mechanisms are effectively mitigating the systemic risks related to affiliation practices observed at the national level. While multiple affiliations are often a legitimate result of collaboration, the institution's prudent management avoids any suggestion of strategic "affiliation shopping" aimed at artificially inflating institutional credit, thereby maintaining a clear and transparent profile.
With a Z-score of 0.098 compared to the national score of 1.274, the institution exhibits relative containment of a critical issue. Although its medium-risk score indicates the presence of some retraction events, it operates with significantly more order than the national average, which shows a significant risk level. A rate substantially lower than the national context suggests that the University's pre-publication quality control mechanisms are more effective than its peers', preventing a systemic failure in its integrity culture and indicating that any retractions are more likely the result of responsible supervision rather than recurring malpractice.
The University shows high exposure to this risk, with a Z-score of 0.758 that is substantially higher than the national average of 0.060. This indicates that the institution is more prone to these alert signals than its environment. While a certain level of self-citation is natural, this disproportionately high rate signals a potential for scientific isolation or 'echo chambers' where work is validated without sufficient external scrutiny. This pattern warns of the risk of endogamous impact inflation, suggesting that the institution's academic influence may be oversized by internal dynamics rather than global community recognition.
The institution's low-risk Z-score of -0.255 demonstrates notable institutional resilience against a medium-risk trend at the national level (Z-score: 1.132). This indicates that the University's researchers exercise strong due diligence in selecting dissemination channels, effectively avoiding the reputational risks associated with journals that do not meet international ethical or quality standards. This practice ensures that institutional resources are not wasted on 'predatory' or low-quality outlets.
The University's performance reflects low-profile consistency, with a very low Z-score of -1.116 that is even more favorable than the national standard (-0.763). This absence of risk signals indicates that the institution's authorship practices are well-aligned with disciplinary norms, successfully distinguishing between necessary massive collaboration and potential author list inflation. This result suggests a culture of transparency and accountability in assigning authorship credit.
The institution's low-risk Z-score of -0.446 highlights its institutional resilience, as it avoids the dependency on external partners for impact that is more common at the national level (Z-score: 0.491). A low gap suggests that the University's scientific prestige is structural and internally driven, reflecting real capacity for intellectual leadership. This is a strong indicator of sustainable and autonomous research excellence, rather than a reliance on strategic positioning in collaborations led by others.
This indicator represents a critical alert, as the institution's significant-risk Z-score of 2.725 accentuates a vulnerability already present in the national system (Z-score: 2.211). The University's rate is not only high in absolute terms but also exceeds the national medium-risk average, suggesting an amplification of problematic practices. Extreme individual publication volumes challenge the limits of meaningful intellectual contribution and point to potential imbalances between quantity and quality. This high value urgently alerts to risks such as coercive authorship or the assignment of credit without real participation—dynamics that prioritize metrics over the integrity of the scientific record.
The University demonstrates integrity synchrony in this area, with a very low Z-score of -0.268 that is fully aligned with the secure national environment (Z-score: -0.234). This result indicates that the institution does not rely excessively on its own journals for dissemination, thereby avoiding potential conflicts of interest and academic endogamy. By prioritizing external, independent peer review, the University ensures its scientific production achieves global visibility and undergoes standard competitive validation.
The institution shows high exposure to this risk, with a medium-level Z-score of 1.270 that is markedly higher than the national average of 0.188. This suggests the University is more prone to this practice than its peers. Massive bibliographic overlap between simultaneous publications often indicates data fragmentation or 'salami slicing.' This high value alerts to the potential practice of dividing coherent studies into minimal publishable units to artificially inflate productivity, a behavior that distorts scientific evidence and prioritizes volume over the generation of significant new knowledge.
