| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.102 | 0.704 |
|
Retracted Output
|
0.483 | 1.274 |
|
Institutional Self-Citation
|
-0.288 | 0.060 |
|
Discontinued Journals Output
|
0.327 | 1.132 |
|
Hyperauthored Output
|
-1.160 | -0.763 |
|
Leadership Impact Gap
|
0.705 | 0.491 |
|
Hyperprolific Authors
|
3.046 | 2.211 |
|
Institutional Journal Output
|
-0.268 | -0.234 |
|
Redundant Output
|
4.591 | 0.188 |
Prince Mohammad Bin Fahd University demonstrates a complex performance profile, marked by areas of exceptional integrity alongside significant vulnerabilities that require strategic attention. With an overall score of 0.670, the institution shows commendable control in managing hyper-authored output and publication in its own journals, indicating robust governance in these domains. However, this is contrasted by critical risk levels in the rates of hyperprolific authors and redundant output, suggesting that current incentive structures may inadvertently prioritize publication volume over scientific substance. These integrity challenges stand in tension with the university's demonstrated thematic strengths, where it ranks prominently within Saudi Arabia in key fields such as Agricultural and Biological Sciences (3rd), Energy (10th), and Environmental Science (12th), according to SCImago Institutions Rankings data. The university's mission to achieve "world-class excellence" and cultivate "responsible leaders" is directly undermined when publication practices deviate from the highest ethical standards. To bridge this gap, it is recommended that the institution leverages its clear strengths in governance to implement targeted policies that address authorship and publication quality, thereby ensuring its operational integrity fully aligns with its aspirational vision and solidifies its role as a regional academic leader.
The institution exhibits a Z-score of -0.102, which is well below the national average of 0.704. This contrast suggests a high degree of institutional resilience, where internal control mechanisms appear to effectively mitigate the systemic risks related to affiliation strategies that are more prevalent across the country. While multiple affiliations can be a legitimate outcome of collaboration, disproportionately high rates can signal attempts to inflate institutional credit. The university's prudent profile in this area indicates that its collaborative practices are well-managed, avoiding patterns that could be misconstrued as "affiliation shopping" and maintaining a clear and transparent representation of its research partnerships.
With a Z-score of 0.483, the institution shows a moderate risk level that is notably lower than the country's significant-risk average of 1.274. This indicates a degree of relative containment; although some risk signals are present, the university operates with more effective quality control than the national standard. Retractions are complex events, and a rate significantly above the global average can alert to systemic failures in pre-publication review. In this context, the university's score, while not zero, suggests that its integrity culture is more robust than its environment's, but that there is still room to strengthen methodological rigor and supervision to prevent recurring malpractice or unintentional errors from escalating.
The university's Z-score for institutional self-citation is -0.288, a low-risk value that contrasts favorably with the national medium-risk average of 0.060. This differential points to strong institutional resilience, where the university successfully avoids the broader national trend towards internal citation. A certain level of self-citation is natural, but high rates can create 'echo chambers' that inflate impact without external validation. The institution's low score is a positive sign of scientific openness, indicating that its research is being recognized and validated by the global community rather than relying on endogamous dynamics for its perceived influence.
The institution registers a Z-score of 0.327, a moderate value that is significantly lower than the national average of 1.132. This demonstrates a differentiated management approach, where the university is successfully moderating a risk that appears to be more common at the national level. Publishing in discontinued journals often exposes an institution to reputational damage, as these venues may not meet international ethical or quality standards. The university's ability to keep this rate lower than its peers suggests more effective due diligence in selecting dissemination channels, though the existing moderate risk indicates a continued need for information literacy programs to prevent resources from being wasted on low-quality or 'predatory' outlets.
With a Z-score of -1.160, the institution shows a near-total absence of risk signals in this area, aligning with the low-risk national standard (Z-score of -0.763). This demonstrates low-profile consistency, confirming that the university's authorship practices are in line with, and even exceed, the country's norms for transparency. While extensive author lists are legitimate in 'Big Science,' their appearance elsewhere can indicate inflation or honorary authorships that dilute accountability. The university's very low score is a strong indicator of healthy collaborative practices where authorship is likely assigned based on meaningful contributions, avoiding the risks associated with diluted individual responsibility.
The university's Z-score of 0.705 is moderately higher than the national average of 0.491, indicating a high exposure to this particular risk. This suggests the institution is more prone than its national peers to showing a dependency on external partners for its citation impact. A wide positive gap, where overall impact is high but the impact of institution-led research is low, signals a potential sustainability risk. The score invites reflection on whether the university's scientific prestige is derived from its own structural capacity or from strategic positioning in collaborations where it does not exercise primary intellectual leadership, a dynamic that could hinder the development of its long-term, independent research excellence.
The institution's Z-score of 3.046 is a significant-risk outlier, starkly contrasting with the national medium-risk average of 2.211. This score suggests a risk accentuation, where the university amplifies vulnerabilities present in the national system regarding publication pressure. Extreme individual publication volumes challenge the limits of meaningful intellectual contribution and can point to systemic issues. This critical alert points to potential imbalances between quantity and quality, raising concerns about practices such as coercive authorship or assigning credit without real participation. Such dynamics prioritize metric inflation over the integrity of the scientific record and demand an urgent review of authorship policies and academic incentives.
The institution records a Z-score of -0.268, reflecting a complete absence of risk signals and performing even better than the country's already low average of -0.234. This indicates a state of total operational silence in this area. While in-house journals can be valuable, over-reliance on them creates conflicts of interest and risks academic endogamy by bypassing independent peer review. The university's exceptionally low score is a testament to its commitment to global scientific standards, demonstrating that its researchers are consistently engaging with the international academic community and validating their work through external, competitive channels rather than using internal 'fast tracks'.
With a Z-score of 4.591, the institution displays a critical risk level that far exceeds the national medium-risk average of 0.188. This severe discrepancy indicates that the university is amplifying a national vulnerability to a significant degree. This indicator flags massive bibliographic overlap between publications, a key sign of 'salami slicing'—the practice of fragmenting a single study into multiple minimal units to inflate publication counts. Such a high value is a global red flag, warning that this practice may be distorting the scientific evidence produced by the institution and overburdening the review system. It strongly suggests a cultural focus on volume over the generation of significant new knowledge, requiring immediate and decisive intervention.
