| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
1.495 | 0.704 |
|
Retracted Output
|
-0.559 | 1.274 |
|
Institutional Self-Citation
|
-0.410 | 0.060 |
|
Discontinued Journals Output
|
0.811 | 1.132 |
|
Hyperauthored Output
|
-0.936 | -0.763 |
|
Leadership Impact Gap
|
0.937 | 0.491 |
|
Hyperprolific Authors
|
0.003 | 2.211 |
|
Institutional Journal Output
|
-0.268 | -0.234 |
|
Redundant Output
|
-0.287 | 0.188 |
Imam Muhammad ibn Saud Islamic University demonstrates a robust and commendable scientific integrity profile, reflected in an overall risk score of 0.083. The institution's primary strengths lie in its exceptional quality control, evidenced by a near-zero rate of retracted publications and minimal reliance on institutional journals, positioning it as a benchmark of responsible research practices within its national context. This operational integrity strongly supports its leadership in key thematic areas, including its national top-tier rankings in Arts and Humanities, Social Sciences, and Medicine, as per SCImago Institutions Rankings data. However, this profile is contrasted by medium-risk signals in the Rate of Multiple Affiliations and a notable gap between its overall impact and the impact of its internally-led research. These indicators suggest a potential tension with the university's mission to nurture genuine "leadership" and "academic excellence," as they point towards a dependency on external collaborations for prestige. To fully align its practices with its guiding principles, the university is encouraged to strategically address these areas, thereby transforming its collaborative success into sustainable, sovereign intellectual leadership.
The institution presents a Z-score of 1.495, which is notably higher than the national average of 0.704. This indicates that the university is more exposed than its national peers to the risks associated with multiple affiliations. While such affiliations can be a legitimate outcome of researcher mobility or partnerships, this elevated rate warrants a strategic review. It may signal an over-reliance on strategic affiliations to inflate institutional credit or "affiliation shopping" by researchers, a practice that could dilute the university's core academic identity and misrepresent its standalone research capacity.
With a Z-score of -0.559, the institution demonstrates an exemplary record in publication integrity, especially when contrasted with the country's Z-score of 1.274, which signals a significant national challenge. This stark difference suggests a profound environmental disconnection, where the university's internal governance and quality control mechanisms operate independently and effectively, shielding it from the systemic issues observed elsewhere. A high rate of retractions can alert to recurring malpractice or a lack of methodological rigor, but this institution's extremely low rate signifies a mature culture of integrity and responsible pre-publication supervision, which should be considered a core institutional strength.
The university's Z-score for this indicator is -0.410, a low value that reflects strong institutional resilience when compared to the national average of 0.060. This suggests that while the national system may show some tendency towards insular citation patterns, the university's control mechanisms effectively mitigate this risk. A certain level of self-citation is natural, but disproportionately high rates can create 'echo chambers' that inflate impact through endogamous dynamics. The institution's prudent profile indicates its research is validated by the global community, avoiding the risk of its academic influence being oversized by internal dynamics rather than external scrutiny.
The institution's Z-score of 0.811 is lower than the national average of 1.132, indicating a more differentiated management of a risk that appears common in the country. While a high proportion of publications in discontinued journals can be a critical alert regarding due diligence in selecting dissemination channels, the university demonstrates better control than its peers. This suggests a more discerning approach to publication, though the moderate score still points to a need for enhanced information literacy among researchers to completely avoid channeling scientific production through media that fail to meet international ethical or quality standards, thereby preventing reputational damage and wasted resources.
With a Z-score of -0.936, the institution exhibits a more prudent profile regarding authorship practices than the national standard, which stands at -0.763. This indicates that the university manages its collaborative processes with greater rigor. While extensive author lists are legitimate in 'Big Science,' their appearance in other contexts can signal author list inflation, diluting individual accountability. The institution's lower score suggests a healthy distinction between necessary massive collaboration and potentially problematic 'honorary' authorship, thus upholding transparency and the integrity of the authorial record.
The university shows a Z-score of 0.937 in this indicator, a value significantly higher than the national average of 0.491. This high exposure suggests that the institution is more prone than its peers to a dependency on external partners for its citation impact. A wide positive gap, where global impact is high but the impact of institution-led research is low, signals a sustainability risk. This result invites critical reflection on whether the university's excellence metrics derive from genuine internal capacity or from strategic positioning in collaborations where it does not exercise intellectual leadership, potentially creating a prestige that is exogenous and not structurally embedded.
The institution's Z-score of 0.003 demonstrates differentiated management of author productivity, standing in sharp contrast to the high national average of 2.211. This indicates that the university effectively moderates a risk that is common in the country. While high productivity can reflect leadership, extreme publication volumes often challenge the limits of meaningful intellectual contribution. The university's controlled rate mitigates the risks of coercive authorship or 'salami slicing,' signaling a culture that prioritizes the integrity of the scientific record and a healthy balance between quantity and quality over the simple inflation of metrics.
The university's Z-score of -0.268 is in almost perfect alignment with the national average of -0.234, demonstrating integrity synchrony with an environment of maximum scientific security. This shared low value indicates a strong commitment to avoiding the conflicts of interest inherent in institutional journals, where the university would act as both judge and party. By shunning academic endogamy and prioritizing independent external peer review, the institution ensures its scientific production undergoes standard competitive validation, thereby enhancing its global visibility and credibility.
With a Z-score of -0.287, the institution shows significant resilience against the risk of redundant publications, a practice more prevalent at the national level, which has a Z-score of 0.188. This suggests that the university's internal controls effectively discourage data fragmentation or 'salami slicing.' A high value in this indicator alerts to the practice of dividing a single study into minimal publishable units to artificially inflate productivity. The institution's low score reflects a commitment to publishing coherent and significant new knowledge, thereby protecting the integrity of scientific evidence and respecting the academic review system.
