| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.460 | 0.704 |
|
Retracted Output
|
1.066 | 1.274 |
|
Institutional Self-Citation
|
0.814 | 0.060 |
|
Discontinued Journals Output
|
1.151 | 1.132 |
|
Hyperauthored Output
|
-0.903 | -0.763 |
|
Leadership Impact Gap
|
1.352 | 0.491 |
|
Hyperprolific Authors
|
3.762 | 2.211 |
|
Institutional Journal Output
|
-0.268 | -0.234 |
|
Redundant Output
|
0.255 | 0.188 |
King Khalid University presents a complex scientific integrity profile, with an overall risk score of 1.021 indicating areas of notable strength alongside significant vulnerabilities that require strategic attention. The institution demonstrates robust governance in key areas, particularly with very low rates of output in institutional journals and a prudent approach to hyper-authorship, signaling a commitment to external validation. However, this is contrasted by critical alerts in the Rate of Retracted Output and, most notably, the Rate of Hyperprolific Authors, which suggest systemic pressures that may prioritize quantity over quality. These risks directly challenge the university's mission to foster a "conducive academic environment for scientific research," as such practices can undermine the credibility and long-term social contribution of its output. Despite these challenges, the university's strong academic positioning, evidenced by SCImago Institutions Rankings data placing it among the top national institutions in fields like Business, Management and Accounting (4th), Social Sciences (4th), Arts and Humanities (6th), and Energy (6th), provides a solid foundation for growth. By leveraging these thematic strengths and implementing targeted interventions to address the identified integrity risks, King Khalid University can better align its operational practices with its stated mission, ensuring its research excellence is built upon a foundation of unimpeachable integrity and sustainable scholarly contribution.
The institution's Z-score of 0.460 is notably lower than the national average of 0.704, indicating a more controlled and differentiated management of this practice. This suggests that while operating within a national context where multiple affiliations are common, the university has mechanisms in place that moderate this trend. While multiple affiliations can be a legitimate outcome of collaboration, disproportionately high rates can signal strategic attempts to inflate institutional credit. The university's more conservative profile in this area points to a reduced risk of "affiliation shopping" and a healthier approach to institutional partnerships.
With a Z-score of 1.066, the institution reflects the critical national trend (Z-score 1.274), placing it in a state of attenuated alert. Although its rate is slightly below the country's average, the score remains significantly high on a global scale. Retractions are complex, but a high rate suggests that quality control mechanisms prior to publication may be failing systemically. This indicator is a serious warning of a vulnerability in the institution's integrity culture, indicating possible recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management to protect its scientific reputation.
The university's Z-score of 0.814 reveals a high exposure to this risk, standing in stark contrast to the national average of 0.060. This significant deviation suggests that the institution is far more prone to citing its own work than its national peers. While a certain level of self-citation is natural, this disproportionately high rate can signal concerning scientific isolation or "echo chambers" where work is validated without sufficient external scrutiny. This value warns of a potential for endogamous impact inflation, where academic influence may be oversized by internal dynamics rather than by recognition from the global scientific community.
The institution's Z-score of 1.151 is almost identical to the national average of 1.132, indicating that its performance reflects a systemic pattern common throughout the country's research ecosystem. A high proportion of publications in such journals is a critical alert regarding due diligence in selecting dissemination channels. This alignment suggests a shared challenge in information literacy, where a significant portion of scientific production is being channeled through media that do not meet international ethical or quality standards. This exposes the institution to severe reputational risks and points to an urgent, system-wide need to avoid wasting resources on "predatory" or low-quality practices.
With a Z-score of -0.903, which is lower than the national average of -0.763, the institution exhibits a prudent profile in managing authorship. This indicates that the university's processes are more rigorous than the national standard in this regard. This low incidence of hyper-authorship suggests a healthy distinction between necessary massive collaboration in "Big Science" and the risk of author list inflation. By maintaining control over this indicator, the institution effectively mitigates practices like "honorary" authorship, thereby reinforcing individual accountability and transparency in its research.
The university's Z-score of 1.352 is significantly higher than the national average of 0.491, signaling high exposure to dependency on external collaboration for impact. This wide positive gap—where global impact is high but the impact of research led by the institution is comparatively low—signals a potential sustainability risk. It suggests that the institution's scientific prestige may be largely exogenous, not structural. This finding invites strategic reflection on whether its excellence metrics result from genuine internal capacity or from strategic positioning in collaborations where the institution does not exercise primary intellectual leadership.
The institution's Z-score of 3.762 is a critical red flag, significantly accentuating a risk that is already present at a medium level nationally (Z-score 2.211). This extreme value suggests the university is amplifying vulnerabilities within the national system. While high productivity can reflect leadership, such an extreme volume of publications challenges the limits of human capacity for meaningful intellectual contribution. This indicator alerts to severe imbalances between quantity and quality, pointing to risks such as coercive authorship, "salami slicing," or honorary authorship—dynamics that prioritize metrics over the integrity of the scientific record and require an urgent process audit.
The institution's Z-score of -0.268 is in almost perfect alignment with the national average of -0.234, demonstrating integrity synchrony with a secure national environment. This very low rate indicates a strong commitment to seeking external, independent peer review for its research. By avoiding dependence on in-house journals, which can create conflicts of interest, the university ensures its scientific production is validated through standard competitive channels. This practice enhances global visibility and mitigates the risk of academic endogamy or using internal publications as "fast tracks" to inflate credentials.
With a Z-score of 0.255, the institution shows a higher exposure to this risk compared to the national average of 0.188. This suggests the university is more prone to practices that lead to redundant publications. Massive and recurring bibliographic overlap between simultaneous publications often indicates data fragmentation or "salami slicing." This elevated value alerts to the potential practice of dividing a coherent study into minimal publishable units to artificially inflate productivity, a behavior that distorts the scientific evidence base and prioritizes volume over the generation of significant new knowledge.
