| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
2.040 | 0.704 |
|
Retracted Output
|
1.347 | 1.274 |
|
Institutional Self-Citation
|
-0.216 | 0.060 |
|
Discontinued Journals Output
|
0.983 | 1.132 |
|
Hyperauthored Output
|
-0.839 | -0.763 |
|
Leadership Impact Gap
|
0.719 | 0.491 |
|
Hyperprolific Authors
|
0.892 | 2.211 |
|
Institutional Journal Output
|
-0.268 | -0.234 |
|
Redundant Output
|
0.826 | 0.188 |
The University of Hail presents a complex integrity profile, marked by commendable strengths in operational governance alongside significant vulnerabilities that require strategic attention. With an overall risk score of 0.892, the institution demonstrates robust control in areas such as institutional self-citation, hyper-authorship, and the use of its own journals, indicating a solid foundation of academic independence. These strengths align well with the university's research excellence in key thematic areas, including its Top 10 national rankings in Economics, Econometrics and Finance; Business, Management and Accounting; and Environmental Science, as per SCImago Institutions Rankings data. However, this positive performance is contrasted by critical alerts, most notably a very high rate of retracted output and elevated indicators for multiple affiliations and redundant publications. These risk signals create a direct tension with the university's mission to uphold the "highest quality standards" and "produce scientific research that serves the community." Addressing these vulnerabilities is not merely a matter of compliance but is essential to ensuring that the institution's growing reputation is built on a sustainable and unimpeachable foundation of scientific integrity, thereby fully realizing its vision of contributing to a knowledge society.
The University of Hail's Z-score of 2.040 for this indicator is significantly higher than the national average of 0.704, suggesting the institution is more exposed to the dynamics driving this practice. This pattern indicates that the university is more prone than its national peers to behaviors that could be interpreted as strategic attempts to inflate institutional credit or "affiliation shopping." While multiple affiliations can be legitimate, the university's high exposure warrants a review to ensure that these collaborations are driven by substantive scientific partnerships rather than metric-oriented strategies.
With a Z-score of 1.347, the institution's rate of retractions is a global red flag, positioning it as a leader in this critical risk metric within a national context that is already highly compromised (country average: 1.274). This severe signal suggests that quality control mechanisms prior to publication may be failing systemically. A rate this far above the norm alerts to a profound vulnerability in the institution's integrity culture, pointing toward possible recurring malpractice or a lack of methodological rigor that requires immediate and thorough qualitative verification by management to protect its scientific reputation.
The institution demonstrates notable resilience in this area, with a Z-score of -0.216, contrasting sharply with the national average of 0.060, which signals a medium risk level. This performance indicates that the university's control mechanisms are effectively mitigating the systemic risks of academic insularity present in the country. By avoiding the 'echo chambers' that can result from disproportionate self-citation, the university ensures its work undergoes sufficient external scrutiny, confirming that its academic influence is validated by the global community rather than being inflated by internal dynamics.
The university demonstrates differentiated management of this risk, with a Z-score of 0.983 that is favorably lower than the national average of 1.132. This suggests the institution is more adept than its peers at moderating a risk that appears common in the country. By exercising greater due diligence in the selection of dissemination channels, the university more effectively avoids channeling its scientific production into media that fail to meet international ethical or quality standards, thereby mitigating severe reputational risks and preventing the waste of resources on predatory practices.
The institution maintains a prudent profile regarding authorship, with a Z-score of -0.839, which is more rigorous than the national standard of -0.763. This indicates a reduced tendency toward author list inflation. This responsible approach suggests the university effectively distinguishes between necessary massive collaboration and the practice of granting 'honorary' or political authorships, thereby fostering a culture of greater individual accountability and transparency in its research activities.
The university shows high exposure to this risk, with a Z-score of 0.719 that is notably higher than the national average of 0.491. This indicates a greater-than-average dependency on external partners for its citation impact, signaling a potential sustainability risk. The wide positive gap suggests that a significant portion of the institution's scientific prestige may be exogenous and not reflective of its own structural capacity. This finding invites a strategic reflection on whether its excellence metrics result from genuine internal capabilities or from positioning in collaborations where it does not exercise primary intellectual leadership.
The institution exhibits effective and differentiated management of this risk, with a Z-score of 0.892, which is substantially lower than the more pronounced national average of 2.211. This indicates that the university successfully moderates the tendency toward extreme individual publication volumes. This controlled approach mitigates the risks associated with an imbalance between quantity and quality, such as coercive authorship or assigning credit without real participation, thereby demonstrating a commitment to prioritizing the integrity of the scientific record over the inflation of productivity metrics.
The university's practices show integrity synchrony, with a Z-score of -0.268 that is in total alignment with the secure national environment (country average: -0.234). This demonstrates a complete absence of risk signals related to academic endogamy or conflicts of interest. By not depending on its in-house journals, the institution ensures its scientific production consistently undergoes independent external peer review, which is essential for bypassing potential 'fast tracks' for publication and achieving genuine global visibility and competitive validation.
The university displays high exposure to this practice, with a Z-score of 0.826 that is significantly higher than the national average of 0.188. This suggests the institution is more prone than its peers to data fragmentation or 'salami slicing.' Such a high value serves as an alert for the potential practice of dividing coherent studies into minimal publishable units to artificially inflate productivity metrics. This approach risks distorting the available scientific evidence and overburdens the review system, prioritizing publication volume over the generation of significant new knowledge.
