Northern Border University

EXECUTIVE SUMMARY AND STRATEGIC VISION

Northern Border University presents a complex integrity profile, with an overall risk score of 1.239 that reflects a combination of exemplary internal controls and specific, high-priority vulnerabilities. The institution demonstrates significant strengths in areas requiring robust governance, such as a very low rate of output in its own journals, prudent management of authorship, and a healthy reliance on external validation, as shown by its low rates of self-citation and redundant output. These positive indicators are, however, offset by critical alerts, most notably a significant rate of retracted publications and a high exposure to publishing in discontinued journals. According to SCImago Institutions Rankings data, the university's academic prowess is particularly notable in Arts and Humanities (ranking 2nd in Saudi Arabia), Psychology (13th), and Economics, Econometrics and Finance (14th). While these achievements are commendable, the identified risks, especially concerning publication quality and integrity, directly challenge the university's mission of "educational excellence." A high rate of retractions and engagement with low-quality journals contradicts the core values of innovation and responsible stewardship. To fully align its operational practices with its strategic vision, it is recommended that the university prioritizes the implementation of enhanced pre-publication quality assurance and researcher training programs, thereby ensuring its pursuit of knowledge is synonymous with the highest standards of scientific integrity.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution exhibits a Z-score of 1.644, which is notably higher than the national average of 0.704, placing it in a position of high exposure to this particular risk. Although both the university and the country operate within a medium-risk context for this indicator, the university's heightened value suggests it is more prone to the dynamics that drive this behavior. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this elevated rate warrants a review of institutional policies. It could signal strategic attempts by researchers to inflate institutional credit or engage in “affiliation shopping,” a practice that, if unmonitored, can dilute the university's distinct academic identity and misrepresent its collaborative contributions.

Rate of Retracted Output

With a Z-score of 2.540, the institution's rate of retractions is a global red flag, starkly exceeding the already high national average of 1.274. This score indicates that the university is a significant outlier not only within its national context but globally, leading in a critical risk metric. Retractions can sometimes signify responsible error correction, but a rate this high suggests that quality control mechanisms prior to publication may be failing systemically. This is more than a series of isolated incidents; it alerts to a profound vulnerability in the institution's integrity culture, indicating possible recurring malpractice or a lack of methodological rigor that requires immediate and thorough qualitative verification by management to protect its scientific reputation.

Rate of Institutional Self-Citation

The institution demonstrates notable resilience in this area, with a Z-score of -0.058, indicating a low-risk profile that contrasts favorably with the national average of 0.060 (medium risk). This suggests that the university's internal control mechanisms are effectively mitigating the systemic risks of academic isolation observed elsewhere in the country. A certain level of self-citation is natural, but the university's low rate is a positive sign of robust external validation and engagement with the global scientific community. This performance indicates that the institution's academic influence is earned through broad recognition rather than being inflated by internal 'echo chambers' or endogamous citation practices.

Rate of Output in Discontinued Journals

The university's Z-score of 1.828 for publications in discontinued journals is considerably higher than the national average of 1.132. While both operate at a medium-risk level, the institution shows a greater propensity for this behavior, indicating high exposure. This pattern constitutes a critical alert regarding the due diligence applied in selecting dissemination channels. A high Z-score indicates that a significant portion of the university's scientific production is being channeled through media that fail to meet international ethical or quality standards. This exposes the institution to severe reputational risks and suggests an urgent need for enhanced information literacy and training for researchers to avoid wasting resources on 'predatory' or low-quality publishing practices.

Rate of Hyper-Authored Output

The institution maintains a prudent profile regarding hyper-authorship, with a Z-score of -0.839, which is slightly more favorable than the national standard of -0.763. This low-risk score suggests that the university manages its authorship processes with more rigor than its national peers. The data indicates a healthy distinction between necessary massive collaboration, typical in 'Big Science,' and the potential for author list inflation. By keeping this rate low, the institution effectively promotes individual accountability and transparency, mitigating the risk of 'honorary' or political authorship practices that can dilute the value of scholarly contributions.

Gap between Impact of total output and the impact of output with leadership

With a Z-score of -0.303 (low risk), the institution displays strong institutional resilience, performing significantly better than the national average of 0.491 (medium risk). This result indicates that the university is successfully building its own scientific prestige rather than depending on external partners for impact. A low gap suggests that the institution's excellence metrics are the result of real internal capacity and intellectual leadership in its research endeavors. This is a sign of a sustainable and structural research ecosystem, where the university is not just a participant but a driver in its collaborative projects, a crucial factor for long-term academic sovereignty.

Rate of Hyperprolific Authors

The university demonstrates differentiated management in this area, with a Z-score of 0.383, which is substantially lower than the national average of 2.211, despite both being in the medium-risk category. This indicates that the institution effectively moderates a risk that appears to be common practice at the national level. While high productivity can be legitimate, extreme publication volumes often challenge the limits of meaningful intellectual contribution. The university's relative control over this indicator suggests a healthier balance between quantity and quality, mitigating risks such as coercive authorship or the assignment of credit without real participation, thereby better protecting the integrity of its scientific record.

Rate of Output in Institutional Journals

In this indicator, the institution's performance is exemplary, showing total operational silence with a Z-score of -0.268, even lower than the country's very low-risk average of -0.234. This complete absence of risk signals demonstrates a strong commitment to independent, external peer review. By avoiding reliance on in-house journals, the university effectively sidesteps potential conflicts of interest where it would act as both judge and party. This practice enhances the global visibility and credibility of its research, confirming that its scientific production competes on the world stage rather than using internal channels as 'fast tracks' for publication.

Rate of Redundant Output

The institution shows strong resilience against the practice of redundant publication, with a low-risk Z-score of -0.083, which is significantly better than the national medium-risk average of 0.188. This suggests that the university's governance and ethical oversight are effective in mitigating a national trend towards data fragmentation. A low rate of bibliographic overlap between publications indicates a culture that prioritizes the generation of significant new knowledge over the artificial inflation of productivity metrics through 'salami slicing.' This commitment to substantive research strengthens the scientific record and reflects a responsible use of academic resources.