| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
2.049 | 2.187 |
|
Retracted Output
|
10.026 | 0.849 |
|
Institutional Self-Citation
|
1.094 | 0.822 |
|
Discontinued Journals Output
|
1.103 | 0.680 |
|
Hyperauthored Output
|
-1.062 | -0.618 |
|
Leadership Impact Gap
|
-0.905 | -0.159 |
|
Hyperprolific Authors
|
1.321 | 0.153 |
|
Institutional Journal Output
|
-0.268 | -0.130 |
|
Redundant Output
|
-0.818 | 0.214 |
New Valley University presents a profile of notable contrasts, with an overall integrity score of 3.454 reflecting both areas of exceptional governance and significant vulnerabilities. The institution demonstrates commendable strength in maintaining intellectual autonomy and research quality, evidenced by very low-risk indicators in leadership impact, avoidance of institutional journals, and prevention of redundant publications. These strengths suggest robust internal controls and a commitment to genuine scientific contribution. However, this positive foundation is critically undermined by a significant-risk alert for retracted publications, alongside medium-risk signals in multiple affiliations, self-citation, use of discontinued journals, and hyperprolific authorship. According to SCImago Institutions Rankings data, the university's strongest thematic areas include Veterinary, Chemistry, Earth and Planetary Sciences, and Environmental Science. The identified risks, particularly the high rate of retractions, directly challenge the university's mission to foster "creativity" and "knowledge production," as they suggest systemic issues that could compromise the credibility of its scholars and leaders. To fully realize its vision, it is imperative that the university leverages this analysis to address these integrity gaps, transforming identified weaknesses into pillars of a renewed commitment to scientific excellence and social responsibility.
The institution registers a Z-score of 2.049, slightly below the national average of 2.187. This indicates that while the university operates within a national context where multiple affiliations are a common, medium-risk practice, its internal management appears to moderate this trend more effectively than its peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this differentiated management suggests a more controlled approach, reducing the potential for strategic "affiliation shopping" aimed at artificially inflating institutional credit. The university's ability to maintain a lower rate within a high-activity environment is a positive signal of conscientious governance.
With a Z-score of 10.026, the institution displays a critical deviation from the national medium-risk average of 0.849. This result suggests that the university is not just participating in but actively amplifying a vulnerability present in the national system. Retractions are complex events, but a Z-score of this magnitude points towards a systemic failure in pre-publication quality control mechanisms. This is a severe alert that goes beyond isolated incidents, indicating a potential vulnerability in the institution's integrity culture or a lack of methodological rigor that requires immediate and thorough qualitative verification by management to prevent further damage to its scientific reputation.
The university's Z-score for institutional self-citation is 1.094, which is higher than the national average of 0.822, placing it in a position of high exposure within a medium-risk national context. This pattern suggests the institution is more prone than its peers to practices that can lead to scientific isolation. While a certain level of self-citation reflects the continuity of research, this elevated rate warns of a potential 'echo chamber' where work is validated internally without sufficient external scrutiny. This dynamic risks creating an endogamous impact, where the institution's academic influence may be oversized by internal citations rather than by genuine recognition from the global scientific community.
The institution shows a Z-score of 1.103, notably higher than the country's average of 0.680. This demonstrates a high exposure to risk, indicating the university is more susceptible than its national counterparts to channeling research into questionable outlets. A high proportion of publications in discontinued journals is a critical alert regarding the due diligence applied in selecting dissemination channels. This Z-score suggests that a significant portion of scientific production is being directed to media that fail to meet international ethical or quality standards, exposing the institution to severe reputational risks and signaling an urgent need for enhanced information literacy to avoid predatory practices.
With a Z-score of -1.062, the institution demonstrates a prudent profile that is significantly lower than the national average of -0.618. This result indicates that the university manages its authorship processes with more rigor than the national standard. The low incidence of hyper-authored publications suggests a healthy practice of assigning authorship, effectively distinguishing between necessary large-scale collaboration and potentially problematic author list inflation. This is a positive indicator of transparency and individual accountability in research contributions.
The institution's Z-score of -0.905 signifies a very low-risk profile, which is notably stronger than the low-risk national standard of -0.159. This absence of risk signals, consistent with the national environment but at a more secure level, is a powerful indicator of scientific sustainability. It suggests that the university's research prestige is not dependent on external partners but is instead structural and driven by its own internal capacity. This reflects a healthy dynamic where excellence metrics result from genuine intellectual leadership, ensuring long-term academic autonomy and influence.
The university's Z-score of 1.321 is substantially higher than the national average of 0.153, indicating a high exposure to this risk factor. Although both the institution and the country fall within a medium-risk category, the university is far more prone to hosting authors with extreme publication volumes. This high indicator serves as an alert for potential imbalances between quantity and quality. It points to risks such as coercive authorship, data fragmentation, or the assignment of authorship without meaningful participation—dynamics that prioritize metric inflation over the integrity of the scientific record and warrant a closer review of authorship practices.
The institution presents a Z-score of -0.268, reflecting a complete absence of risk signals and performing even better than the very low-risk national average of -0.130. This state of total operational silence in this indicator is a hallmark of strong integrity practices. It demonstrates a clear commitment to seeking external validation through independent peer review, thereby avoiding the conflicts of interest and academic endogamy associated with excessive reliance on in-house journals. This approach enhances the global visibility and credibility of the university's research output.
With a Z-score of -0.818, the institution demonstrates a very low-risk profile, effectively isolating itself from the medium-risk dynamics observed at the national level (Z-score of 0.214). This preventive isolation is a strong positive signal. It indicates that the university does not replicate the national trend towards data fragmentation or 'salami slicing.' Instead, this result suggests a culture that prioritizes the publication of coherent, significant studies over the artificial inflation of productivity, thereby contributing more meaningfully to the scientific record and respecting the resources of the peer-review system.