| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.800 | -0.800 |
|
Retracted Output
|
-0.277 | -0.277 |
|
Institutional Self-Citation
|
-1.479 | -1.479 |
|
Discontinued Journals Output
|
-0.281 | -0.281 |
|
Hyperauthored Output
|
0.781 | 0.781 |
|
Leadership Impact Gap
|
4.229 | 4.229 |
|
Hyperprolific Authors
|
-1.413 | -1.413 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
-1.186 | -1.186 |
The University of the West Indies, Cave Hill Campus, demonstrates a robust overall profile of scientific integrity, reflected in its global score of -0.270. The institution's primary strengths lie in its culture of external validation and focus on substantive research, evidenced by exceptionally low-risk indicators in Institutional Self-Citation, Hyperprolific Authors, Redundant Output, and Output in Institutional Journals. This foundation of integrity supports its thematic leadership, where, according to SCImago Institutions Rankings data, it ranks first in Barbados in both Environmental Science and Social Sciences, positioning it as a key knowledge hub for the region. However, this strong profile is critically challenged by a significant dependency on external collaborators for research impact. This vulnerability directly threatens its mission "to advance learning, create knowledge and foster innovation for the positive transformation of the Caribbean," as true transformation requires endogenous leadership and sustainable internal capacity. To fully realize its vision, the University should leverage its excellent integrity framework to strategically cultivate and promote its own intellectual leadership, ensuring its regional influence is not only impactful but also self-generated and sustainable.
The institution's Z-score of -0.800, identical to the national average for Barbados, reflects a risk level that is entirely normal for its context and size. This low rate indicates that the observed instances of multiple affiliations are a legitimate result of standard academic practices. While disproportionately high rates can signal attempts to inflate institutional credit, the current value suggests that affiliations stem from healthy researcher mobility and partnerships rather than questionable strategies.
With a Z-score of -0.277, which aligns perfectly with the national average, the institution demonstrates a statistically normal and low rate of retracted publications. A high rate in this indicator can suggest that quality control mechanisms are failing systemically. However, this low score indicates that the institution's pre-publication oversight is functioning effectively, and any retractions are more likely the result of responsible supervision and the honest correction of errors rather than recurring malpractice.
The institution's Z-score of -1.479, identical to the national figure, signals complete alignment with an environment of maximum scientific security. This exceptionally low rate of self-citation is a strong indicator of robust external validation and global integration. It demonstrates that the institution actively avoids the risks of scientific isolation or 'echo chambers,' ensuring its academic influence is built on broad recognition from the international community rather than being inflated by endogamous internal dynamics.
The institution's Z-score of -0.281, matching the national average, indicates a low and statistically normal level of publication in journals that have been discontinued. This suggests that researchers are exercising appropriate due diligence in selecting dissemination channels. The institution is effectively avoiding the severe reputational risks associated with channeling work through media that fail to meet international ethical or quality standards, thereby preventing the waste of resources on 'predatory' or low-quality practices.
The institution's Z-score of 0.781, which mirrors the national average, points to a medium risk level that reflects a systemic pattern across the country. This shared tendency towards hyper-authored publications, particularly outside of 'Big Science' contexts where it is not standard, suggests a potential for author list inflation that can dilute individual accountability and transparency. This indicator highlights a shared national practice that warrants a review of authorship policies to distinguish between necessary massive collaboration and potentially 'honorary' or political authorship.
With a Z-score of 4.229, identical to the national average, the institution is immersed in a generalized and critical risk dynamic that affects the entire country. This significant positive gap reveals a critical sustainability risk: the institution's scientific prestige appears to be highly dependent and exogenous. This suggests that its high-impact metrics are derived from collaborations where it does not exercise intellectual leadership, raising fundamental questions about whether its perceived excellence results from genuine internal capacity or from strategic positioning in partnerships led by others.
The institution's Z-score of -1.413, in perfect alignment with the national average, demonstrates an environment of maximum scientific security regarding author productivity. This very low rate indicates a healthy balance between quantity and quality, successfully avoiding the risks associated with hyperprolificacy. The data suggests that authorship is assigned based on meaningful intellectual contribution, steering clear of dynamics like coercive authorship or the assignment of authorship without real participation, which prioritize metrics over the integrity of the scientific record.
The institution's Z-score of -0.268, identical to the national value, reflects total alignment with an environment of maximum scientific security. This very low rate of publication in its own journals is a positive sign that the institution avoids potential conflicts of interest and academic endogamy. By prioritizing external, independent peer review, it ensures its scientific production achieves global visibility and is validated through standard competitive processes rather than being pushed through internal 'fast tracks' that may bypass rigorous scrutiny.
With a Z-score of -1.186, which is identical to the national average, the institution demonstrates complete alignment with a high-integrity environment. This very low rate of redundant output indicates a strong institutional focus on producing significant new knowledge. The data suggests a culture that discourages the practice of 'salami slicing'—artificially inflating productivity by dividing a coherent study into minimal publishable units—thereby protecting the integrity of the scientific evidence base and respecting the academic review system.
