| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
2.794 | -0.073 |
|
Retracted Output
|
-0.315 | -0.152 |
|
Institutional Self-Citation
|
-0.468 | -0.387 |
|
Discontinued Journals Output
|
-0.428 | -0.445 |
|
Hyperauthored Output
|
-0.639 | 0.135 |
|
Leadership Impact Gap
|
0.172 | 0.306 |
|
Hyperprolific Authors
|
-1.413 | -0.151 |
|
Institutional Journal Output
|
-0.268 | -0.227 |
|
Redundant Output
|
-1.186 | -0.003 |
Vancouver Island University demonstrates a robust and well-balanced scientific integrity profile, reflected in an overall score of -0.175. The institution exhibits exceptional strengths in maintaining low-risk practices, particularly in avoiding output in discontinued journals, preventing hyperprolific authorship, and minimizing redundant publications. These areas of excellence are complemented by prudent management of retractions and self-citation. However, a significant alert is raised by the high Rate of Multiple Affiliations, which stands as a critical anomaly against the national backdrop and requires immediate strategic attention. According to SCImago Institutions Rankings data, the university's key thematic contributions are concentrated in areas such as Social Sciences, Psychology, Environmental Science, Earth and Planetary Sciences, and Agricultural and Biological Sciences. While the institution's strong integrity framework largely supports a mission of academic excellence and social responsibility, the atypical risk in affiliation practices could undermine transparency and institutional credit. A focused review of affiliation policies is recommended to align this outlier with the university's otherwise outstanding commitment to research integrity.
The institution presents a Z-score of 2.794, a value that constitutes a severe discrepancy when compared to the national average of -0.073. This result indicates that the university's activity in this area is highly atypical for its national context and warrants a deep integrity assessment. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, a disproportionately high rate can signal strategic attempts to inflate institutional credit or “affiliation shopping.” The magnitude of this indicator suggests an urgent need to review authorship and affiliation policies to ensure they align with best practices and accurately reflect the institution's collaborative contributions.
With a Z-score of -0.315, the institution demonstrates a prudent profile, positioning itself more favorably than the national average of -0.152. This suggests that the university's quality control mechanisms are functioning with greater rigor than the national standard. Retractions are complex events, and a low rate like this one is a positive sign of responsible supervision and effective pre-publication review, indicating the absence of systemic vulnerabilities in the institutional integrity culture.
The institution's Z-score of -0.468 is lower than the Canadian average of -0.387, reflecting a prudent approach to citation practices. This indicates that the university manages its processes with more rigor than its national peers, successfully avoiding the risks of scientific isolation. A certain level of self-citation is natural, but this low value demonstrates that the institution's work is validated by sufficient external scrutiny, mitigating any risk of creating 'echo chambers' and confirming that its academic influence is recognized by the global community rather than being inflated by internal dynamics.
The institution's Z-score of -0.428 shows a complete alignment with the national average of -0.445, reflecting integrity synchrony within an environment of maximum scientific security. This near-total absence of publications in discontinued journals is a strong indicator of robust due diligence in selecting dissemination channels. It confirms that the institution's scientific production is channeled through media that meet international ethical and quality standards, effectively protecting it from the severe reputational risks associated with 'predatory' or low-quality practices.
With a Z-score of -0.639, the institution displays significant institutional resilience, as it maintains a low-risk profile in contrast to the medium-risk national average of 0.135. This suggests that internal control mechanisms are effectively mitigating a systemic risk present in the country. By keeping hyper-authorship low, the university successfully distinguishes between necessary massive collaboration and potentially problematic practices like 'honorary' authorship, thereby preserving individual accountability and transparency in its research output.
The institution's Z-score of 0.172, while in the medium-risk range, indicates differentiated management as it is notably lower than the national average of 0.306. This suggests the center moderates a risk that is more common across the country. A wide gap can signal that scientific prestige is overly dependent on external partners. The institution's more contained value points to a healthier balance, suggesting its excellence metrics result from a more sustainable combination of internal capacity and strategic collaborations where it exercises intellectual leadership.
The institution's Z-score of -1.413 is exceptionally low, demonstrating low-profile consistency and an absence of risk signals that is even more pronounced than the low-risk national standard (-0.151). This complete lack of hyperprolific authors is a strong positive indicator. It suggests a research culture that effectively balances quantity and quality, steering clear of dynamics that prioritize metrics over the integrity of the scientific record and avoiding risks such as coercive authorship or assigning credit without real participation.
With a Z-score of -0.268, the institution demonstrates integrity synchrony, as its performance is in total alignment with the national average of -0.227 in a context of maximum security. This minimal reliance on in-house journals is a sign of best practice, as it avoids potential conflicts of interest where the institution might act as both judge and party. This practice ensures that its scientific production undergoes independent external peer review, thereby maximizing its global visibility and validating its quality through standard competitive channels.
The institution's Z-score of -1.186 signifies a very low risk and demonstrates low-profile consistency, positioning it well ahead of the national average of -0.003. This absence of risk signals indicates a strong institutional commitment to publishing complete and significant findings. By avoiding the fragmentation of data into 'minimal publishable units'—a practice known as 'salami slicing'—the university upholds the integrity of the scientific evidence base and prioritizes the generation of significant new knowledge over the artificial inflation of productivity metrics.
