| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.913 | -0.514 |
|
Retracted Output
|
4.165 | -0.126 |
|
Institutional Self-Citation
|
-0.832 | -0.566 |
|
Discontinued Journals Output
|
-0.494 | -0.415 |
|
Hyperauthored Output
|
-0.761 | 0.594 |
|
Leadership Impact Gap
|
0.280 | 0.284 |
|
Hyperprolific Authors
|
-1.413 | -0.275 |
|
Institutional Journal Output
|
-0.268 | -0.220 |
|
Redundant Output
|
-0.190 | 0.027 |
Washington State University, Vancouver Campus, demonstrates a robust and commendable profile in scientific integrity, characterized by exceptional control over most potential risk factors. The institution's performance is particularly strong in areas such as institutional self-citation, publication in institutional journals, and the management of hyperprolific authorship, where it operates at a very low risk level, often surpassing the national standard. However, this strong foundation is critically challenged by a significant alert regarding the rate of retracted output, which represents a severe discrepancy from the national norm and requires immediate attention. The institution's thematic strengths, as identified by SCImago Institutions Rankings data, are most prominent in Psychology, Environmental Science, and Arts and Humanities. The identified vulnerability in publication integrity directly conflicts with the university's mission to "advance knowledge" with "responsibility and service to society," as systemic quality control issues can undermine the credibility of its research. It is recommended that the institution leverage its clear strengths in governance and integrity to conduct a thorough review of its pre-publication validation processes, ensuring its operational practices fully align with its stated mission of excellence and social trust.
The institution exhibits a Z-score of -0.913 for multiple affiliations, which is well below the national average of -0.514. This demonstrates a low-profile consistency, where the complete absence of risk signals aligns with and even improves upon the national standard. This very low rate indicates a clear and transparent approach to academic collaboration, free from strategic attempts to inflate institutional credit or engage in “affiliation shopping,” reflecting sound governance in partnership management.
The institution's Z-score for retracted output is 4.165, a figure that marks a severe discrepancy when compared to the national average of -0.126. This atypical level of risk activity requires a deep integrity assessment. While some retractions result from honest error correction, a rate significantly higher than the global average alerts to a vulnerability in the institution's integrity culture. This suggests that quality control mechanisms prior to publication may be failing systemically, indicating possible recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management to safeguard the institution's scientific credibility.
With a Z-score of -0.832, the institution shows an exceptionally low rate of self-citation compared to the national average of -0.566. This result indicates a high degree of low-profile consistency, where the absence of risk signals surpasses the already low national benchmark. A certain level of self-citation is natural, but disproportionately high rates can signal scientific isolation. The university's minimal rate demonstrates that its academic influence is validated by the broader global community rather than being inflated by internal 'echo chambers,' reflecting strong external engagement and impact.
The institution's Z-score of -0.494 is lower than the national average of -0.415, indicating a state of total operational silence in this area. This absence of risk signals, even below the national average, shows exceptional due diligence in selecting dissemination channels. It confirms that the institution's scientific production is not being channeled through media that fail to meet international ethical or quality standards, effectively protecting it from the reputational risks associated with 'predatory' or low-quality publishing practices.
The institution presents a Z-score of -0.761, contrasting sharply with the national average of 0.594. This demonstrates significant institutional resilience, as internal control mechanisms appear to effectively mitigate the country's systemic risks related to authorship inflation. While extensive author lists are legitimate in 'Big Science,' a low score outside these contexts, as seen here, suggests that the university successfully promotes transparency and individual accountability, avoiding practices like 'honorary' or political authorship.
With a Z-score of 0.280, the institution's gap between its total research impact and the impact of its leadership-driven output is nearly identical to the national average of 0.284. This alignment suggests the institution is operating within a systemic pattern common across the country. A moderate positive gap often signals that scientific prestige may be dependent on external partners rather than being fully structural. This invites strategic reflection on whether the institution's excellence metrics result from its own internal capacity or from its positioning in collaborations where it does not exercise primary intellectual leadership, which could pose a long-term sustainability risk.
The institution's Z-score of -1.413 is significantly lower than the national average of -0.275, demonstrating a consistent and low-risk profile. This absence of signals related to extreme individual publication volumes aligns with a healthy academic environment. It suggests the institution fosters a culture that prioritizes quality and meaningful intellectual contribution over sheer quantity, effectively avoiding risks such as coercive authorship or the assignment of authorship without real participation.
The institution's Z-score of -0.268 is in close alignment with the national average of -0.220, indicating integrity synchrony with an environment of maximum scientific security. This demonstrates that the institution avoids excessive dependence on in-house journals, thus preventing potential conflicts of interest where it might act as both judge and party. By relying on external peer review, the university ensures its scientific production undergoes standard competitive validation, enhancing its global visibility and credibility.
With a Z-score of -0.190, the institution effectively counters the national trend, which stands at a Z-score of 0.027. This performance highlights strong institutional resilience, as its control mechanisms appear to mitigate a risk that is more prevalent at the national level. A low rate of redundant output indicates that the institution discourages the practice of dividing a coherent study into minimal publishable units to artificially inflate productivity, thereby promoting the generation of significant new knowledge and respecting the scientific record.