| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.327 | -0.514 |
|
Retracted Output
|
-0.212 | -0.126 |
|
Institutional Self-Citation
|
-0.324 | -0.566 |
|
Discontinued Journals Output
|
-0.516 | -0.415 |
|
Hyperauthored Output
|
-0.659 | 0.594 |
|
Leadership Impact Gap
|
-0.324 | 0.284 |
|
Hyperprolific Authors
|
-1.413 | -0.275 |
|
Institutional Journal Output
|
-0.268 | -0.220 |
|
Redundant Output
|
0.262 | 0.027 |
Wichita State University presents a robust scientific integrity profile, characterized by a low overall risk score (-0.520) and exceptional performance in multiple key indicators. The institution demonstrates significant strengths in maintaining very low rates of multiple affiliations, hyperprolific authorship, and publication in discontinued or institutional journals, often outperforming national averages. This foundation of integrity strongly supports the university's mission to be an "essential educational, cultural and economic driver," ensuring that its contributions to the public good are built on credible and high-quality research. The university's academic strengths, as evidenced by its national rankings in areas such as Energy, Mathematics, and Computer Science, are well-aligned with this commitment. The only area requiring strategic attention is a moderate, albeit higher-than-average, rate of redundant output, which could challenge the mission's emphasis on driving meaningful progress. By continuing to foster its evident culture of integrity while addressing this specific vulnerability, Wichita State University is well-positioned to enhance its role as a leader for Kansas and beyond.
The institution's Z-score of -1.327 is significantly lower than the national average of -0.514, indicating a very conservative and transparent approach to authorship. This low-profile consistency, where the absence of risk signals is even more pronounced than the national standard, suggests that practices like "affiliation shopping" to strategically inflate institutional credit are not a concern. The data reflects a stable and clear affiliation policy that reinforces research integrity.
The institution demonstrates a prudent profile regarding retracted publications. With a Z-score of -0.212, which is more favorable than the national average of -0.126, the data suggests that the institution manages its quality control processes with more rigor than the national standard. This low rate indicates that systemic failures in pre-publication review are unlikely and that the integrity culture is effectively preventing recurring malpractice or a lack of methodological rigor.
The analysis of institutional self-citation reveals an incipient vulnerability that warrants review. While the institution's Z-score of -0.324 remains within a low-risk range, it is notably higher than the national average of -0.566. A certain level of self-citation is natural, reflecting the continuity of research lines. However, this relative increase suggests the institution should monitor for potential 'echo chambers' where work is validated without sufficient external scrutiny, which could lead to an endogamous inflation of impact rather than recognition from the global community.
In the selection of publication venues, the institution demonstrates total operational silence regarding risk. Its Z-score of -0.516 is even lower than the already minimal national average of -0.415, indicating an almost complete absence of output in discontinued journals. This exceptional result suggests that researchers exercise excellent due diligence in selecting dissemination channels, effectively avoiding predatory or low-quality media and protecting the institution from reputational harm.
The institution shows significant resilience against the national trend of hyper-authorship. With a Z-score of -0.659 (low risk) compared to the national average of 0.594 (medium risk), it is clear that internal control mechanisms are mitigating a systemic risk prevalent in the country. This suggests that the university effectively distinguishes between necessary large-scale collaboration and questionable practices like 'honorary' authorship, thereby maintaining individual accountability and transparency in its publications.
The institution demonstrates strong institutional resilience in its research leadership. Its Z-score of -0.324 indicates a low gap between its overall impact and the impact of research where it holds a leadership role, contrasting sharply with the medium-risk national average of 0.284. This favorable result suggests that the university's scientific prestige is not dependent on external partners but is driven by genuine internal capacity. This reflects a sustainable model where excellence metrics are a direct result of the institution's own intellectual leadership.
The institution maintains a profile of low-profile consistency regarding hyperprolific authors. Its Z-score of -1.413 is exceptionally low, far below the national average of -0.275, indicating a near-total absence of authors with extreme publication volumes. This aligns with a national standard of responsible productivity and suggests a healthy balance between quantity and quality, effectively avoiding risks such as coercive authorship or the assignment of authorship without meaningful intellectual contribution.
There is a clear integrity synchrony between the institution and its national context regarding publication in institutional journals. The Z-scores for the institution (-0.268) and the country (-0.220) are nearly identical and fall within the very low-risk category. This total alignment with an environment of maximum scientific security indicates that the university does not rely on in-house journals, thus avoiding potential conflicts of interest and ensuring its research undergoes independent external peer review for global validation.
The rate of redundant output represents an area of high exposure for the institution. With a Z-score of 0.262, the university shows a greater propensity for this risk than the national average of 0.027, even though both fall within a medium-risk band. This elevated value alerts to the potential practice of 'salami slicing,' where studies may be fragmented into minimal publishable units to artificially inflate productivity. This dynamic warrants attention as it can distort the scientific record and prioritizes volume over the generation of significant new knowledge.