| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.648 | -0.514 |
|
Retracted Output
|
-0.531 | -0.126 |
|
Institutional Self-Citation
|
-1.995 | -0.566 |
|
Discontinued Journals Output
|
-0.263 | -0.415 |
|
Hyperauthored Output
|
-0.811 | 0.594 |
|
Leadership Impact Gap
|
1.057 | 0.284 |
|
Hyperprolific Authors
|
-0.829 | -0.275 |
|
Institutional Journal Output
|
-0.268 | -0.220 |
|
Redundant Output
|
0.878 | 0.027 |
Kansas City University demonstrates a robust scientific integrity profile, with an overall risk score of -0.430 that indicates a performance well within the parameters of international best practices. The institution exhibits significant strengths in areas critical to research quality, showing exceptionally low risk signals for retracted output, institutional self-citation, and publication in its own journals. This solid foundation is further reinforced by a prudent management of multiple affiliations and hyperprolific authorship, where the University operates with more rigor than the national standard. According to SCImago Institutions Rankings data, the institution's research is focused in the field of Medicine. However, two areas warrant strategic attention: a medium-risk gap between the impact of its total output and that led by its own researchers, and a similar risk level for redundant publications. These factors could subtly undermine the University's mission of achieving "excellence in research" and "improving the well-being of the communities we serve," as they suggest a potential dependency on external leadership for impact and a focus on publication volume over substantive contribution. By addressing these specific vulnerabilities, the University can fully align its operational practices with its stated mission, ensuring its research leadership is both impactful and structurally sound.
The institution presents a Z-score of -0.648, which is below the national average of -0.514. This prudent profile suggests that the University manages its collaborative processes with greater rigor than the national standard. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the institution's controlled rate indicates a healthy and transparent approach to academic collaboration, effectively avoiding any signals of strategic attempts to inflate institutional credit or engage in “affiliation shopping.”
With a Z-score of -0.531, the institution shows a near-total absence of risk signals in an area where the country shows a low but present level of activity (Z-score: -0.126). This low-profile consistency demonstrates the effectiveness of the University's quality control and supervision mechanisms. Retractions can sometimes signify responsible error correction, but the institution's exceptionally low rate suggests that its pre-publication review processes are robust, preventing systemic failures and safeguarding its reputation and the integrity of its scientific record.
The institution's Z-score of -1.995 is significantly lower than the national average of -0.566, indicating a complete absence of risk signals in this area. This result aligns with a national environment of low self-citation but demonstrates an even stronger commitment to external validation. A certain level of self-citation is natural, but the University's extremely low rate confirms that its research is not confined to an 'echo chamber.' This demonstrates that the institution's academic influence is built on broad recognition from the global scientific community rather than being inflated by internal dynamics.
The institution shows a Z-score of -0.263, a low-risk value that nonetheless represents a slight divergence from the national context, which has a very low-risk score of -0.415. This indicates that the University shows minor signals of risk in an area where the rest of the country is largely inert. A high proportion of publications in discontinued journals can be a critical alert regarding due diligence. While the current level is not alarming, this subtle deviation suggests a need for enhanced vigilance and information literacy among researchers to ensure all scientific output is channeled through reputable media that meet international ethical and quality standards.
With a Z-score of -0.811, the institution operates at a low-risk level, in contrast to the medium-risk national average of 0.594. This demonstrates institutional resilience, as internal control mechanisms appear to successfully mitigate a systemic risk present in the country. While extensive author lists are legitimate in 'Big Science,' a high rate outside these contexts can indicate author list inflation. The University's low score suggests that it effectively promotes transparency and individual accountability in authorship, distinguishing clearly between necessary collaboration and questionable honorary practices.
The institution's Z-score of 1.057 is in the medium-risk range and notably higher than the national average of 0.284. This indicates a high exposure to this particular risk, suggesting the center is more prone to this alert than its environment. A wide positive gap signals a potential sustainability risk, where the institution's overall scientific prestige may be dependent on external partners rather than its own structural capacity. This finding invites strategic reflection on whether the University's high-impact metrics result from its own intellectual leadership or from a supporting role in collaborations, a crucial distinction for long-term research autonomy and excellence.
The institution has a Z-score of -0.829, a low-risk value that is considerably better than the national average of -0.275. This prudent profile indicates that the University's policies or academic culture effectively discourages extreme publication volumes that can challenge the limits of meaningful intellectual contribution. By maintaining a low rate of hyperprolific authors, the institution mitigates risks such as coercive authorship or the prioritization of metrics over scientific integrity, fostering a healthier balance between quantity and quality in its research output.
With a Z-score of -0.268, the institution is in perfect alignment with the national environment (Z-score: -0.220), which is characterized by maximum scientific security in this domain. This integrity synchrony demonstrates a shared commitment to avoiding potential conflicts of interest. While in-house journals can be valuable, excessive dependence on them can create academic endogamy. The University's negligible rate confirms that its scientific production consistently undergoes independent external peer review, ensuring its research is validated through standard competitive channels and achieves global visibility.
The institution's Z-score of 0.878 places it in the medium-risk category, showing a higher exposure to this practice than the national average of 0.027. This suggests the University is more prone to showing alert signals for data fragmentation than its peers. Massive bibliographic overlap between publications can indicate 'salami slicing,' where a study is divided into minimal units to artificially inflate productivity. This practice distorts the scientific evidence and overburdens the review system. The elevated score warrants a review of publication practices to ensure that the focus remains on generating significant new knowledge rather than maximizing publication volume.