| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.926 | -0.514 |
|
Retracted Output
|
0.821 | -0.126 |
|
Institutional Self-Citation
|
-1.272 | -0.566 |
|
Discontinued Journals Output
|
-0.400 | -0.415 |
|
Hyperauthored Output
|
-0.073 | 0.594 |
|
Leadership Impact Gap
|
1.886 | 0.284 |
|
Hyperprolific Authors
|
-0.729 | -0.275 |
|
Institutional Journal Output
|
-0.268 | -0.220 |
|
Redundant Output
|
-0.205 | 0.027 |
Saint Louis University, Saint Louis presents a robust and well-managed scientific integrity profile, with an overall risk score of -0.009 that indicates a performance in line with expected standards. The institution demonstrates significant strengths in maintaining very low-risk levels for multiple affiliations, institutional self-citation, and publication in discontinued or institutional journals. Furthermore, it shows commendable resilience by effectively mitigating nationally prevalent risks such as hyper-authorship and redundant publications. However, two areas require strategic attention: a medium-risk signal in the Rate of Retracted Output and a notable Gap between the impact of its total output and that of its internally-led research. These vulnerabilities contrast with the institution's strong thematic positioning, as evidenced by SCImago Institutions Rankings data, particularly in fields like Earth and Planetary Sciences, Physics and Astronomy, Dentistry, and Pharmacology, Toxicology and Pharmaceutics. Aligning these operational risks with the institutional mission to pursue "truth" and "excellence" is paramount; a higher-than-average retraction rate can undermine the credibility of its research, while a dependency on external partners for impact may challenge its capacity for genuine intellectual leadership and societal transformation. A focused review of pre-publication quality controls and strategies to bolster internal research leadership would ensure that the University's operational practices fully embody its foundational values of integrity and service.
The institution exhibits a Z-score of -0.926, which is significantly lower than the national average of -0.514. This result demonstrates a commendable absence of risk signals, positioning the University as even more conservative than the already low-risk national standard. While multiple affiliations can be a legitimate outcome of researcher mobility or partnerships, the institution’s very low rate suggests a clear and transparent affiliation policy. This operational silence indicates that there are no signs of strategic attempts to inflate institutional credit or engage in “affiliation shopping,” reinforcing a culture of straightforward academic attribution.
With a Z-score of 0.821, the institution presents a medium-risk signal that moderately deviates from the national average of -0.126. This greater sensitivity to retraction events compared to its national peers warrants attention. Retractions are complex, but a rate significantly higher than the norm suggests that quality control mechanisms prior to publication may be facing systemic challenges. This indicator serves as a critical alert to a potential vulnerability in the institution's integrity culture, indicating that recurring malpractice or a lack of methodological rigor could be present. A qualitative verification by management is recommended to understand the root causes and reinforce pre-publication oversight.
The institution’s Z-score of -1.272 is exceptionally low, falling well below the national average of -0.566. This demonstrates a strong alignment with best practices, indicating that the University’s research is validated by the broader scientific community rather than through internal 'echo chambers.' A certain level of self-citation is natural, reflecting the continuity of research lines. However, this institution's extremely low rate signals a robust engagement with external scholarship and a minimal risk of endogamous impact inflation, confirming that its academic influence is driven by global recognition, not internal dynamics.
The institution's Z-score of -0.400 is in almost perfect alignment with the national average of -0.415. This integrity synchrony reflects a shared environment of maximum scientific security, where both the institution and its national peers demonstrate strong due diligence in selecting publication venues. A high proportion of output in such journals would constitute a critical alert, but the observed low rate confirms that the University’s researchers are successfully avoiding channels that fail to meet international ethical or quality standards, thereby protecting its reputational integrity and research investment.
The institution displays a low-risk Z-score of -0.073, contrasting favorably with the medium-risk national average of 0.594. This suggests a high degree of institutional resilience, where internal control mechanisms appear to successfully mitigate the systemic risks of authorship inflation observed elsewhere in the country. While extensive author lists are legitimate in 'Big Science' contexts, the University’s controlled rate indicates that it effectively distinguishes between necessary massive collaboration and questionable 'honorary' authorship practices, thereby preserving individual accountability and transparency in its research output.
With a Z-score of 1.886, the institution shows a high exposure to this risk indicator, significantly exceeding the national average of 0.284. This value suggests that while the University's overall impact is notable, the prestige may be heavily dependent on collaborations where it does not exercise primary intellectual leadership. A wide positive gap signals a potential sustainability risk, where scientific reputation is more exogenous than structural. This finding invites a strategic reflection on whether the institution's excellence metrics stem from genuine internal capacity or from advantageous positioning in partnerships, highlighting a need to strengthen and promote research led by its own scholars.
The institution maintains a Z-score of -0.729, indicating a more prudent profile than the national standard (-0.275). This demonstrates that the University manages its research processes with greater rigor, effectively controlling for extreme individual publication volumes. While high productivity can reflect leadership, this institution’s lower rate suggests a healthy balance between quantity and quality. It successfully mitigates the risks associated with hyper-prolificacy, such as coercive authorship or the assignment of credit without meaningful intellectual contribution, thereby prioritizing the integrity of the scientific record over sheer metrics.
The institution’s Z-score of -0.268 is closely aligned with the national average of -0.220, demonstrating total synchrony with an environment of maximum scientific security. This alignment indicates that the University avoids excessive dependence on its own publication channels, thus steering clear of potential conflicts of interest where an institution acts as both judge and party. The very low rate confirms there is no risk of academic endogamy or use of internal journals as 'fast tracks' to inflate publication counts, ensuring that its scientific production undergoes independent external peer review and achieves global visibility.
With a low-risk Z-score of -0.205, the institution shows effective control over a practice that is more common at the national level (Z-score of 0.027). This suggests strong institutional resilience, where internal standards appear to discourage the artificial inflation of productivity through data fragmentation or 'salami slicing.' By maintaining a low rate of bibliographic overlap between simultaneous publications, the University demonstrates a commitment to publishing significant, coherent studies rather than minimal publishable units. This approach upholds the integrity of the scientific evidence base and respects the resources of the peer-review system.