| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.897 | -0.514 |
|
Retracted Output
|
-0.137 | -0.126 |
|
Institutional Self-Citation
|
-0.870 | -0.566 |
|
Discontinued Journals Output
|
-0.431 | -0.415 |
|
Hyperauthored Output
|
-0.602 | 0.594 |
|
Leadership Impact Gap
|
1.497 | 0.284 |
|
Hyperprolific Authors
|
-1.413 | -0.275 |
|
Institutional Journal Output
|
-0.268 | -0.220 |
|
Redundant Output
|
1.124 | 0.027 |
Southeastern Louisiana University presents a robust scientific integrity profile, characterized by a commendable overall score of -0.328. The institution demonstrates exceptional strengths in areas that promote external validation and responsible authorship, with very low risk signals in Multiple Affiliations, Institutional Self-Citation, Hyperprolific Authors, and publications in both discontinued and institutional journals. These results indicate a strong foundation of ethical research conduct. However, this solid base is contrasted by two medium-risk vulnerabilities: a significant gap between its overall research impact and the impact of work where it holds intellectual leadership, and a notable rate of redundant publications. Thematically, the university shows strong positioning in Agricultural and Biological Sciences, Psychology, and Social Sciences, according to SCImago Institutions Rankings data. To fully realize its mission "to lead the educational, economic and cultural development of southeast Louisiana," it is crucial to address these vulnerabilities. An over-reliance on external partners for impact and practices that favor publication volume over substance could undermine its claim to leadership and social responsibility. By strategically fostering internal research leadership and reinforcing guidelines for impactful, non-fragmented publications, the university can ensure its scientific output genuinely drives the regional development it is committed to.
The institution exhibits a Z-score of -0.897, which is markedly lower than the national average of -0.514. This excellent result demonstrates a low-profile consistency, where the complete absence of risk signals surpasses the already low national standard. While multiple affiliations can be a legitimate outcome of researcher mobility and partnerships, the university's very low rate confirms that its collaborative practices are transparent and not leveraged for strategic inflation of institutional credit. This indicates a healthy and clear approach to representing institutional contributions in collaborative research.
With a Z-score of -0.137, the institution's rate of retracted publications is in close alignment with the national average of -0.126. This reflects a state of statistical normality, suggesting the risk level is as expected for its context. Retractions are complex events, and this low and stable rate indicates that when they occur, they are likely the result of responsible supervision and the honest correction of unintentional errors. There is no evidence of systemic failures in pre-publication quality control mechanisms, pointing to a reliable and standard integrity culture.
The institution's Z-score for self-citation is -0.870, a figure that is significantly below the national average of -0.566. This demonstrates a commendable low-profile consistency, with risk signals being virtually absent and well below the national benchmark. A certain level of self-citation is natural, but this exceptionally low rate indicates the institution actively avoids scientific isolation or 'echo chambers.' It provides strong evidence that the university's academic influence is built on broad recognition from the global community rather than being inflated by endogamous internal dynamics.
The university's Z-score of -0.431 is statistically identical to the national average of -0.415, showing an integrity synchrony with an environment of maximum scientific security. This alignment at a very low risk level is a strong positive indicator. It demonstrates that the institution exercises excellent due diligence in selecting dissemination channels for its research. This practice effectively shields the university from the severe reputational risks associated with 'predatory' or low-quality journals and confirms a high degree of information literacy among its researchers.
The institution registers a low-risk Z-score of -0.602, which contrasts favorably with the medium-risk national average of 0.594. This gap suggests a notable degree of institutional resilience, where internal control mechanisms appear to successfully mitigate the systemic risks observed across the country. While extensive author lists are legitimate in 'Big Science,' this low rate indicates the university effectively distinguishes between necessary massive collaboration and practices like author list inflation or 'honorary' authorship, thereby upholding individual accountability and transparency.
The institution presents a Z-score of 1.497, a figure that indicates high exposure to risk as it is significantly higher than the national average of 0.284. This wide positive gap signals a potential sustainability risk, suggesting that the university's scientific prestige is heavily dependent on external partners and may not be structural. This metric invites critical reflection on whether the institution's high-impact publications result from its own internal capacity and intellectual leadership or from a strategic positioning in collaborations where it plays a secondary role. Addressing this is key to building a self-sustaining research ecosystem.
With a Z-score of -1.413, the institution shows a near-total absence of hyperprolific authors, placing it far below the already low national average of -0.275. This result signifies a low-profile consistency, where the lack of risk signals is even more pronounced than the national standard. While high productivity can be legitimate, extreme publication volumes often challenge the capacity for meaningful intellectual contribution. This very low indicator is a testament to the university's focus on quality over quantity, suggesting an environment free from coercive authorship or other dynamics that prioritize metrics over the integrity of the scientific record.
The institution's Z-score of -0.268 is nearly identical to the national average of -0.220, demonstrating an integrity synchrony and a shared commitment to external validation. This alignment at a very low risk level is highly positive. It shows that the university avoids potential conflicts of interest by not relying on in-house journals, which can create academic endogamy and bypass independent peer review. This practice ensures that its scientific production is validated through standard competitive channels, maximizing its global visibility and credibility.
The university's Z-score of 1.124 indicates a high exposure to this risk, as it is substantially greater than the national average of 0.027, even though both fall within the medium-risk category. This elevated value alerts to a potential practice of dividing coherent studies into minimal publishable units to artificially inflate productivity metrics. Such data fragmentation, or 'salami slicing,' can distort the scientific evidence base and overburden the peer review system. This signal suggests an urgent need to review institutional guidelines to ensure that publication strategies prioritize the communication of significant new knowledge over sheer volume.