| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.047 | -0.514 |
|
Retracted Output
|
-0.522 | -0.126 |
|
Institutional Self-Citation
|
3.581 | -0.566 |
|
Discontinued Journals Output
|
-0.320 | -0.415 |
|
Hyperauthored Output
|
-0.719 | 0.594 |
|
Leadership Impact Gap
|
-1.564 | 0.284 |
|
Hyperprolific Authors
|
-1.413 | -0.275 |
|
Institutional Journal Output
|
-0.268 | -0.220 |
|
Redundant Output
|
-0.088 | 0.027 |
The University of Louisiana at Monroe presents a robust scientific integrity profile, with an overall risk score of -0.333 indicating performance that is generally stronger than the global average. The institution demonstrates exceptional strengths in maintaining intellectual leadership and research quality, effectively insulating itself from several risk trends prevalent at the national level. Key areas of resilience include a very low gap between its overall impact and the impact of its internally-led research, alongside strong controls over hyper-authorship and redundant publication practices. These strengths are foundational to its academic reputation, particularly in its recognized thematic areas such as Biochemistry, Genetics and Molecular Biology, and Business, Management and Accounting, as reflected in the SCImago Institutions Rankings. However, this solid foundation is critically undermined by a significant rate of institutional self-citation, which stands as a severe outlier against the national benchmark. This practice poses a direct threat to the university's pursuit of excellence and credibility, as it suggests that its perceived impact may be inflated by internal dynamics rather than validated by the broader scientific community. To secure its long-term strategic vision, it is recommended that the university leverage its considerable strengths in research governance to urgently investigate and rectify the underlying causes of its endogamous citation patterns, thereby ensuring its contributions are both impactful and externally recognized.
The institution's Z-score of -0.047 for this indicator, while within the low-risk category, signals an incipient vulnerability when compared to the national average of -0.514. This slight divergence suggests that the university shows minor signals of risk activity that are less common across the country. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this subtle elevation warrants a review of affiliation policies. It is important to ensure that all declared affiliations are substantive and not strategic attempts to inflate institutional credit or engage in “affiliation shopping,” thereby safeguarding the transparency of the university's collaborative footprint.
With a Z-score of -0.522, the institution demonstrates an exceptionally low rate of retracted publications, performing significantly better than the national average of -0.126. This reflects a low-profile consistency, where the absence of risk signals aligns with, and even surpasses, the national standard for research integrity. This strong performance suggests that the university's quality control mechanisms prior to publication are robust and effective. Such a low rate is a positive indicator of a healthy integrity culture, signifying responsible supervision and a commitment to methodological rigor that prevents the systemic failures that can lead to retractions.
The institution exhibits a critical alert in this area, with a Z-score of 3.581, which constitutes a severe discrepancy from the national average of -0.566. This atypical level of risk activity requires a deep integrity assessment. A certain level of self-citation is natural, reflecting the continuity of research lines; however, this disproportionately high rate signals a concerning scientific isolation or an 'echo chamber' where the institution validates its own work without sufficient external scrutiny. This value urgently warns of endogamous impact inflation, suggesting that the institution's academic influence may be oversized by internal dynamics rather than by recognition from the global scientific community.
The university's Z-score of -0.320 indicates a slight divergence from the national context, where the average is -0.415. Although the institution's risk level is low, it shows signals of activity in an area where the rest of the country is almost entirely inert. This suggests a potential gap in due diligence when selecting dissemination channels. A presence in discontinued journals, even if sporadic, can expose the institution to reputational risks and indicates a need to reinforce information literacy among researchers to avoid channeling scientific production through media that may not meet international ethical or quality standards, thus preventing the waste of resources on low-quality practices.
The institution demonstrates notable institutional resilience, with a Z-score of -0.719, which is significantly lower than the national average of 0.594. This indicates that the university's control mechanisms appear to be successfully mitigating a systemic risk observed across the country. While extensive author lists are legitimate in 'Big Science' contexts, the university’s low rate suggests it effectively avoids the trend of author list inflation seen elsewhere. This performance is a positive signal of strong governance that upholds individual accountability and transparency, distinguishing necessary collaboration from questionable 'honorary' authorship practices.
With a Z-score of -1.564, the institution shows a pattern of preventive isolation from the national trend, which has an average Z-score of 0.284. The university does not replicate the risk dynamics observed in its environment, where institutions often rely on external partners for impact. A very low, negative gap indicates that the impact of research led by the institution itself is high, signaling strong internal capacity and sustainable prestige. This excellent result suggests that the university's scientific excellence is structural and endogenous, rather than dependent on collaborations where it does not exercise intellectual leadership.
The university maintains a profile of low-profile consistency, with a Z-score of -1.413, well below the national average of -0.275. The complete absence of risk signals in this area aligns perfectly with the national standard of low risk. This indicates a healthy balance between productivity and quality, suggesting that the institution is free from the dynamics that can lead to hyperprolificacy. The data provides confidence that authorship is not assigned without real participation and that practices like 'salami slicing' are not being used to prioritize metrics over the integrity of the scientific record.
The institution's Z-score of -0.268 is in close alignment with the national average of -0.220, reflecting integrity synchrony with its environment. Both the university and the country operate with maximum scientific security in this regard, showing a very low dependence on in-house journals. This practice avoids potential conflicts of interest and the risk of academic endogamy, where production might bypass independent external peer review. By favoring external channels, the university ensures its research undergoes standard competitive validation and enhances its global visibility.
With a Z-score of -0.088, the institution displays strong institutional resilience compared to the national average of 0.027. This suggests that the university's control mechanisms are effectively mitigating a risk that is more prevalent at the national level. The low rate of redundant output indicates that the practice of dividing a single study into minimal publishable units to artificially inflate productivity, known as 'salami slicing,' is not a common issue. This commitment to publishing significant new knowledge rather than fragmented data strengthens the scientific record and shows respect for the academic review system.