| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.486 | 0.648 |
|
Retracted Output
|
0.108 | -0.189 |
|
Institutional Self-Citation
|
-0.261 | -0.200 |
|
Discontinued Journals Output
|
-0.174 | -0.450 |
|
Hyperauthored Output
|
0.205 | 0.859 |
|
Leadership Impact Gap
|
1.263 | 0.512 |
|
Hyperprolific Authors
|
-1.191 | -0.654 |
|
Institutional Journal Output
|
-0.268 | -0.246 |
|
Redundant Output
|
0.004 | 0.387 |
The Université de Reims Champagne-Ardenne presents a balanced scientific integrity profile, with an overall risk score of -0.136 indicating general alignment with expected standards. The institution demonstrates significant strengths in managing individual author conduct and publication channels, reflected by very low to low risk in indicators such as the Rate of Hyperprolific Authors, Output in Institutional Journals, and Institutional Self-Citation. However, areas of medium risk warrant strategic attention, particularly concerning the Rate of Retracted Output, the Gap in impact between led and collaborative research, and the Rate of Hyper-Authored Output. These suggest potential vulnerabilities in pre-publication quality control, a dependency on external partners for impact, and authorship practices. According to SCImago Institutions Rankings data, the university's strongest thematic areas nationally include Pharmacology, Toxicology and Pharmaceutics (25th), Medicine (45th), Psychology (51st), and Agricultural and Biological Sciences (52nd). As the institution's specific mission statement was not available for this analysis, a direct alignment assessment is not possible. Nevertheless, the identified medium-risk areas could challenge any mission centered on research excellence and integrity. Addressing these vulnerabilities proactively will be crucial to ensure that the institution's strong thematic performance is built upon a foundation of sustainable, internally-led, and high-quality scientific output, thereby reinforcing its reputation and long-term strategic goals.
The institution exhibits a low-risk score of -0.486, contrasting with the medium-risk national average of 0.648. This demonstrates notable institutional resilience, suggesting that internal control mechanisms are effectively mitigating systemic risks prevalent in the wider national context. While multiple affiliations often arise from legitimate collaborations, the university's significantly lower rate indicates a well-managed approach that discourages strategic "affiliation shopping" or the artificial inflation of institutional credit, a practice that appears to be a more common vulnerability at the national level.
With a medium-risk score of 0.108, the institution shows a moderate deviation from the low-risk national standard (-0.189). This suggests the university is more sensitive to factors leading to retractions than its national peers. A rate significantly higher than the average is a critical signal that pre-publication quality control mechanisms may be failing systemically. Beyond isolated incidents, this vulnerability in the institution's integrity culture points to a potential for recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management to safeguard scientific quality.
The institution maintains a prudent low-risk profile with a score of -0.261, which is more rigorous than the national low-risk average of -0.200. This indicates that the university manages its citation practices with greater control than the national standard. A certain level of self-citation is natural, but the institution's controlled rate demonstrates that it successfully avoids creating scientific "echo chambers." This reliance on external scrutiny over internal validation suggests that its academic influence is healthily integrated within the global community rather than being artificially inflated by endogamous dynamics.
The institution's low-risk score of -0.174 marks a slight divergence from the very low-risk national environment (-0.450). This indicates that, while the issue is not widespread, the university shows minor signals of risk activity in an area where it is almost non-existent nationally. This finding constitutes an alert regarding the need for enhanced due diligence in selecting dissemination channels. Even a small proportion of publications in journals that fail to meet international ethical or quality standards can expose the institution to severe reputational risks and suggests a need to improve information literacy to prevent the waste of resources on predatory or low-quality outlets.
The institution presents a medium-risk score of 0.205, which is considerably lower than the national medium-risk average of 0.859. This points to a differentiated management strategy, where the university effectively moderates a risk that is far more common across the country. This indicator serves as a signal to distinguish between necessary massive collaboration and potential author list inflation. By maintaining a rate well below the national trend, the institution demonstrates better control in preventing practices like "honorary" or political authorship, thereby upholding individual accountability and transparency in its research.
With a medium-risk score of 1.263, the institution shows a high exposure to this risk, significantly exceeding the national average of 0.512. This wide positive gap suggests that the university's scientific prestige is heavily dependent on external collaborations where it does not exercise intellectual leadership. This situation signals a potential sustainability risk, as its high-impact metrics may be more exogenous than structural. This finding invites a critical reflection on whether the institution's perceived excellence results from its own core scientific capacity or from strategic positioning in partnerships led by others.
The institution demonstrates an excellent, very low-risk profile with a score of -1.191, far below the already low national average of -0.654. This low-profile consistency shows an absence of risk signals that is even stronger than the national standard. The lack of authors with extreme publication volumes (exceeding 50 articles per year) suggests a healthy institutional culture that prioritizes quality over sheer quantity. This effectively mitigates risks such as coercive authorship or credit assignment without meaningful intellectual contribution, thereby protecting the integrity of the scientific record.
The institution's very low-risk score of -0.268 is in near-perfect alignment with the national average of -0.246, reflecting a state of integrity synchrony. This shared commitment to maximum scientific security demonstrates that the university avoids academic endogamy by not relying on its own journals for publication. This practice is crucial as it prevents conflicts of interest where the institution would act as both judge and party, ensuring its research undergoes independent external peer review. This enhances global visibility and prevents the use of internal channels as "fast tracks" to inflate CVs without standard competitive validation.
The institution's medium-risk score of 0.004, while indicating the presence of this practice, is substantially lower than the national average of 0.387. This suggests a differentiated management approach that successfully moderates a risk that is more common nationally. The score serves as an alert for potential data fragmentation or "salami slicing," where studies are divided into minimal units to inflate productivity. However, the institution's ability to keep this rate well below the national trend demonstrates a stronger focus on publishing significant new knowledge over prioritizing publication volume, thus better protecting the scientific record from distortion.
