| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.909 | 0.648 |
|
Retracted Output
|
-0.061 | -0.189 |
|
Institutional Self-Citation
|
-1.587 | -0.200 |
|
Discontinued Journals Output
|
-0.545 | -0.450 |
|
Hyperauthored Output
|
-1.066 | 0.859 |
|
Leadership Impact Gap
|
0.271 | 0.512 |
|
Hyperprolific Authors
|
-1.413 | -0.654 |
|
Institutional Journal Output
|
-0.268 | -0.246 |
|
Redundant Output
|
1.273 | 0.387 |
Ecole Superieure des Sciences Economiques et Commerciales demonstrates a robust scientific integrity profile, with an overall risk score of -0.442 indicating performance significantly better than the global average. The institution exhibits exceptional strength in maintaining very low-risk levels for multiple affiliations, institutional self-citation, and publication in discontinued journals, effectively insulating itself from risk dynamics prevalent at the national level. This strong governance is reflected in its prominent SCImago Institutions Rankings, particularly in its core fields of Business, Management and Accounting (ranked 43rd in France) and Economics, Econometrics and Finance (ranked 71st in France). However, two areas warrant strategic attention: a moderate rate of redundant output, which exceeds the national average, and a noticeable gap in impact between collaborative and institution-led research. These vulnerabilities could subtly undermine the institutional mission to "create and disseminate cutting-edge knowledge" and develop "influential leaders," as they suggest a potential tension between productivity metrics and the generation of truly novel, internally-driven research. To fully align its operational practices with its stated commitment to meeting "ethical challenges," it is recommended that the institution focuses on reinforcing policies that encourage substantive, high-impact publications over fragmented outputs.
The institution's Z-score of -0.909 contrasts sharply with the national average of 0.648. This demonstrates a clear operational divergence, where the institution successfully avoids the risk dynamics observed more broadly across the country. While multiple affiliations can be legitimate, the national trend points towards a potential systemic use for inflating institutional credit. ESSEC's very low rate indicates a preventive isolation from this practice, suggesting a strong internal policy that prioritizes clear and unambiguous attribution of scientific output, reinforcing transparency and accountability.
With a Z-score of -0.061, the institution's rate is slightly higher than the national average of -0.189, despite both falling within a low-risk range. This subtle difference signals an incipient vulnerability that warrants a proactive review. Retractions can signify responsible supervision when correcting honest errors; however, a rate that edges above the national benchmark, even if marginally, suggests that pre-publication quality control mechanisms could be strengthened. It serves as a constructive alert to ensure that any potential for recurring malpractice or lack of methodological rigor is addressed before it escalates.
The institution presents a Z-score of -1.587, significantly below the national average of -0.200. This excellent result demonstrates a low-profile consistency, where the complete absence of risk signals aligns with and improves upon the national standard. A certain level of self-citation is natural, but ESSEC’s exceptionally low rate indicates that its research is validated by the broad external scientific community, avoiding the 'echo chambers' that can lead to endogamous impact inflation. This performance confirms that the institution's academic influence is driven by global recognition rather than internal dynamics.
The institution's Z-score of -0.545 is even lower than the already minimal national average of -0.450. This signifies a state of total operational silence regarding this risk, showcasing an exemplary level of due diligence in selecting publication venues. By completely avoiding journals that fail to meet international ethical or quality standards, the institution not only protects its reputation but also demonstrates a commitment to channeling its resources and scientific production exclusively toward credible and impactful media, setting a standard for information literacy that surpasses the national norm.
The institution's Z-score of -1.066 is significantly lower than the national average of 0.859. This indicates a high degree of institutional resilience, as internal control mechanisms appear to effectively mitigate the systemic risks of authorship inflation that are more prevalent in the country. Outside of 'Big Science' contexts, high rates of hyper-authorship can dilute individual accountability. ESSEC's low score suggests a culture that values transparency and meaningful contribution over the inclusion of 'honorary' authors, successfully filtering out a practice that poses a risk elsewhere in the national system.
The institution's Z-score of 0.271 is notably lower than the national average of 0.512, though both fall within a medium-risk band. This suggests a pattern of differentiated management, where the institution moderates a risk that appears more common across the country. A wide positive gap signals a dependency on external partners for impact, raising questions about the sustainability of scientific prestige. While this dependency exists at ESSEC, its more controlled gap indicates a healthier balance between leveraging collaborations and developing its own internal capacity for intellectual leadership, though it remains an area for strategic development to ensure prestige is fully structural and endogenous.
With a Z-score of -1.413, the institution's rate is substantially lower than the national average of -0.654. This result shows a low-profile consistency, with the institution's absence of risk signals reinforcing the low-risk standard seen nationally. Extreme individual publication volumes can challenge the credibility of meaningful intellectual contribution and may point to issues like coercive authorship. ESSEC's very low indicator in this area underscores a healthy balance between quantity and quality, suggesting an environment that prioritizes the integrity of the scientific record over the pursuit of inflated productivity metrics.
The institution's Z-score of -0.268 is almost identical to the national average of -0.246, indicating perfect integrity synchrony. This total alignment with an environment of maximum scientific security shows a shared national commitment to avoiding academic endogamy. By not relying on in-house journals, which can create conflicts of interest by bypassing independent external peer review, ESSEC ensures its scientific production is validated through standard competitive channels. This practice enhances global visibility and reinforces the credibility of its research output.
The institution's Z-score of 1.273 is considerably higher than the national average of 0.387, placing both in the medium-risk category but highlighting a point of high exposure for the institution. This indicates that the center is more prone than its national peers to practices that artificially inflate productivity. Massive bibliographic overlap between publications can signal 'salami slicing'—dividing a single study into minimal units. This practice not only distorts the scientific evidence but also prioritizes volume over significant new knowledge, representing a key vulnerability that requires review to ensure research practices align with the highest standards of integrity.
