| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.331 | 0.648 |
|
Retracted Output
|
0.117 | -0.189 |
|
Institutional Self-Citation
|
0.220 | -0.200 |
|
Discontinued Journals Output
|
-0.545 | -0.450 |
|
Hyperauthored Output
|
-1.027 | 0.859 |
|
Leadership Impact Gap
|
-0.248 | 0.512 |
|
Hyperprolific Authors
|
-1.413 | -0.654 |
|
Institutional Journal Output
|
-0.268 | -0.246 |
|
Redundant Output
|
-1.186 | 0.387 |
The Institut National des Langues et Civilisations Orientales demonstrates a robust scientific integrity profile, reflected in an overall score of -0.387, which indicates a performance significantly better than the global average. The institution's primary strengths lie in its exceptionally low rates of output in discontinued journals, hyperprolific authorship, and redundant publications, showcasing strong governance and a commitment to quality over quantity. However, areas requiring strategic attention include the rates of retracted output and institutional self-citation, which present a medium risk level and suggest a need to reinforce pre-publication quality controls and foster broader external validation. These findings are particularly relevant given the institution's notable standing in the SCImago Institutions Rankings, particularly within Arts and Humanities and Social Sciences. While the institution's specific mission was not available for this analysis, the identified vulnerabilities could challenge core academic values of excellence and global impact, as they point to potential issues in quality assurance and academic insularity. A proactive approach to mitigating these specific risks will be crucial to safeguarding its reputation and ensuring its research influence is both authentic and externally recognized.
The institution shows a Z-score of -0.331, contrasting with the national average of 0.648. This demonstrates strong institutional resilience, as the control mechanisms in place appear to effectively mitigate the systemic risks related to affiliation practices that are more prevalent across the country. While multiple affiliations can be a legitimate outcome of collaboration, the institution's low rate suggests it is successfully avoiding the risk of strategic “affiliation shopping” or artificial inflation of institutional credit, maintaining a clear and transparent attribution of its scientific output.
With a Z-score of 0.117 compared to the national average of -0.189, the institution exhibits a moderate deviation from the national trend, showing a greater sensitivity to risk factors leading to retractions. This elevated rate suggests that pre-publication quality control mechanisms may be less effective than those of its national peers. A rate significantly higher than the average, as seen here, serves as an alert to a potential vulnerability in the institution's integrity culture, indicating that recurring methodological issues or a lack of rigorous supervision may require immediate qualitative review by management to prevent systemic failures.
The institution's Z-score for self-citation is 0.220, which represents a moderate deviation from the national average of -0.200. This indicates a greater tendency toward internal citation compared to its peers. While some self-citation reflects the natural progression of research lines, this disproportionately higher rate signals a risk of scientific isolation or the formation of an 'echo chamber.' It serves as a warning about potential endogamous impact inflation, where the institution's academic influence might be artificially magnified by internal dynamics rather than validated by the broader global scientific community.
The institution records a Z-score of -0.545, which is even lower than the already low national average of -0.450. This result signifies a state of total operational silence regarding this risk, with an absence of signals that is exemplary even within a secure national context. This demonstrates an outstanding level of due diligence in the selection of publication venues, effectively protecting the institution from the severe reputational damage and wasted resources associated with predatory or low-quality journals.
With a Z-score of -1.027, the institution stands in stark contrast to the national average of 0.859. This gap highlights a remarkable institutional resilience, suggesting that internal policies effectively curb the national trend toward hyper-authorship. By maintaining low levels of this indicator, the institution successfully avoids the risks of author list inflation and the dilution of individual accountability, ensuring that authorship reflects genuine intellectual contribution rather than honorary or political practices.
The institution's Z-score of -0.248 contrasts sharply with the national average of 0.512, indicating strong institutional resilience against dependency on external collaborations for impact. A low value in this indicator is a positive sign, suggesting that the institution's scientific prestige is structurally sound and built upon its own intellectual leadership. This demonstrates a sustainable model of research excellence where impact is generated from internal capacity, rather than being primarily dependent on strategic positioning in collaborations led by external partners.
The institution presents an exceptionally low Z-score of -1.413, well below the national average of -0.654. This demonstrates a low-profile consistency, where the complete absence of risk signals in this area aligns with and even exceeds the secure national standard. This result indicates a healthy balance between productivity and quality, successfully avoiding the risks associated with hyperprolificacy, such as coercive authorship or the prioritization of metrics over the integrity of the scientific record.
With a Z-score of -0.268, the institution's performance is almost identical to the national average of -0.246. This reflects a state of integrity synchrony, showing total alignment with a national environment of maximum scientific security in this domain. By avoiding excessive dependence on its own journals, the institution mitigates the risks of academic endogamy and conflicts of interest, ensuring its research undergoes independent external peer review and gains global visibility rather than being confined to internal 'fast tracks'.
The institution's Z-score of -1.186 is exceptionally low, particularly when compared to the national average of 0.387, which indicates a medium risk level for the country. This demonstrates a clear case of preventive isolation, where the institution does not replicate the risk dynamics observed in its national environment. This excellent result suggests a strong institutional culture that prioritizes the publication of significant, coherent studies over the artificial inflation of productivity through data fragmentation or 'salami slicing,' thereby contributing to a more robust and reliable scientific record.