| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.933 | 0.648 |
|
Retracted Output
|
-0.005 | -0.189 |
|
Institutional Self-Citation
|
-1.365 | -0.200 |
|
Discontinued Journals Output
|
-0.396 | -0.450 |
|
Hyperauthored Output
|
-0.821 | 0.859 |
|
Leadership Impact Gap
|
-0.205 | 0.512 |
|
Hyperprolific Authors
|
-1.413 | -0.654 |
|
Institutional Journal Output
|
2.760 | -0.246 |
|
Redundant Output
|
0.640 | 0.387 |
With an overall risk score of 0.060, the Institut d'Etudes Politiques de Paris-Sciences Po demonstrates a robust and commendable scientific integrity profile, characterized by significant strengths in research independence and quality control. The institution exhibits exceptionally low risk in areas such as Institutional Self-Citation and Hyperprolific Authors, indicating that its impact is validated by the global community and that it fosters a healthy balance between productivity and quality. Furthermore, it shows notable resilience by mitigating national trends towards hyper-authorship and impact dependency, proving a strong internal capacity for intellectual leadership. These strengths are foundational to its high standing in key thematic areas, as evidenced by its SCImago Institutions Rankings, where it excels nationally in Psychology (9th), Social Sciences (10th), and Economics, Econometrics and Finance (12th). However, to fully align its operational practices with a mission of academic excellence and social responsibility, attention is required for three specific vulnerabilities: a medium-risk exposure to Multiple Affiliations and Redundant Output, and a notable anomaly in the use of Institutional Journals, which deviates significantly from the national standard. By addressing these specific areas, the institution can further solidify its reputation as a global leader not only in research output but also in the ethical conduct of science.
The institution presents a Z-score of 0.933, which is notably higher than the French national average of 0.648. Although this indicator falls within a medium-risk category for both the institution and the country, the institution's score suggests a higher exposure to the underlying risk factors. This indicates that while operating within a national context where multiple affiliations are common, the institution is more prone to these dynamics. While often a legitimate result of researcher mobility or partnerships, disproportionately high rates can signal strategic attempts to inflate institutional credit. This heightened exposure warrants a review to ensure that all affiliations are substantive and not merely for "affiliation shopping," thereby safeguarding the transparency of institutional contributions.
With a Z-score of -0.005, the institution's rate of retractions is low and broadly aligns with the national standard of -0.189. However, the slightly higher score suggests an incipient vulnerability that warrants monitoring. While the overall risk is minimal, this subtle signal indicates that the institution's pre-publication quality control mechanisms, though generally effective, might face challenges that are slightly more pronounced than in the rest of the country. Retractions can signify responsible supervision when correcting honest errors, but this minor elevation serves as a proactive reminder to reinforce methodological rigor and oversight to prevent any potential escalation.
The institution demonstrates an exceptionally strong performance in this area, with a Z-score of -1.365, significantly below the already low national average of -0.200. This result reflects a clear pattern of low-profile consistency, where the absence of risk signals surpasses the national standard. Such a low rate of institutional self-citation is a powerful indicator of scientific extroversion and external validation. It suggests the institution successfully avoids the 'echo chambers' that can arise from endogamous practices, and that its academic influence is robustly recognized by the global research community rather than being inflated by internal dynamics.
The institution's Z-score of -0.396 is extremely low, indicating a near-total absence of this risk, and is comparable to the national average of -0.450. In an environment that is already virtually inert regarding this issue, the institution's score shows only a marginal, residual signal. This demonstrates excellent due diligence in the selection of publication venues, effectively avoiding channels that fail to meet international ethical or quality standards. This practice protects the institution's reputation and ensures that its research resources are channeled toward credible and impactful outlets.
The institution shows a Z-score of -0.821, positioning it in a low-risk category, in stark contrast to the French national average of 0.859, which signals a medium-risk environment. This divergence highlights a remarkable institutional resilience, suggesting that internal control mechanisms are effectively mitigating a systemic risk present at the national level. While extensive author lists are legitimate in 'Big Science' contexts, the institution's low score indicates it successfully distinguishes between necessary massive collaboration and potentially problematic practices like 'honorary' authorship, thereby upholding standards of individual accountability and transparency in its publications.
With a Z-score of -0.205, the institution maintains a low-risk profile, demonstrating a healthy balance between its overall impact and the impact of research where it holds a leadership role. This performance is particularly strong when compared to the national average of 0.512, which indicates a medium-level dependency on external collaborations for impact. This institutional resilience suggests that its scientific prestige is not merely a byproduct of participating in external projects but is built upon a solid foundation of internal capacity and intellectual leadership. This structural strength is key to ensuring the long-term sustainability of its research excellence.
The institution's Z-score of -1.413 is exceptionally low, indicating a near-complete absence of hyperprolific authors and placing it well below the already low-risk national average of -0.654. This demonstrates low-profile consistency and an institutional culture that prioritizes substance over sheer volume. By avoiding extreme individual publication volumes, the institution mitigates risks such as coercive authorship or the dilution of meaningful intellectual contribution. This result points to a healthy research environment where the integrity of the scientific record is valued over the inflation of productivity metrics.
The institution's Z-score of 2.760 represents a medium-risk monitoring alert, standing as a critical anomaly when compared to the French national average of -0.246, which is in the very low-risk category. This unusual divergence from the national standard requires a careful review of its causes. A high dependence on in-house journals can create conflicts of interest, as the institution acts as both judge and party in the publication process. This practice risks fostering academic endogamy, where research may bypass rigorous external peer review, potentially limiting its global visibility and using internal channels as 'fast tracks' for publication without standard competitive validation.
The institution's Z-score for redundant output is 0.640, placing it in the medium-risk category and showing a higher value than the national average of 0.387. This indicates that while the practice reflects a systemic pattern present in the country, the institution exhibits a higher exposure to this risk. This elevated rate suggests a greater tendency toward 'salami slicing,' where a single body of research is fragmented into multiple minimal publications to artificially inflate productivity metrics. This practice not only overburdens the peer-review system but also distorts the scientific evidence base, prioritizing publication volume over the generation of significant new knowledge.