| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
1.245 | 0.648 |
|
Retracted Output
|
-0.691 | -0.189 |
|
Institutional Self-Citation
|
-0.737 | -0.200 |
|
Discontinued Journals Output
|
-0.545 | -0.450 |
|
Hyperauthored Output
|
0.475 | 0.859 |
|
Leadership Impact Gap
|
1.712 | 0.512 |
|
Hyperprolific Authors
|
-1.260 | -0.654 |
|
Institutional Journal Output
|
-0.268 | -0.246 |
|
Redundant Output
|
-0.332 | 0.387 |
The Ecole Superieure de Physique et de Chimie Industrielles de la Ville de Paris demonstrates a robust profile of scientific integrity, with an overall risk score of -0.289 indicating performance that is stronger than the global average. The institution's primary strengths lie in its rigorous publication ethics, evidenced by exceptionally low-risk indicators for Retracted Output, Output in Discontinued Journals, and Hyperprolific Authorship. These results point to effective quality control and a culture that prioritizes scientific soundness. Areas requiring strategic attention include a high rate of Multiple Affiliations and a significant Gap between the impact of its total output and that of its self-led research, suggesting a potential dependency on external collaborations for its scientific prestige. According to SCImago Institutions Rankings data, this strong research performance is concentrated in key thematic areas where the institution holds top national rankings, including Engineering, Medicine, Environmental Science, and Earth and Planetary Sciences. While the institution's formal mission statement was not available for this analysis, the identified risks, particularly the reliance on external leadership for impact, could pose a long-term challenge to sustaining its reputation for excellence. By proactively addressing these moderate risks in its collaboration and impact strategies, the institution is well-positioned to solidify its foundation of internal leadership and reinforce its standing as a premier research entity.
The institution's Z-score of 1.245 is notably higher than the national average of 0.648, indicating a greater propensity for this practice. This suggests the institution is more exposed than its national peers to the risks associated with this behavior. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this elevated rate warrants a review of internal policies to ensure it does not signal strategic attempts to inflate institutional credit or "affiliation shopping," which could dilute the institution's distinct academic identity.
With a Z-score of -0.691, the institution shows a near-total absence of retracted publications, a figure that aligns with the low-risk national environment (Z-score: -0.189). This excellent result demonstrates the effectiveness of its quality control mechanisms prior to publication. The data suggests there are no systemic vulnerabilities in the institution's integrity culture, and its supervisory processes are successful in preventing the types of methodological or ethical failures that typically lead to retractions.
The institution exhibits a prudent profile with a Z-score of -0.737, which is significantly lower than the national average of -0.200. This indicates that the institution manages its citation practices with more rigor than the national standard. Such a low level of self-citation signals a healthy integration into the global scientific community, effectively avoiding the creation of 'echo chambers.' This approach ensures the institution's academic influence is validated by broad external scrutiny rather than being inflated by internal dynamics.
The institution's Z-score of -0.545 reflects a complete operational silence in this risk area, performing even better than the already low national average of -0.450. This result is a strong indicator of exceptional due diligence in the selection of dissemination channels. By avoiding journals that fail to meet international ethical or quality standards, the institution effectively shields itself from severe reputational risks and demonstrates a commitment to channeling its resources away from 'predatory' or low-quality practices.
The institution's Z-score of 0.475 is considerably lower than the national average of 0.859, indicating a more moderate approach to a practice that is common in the country. This suggests a differentiated management strategy that effectively mitigates the risks of author list inflation. By maintaining control over authorship practices, the institution helps ensure that credit reflects genuine intellectual contribution and preserves individual accountability, distinguishing necessary large-scale collaboration from potentially problematic 'honorary' authorship.
With a Z-score of 1.712, the institution displays a much higher exposure to this risk compared to the national average of 0.512. This wide positive gap, where overall impact is high but the impact of institution-led research is comparatively low, signals a potential sustainability risk. The data suggests that a significant portion of the institution's scientific prestige may be dependent and exogenous, rather than structural. This finding invites a strategic reflection on whether its excellence metrics are the result of genuine internal capacity or a reliance on collaborations where it does not exercise primary intellectual leadership.
The institution's Z-score of -1.260 is exceptionally low, reinforcing the low-risk signals seen in the national context (Z-score: -0.654). This near-absence of hyperprolific authors indicates a healthy institutional culture that prioritizes quality over sheer quantity. This focus helps to avoid potential imbalances and risks such as coercive authorship or the assignment of credit without real participation, ensuring that the integrity of the scientific record is maintained over the inflation of productivity metrics.
The institution's Z-score of -0.268 is in almost perfect alignment with the national average of -0.246, demonstrating integrity synchrony with its environment. This negligible rate of publication in its own journals signifies a strong commitment to independent, external peer review. By avoiding potential conflicts of interest and academic endogamy, the institution ensures its research undergoes standard competitive validation, thereby maximizing its global visibility and credibility.
The institution shows significant resilience in this area, with a low-risk Z-score of -0.332, in contrast to the medium-risk national average of 0.387. This suggests that its internal control mechanisms are effective in mitigating a risk that is more prevalent systemically. The low incidence of redundant publications indicates a culture that discourages 'salami slicing'—the practice of fragmenting a single study into multiple articles. This commitment to publishing complete and significant findings strengthens the scientific evidence base and prioritizes meaningful knowledge contribution over the artificial inflation of publication counts.
