| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.044 | 0.648 |
|
Retracted Output
|
0.192 | -0.189 |
|
Institutional Self-Citation
|
0.045 | -0.200 |
|
Discontinued Journals Output
|
-0.457 | -0.450 |
|
Hyperauthored Output
|
-0.751 | 0.859 |
|
Leadership Impact Gap
|
-0.064 | 0.512 |
|
Hyperprolific Authors
|
-1.099 | -0.654 |
|
Institutional Journal Output
|
-0.268 | -0.246 |
|
Redundant Output
|
0.451 | 0.387 |
Universite Vincennes-Saint-Denis - Paris 8 presents a balanced integrity profile, with an overall risk score of -0.182 indicating a performance generally aligned with expected standards. The institution demonstrates significant strengths in maintaining very low-risk levels for output in discontinued journals, hyperprolific authorship, and publication in institutional journals, suggesting robust internal governance in these areas. However, this is contrasted by medium-risk signals in the rates of retracted output, institutional self-citation, multiple affiliations, and redundant output, which require strategic attention. According to SCImago Institutions Rankings data, the university's academic excellence is most prominent in Arts and Humanities, Social Sciences, Psychology, and Economics, Econometrics and Finance. While a specific mission statement was not available for this analysis, the identified medium-risk areas could potentially undermine the core academic values of excellence and social responsibility. These practices, such as data fragmentation or insular citation patterns, can erode trust and credibility, conflicting with the pursuit of rigorous and impactful knowledge. A proactive approach to addressing these vulnerabilities will be crucial to ensure that the institution's research practices fully reflect its strong academic reputation in its key disciplines.
The institution's Z-score for this indicator is 0.044, which is considerably lower than the national average of 0.648, although both fall within the medium-risk category. This suggests a pattern of differentiated management, where the university successfully moderates a risk that appears to be more common and pronounced throughout the country. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, disproportionately high rates can signal strategic attempts to inflate institutional credit. The university's ability to maintain a lower rate than its national peers indicates more effective control over affiliation practices, preventing the potential for "affiliation shopping" and ensuring that institutional credit is claimed appropriately.
With a Z-score of 0.192, the institution shows a moderate deviation from the national standard, which registers a low-risk score of -0.189. This indicates a greater sensitivity to risk factors related to publication integrity compared to its peers. Retractions are complex events, and a rate significantly higher than the average alerts to a potential vulnerability in the institution's integrity culture. The data suggests that quality control mechanisms prior to publication may be failing more frequently here than elsewhere in the country, indicating possible recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management to protect its scientific reputation.
The institution presents a Z-score of 0.045, a moderate deviation from the national average of -0.200, which is in the low-risk range. This suggests the university is more susceptible to this particular risk factor than the rest of the country. A disproportionately high rate of self-citation can signal concerning scientific isolation or 'echo chambers' where work is validated without sufficient external scrutiny. This moderate value warns of a potential for endogamous impact inflation, suggesting that the institution's academic influence may be oversized by internal dynamics rather than by broader recognition from the global community, a trend not observed at the national level.
The institution's Z-score of -0.457 is nearly identical to the national average of -0.450, demonstrating integrity synchrony and total alignment with an environment of maximum scientific security. A high proportion of publications in such journals would constitute a critical alert regarding due diligence in selecting dissemination channels. However, the very low scores for both the institution and the country indicate that researchers are effectively avoiding media that do not meet international ethical or quality standards, thereby protecting the university from severe reputational risks and the misallocation of resources on predatory practices.
The institution's low-risk Z-score of -0.751 contrasts sharply with the country's medium-risk score of 0.859, demonstrating strong institutional resilience. This suggests that internal control mechanisms are effectively mitigating a risk that appears to be systemic at the national level. While extensive author lists are legitimate in 'Big Science' contexts, a high Z-score elsewhere can indicate author list inflation, which dilutes accountability. The university's low score is a positive signal that it successfully distinguishes between necessary massive collaboration and questionable 'honorary' authorship practices, acting as a firewall against a broader national trend.
With a low-risk Z-score of -0.064, the institution shows significant resilience compared to the national medium-risk average of 0.512. A wide positive gap in this indicator signals a sustainability risk, suggesting that scientific prestige is dependent on external partners rather than being structurally ingrained. The institution's low score indicates that its scientific prestige is built upon strong internal capacity and intellectual leadership. This demonstrates that its excellence metrics result from its own capabilities, effectively mitigating the risk of relying on exogenous prestige, a vulnerability more prevalent in the national context.
The institution's Z-score of -1.099 is exceptionally low, reinforcing the low-risk national standard of -0.654. This low-profile consistency shows an absence of risk signals that is even more pronounced than the national average. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and point to risks such as coercive authorship or the prioritization of metrics over scientific integrity. The institution's very low score indicates a healthy research environment where a balance between quantity and quality is maintained, aligning with and strengthening the secure national context.
The institution's Z-score of -0.268 is in close alignment with the national average of -0.246, reflecting integrity synchrony with a secure national environment. Excessive dependence on in-house journals can raise conflicts of interest and lead to academic endogamy by bypassing independent external peer review. The very low scores for both the institution and the country demonstrate a shared commitment to global visibility and standard competitive validation, avoiding the use of internal channels as 'fast tracks' to inflate productivity without external scrutiny.
The institution's Z-score of 0.451 is slightly higher than the national average of 0.387, placing both in the medium-risk category. This indicates a high exposure to this risk, suggesting the university is more prone to showing alert signals than its environment average, even while reflecting a shared systemic pattern. This indicator alerts to the practice of 'salami slicing,' where a study is fragmented into minimal publishable units to artificially inflate productivity. The institution's higher value suggests a greater tendency toward this practice, which prioritizes volume over significant new knowledge and warrants a review of academic incentives.