| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
2.080 | 0.648 |
|
Retracted Output
|
-0.249 | -0.189 |
|
Institutional Self-Citation
|
0.538 | -0.200 |
|
Discontinued Journals Output
|
-0.488 | -0.450 |
|
Hyperauthored Output
|
4.128 | 0.859 |
|
Leadership Impact Gap
|
1.096 | 0.512 |
|
Hyperprolific Authors
|
0.801 | -0.654 |
|
Institutional Journal Output
|
-0.268 | -0.246 |
|
Redundant Output
|
0.265 | 0.387 |
Universite Savoie Mont Blanc presents a complex integrity profile, with an overall score of 0.390 reflecting a balance of distinct strengths and specific areas requiring strategic attention. The institution demonstrates exemplary control in selecting publication channels, with very low risks associated with discontinued and institutional journals, aligning perfectly with national standards of best practice. However, this is contrasted by a significant alert in the Rate of Hyper-Authored Output and notable vulnerabilities in authorship practices and impact dependency, where risks exceed national benchmarks. These challenges are particularly relevant given the university's strong national standing in key research fields, including its Top 40 rankings in France for Psychology, Earth and Planetary Sciences, and Physics and Astronomy, according to SCImago Institutions Rankings data. To fully align with its mission of disseminating research "at the service of society" and fostering genuine "international cooperation," it is crucial to address whether current authorship and collaboration patterns truly reflect internal leadership and scientific excellence. By leveraging its proven strengths in quality control, the university has a solid foundation to refine its policies and ensure its reputational integrity matches its reputational achievements.
With an institutional Z-score of 2.080 compared to the national average of 0.648, the university shows a higher exposure to risks associated with multiple affiliations, even though this practice is common within the French system. This suggests the institution is more prone to showing alert signals than its environment average. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the university's disproportionately high rate signals a need to verify that these are not strategic attempts to inflate institutional credit or a pattern of “affiliation shopping,” ensuring that all declared affiliations correspond to substantive contributions.
The institution demonstrates a prudent profile regarding retracted publications, with a Z-score of -0.249 that is slightly more favorable than the French national average of -0.189. This indicates that the university's quality control mechanisms are managed with more rigor than the national standard. Retractions can be complex events, and a low rate like this suggests that pre-publication supervision is effective and that the institution's integrity culture successfully minimizes the risk of systemic errors or recurring malpractice, reflecting a responsible approach to the scientific record.
The university shows a moderate deviation from the national norm in institutional self-citation, with a Z-score of 0.538 in contrast to the country's low-risk average of -0.200. This indicates a greater sensitivity to risk factors than its national peers. A certain level of self-citation is natural, reflecting the continuity of research lines. However, this elevated rate warns of a potential 'echo chamber' where the institution's work may not be receiving sufficient external scrutiny, suggesting that its academic influence could be oversized by internal dynamics rather than broader recognition from the global scientific community.
In the selection of publication venues, the institution shows perfect integrity synchrony with its national context. Its Z-score of -0.488 is almost identical to the French average of -0.450, both reflecting a total alignment with an environment of maximum scientific security. This demonstrates an exemplary due diligence process, effectively avoiding channels that do not meet international ethical or quality standards. This practice safeguards the university from reputational risks and ensures that research resources are not wasted on 'predatory' or low-quality publications.
The institution's Z-score of 4.128 for hyper-authored publications is a critical alert, significantly amplifying a vulnerability that is only moderately present in the national system (Z-score 0.859). This extreme value requires urgent attention. Outside of 'Big Science' contexts where extensive author lists are legitimate, such a high rate can indicate systemic author list inflation, which dilutes individual accountability and transparency. This serves as a strong signal to audit authorship practices to distinguish between necessary massive collaboration and the potential prevalence of 'honorary' or political authorship.
With a Z-score of 1.096, the university shows a higher exposure to impact dependency risk compared to the national average of 0.512. This suggests the institution is more prone to relying on external partners for its citation impact. A wide positive gap, where overall impact is high but the impact of institution-led research is low, signals a sustainability risk. This value invites reflection on whether the university's prestige is derived from its own structural capacity or from strategic positioning in collaborations where it does not exercise primary intellectual leadership, making its high-impact profile potentially exogenous and dependent.
The university displays a moderate deviation from the national trend regarding hyperprolific authors, with a Z-score of 0.801 against a country average of -0.654. This shows a greater sensitivity to this risk factor than its peers. While high productivity can reflect leadership, extreme individual publication volumes challenge the limits of meaningful intellectual contribution. This indicator alerts to potential imbalances between quantity and quality, pointing to risks such as coercive authorship or the assignment of authorship without real participation—dynamics that prioritize metrics over the integrity of the scientific record.
The university demonstrates excellent integrity synchrony with the national environment by avoiding reliance on its own journals, as shown by its Z-score of -0.268, which is fully aligned with the French average of -0.246. This practice is a significant strength, as it mitigates potential conflicts of interest where an institution acts as both judge and party. By channeling its research through external venues, the university ensures its scientific production undergoes independent peer review, which enhances its global visibility and avoids the risk of academic endogamy or using internal channels to inflate publication counts without competitive validation.
In managing redundant publications, the university demonstrates differentiated management, with a Z-score of 0.265 that is notably lower than the national average of 0.387. Although the risk level is moderate for both, this indicates the institution moderates practices like 'salami slicing' more effectively than its peers. This suggests a stronger institutional focus on producing significant new knowledge over artificially inflating productivity by fragmenting studies into minimal publishable units. This responsible approach helps maintain the integrity of the scientific evidence base and reduces the burden on the peer review system.
