| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
1.232 | 0.648 |
|
Retracted Output
|
0.164 | -0.189 |
|
Institutional Self-Citation
|
0.374 | -0.200 |
|
Discontinued Journals Output
|
-0.442 | -0.450 |
|
Hyperauthored Output
|
1.632 | 0.859 |
|
Leadership Impact Gap
|
0.808 | 0.512 |
|
Hyperprolific Authors
|
-0.352 | -0.654 |
|
Institutional Journal Output
|
-0.268 | -0.246 |
|
Redundant Output
|
0.764 | 0.387 |
Universite Grenoble-Alpes demonstrates a solid overall performance in scientific integrity, with a low global risk score of 0.201. The institution exhibits clear strengths in its publication practices, showing a total absence of risk signals related to output in discontinued journals or its own institutional journals, indicating robust due diligence and an outward-looking publication strategy. However, areas of concern emerge, most notably a significant risk in hyper-authored output, which amplifies a national trend. Additionally, several indicators, including multiple affiliations, retractions, self-citation, and redundant output, register at a medium risk level and consistently higher than the national average, suggesting a systemic pattern that may prioritize publication volume and collaborative metrics over individual accountability. These vulnerabilities, while not critical, warrant strategic attention. The institution's outstanding international reputation, evidenced by its top-tier SCImago Institutions Rankings in fields such as Earth and Planetary Sciences, Physics and Astronomy, Mathematics, and Computer Science, must be protected. Any deviation from the highest standards of scientific integrity could undermine the very "excellence" that defines its brand. A proactive review of authorship and collaboration policies is recommended to ensure that its impressive scientific output is matched by an equally impressive commitment to research integrity, thereby safeguarding its long-term leadership and societal trust.
The institution's Z-score for this indicator is 1.232, which is notably higher than the national average of 0.648. Although both the institution and the country operate within a medium-risk context, the university shows a greater propensity for this practice. This high exposure suggests that the institution is more prone to the dynamics that lead to multiple affiliations. While often a legitimate result of researcher mobility or partnerships, this elevated rate serves as an alert to verify that these affiliations are not being used strategically to inflate institutional credit or as a form of “affiliation shopping,” which could distort the perception of the university's collaborative footprint.
With a Z-score of 0.164, the institution shows a moderate risk of retracted publications, a figure that moderately deviates from the low-risk national context (Z-score of -0.189). This suggests a greater sensitivity to factors leading to retractions compared to its national peers. Retractions are complex events, but a rate significantly higher than the norm alerts to a potential vulnerability in the institution's integrity culture. It suggests that quality control mechanisms prior to publication may be failing more often than expected, indicating possible recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management to prevent reputational damage.
The university presents a Z-score of 0.374, indicating a medium risk level that moderately deviates from the low-risk national standard (Z-score of -0.200). This discrepancy highlights that the institution is more sensitive than its peers to practices that can lead to high self-citation. A certain level of self-citation is natural, reflecting the continuity of research lines. However, this disproportionately high rate signals a potential risk of scientific isolation or 'echo chambers' where work is validated without sufficient external scrutiny. It warns of the possibility of 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.
The institution's Z-score of -0.442 is in almost perfect alignment with the national average of -0.450, both reflecting a very low-risk environment. This integrity synchrony demonstrates a shared commitment to maximum scientific security in the selection of publication venues. This result indicates that the institution's researchers exercise excellent due diligence in choosing dissemination channels, effectively avoiding media that do not meet international ethical or quality standards. This protects the institution from reputational risks and ensures that research efforts are not wasted on 'predatory' or low-quality practices.
With a Z-score of 1.632, the institution exhibits a significant risk in this area, a level that sharply accentuates the vulnerabilities already present in the national system (Z-score of 0.859). This suggests the institution is a key driver of this trend in its national context. While extensive author lists are legitimate in certain 'Big Science' fields, such a high score is a critical alert for potential author list inflation, a practice that dilutes individual accountability and transparency. It is imperative to distinguish between necessary massive collaboration and the use of 'honorary' or political authorship, which can compromise the integrity of the scientific record.
The institution's Z-score of 0.808 is higher than the national average of 0.512, both of which fall into the medium-risk category. This indicates a high exposure to this risk, suggesting the institution is more prone than its peers to a dependency on external collaborations for impact. A wide positive gap, where global impact is high but the impact of institution-led research is low, signals a sustainability risk. This value suggests that a significant portion of its scientific prestige may be dependent and exogenous, rather than structural. It invites reflection on whether its excellence metrics result from genuine internal capacity or from strategic positioning in collaborations where it does not exercise primary intellectual leadership.
The institution's Z-score of -0.352 is within the low-risk band, but it is higher than the national average of -0.654. This slight difference points to an incipient vulnerability, showing early signals that warrant review before they escalate. While high productivity can reflect leadership, extreme publication volumes challenge the limits of meaningful intellectual contribution. This indicator, though not yet alarming, alerts to potential imbalances between quantity and quality and points to latent risks such as coercive authorship or the assignment of authorship without real participation—dynamics that prioritize metrics over scientific integrity.
With a Z-score of -0.268, the institution demonstrates a total operational silence regarding this risk, performing even better than the already low-risk national average (-0.246). This absence of risk signals indicates a strong commitment to external validation and global visibility. By avoiding excessive dependence on its own journals, the institution effectively mitigates conflicts of interest and the risk of academic endogamy, ensuring its scientific production consistently undergoes independent external peer review and competes on the global stage rather than using internal channels as potential 'fast tracks' for publication.
The institution's Z-score of 0.764 is significantly higher than the national average of 0.387, placing it in a position of high exposure within a medium-risk national context. This suggests the university is more prone than its peers to practices that lead to redundant publications. Massive and recurring bibliographic overlap between simultaneous publications often indicates data fragmentation or 'salami slicing.' This elevated value alerts to the risk of artificially inflating productivity by dividing a coherent study into minimal publishable units. This practice not only distorts the available scientific evidence but also overburdens the review system, prioritizing volume over the generation of significant new knowledge.