| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.823 | 0.648 |
|
Retracted Output
|
-0.503 | -0.189 |
|
Institutional Self-Citation
|
-0.844 | -0.200 |
|
Discontinued Journals Output
|
-0.420 | -0.450 |
|
Hyperauthored Output
|
0.416 | 0.859 |
|
Leadership Impact Gap
|
0.824 | 0.512 |
|
Hyperprolific Authors
|
-1.057 | -0.654 |
|
Institutional Journal Output
|
-0.109 | -0.246 |
|
Redundant Output
|
0.329 | 0.387 |
The University of Burgundy demonstrates a robust scientific integrity profile, reflected in an overall risk score of -0.398. This indicates a general alignment with best practices and a low prevalence of questionable research activities. The institution's primary strengths lie in its exceptionally low rates of retracted output, institutional self-citation, and hyperprolific authors, signaling strong quality control mechanisms and a culture that prioritizes scientific rigor over inflated metrics. Areas requiring strategic attention include a moderate rate of hyper-authored output, a notable gap between its overall research impact and the impact of work where it holds leadership, and a moderate signal of redundant publications. These factors, while not critical, warrant monitoring. According to SCImago Institutions Rankings data, the university's scientific excellence is particularly prominent in key areas such as Agricultural and Biological Sciences (19th in France), Biochemistry, Genetics and Molecular Biology (22nd), and Pharmacology, Toxicology and Pharmaceutics (22nd). The identified risks, particularly the dependency on external partners for impact, could challenge the full realization of its mission to valorize its own research results and participate as a leader in the European Research Area. By addressing these moderate vulnerabilities, the University of Burgundy can further solidify its reputation for excellence and ensure its operational practices fully support its strategic mission of international cooperation and the dissemination of high-quality scientific knowledge.
The institution presents a Z-score of -0.823, a low-risk value that contrasts favorably with the national average of 0.648. This indicates a high degree of institutional resilience, as the university's control mechanisms appear to successfully mitigate the systemic risks observed across the country. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the university's prudent profile suggests its collaborative practices are well-governed and do not show signs of strategic "affiliation shopping" aimed at artificially inflating institutional credit, a risk more prevalent at the national level.
With a Z-score of -0.503, the institution demonstrates an exceptionally low rate of retractions, positioning it securely within a low-risk profile that is even more robust than the national standard (-0.189). This absence of significant risk signals points to a consistent and effective quality assurance framework. Retractions can be complex events, but a rate significantly below the average suggests that the university's quality control mechanisms prior to publication are functioning effectively, preventing the systemic failures or recurring malpractice that a higher rate might indicate and reinforcing its culture of integrity.
The university's Z-score for this indicator is -0.844, a very low value that compares favorably to the country's score of -0.200. This demonstrates a consistent, low-risk profile and an absence of concerning signals. A certain level of self-citation is natural, reflecting the continuity of research lines. However, the institution's exceptionally low rate indicates it is not operating within a scientific "echo chamber" and avoids the risk of endogamous impact inflation. This suggests its academic influence is genuinely validated by the global community rather than being oversized by internal dynamics.
The institution's Z-score of -0.420 is almost identical to the national average of -0.450, showing a total alignment with an environment of maximum scientific security. This integrity synchrony reflects a shared commitment to quality dissemination channels. A high proportion of publications in discontinued journals can be a critical alert regarding due diligence, but the university's very low score confirms that its researchers are effectively selecting reputable media. This protects the institution from severe reputational risks and demonstrates strong information literacy, avoiding the waste of resources on "predatory" or low-quality practices.
With a Z-score of 0.416, the institution shows a moderate risk level, which is nevertheless managed more effectively than the national average of 0.859. This suggests a differentiated management approach that moderates a risk common in the country. While extensive author lists are legitimate in "Big Science," a medium score outside these contexts can signal author list inflation, which dilutes accountability. The university's more contained rate indicates better control over potential "honorary" authorship, fostering greater transparency in recognizing individual contributions.
The institution's Z-score of 0.824 indicates a medium risk level and a higher exposure to this issue than the national average of 0.512. This suggests that the university is more prone to showing alert signals in this area than its peers. A wide positive gap, where overall impact is high but the impact of institution-led research is low, signals a sustainability risk. The score suggests that a significant portion of the university's scientific prestige may be dependent and exogenous, prompting a strategic reflection on whether its excellence metrics result from genuine internal capacity or from a supporting role in collaborations where it does not exercise intellectual leadership.
The institution exhibits a Z-score of -1.057, an extremely low value that is significantly better than the national score of -0.654. This absence of risk signals demonstrates a consistent, low-profile integrity that aligns with the national standard while exceeding it. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution. The university's very low score indicates a healthy balance between quantity and quality, suggesting it is not exposed to risks such as coercive authorship or the assignment of credit without real participation, thereby protecting the integrity of its scientific record.
With a Z-score of -0.109, the risk is minimal, though it represents a slight signal within a national context that is almost completely inert (-0.246). This can be interpreted as residual noise in an otherwise secure environment. While in-house journals can be valuable, excessive dependence on them raises conflict-of-interest concerns. The university's score is far from problematic but serves as a reminder that over-reliance on internal channels can lead to academic endogamy by bypassing independent external peer review. At its current level, this indicator does not represent a threat to the institution's integrity.
The institution's Z-score of 0.329 places it in the medium-risk category, but it reflects differentiated management compared to the national average of 0.387. This indicates that the university is moderating a risk that is common across the country. A medium score alerts to the potential practice of "salami slicing," where a study is fragmented into minimal units to artificially inflate productivity. However, by maintaining a rate below the national average, the institution demonstrates a stronger commitment to publishing significant new knowledge over sheer volume, placing less burden on the scientific review system than its peers.