| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.538 | -0.073 |
|
Retracted Output
|
-0.447 | -0.152 |
|
Institutional Self-Citation
|
0.640 | -0.387 |
|
Discontinued Journals Output
|
-0.328 | -0.445 |
|
Hyperauthored Output
|
-0.479 | 0.135 |
|
Leadership Impact Gap
|
-0.656 | 0.306 |
|
Hyperprolific Authors
|
0.033 | -0.151 |
|
Institutional Journal Output
|
-0.268 | -0.227 |
|
Redundant Output
|
-0.719 | -0.003 |
The Université du Québec à Chicoutimi demonstrates a robust scientific integrity profile, with an overall risk score of -0.338 indicating a performance that is healthier than the global average. The institution's primary strengths lie in its exceptionally low rates of retracted output, redundant publications (salami slicing), and output in its own journals, signaling strong quality control and a commitment to external validation. Furthermore, the university shows remarkable resilience against national trends in hyper-authorship and maintains a high degree of scientific autonomy, with the impact of its internally-led research being particularly strong. According to SCImago Institutions Rankings data, its most competitive thematic areas include Mathematics, Arts and Humanities, Computer Science, and Engineering. However, to fully align with its mission of providing "access to knowledge... without borders," attention is required for two medium-risk indicators: Institutional Self-Citation and Hyperprolific Authors. These practices, if left unmonitored, could foster academic insularity and a focus on quantity over quality, potentially undermining the institution's commitment to open, globally-recognized excellence. By addressing these specific vulnerabilities, the university can further solidify its strong integrity foundation and ensure its research practices fully embody its mission of community development and borderless knowledge sharing.
The institution presents a Z-score of -0.538, which is significantly lower than the national average of -0.073. This result suggests a prudent and well-managed approach to academic collaboration. The institution's processes appear more rigorous than the national standard, effectively governing how researcher affiliations are declared. While multiple affiliations are often a legitimate outcome of partnerships, the university's controlled rate indicates a low risk of using this practice for strategic inflation of institutional credit, reflecting sound governance and transparency in its collaborative endeavors.
With a Z-score of -0.447, the institution demonstrates an exceptionally low rate of retracted publications, performing better than the already low-risk national average of -0.152. This absence of risk signals is a strong indicator of a healthy research culture. Retractions can sometimes signify responsible error correction, but such a minimal rate suggests that the institution's quality control and supervision mechanisms are highly effective prior to publication. This consistency points to a systemic strength in methodological rigor and an integrity culture that successfully prevents the types of errors or malpractice that often lead to retractions.
The institution's Z-score of 0.640 places it in the medium-risk category, a moderate deviation from Canada's low-risk national average of -0.387. This discrepancy suggests the university is more sensitive than its peers to practices that can lead to academic insularity. While a certain level of self-citation is natural for developing research lines, this elevated rate serves as a warning for potential 'echo chambers,' where work may not be receiving sufficient external scrutiny. This dynamic could lead to an endogamous inflation of impact, and a review is advisable to ensure the institution's influence is validated by the global community, not just internal dynamics.
The institution's Z-score of -0.328 indicates a low-risk profile, yet it represents a slight divergence from the country's very low-risk benchmark of -0.445. This subtle difference suggests that while the problem is not widespread, the institution shows isolated signals of risk that are largely absent at the national level. Sporadic publication in discontinued journals can occur due to a lack of information, but these signals highlight a need to reinforce researcher literacy in selecting high-quality, reputable dissemination channels to avoid any potential reputational damage or wasted resources on predatory or substandard publishing practices.
The institution demonstrates notable institutional resilience, with a low-risk Z-score of -0.479 in a national context that shows a medium-level risk (0.135). This indicates that the university's internal control mechanisms are effectively mitigating a systemic risk prevalent in the country. While extensive author lists are legitimate in 'Big Science,' a low score outside these fields is a positive sign. It suggests the institution successfully curbs the inflation of author lists, thereby preserving individual accountability and distinguishing clearly between necessary mass collaboration and questionable 'honorary' authorship practices.
With a Z-score of -0.656, the institution shows exceptional strength and resilience, contrasting sharply with the national medium-risk average of 0.306. A negative score in this indicator is highly favorable, signaling that the impact of research led by the institution's own authors is strong and self-sufficient. This performance indicates that the university's scientific prestige is not dependent on external partners but is built upon a solid foundation of internal capacity and intellectual leadership. This structural autonomy is a key asset for long-term sustainability and demonstrates genuine, homegrown excellence.
The institution's Z-score of 0.033 falls into the medium-risk category, representing a moderate deviation from the low-risk national standard of -0.151. This finding indicates a greater sensitivity to risk factors related to extreme publication volumes compared to its national peers. Such high productivity rates can challenge the limits of meaningful intellectual contribution and serve as an alert for potential imbalances between quantity and quality. It warrants a review to ensure these patterns do not stem from dynamics like coercive authorship or a metrics-driven culture that could compromise the integrity of the scientific record.
The institution's Z-score of -0.268 is in near-perfect alignment with the country's very low-risk score of -0.227. This integrity synchrony demonstrates a shared commitment to using external, independent channels for scientific dissemination. By avoiding dependence on in-house journals, the institution effectively mitigates the risks of academic endogamy and conflicts of interest where it would act as both judge and party. This practice ensures its research undergoes standard competitive validation and enhances its global visibility and credibility.
With a Z-score of -0.719, the institution shows a near-total absence of risk signals for redundant output, performing significantly better than the national low-risk average of -0.003. This low-profile consistency is a clear indicator of a research culture that prioritizes substantive contributions over artificial productivity metrics. The data suggests that the practice of 'salami slicing'—fragmenting a single study into multiple minimal publications—is not a feature of the institution's output, thereby strengthening the integrity of the scientific evidence it produces and respecting the academic review system.
