| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.599 | 0.802 |
|
Retracted Output
|
-0.343 | -0.255 |
|
Institutional Self-Citation
|
-0.435 | -0.192 |
|
Discontinued Journals Output
|
-0.318 | -0.435 |
|
Hyperauthored Output
|
0.552 | 0.220 |
|
Leadership Impact Gap
|
-0.738 | -0.073 |
|
Hyperprolific Authors
|
0.305 | -0.521 |
|
Institutional Journal Output
|
-0.268 | -0.242 |
|
Redundant Output
|
0.004 | 0.052 |
The University of South-Eastern Norway presents a balanced integrity profile, with an overall risk score (-0.134) that aligns closely with the global average. The institution demonstrates significant strengths and robust controls in areas critical to research credibility, including minimal rates of retracted output, low institutional self-citation, and a negligible reliance on its own journals, all of which point to a culture of strong external validation. However, areas requiring strategic attention are concentrated around authorship and publication patterns, with medium-risk signals for hyper-authorship, hyperprolific authors, and redundant output. These findings coincide with the university's notable national research standing in key thematic areas, as evidenced by SCImago Institutions Rankings data, which places it among the top institutions in Norway for Chemistry (5th), Business, Management and Accounting (6th), Environmental Science (8th), and Psychology (8th). While this research prowess is clear, the identified risks in publication practices could challenge a mission centered on academic excellence and social responsibility, as they may prioritize quantity over the substantive impact of scientific contributions. The University is therefore well-positioned to leverage its solid integrity foundation to refine its authorship guidelines, ensuring its reputation for responsible conduct fully matches its demonstrated research excellence.
The institution demonstrates a more controlled approach to multiple affiliations than the national trend. With a Z-score of 0.599, which is notably lower than the national average of 0.802, the university appears to successfully moderate practices that could be interpreted as strategic attempts to inflate institutional credit or “affiliation shopping,” a risk that appears more common across the country. This suggests a differentiated management style that helps protect the institution's unique academic identity and ensures affiliations are a legitimate result of collaboration rather than a tool for metric inflation.
The institution exhibits a prudent and rigorous approach to quality control, reflecting a strong culture of scientific integrity. Its Z-score of -0.343 is below the already low national average of -0.255, indicating a minimal incidence of retracted publications. This suggests that its pre-publication quality control mechanisms are highly effective. While some retractions can signify responsible error correction, this exceptionally low rate points to a systemic strength in methodological rigor that prevents recurring malpractice and reinforces the reliability of its scientific output.
The university maintains a healthy balance in its citation practices, demonstrating greater rigor than the national standard. The institution's Z-score of -0.435 is significantly lower than the country's average of -0.192, indicating a very low rate of institutional self-citation. This prudent profile suggests that the institution's work is validated by the broader international scientific community rather than through internal 'echo chambers.' This effectively avoids the risk of endogamous impact inflation and confirms that its academic influence is based on genuine external recognition and global relevance.
A slight divergence from the national trend is observed in the selection of publication venues. The institution's Z-score of -0.318 indicates a low, but present, rate of publication in discontinued journals, a signal of risk activity that is nearly absent at the national level (Z-score of -0.435). While the overall risk is low, this metric suggests a potential vulnerability. A high proportion of output in such journals can expose an institution to reputational damage by association with media that may not meet international ethical or quality standards. This minor deviation warrants a review of information literacy and due diligence processes to ensure researchers avoid these channels.
The institution shows a higher propensity for hyper-authored publications compared to its national peers, indicating high exposure to this particular risk. With a Z-score of 0.552, significantly above the country's average of 0.220, the university is more prone to showing alert signals in this area. While extensive author lists are legitimate in 'Big Science,' a high rate outside these contexts can dilute individual accountability and transparency. This signal suggests a need to scrutinize authorship practices to distinguish between necessary large-scale collaboration and potential 'honorary' or political authorship, which can compromise research integrity.
The institution demonstrates strong intellectual leadership and sustainable, self-generated impact. Its Z-score of -0.738 is substantially lower than the national average of -0.073, indicating a minimal gap between the impact of its overall output and the output where its researchers hold leadership roles. This prudent profile suggests that the university's scientific prestige is structural and generated from within, rather than being dependent on external partners. This reflects a high degree of internal capacity and ensures that its excellence metrics are a true representation of its own research capabilities.
A notable alert signal appears regarding the productivity of some authors, representing a moderate deviation from the national standard. The institution's Z-score of 0.305 is in the medium-risk range, contrasting sharply with the low-risk national average of -0.521. This indicates a greater sensitivity to risk factors associated with hyperprolificacy. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may point to imbalances between quantity and quality. This warrants a review of potential coercive authorship or practices that prioritize metrics over the integrity of the scientific record.
The institution is in complete alignment with a national environment of maximum scientific security regarding publication in its own journals. With a Z-score of -0.268, nearly identical to the country's average of -0.242, the university demonstrates a negligible reliance on in-house journals. This integrity synchrony confirms that its scientific production consistently undergoes independent external peer review, mitigating any potential conflicts of interest or academic endogamy. This practice enhances the global visibility and credibility of its research, ensuring it is validated through standard competitive channels.
The institution's rate of redundant publications reflects a pattern that is common at the national level. The university's Z-score of 0.004 is very close to the country's average of 0.052, with both falling within the medium-risk category. This suggests that the observed level of bibliographic overlap between publications may be influenced by shared practices or evaluation systems prevalent in the country. This signal alerts to the risk of 'salami slicing'—the practice of dividing a coherent study into minimal publishable units to artificially inflate productivity, which can distort scientific evidence and should be monitored.
