VIA University College

Region/Country

Western Europe
Denmark
Universities and research institutions

Overall

-0.362

Integrity Risk

very low

Indicators relating to the period 2020-2024

Indicator University Z-score Average country Z-score
Multi-affiliation
0.562 0.428
Retracted Output
-0.108 -0.199
Institutional Self-Citation
-0.353 -0.197
Discontinued Journals Output
-0.545 -0.476
Hyperauthored Output
-0.715 0.325
Leadership Impact Gap
0.082 0.241
Hyperprolific Authors
-1.413 0.213
Institutional Journal Output
-0.268 -0.178
Redundant Output
-1.186 -0.244
0 represents the global average
AI-generated summary report

EXECUTIVE SUMMARY AND STRATEGIC VISION

VIA University College demonstrates a robust scientific integrity profile, reflected in an overall risk score of -0.362, which indicates a performance significantly better than the global average. The institution's primary strengths lie in its exceptional control over research practices, with very low risk signals in areas such as publication in discontinued journals, hyperprolific authorship, use of institutional journals, and redundant publications. These results suggest a deeply embedded culture of quality and ethical rigor. The main areas for strategic attention are a medium-risk exposure to multiple affiliations and a moderate gap between the impact of its total output versus that of its internally-led research. These indicators, while not critical, warrant proactive management. This strong integrity foundation supports the institution's academic excellence, evidenced by its prominent national standing within the SCImago Institutions Rankings, particularly in Arts and Humanities (ranked 8th in Denmark) and Social Sciences (ranked 9th in Denmark). By addressing the identified medium-risk areas, VIA University College can further align its operational practices with its commitment to producing high-quality, socially responsible research, ensuring its reputation for excellence is built on a verifiable and sustainable foundation of scientific integrity.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution presents a Z-score of 0.562, which is slightly above the national average of 0.428. This positioning suggests that the center is more prone to showing alert signals related to affiliation practices than its national peers, reflecting a pattern of high exposure. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this elevated rate warrants a closer look. It is important to verify that these collaborations are substantive and not strategic attempts to inflate institutional credit or engage in “affiliation shopping,” ensuring that all declared affiliations correspond to meaningful contributions.

Rate of Retracted Output

With a Z-score of -0.108, the institution's rate of retractions is slightly higher than the national average of -0.199, though still within a low-risk range. This subtle difference points to an incipient vulnerability, suggesting the presence of signals that warrant review before they escalate. Retractions can signify responsible supervision when correcting honest errors; however, a rate that begins to diverge from the national norm, even minimally, suggests that pre-publication quality control mechanisms could be strengthened to prevent potential systemic failures or recurring malpractice from developing.

Rate of Institutional Self-Citation

The institution's Z-score for self-citation is -0.353, a value notably lower than the national average of -0.197. This indicates a prudent profile, suggesting that the center manages its citation practices with more rigor than the national standard. A certain level of self-citation is natural and reflects the continuity of research lines. By maintaining a rate below its peers, the institution effectively avoids the risks of scientific isolation or creating 'echo chambers,' demonstrating that its academic influence is validated by the broader scientific community rather than being inflated by internal dynamics.

Rate of Output in Discontinued Journals

The institution exhibits a Z-score of -0.545, which is even lower than the already low national average of -0.476. This signifies a state of total operational silence regarding this risk, with an absence of signals that is exemplary even within a secure national context. This outstanding result indicates that the institution's researchers exercise excellent due diligence in selecting dissemination channels, effectively avoiding predatory or low-quality journals. This protects the institution from severe reputational risks and ensures research resources are invested in credible and impactful outlets.

Rate of Hyper-Authored Output

With a Z-score of -0.715, the institution shows a very low rate of hyper-authored publications, contrasting sharply with the medium-risk level seen nationally (0.325). This demonstrates significant institutional resilience, as internal control mechanisms appear to effectively mitigate the systemic risks observed in the wider environment. This low rate indicates that the institution successfully distinguishes between necessary large-scale collaboration and practices like author list inflation or 'honorary' authorships, thereby upholding individual accountability and transparency in its research contributions.

Gap between Impact of total output and the impact of output with leadership

The institution's Z-score for this indicator is 0.082, which is considerably lower than the national average of 0.241. This reflects a differentiated management approach, where the center successfully moderates a risk that appears more common across the country. A smaller gap suggests that the institution's scientific prestige is more structurally sound and less dependent on external partners for impact. This is a sign of growing internal capacity and intellectual leadership, indicating that its excellence metrics are increasingly driven by its own research initiatives rather than solely by strategic positioning in collaborations led by others.

Rate of Hyperprolific Authors

The institution's Z-score of -1.413 is exceptionally low, signaling a complete absence of this risk, particularly when compared to the medium-risk national average of 0.213. This demonstrates a clear preventive isolation, where the center does not replicate the risk dynamics concerning extreme productivity observed elsewhere in the country. This result indicates a strong institutional culture that prioritizes quality over quantity, effectively avoiding potential issues such as coercive authorship or the assignment of credit without real participation, and thus safeguarding the integrity of its scientific record.

Rate of Output in Institutional Journals

With a Z-score of -0.268, the institution's publication rate in its own journals is well below the national average of -0.178. This finding points to total operational silence on this risk factor, with the institution demonstrating an even stronger performance than the low-risk national benchmark. This practice avoids potential conflicts of interest and academic endogamy, ensuring that its scientific production undergoes independent external peer review. By favoring external channels, the institution enhances its global visibility and validates its research through standard competitive processes rather than relying on internal 'fast tracks'.

Rate of Redundant Output

The institution shows a Z-score of -1.186, indicating a very low risk of redundant publications, which aligns well with the low-risk national standard (-0.244). This demonstrates low-profile consistency, where the absence of risk signals is in harmony with the national environment. This result suggests that the institution effectively discourages the practice of 'salami slicing,' where studies are fragmented into minimal publishable units to inflate productivity. By promoting the publication of coherent, significant studies, the institution contributes to a healthier scientific ecosystem and prioritizes new knowledge over sheer volume.

This report was automatically generated using Google Gemini to provide a brief analysis of the university scores.
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