| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
1.425 | 0.802 |
|
Retracted Output
|
-0.230 | -0.255 |
|
Institutional Self-Citation
|
-0.171 | -0.192 |
|
Discontinued Journals Output
|
-0.507 | -0.435 |
|
Hyperauthored Output
|
0.109 | 0.220 |
|
Leadership Impact Gap
|
0.027 | -0.073 |
|
Hyperprolific Authors
|
-1.265 | -0.521 |
|
Institutional Journal Output
|
-0.268 | -0.242 |
|
Redundant Output
|
-0.346 | 0.052 |
The University of Tromso - The Arctic University of Norway demonstrates a robust scientific integrity profile, reflected in an overall risk score of -0.201. This performance indicates a general alignment with, and in several key areas an outperformance of, national integrity standards. The institution's primary strengths lie in its exceptionally low rates of hyperprolific authorship, publication in discontinued journals, and use of institutional journals, showcasing rigorous quality control and a commitment to external validation. Areas requiring strategic attention include a high rate of multiple affiliations and a notable gap between its overall research impact and the impact of work where it holds intellectual leadership, suggesting a potential dependency on external partners. These moderate risks, while not critical, warrant review to ensure they do not undermine the institution's narrative of excellence. This is particularly relevant given its strong positioning in the SCImago Institutions Rankings, with top-tier national rankings in fields such as Pharmacology, Toxicology and Pharmaceutics, Environmental Science, Dentistry, and Computer Science. To uphold its commitment to academic excellence and social responsibility, it is recommended that the university leverage this diagnostic report to reinforce its governance mechanisms, ensuring that its collaborative and publication strategies fully support a culture of transparent and sustainable scientific leadership.
The institution presents a Z-score of 1.425, which is notably higher than the national average of 0.802. Although both the university and the country operate within a medium-risk context for this indicator, the institution's score suggests it is more exposed to the underlying risk factors than its national peers. This elevated rate warrants a strategic review, as disproportionately high levels of multiple affiliations can signal attempts to inflate institutional credit or practices of “affiliation shopping.” While often a legitimate result of researcher mobility or partnerships, the university's higher propensity for this activity requires closer examination to ensure all affiliations are substantive and transparently managed.
With a Z-score of -0.230, the institution's performance is statistically aligned with the national average of -0.255. This indicates a normal and expected level of risk for its context. The data does not suggest that quality control mechanisms are failing systemically. Retractions are complex events, and the current rate is consistent with the responsible correction of unintentional errors rather than an indicator of recurring malpractice. This alignment with the national standard reflects a stable and appropriate management of post-publication quality control.
The university's Z-score for institutional self-citation is -0.171, which is in close alignment with the national average of -0.192. This statistical normality suggests that the institution's level of self-citation is as expected for its context and does not point to any significant integrity risks. A certain degree of self-citation is natural and reflects the continuity of established research lines. The current value indicates that the institution is not operating in a scientific 'echo chamber' and that its academic influence is not being disproportionately inflated by internal dynamics over recognition from the global community.
The institution demonstrates exceptional performance with a Z-score of -0.507, surpassing the already strong national average of -0.435. This signals a total operational silence regarding this risk, indicating an absence of publications in problematic journals that is even more pronounced than the national standard. This outstanding result points to a highly effective due diligence process in selecting dissemination channels. By avoiding journals that fail to meet international ethical or quality standards, the university effectively mitigates severe reputational risks and demonstrates a strong commitment to information literacy and the responsible use of research resources.
The institution's Z-score of 0.109 is lower than the national average of 0.220, indicating a more controlled approach to a risk that is considered of medium importance nationwide. This suggests a differentiated management strategy, where the university successfully moderates practices that may be more common elsewhere in the country. While extensive author lists are legitimate in 'Big Science,' this indicator serves as a signal to distinguish between necessary massive collaboration and potential 'honorary' authorship. The university's better-than-average performance suggests a healthier balance in attributing authorship, though the medium risk level implies that continued vigilance is prudent.
The university shows a Z-score of 0.027, creating a moderate deviation from the national average of -0.073, which sits in the low-risk category. This indicates that the institution is more sensitive to this specific risk factor than its national peers. A positive gap suggests that the institution's overall scientific prestige may be significantly dependent on collaborations where it does not exercise intellectual leadership. This signals a potential sustainability risk, as its high-impact reputation could be more exogenous than structural. This finding invites a strategic reflection on whether the institution's excellence metrics are a result of its own core capacity or its positioning within external research networks.
With a Z-score of -1.265, the institution displays a complete absence of risk signals related to hyperprolific authors, a result that is significantly stronger than the low-risk national average of -0.521. This low-profile consistency demonstrates an exemplary institutional culture that prioritizes substance over sheer volume. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may point to risks such as coercive authorship or the assignment of authorship without real participation. The university's excellent score indicates a healthy balance between productivity and quality, reinforcing the integrity of its scientific record.
The institution's Z-score of -0.268 is almost identical to the national average of -0.242, reflecting an integrity synchrony with a national environment of maximum scientific security in this area. This alignment demonstrates a shared commitment to avoiding the potential conflicts of interest that arise from an over-reliance on in-house journals. By not depending on internal channels, which can bypass independent external peer review, the institution ensures its scientific production is validated through standard competitive processes, thereby maximizing its global visibility and credibility.
The university exhibits a Z-score of -0.346, positioning it in a low-risk category, in stark contrast to the national average of 0.052, which falls into the medium-risk level. This demonstrates significant institutional resilience, as internal control mechanisms appear to be effectively mitigating a risk that is more systemic at the national level. The data suggests the university successfully discourages the practice of 'salami slicing,' where studies are fragmented into minimal publishable units to inflate productivity. This commitment to publishing complete and significant findings protects the integrity of the scientific record and avoids overburdening the peer-review system.