| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.483 | 0.802 |
|
Retracted Output
|
-0.418 | -0.255 |
|
Institutional Self-Citation
|
-1.111 | -0.192 |
|
Discontinued Journals Output
|
-0.179 | -0.435 |
|
Hyperauthored Output
|
-0.839 | 0.220 |
|
Leadership Impact Gap
|
-2.015 | -0.073 |
|
Hyperprolific Authors
|
0.150 | -0.521 |
|
Institutional Journal Output
|
-0.268 | -0.242 |
|
Redundant Output
|
0.265 | 0.052 |
Ostfold University College presents a robust scientific integrity profile, with an overall risk score of -0.310 indicating performance that is generally more secure than the global baseline. The institution demonstrates exceptional strengths in maintaining very low rates of retracted output, institutional self-citation, and output in its own journals, signaling strong quality control and an outward-looking research culture. Furthermore, the minimal gap between its overall impact and the impact of its led research points to a sustainable and self-sufficient scientific capacity. However, areas requiring strategic attention include a medium-level risk in the rate of hyperprolific authors and redundant publications, which exceed national averages and could suggest a focus on quantity over substantive contribution. These findings are contextualized by the institution's notable academic strengths, as evidenced by its SCImago Institutions Rankings, particularly in Energy (ranked 2nd in Norway), Computer Science (8th), Mathematics (8th), and Arts and Humanities (9th). While the institution's specific mission was not available for this analysis, the identified risks, particularly those related to publication practices, could challenge the universal academic values of excellence and social responsibility. By leveraging its clear strengths in research governance, Ostfold University College is well-positioned to refine its policies and further align its operational practices with its strategic academic ambitions, ensuring that its impressive thematic performance is built upon a foundation of unimpeachable integrity.
The institution presents a Z-score of 0.483, which is below the national average of 0.802. Although both the institution and the country exhibit a medium risk level for this indicator, the college demonstrates more effective management of a practice that appears common in its national context. This suggests that while multiple affiliations are a feature of the research landscape, the institution is moderating the associated risks more effectively than its peers. While these affiliations can be legitimate, disproportionately high rates can signal strategic attempts to inflate institutional credit or “affiliation shopping.” The college's relative control in this area indicates a differentiated approach that helps safeguard its academic identity and credit attribution.
With a Z-score of -0.418, the institution's rate of retracted output is firmly in the very low-risk category, performing better than the national average of -0.255, which sits at a low-risk level. This excellent result demonstrates low-profile consistency, where the near-total absence of risk signals aligns with and even surpasses the secure national standard. Retractions can sometimes signify responsible supervision through the correction of honest errors; however, an extremely low rate like this strongly suggests that the institution's quality control and supervision mechanisms prior to publication are exceptionally robust and effective, preventing the systemic failures that can lead to later withdrawals.
The institution's Z-score for self-citation is -1.111, a very low-risk value that is significantly better than the country's low-risk score of -0.192. This performance indicates a healthy and secure practice, consistent with the national environment but demonstrating even greater rigor. A certain level of self-citation is natural, but the institution's very low rate confirms it is not operating in a scientific 'echo chamber' and is avoiding the risk of endogamous impact inflation. This result is a strong indicator that the institution's academic influence is validated by the broader global community rather than being oversized by internal dynamics.
The institution shows a Z-score of -0.179, corresponding to a low level of risk. This marks a slight divergence from the national context, where the average score of -0.435 is in the very low-risk category. This suggests the emergence of minor risk signals at the institution that are not apparent in the rest of the country. A high proportion of publications in discontinued journals can be a critical alert regarding due diligence in selecting dissemination channels. While the risk here is low, this score indicates that a small but measurable portion of the institution's research is being channeled through media that may not meet international quality standards, pointing to a need for enhanced information literacy among researchers.
With a Z-score of -0.839, the institution maintains a low-risk profile for hyper-authored publications, demonstrating notable resilience when compared to the national average of 0.220, which falls into the medium-risk category. This suggests that the institution's internal control mechanisms are effectively mitigating a systemic risk observed across the country. While extensive author lists are legitimate in 'Big Science,' their appearance elsewhere can indicate author list inflation. The institution’s low score is a positive sign that it is successfully promoting transparency and individual accountability, acting as a filter against national trends that could otherwise dilute the meaning of authorship.
The institution exhibits an exceptionally strong Z-score of -2.015, placing it in the very low-risk category and far exceeding the country's low-risk average of -0.073. This result shows a consistent and secure profile, indicating that the institution's scientific prestige is structurally sound and not dependent on external partners. A wide positive gap can signal that an institution's impact is largely exogenous, stemming from collaborations where it does not hold intellectual leadership. The institution's negative score, however, confirms that its excellence metrics are the result of genuine internal capacity, reflecting a sustainable and self-reliant model of scientific leadership.
The institution's Z-score of 0.150 places it in the medium-risk category for hyperprolific authors, a moderate deviation from the national average of -0.521, which is considered low risk. This discrepancy suggests the institution is more sensitive to this risk factor than its peers and warrants a review of its causes. While high productivity can reflect leadership, extreme publication volumes challenge the limits of meaningful intellectual contribution. This elevated indicator serves as an alert to potential imbalances between quantity and quality, pointing to risks such as coercive authorship or the assignment of credit without real participation, which prioritize metrics over the integrity of the scientific record.
With a Z-score of -0.268, the institution's rate of publication in its own journals is very low, showing a strong integrity synchrony with the national average of -0.242, which is also in the very low-risk category. This total alignment with a secure national environment is a positive indicator of good governance. Excessive dependence on in-house journals can create conflicts of interest and academic endogamy by bypassing independent external peer review. The institution's minimal reliance on such channels demonstrates a commitment to global visibility and competitive validation, avoiding the use of internal platforms as 'fast tracks' to inflate publication counts.
The institution's Z-score for redundant output is 0.265, a medium-risk value that indicates high exposure compared to the national average of 0.052, which is also at a medium-risk level. This suggests that the institution is more prone to displaying alert signals for this practice than its environment average. Massive bibliographic overlap between publications often indicates data fragmentation or 'salami slicing,' where a study is divided into minimal units to artificially inflate productivity. This elevated score warns that such practices may be distorting the scientific evidence and prioritizing volume over the generation of significant new knowledge, a trend that requires strategic attention.
