| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.292 | 0.597 |
|
Retracted Output
|
-0.137 | -0.088 |
|
Institutional Self-Citation
|
-0.229 | -0.673 |
|
Discontinued Journals Output
|
-0.475 | -0.436 |
|
Hyperauthored Output
|
0.087 | 0.587 |
|
Leadership Impact Gap
|
-0.077 | 0.147 |
|
Hyperprolific Authors
|
-1.413 | -0.155 |
|
Institutional Journal Output
|
-0.268 | -0.262 |
|
Redundant Output
|
0.165 | -0.155 |
The Open University demonstrates a robust and commendable scientific integrity profile, with an overall risk score of -0.336 that indicates a performance significantly stronger than the national benchmark. The institution exhibits exceptional control in critical areas such as publication in discontinued journals, management of hyperprolific authors, and use of institutional journals, reflecting a culture of high diligence and ethical awareness. Key strengths, based on SCImago Institutions Rankings data, are evident in its national leadership in Social Sciences, Arts and Humanities, and Earth and Planetary Sciences. This strong integrity foundation directly supports the institutional mission "to be open to people, places, methods and ideas." However, moderate risk signals in Hyper-Authored Output and, particularly, Redundant Output—where the institution deviates from the national trend—present a potential conflict with the mission's call for openness in "methods and ideas," as these practices can obscure true intellectual contribution and fragment knowledge. To fully align its operational reality with its aspirational values of excellence and transparency, it is recommended that the institution focuses on refining its authorship and publication strategies to mitigate these specific vulnerabilities, thereby solidifying its position as a leader in both academic output and scientific integrity.
The institution exhibits a Z-score of -0.292, a low-risk value that contrasts favorably with the medium-risk national average of 0.597. This disparity suggests the presence of effective institutional resilience, where internal control mechanisms successfully mitigate the systemic risks related to affiliation practices that are more prevalent across the country. While multiple affiliations can arise from legitimate collaborations, the institution's controlled rate indicates a robust governance framework that prevents potential "affiliation shopping" or strategic inflation of institutional credit, ensuring that affiliations accurately reflect substantive partnerships.
With a Z-score of -0.137, the institution's rate of retracted output is statistically aligned with the national average of -0.088. This demonstrates a level of risk that is normal and expected for its context and size. Retractions are complex events, and this score indicates that the institution's pre-publication quality control and post-publication supervision mechanisms are functioning at a standard comparable to its national peers, showing no evidence of systemic failures or a culture that would permit recurring malpractice.
The institution's Z-score of -0.229 for self-citation is higher than the national average of -0.673, signaling an incipient vulnerability that warrants review before it escalates. While a certain level of self-citation is natural and reflects the continuity of established research lines, this slight elevation compared to peers could be an early indicator of a trend towards scientific isolation or an "echo chamber." It is advisable to monitor this metric to ensure the institution's academic influence remains validated by broad external scrutiny rather than being disproportionately sustained by internal dynamics.
The institution demonstrates exceptional performance with a Z-score of -0.475, a value even lower than the very low-risk national average of -0.436. This signifies a state of total operational silence in this area, reflecting a highly effective due diligence process for selecting publication venues. This proactive approach ensures that scientific production is not channeled through media failing to meet international ethical or quality standards, thereby protecting the institution from severe reputational risks and avoiding the waste of resources on 'predatory' or low-quality practices.
The institution's Z-score of 0.087, while at a medium risk level, is significantly lower than the national average of 0.587. This indicates a differentiated management strategy that successfully moderates a risk that is more common nationally. This controlled approach to hyper-authorship suggests a conscious effort to ensure that extensive author lists correspond to necessary massive collaborations rather than devolving into practices like 'honorary' authorship. By doing so, the institution promotes greater individual accountability and transparency, which can be diluted by author list inflation.
With a Z-score of -0.077, the institution shows a healthy and sustainable balance between the impact of its overall output and that of the research it leads, contrasting sharply with the medium-risk national average of 0.147. This performance demonstrates strong institutional resilience, indicating that its scientific prestige is built upon genuine internal capacity and intellectual leadership. Unlike the national trend, which suggests a greater dependency on external partners for impact, the institution's profile reflects a structural and endogenous model of academic excellence.
The institution presents an exceptionally low Z-score of -1.413, marking a complete absence of risk signals in an area where the national average (-0.155) is already low. This low-profile consistency aligns with the national standard while significantly exceeding it, pointing to a robust institutional culture that prioritizes substantive intellectual contribution over sheer publication volume. The data confirms that practices which challenge the limits of human capacity for meaningful research, such as coercive authorship or assigning credit without real participation, are not a concern, reinforcing the integrity of its scientific record.
The institution's Z-score of -0.268 is in near-perfect alignment with the national average of -0.262, reflecting a state of integrity synchrony within an environment of maximum scientific security. This demonstrates that the institution avoids excessive dependence on its in-house journals, thereby mitigating potential conflicts of interest and risks of academic endogamy. By prioritizing independent, external peer review for its scientific output, the institution ensures its work is validated through standard competitive processes and achieves greater global visibility.
The institution's Z-score of 0.165 places it at a medium risk level, a moderate deviation from the low-risk national average of -0.155. This suggests a greater sensitivity to risk factors associated with redundant publication, or 'salami slicing,' than its national peers. A high rate of massive and recurring bibliographic overlap between publications can indicate a practice of fragmenting a coherent study into minimal publishable units to artificially inflate productivity. This trend warrants internal review, as it risks distorting the available scientific evidence and prioritizing publication volume over the generation of significant new knowledge.
