| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.533 | 0.431 |
|
Retracted Output
|
1.469 | -0.156 |
|
Institutional Self-Citation
|
-0.589 | -0.509 |
|
Discontinued Journals Output
|
-0.276 | -0.380 |
|
Hyperauthored Output
|
-0.526 | 0.181 |
|
Leadership Impact Gap
|
-0.646 | -0.016 |
|
Hyperprolific Authors
|
-1.413 | -0.414 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
-0.808 | -0.114 |
South East Technological University demonstrates a robust and commendable scientific integrity profile, reflected in an overall risk score of 0.036. The institution's performance is characterized by exceptional control over practices that could inflate productivity metrics, with very low risk signals in the rates of Hyperprolific Authors, Redundant Output, and Output in Institutional Journals. This foundation of integrity is a significant asset. However, a critical vulnerability has been identified in the Rate of Retracted Output, which stands as a significant outlier and requires immediate strategic attention. The University's academic strengths are evident in its national leadership, with SCImago Institutions Rankings placing it in the top 10 for Ireland in key areas such as Business, Management and Accounting; Computer Science; Economics, Econometrics and Finance; and Psychology. This strong research positioning aligns with its mission to be "demonstrably excellent, leading, and ambitious." Yet, the high rate of retractions directly challenges the mission's commitment to "guaranteeing the quality of all of our activities." To fully realize its vision, the University should leverage its solid integrity framework to address this specific weakness, thereby ensuring that its pursuit of excellence is built upon an unshakeable foundation of quality and rigor.
The institution presents a Z-score of -0.533, contrasting with the national average of 0.431. This indicates a high degree of institutional resilience, as the University successfully mitigates systemic risks that are more prevalent across the country. While multiple affiliations can be a legitimate outcome of collaboration, the national context shows a moderate tendency towards practices that might inflate institutional credit. The University’s low score suggests that its internal governance and affiliation policies are effective, ensuring that collaborative efforts are transparent and accurately credited, thereby acting as a control mechanism against the broader national trend.
With a Z-score of 1.469, the institution shows a significant and concerning deviation from the national average of -0.156. This severe discrepancy highlights an atypical level of risk activity that warrants a deep integrity assessment. Retractions are complex events, but a rate this far above the national and global average is a critical alert. It suggests that the quality control mechanisms prior to publication may be failing systemically. This is not merely about isolated errors; it points to a potential vulnerability in the institution's integrity culture, indicating possible recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management to protect its academic reputation.
The institution's Z-score of -0.589 is slightly below the national average of -0.509, reflecting a prudent profile in its citation practices. This demonstrates that the University manages its processes with more rigor than the national standard. A certain level of self-citation is natural, but the institution's lower-than-average rate indicates a healthy engagement with the broader scientific community and a reduced risk of creating 'echo chambers'. This suggests that the institution's academic influence is validated by external scrutiny rather than being inflated by internal dynamics, reinforcing its commitment to objective, globally recognized impact.
The institution's Z-score of -0.276, while low, represents a slight divergence from the national Z-score of -0.380. This indicates that while the risk is minimal, the University shows faint signals of activity in an area where the rest of the country is almost entirely inert. A presence in discontinued journals, however sporadic, can be a critical alert regarding due diligence in selecting publication venues. This minor signal suggests a need to reinforce information literacy among researchers to ensure all scientific output is channeled through media that meet international ethical and quality standards, thus avoiding any potential reputational risk or waste of resources.
With a Z-score of -0.526, the institution effectively counters the national trend, which stands at a Z-score of 0.181. This performance demonstrates strong institutional resilience, as control mechanisms appear to successfully mitigate the systemic risks of authorship inflation observed at the country level. While extensive author lists are legitimate in some 'Big Science' fields, the University's low score suggests that it maintains clear and transparent authorship criteria across disciplines. This serves as a positive signal that the institution promotes individual accountability and discourages 'honorary' or political authorship practices.
The institution's Z-score of -0.646 is significantly lower than the national average of -0.016, indicating a prudent and sustainable profile of scientific impact. This result suggests the University manages its research leadership with more rigor than the national standard. A wide positive gap can signal a dependency on external partners for prestige, but this institution's score indicates the opposite: its scientific impact is strongly linked to research where it exercises intellectual leadership. This reflects a robust internal capacity for generating high-quality work, ensuring its reputation for excellence is structural and self-sustained, not merely a result of strategic positioning in external collaborations.
The institution's Z-score of -1.413 is exceptionally low, positioning it well below the already low national average of -0.414. This result demonstrates a low-profile consistency, where the complete absence of risk signals aligns with and even surpasses the national standard. This lack of hyperprolific authors strongly suggests a research culture that prioritizes quality and meaningful intellectual contribution over sheer volume. It indicates a healthy balance that avoids the risks associated with extreme productivity, such as coercive authorship or the assignment of credit without real participation, thereby upholding the integrity of the scientific record.
The institution's Z-score of -0.268 is identical to the national average, reflecting perfect integrity synchrony with its environment. This total alignment in an area of maximum scientific security shows a clear commitment to external validation. By avoiding dependence on in-house journals, the University mitigates any potential conflicts of interest where it might act as both judge and party. This practice ensures its scientific production consistently undergoes independent external peer review, which is fundamental for achieving global visibility and competitive validation, rather than using internal channels as potential 'fast tracks' for publication.
With a Z-score of -0.808, the institution demonstrates an almost complete absence of redundant publications, a figure significantly better than the national average of -0.114. This low-profile consistency shows that the institution's research practices are in line with a low-risk national standard. The data strongly suggests that the University's researchers focus on producing coherent, significant studies rather than engaging in 'salami slicing'—the practice of fragmenting work into minimal publishable units to artificially inflate productivity. This commitment to substance over volume reinforces the integrity of the scientific evidence it produces and respects the academic review system.