South East Technological University

Region/Country

Western Europe
Ireland
Universities and research institutions

Overall

0.036

Integrity Risk

medium

Indicators relating to the period 2020-2024

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
0 represents the global average
AI-generated summary report

EXECUTIVE SUMMARY AND STRATEGIC VISION

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.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

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.

Rate of Retracted Output

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.

Rate of Institutional Self-Citation

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.

Rate of Output in Discontinued Journals

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.

Rate of Hyper-Authored Output

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.

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

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.

Rate of Hyperprolific Authors

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.

Rate of Output in Institutional Journals

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.

Rate of Redundant Output

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.

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