Sultan Idris University of Education

Region/Country

Asiatic Region
Malaysia
Universities and research institutions

Overall

0.818

Integrity Risk

medium

Indicators relating to the period 2020-2024

Indicator University Z-score Average country Z-score
Multi-affiliation
-0.548 0.097
Retracted Output
0.136 0.676
Institutional Self-Citation
1.474 0.001
Discontinued Journals Output
4.941 1.552
Hyperauthored Output
-0.574 -0.880
Leadership Impact Gap
-1.861 -0.166
Hyperprolific Authors
-0.699 0.121
Institutional Journal Output
-0.268 1.103
Redundant Output
-0.230 0.143
0 represents the global average
AI-generated summary report

EXECUTIVE SUMMARY AND STRATEGIC VISION

Sultan Idris University of Education demonstrates a solid overall performance with a score of 0.818, reflecting a profile of significant strengths counterbalanced by specific, high-priority areas for improvement. The institution exhibits remarkable resilience and integrity in several key areas, maintaining very low risk in intellectual leadership (Gap between Impact of total output and the impact of output with leadership) and publication in institutional journals, and effectively mitigating national trends related to multiple affiliations, hyperprolific authorship, and redundant publications. However, this positive outlook is critically challenged by a significant risk in the rate of publications in discontinued journals and a high exposure to institutional self-citation. These vulnerabilities directly threaten the university's mission "to generate and foster knowledge through teaching, research, publication, consultancy and community services," as channeling research into low-quality venues and creating citation 'echo chambers' can undermine the credibility and impact of its scholarly contributions. These risks stand in contrast to the institution's clear thematic strengths, evidenced by its Top 10 national rankings in Arts and Humanities, Computer Science, Engineering, and Social Sciences according to SCImago Institutions Rankings data. To fully leverage these academic strongholds and align its practices with its mission of excellence, a strategic focus on enhancing publication due diligence and promoting broader external validation of its research is essential.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution presents a Z-score of -0.548, contrasting with the national average of 0.097. This comparison suggests a high degree of institutional resilience, where internal control mechanisms appear to successfully mitigate systemic risks that are more prevalent at the national level. While multiple affiliations can be legitimate, the university's lower-than-average rate indicates that it is effectively avoiding practices that could be perceived as strategic attempts to inflate institutional credit or “affiliation shopping,” thereby maintaining a clear and transparent representation of its collaborative footprint.

Rate of Retracted Output

With a Z-score of 0.136, the institution operates below the national average of 0.676, both of which fall within a medium-risk context. This indicates a differentiated management approach, where the university moderates the risk of retractions more effectively than its national peers. Retractions are complex events, and a high rate can suggest systemic failures in pre-publication quality control. In this case, the institution's relative control over this indicator points to more robust supervision and integrity mechanisms, although the presence of any signal warrants ongoing attention to prevent recurring malpractice or a lack of methodological rigor.

Rate of Institutional Self-Citation

The institution's Z-score of 1.474 is significantly higher than the national average of 0.001, highlighting a high exposure to this risk factor. Although both scores are within a medium-risk band, the university is far more prone to this behavior than its environment. A certain level of self-citation is natural, reflecting the continuity of research lines. However, this disproportionately high rate signals a potential 'echo chamber' where the institution validates its own work without sufficient external scrutiny. This trend warns of the risk of endogamous impact inflation, suggesting that the institution's academic influence may be oversized by internal dynamics rather than by recognition from the global scientific community.

Rate of Output in Discontinued Journals

The institution exhibits a critical Z-score of 4.941, a figure that starkly accentuates the vulnerability already present in the national system (Z-score of 1.552). This indicates that the university is not merely reflecting a national trend but is a significant outlier, amplifying the risk. A high proportion of publications in discontinued journals is a critical alert regarding due diligence in selecting dissemination channels. This score suggests that a significant portion of the university's scientific production is being channeled through media that do not meet international ethical or quality standards, exposing the institution to severe reputational risks and indicating an urgent need for information literacy to avoid wasting resources on 'predatory' or low-quality practices.

Rate of Hyper-Authored Output

The institution's Z-score of -0.574, while slightly higher than the national average of -0.880, points to an incipient vulnerability within a low-risk context. Both scores are low, but the university shows slightly more activity in this area. In fields outside of 'Big Science,' extensive author lists can indicate author list inflation, diluting individual accountability. While the current level is not alarming, this subtle signal warrants review to ensure that all authorship is based on meaningful contributions and to prevent the escalation of 'honorary' or political authorship practices.

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

The institution demonstrates a significant strength with a Z-score of -1.861, which is substantially lower than the national average of -0.166. This reflects a low-profile consistency, where the absence of risk signals is even more pronounced than the national standard. A wide positive gap can signal that an institution's prestige is dependent on external partners. Conversely, this very low, negative score indicates that the impact of research led by the university's own authors is robust and self-sufficient. This is a clear sign of strong internal capacity and intellectual leadership, suggesting that its scientific excellence is structural and sustainable, not merely the result of strategic positioning in external collaborations.

Rate of Hyperprolific Authors

With a Z-score of -0.699, the institution shows strong performance compared to the national average of 0.121. This demonstrates institutional resilience, as its control mechanisms appear to effectively mitigate the risks of hyperprolificity that are more common nationally. While high productivity can be legitimate, extreme publication volumes can challenge the limits of meaningful intellectual contribution. The university's low score indicates it is successfully avoiding potential imbalances between quantity and quality, steering clear of risks such as coercive authorship or the assignment of authorship without real participation, thereby prioritizing the integrity of the scientific record.

Rate of Output in Institutional Journals

The institution's Z-score of -0.268 is exceptionally low, especially when compared to the national average of 1.103. This signals a state of preventive isolation, where the university does not replicate the risk dynamics observed in its environment. While in-house journals can be valuable, excessive dependence on them raises conflicts of interest. The university's minimal reliance on such channels demonstrates a commitment to independent external peer review, which enhances the global visibility and competitive validation of its research. This practice effectively avoids the risk of academic endogamy and the use of internal channels as 'fast tracks' to inflate productivity without standard scrutiny.

Rate of Redundant Output

The institution's Z-score of -0.230 is well below the national average of 0.143, indicating a profile of institutional resilience. The university's control mechanisms appear to effectively mitigate the risk of redundant publications, a practice more common in the national context. Massive bibliographic overlap between publications often indicates data fragmentation or 'salami slicing' to artificially inflate productivity. The institution's low score suggests a commendable focus on publishing complete, significant studies rather than dividing work into minimal publishable units, thereby upholding the integrity of the scientific evidence base.

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