| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.437 | 0.097 |
|
Retracted Output
|
0.202 | 0.676 |
|
Institutional Self-Citation
|
0.084 | 0.001 |
|
Discontinued Journals Output
|
1.255 | 1.552 |
|
Hyperauthored Output
|
-1.039 | -0.880 |
|
Leadership Impact Gap
|
-0.088 | -0.166 |
|
Hyperprolific Authors
|
-0.004 | 0.121 |
|
Institutional Journal Output
|
2.125 | 1.103 |
|
Redundant Output
|
0.004 | 0.143 |
The University of Science, Malaysia demonstrates a solid performance profile, characterized by significant thematic leadership and a robust capacity to mitigate certain national-level risks, while also showing specific vulnerabilities that require strategic attention. The institution's primary strengths lie in its effective control over hyper-prolific authorship and its prudent management of authorship list sizes, reflecting a culture that values substantive contribution. However, areas of high exposure, particularly in institutional self-citation, multiple affiliations, and output in its own journals, suggest a tendency towards academic endogamy that could challenge its global positioning. According to SCImago Institutions Rankings data, the university holds a premier national standing, ranking #1 in Malaysia in critical fields such as Business, Management and Accounting; Medicine; Social Sciences; and Economics, Econometrics and Finance. This academic excellence is central to its mission of empowering talents and transforming society. To fully align its operational integrity with this ambitious vision, the university should address the identified risks of insularity, as they could undermine the external validation and global collaboration essential for pioneering, transdisciplinary research and ensuring its socio-economic impact is both credible and far-reaching. By leveraging its clear strengths in research governance to address these vulnerabilities, the University of Science, Malaysia can further solidify its role as a leading institution committed to both excellence and unimpeachable scientific integrity.
The institution presents a Z-score of 0.437 in this indicator, notably higher than the national average of 0.097. This result suggests the university is more exposed than its national peers to practices involving multiple institutional credits. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the university's higher rate signals a potential vulnerability. It points to a greater tendency toward strategic affiliations that could be perceived as attempts to inflate institutional credit or "affiliation shopping." This pattern warrants a review to ensure that all affiliations reflect substantive collaboration and contribute meaningfully to the university's research ecosystem.
With a Z-score of 0.202, the institution demonstrates a more controlled environment regarding retracted publications compared to the national average of 0.676. This indicates a differentiated and effective management of pre-publication quality control. Retractions can stem from honest errors or systemic failures, and the university's lower rate suggests its integrity mechanisms are more robust than the national standard. This performance reflects a responsible supervisory culture that successfully minimizes the type of recurring malpractice or lack of methodological rigor that can lead to a high volume of retractions, thereby protecting its scientific reputation.
The university's Z-score for institutional self-citation is 0.084, which is significantly above the national average of 0.001. This indicates a high exposure to internal citation dynamics compared to the rest of the country. A certain level of self-citation is natural, reflecting the continuity of established research lines. However, this disproportionately high rate signals a concerning risk of scientific isolation or the formation of an 'echo chamber.' Such a pattern suggests that the institution's academic influence may be oversized by internal validation rather than broader recognition from the global community, potentially creating an endogamous impact that lacks sufficient external scrutiny.
The institution shows a Z-score of 1.255 for publications in discontinued journals, a figure that is below the national average of 1.552. This reflects a more effective management of publication channels, moderating a risk that appears more common across the country. A high proportion of output in such journals can be a critical alert regarding due diligence, but the university's comparatively lower score suggests a stronger institutional awareness in selecting reputable dissemination venues. This practice helps avoid the severe reputational risks associated with 'predatory' or low-quality publishing and indicates a more informed approach to scholarly communication.
With a Z-score of -1.039, the institution maintains a more prudent profile in hyper-authored publications than the national standard, which has a score of -0.880. This demonstrates rigorous management of authorship practices. While extensive author lists are legitimate in 'Big Science' fields, their appearance elsewhere can indicate author list inflation. The university's lower score suggests it is successfully distinguishing between necessary massive collaboration and questionable 'honorary' authorship, thereby promoting greater individual accountability and transparency in its research contributions.
The institution's Z-score for this indicator is -0.088, which, while low, is higher than the national average of -0.166. This subtle difference points to an incipient vulnerability. A negative score is positive, indicating that research led by the institution has a higher impact than its overall output. However, since its score is closer to zero than the country's, it suggests a slightly greater reliance on external partners for high-impact publications. This serves as an early signal that while current performance is strong, reinforcing internal intellectual leadership is key to ensuring its scientific prestige is structural and sustainable, rather than dependent on exogenous collaborations.
The university exhibits a Z-score of -0.004, positioning it in a low-risk category, in contrast to the national average of 0.121, which falls into a medium-risk level. This demonstrates significant institutional resilience, as its control mechanisms appear to effectively mitigate systemic risks present in the country. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may point to risks like coercive authorship or 'salami slicing.' The university's ability to maintain a low-risk profile in a higher-risk national context indicates a healthy research culture that successfully balances productivity with the integrity of the scientific record.
With a Z-score of 2.125, the university shows a significantly higher rate of publication in its own journals compared to the national average of 1.103. This high exposure points to a potential conflict of interest, where the institution acts as both judge and party in the scientific validation process. This heavy reliance on in-house journals creates a risk of academic endogamy, where research might bypass independent external peer review. This practice can limit the global visibility and competitive validation of its scientific output, and may suggest the use of internal channels as 'fast tracks' to inflate publication metrics.
The institution's Z-score for redundant output is 0.004, markedly lower than the national average of 0.143. This indicates a differentiated management approach that effectively moderates a risk more prevalent in the country. Massive bibliographic overlap between publications often points to 'salami slicing,' where studies are fragmented to artificially inflate productivity. The university's lower score is a positive signal that it fosters a research environment that prioritizes the generation of significant new knowledge over the distortion of scientific evidence for metric-based gains.