| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.370 | 0.097 |
|
Retracted Output
|
-0.202 | 0.676 |
|
Institutional Self-Citation
|
-0.685 | 0.001 |
|
Discontinued Journals Output
|
2.908 | 1.552 |
|
Hyperauthored Output
|
-1.077 | -0.880 |
|
Leadership Impact Gap
|
-0.559 | -0.166 |
|
Hyperprolific Authors
|
-1.056 | 0.121 |
|
Institutional Journal Output
|
-0.268 | 1.103 |
|
Redundant Output
|
0.871 | 0.143 |
The University of Kuala Lumpur demonstrates a robust overall scientific integrity profile, reflected in a low global risk score of 0.279. The institution exhibits commendable control over most potential vulnerabilities, consistently outperforming national averages in areas such as hyperprolific authorship, institutional self-citation, and multiple affiliations. This strong governance underpins its notable research strengths, particularly in key thematic areas where it ranks within the national Top 15 according to SCImago Institutions Rankings data, including Agricultural and Biological Sciences (7th), Medicine (10th), and Chemistry (12th). However, this solid foundation is undermined by two critical alerts: a significant rate of publication in discontinued journals and a high exposure to redundant output. These practices directly conflict with the university's mission "to produce enterprising global technopreneurs," as they suggest a lack of global awareness and prioritize publication volume over the innovative, high-quality knowledge required for entrepreneurship. To fully align its scientific practices with its strategic vision, the university should urgently address these vulnerabilities, thereby safeguarding its reputation and ensuring its research contributes meaningfully to the global landscape.
The University shows a Z-score of -0.370, well below the national average of 0.097. This indicates effective institutional resilience, as control mechanisms appear to successfully mitigate the systemic risks of affiliation inflation observed nationally. While multiple affiliations can be a legitimate result of partnerships, the university's low rate suggests that it is not engaging in strategic attempts to inflate institutional credit or “affiliation shopping,” maintaining a clear and transparent representation of its collaborative footprint.
With a Z-score of -0.202, significantly lower than the national average of 0.676, the institution demonstrates strong institutional resilience against the factors leading to retractions. Retractions are complex events, but a rate significantly higher than the global average can suggest systemic failures in quality control. The university's low score indicates that its pre-publication review and supervision mechanisms are robust, effectively filtering out potential malpractice or methodological flaws and upholding a culture of integrity that aligns with responsible scientific practice.
The institution's Z-score of -0.685 is substantially lower than the national Z-score of 0.001, highlighting its capacity to mitigate the risk of academic insularity that is more prevalent in the country. A certain level of self-citation is natural, but the university's very low rate demonstrates that it avoids the 'echo chambers' that can lead to endogamous impact inflation. This suggests the institution's academic influence is validated by the broader global community rather than being oversized by internal dynamics, reflecting healthy external engagement.
The institution's Z-score of 2.908 is a critical alert, significantly exceeding the national average of 1.552. This suggests the university is not only exposed to but actively amplifies the national vulnerability of publishing in questionable outlets. This high rate constitutes a critical alert regarding due diligence in selecting dissemination channels. It indicates that a significant portion of scientific production is being channeled through media that do not meet international ethical or quality standards, exposing the institution to severe reputational risks and suggesting an urgent need for information literacy to avoid wasting resources on 'predatory' or low-quality practices.
The University maintains a Z-score of -1.077, which is even lower than the already low national average of -0.880. This prudent profile indicates that the institution manages its authorship practices with more rigor than the national standard. The university's low score suggests a healthy aversion to author list inflation, thereby promoting individual accountability and transparency and effectively distinguishing necessary collaboration from questionable 'honorary' or political authorship practices.
With a Z-score of -0.559, which is notably lower than the national average of -0.166, the institution demonstrates a prudent and sustainable approach to its research impact. A wide positive gap can signal a dependency on external partners for prestige. The university's negative score indicates that the impact of research led by its own authors is strong, suggesting that its scientific prestige is structural and internally driven. This reflects a high degree of real internal capacity and intellectual leadership in its collaborations.
The institution's Z-score of -1.056 stands in stark contrast to the national average of 0.121, demonstrating a state of preventive isolation from national trends toward hyperprolificacy. This indicates the university does not replicate the risk dynamics observed in its environment. While high productivity can be legitimate, extreme individual publication volumes challenge the limits of meaningful contribution. The university's very low score signals a healthy balance between quantity and quality, effectively avoiding risks such as coercive authorship or the assignment of authorship without real participation.
The university's Z-score of -0.268 is significantly below the national average of 1.103, showing that it effectively isolates itself from the risks of academic endogamy prevalent in the country. In-house journals can raise conflicts of interest, but the institution's minimal reliance on them indicates that its scientific production is consistently subjected to independent external peer review. This practice enhances global visibility and confirms that internal channels are not being used as 'fast tracks' to inflate CVs without standard competitive validation.
With a Z-score of 0.871, the institution shows a higher rate of redundant output compared to the national average of 0.143. This indicates a high exposure to this particular risk, suggesting the center is more prone to showing alert signals than its environment. Massive and recurring bibliographic overlap between simultaneous publications usually indicates data fragmentation or 'salami slicing'—the practice of dividing a coherent study into minimal publishable units to artificially inflate productivity. This value serves as a warning that such practices may be distorting the scientific record and prioritizing volume over the generation of significant new knowledge.