| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.182 | 0.097 |
|
Retracted Output
|
0.493 | 0.676 |
|
Institutional Self-Citation
|
-1.147 | 0.001 |
|
Discontinued Journals Output
|
0.528 | 1.552 |
|
Hyperauthored Output
|
-0.056 | -0.880 |
|
Leadership Impact Gap
|
3.099 | -0.166 |
|
Hyperprolific Authors
|
1.622 | 0.121 |
|
Institutional Journal Output
|
-0.268 | 1.103 |
|
Redundant Output
|
-0.510 | 0.143 |
The International Medical University demonstrates a solid performance in scientific integrity, marked by exceptional strengths in key areas of research ethics, alongside specific, addressable vulnerabilities. The institution's profile is characterized by a commendable absence of risk in practices related to academic endogamy, such as institutional self-citation and publishing in its own journals, and a very low incidence of redundant publications. However, areas requiring strategic attention include a medium-risk level for retracted output, publication in discontinued journals, a high rate of hyperprolific authors, and a significant gap between its overall research impact and the impact of work where it holds intellectual leadership. These findings are contextualized by the university's strong national standing in key thematic areas, as evidenced by SCImago Institutions Rankings data, particularly in Dentistry (ranked 3rd in Malaysia), Pharmacology, Toxicology and Pharmaceutics (4th), and its notable positions in Medicine and Biochemistry. While these rankings affirm its role as a "centre of excellence," the identified risks, especially those concerning publication quality and intellectual leadership, could challenge its mission to train professionals with "high ethical standards." Addressing these vulnerabilities will be crucial to ensure that its pursuit of excellence is built upon a foundation of sustainable, internally-driven, and ethically sound research, thereby fully realizing its commitment to improving the quality of life for the community.
The institution presents a Z-score of -0.182, contrasting with the national average of 0.097. This indicates a high degree of institutional resilience, as its control mechanisms appear to effectively mitigate systemic risks that are more prevalent at the country level. While multiple affiliations can be a legitimate outcome of collaboration, disproportionately high rates can signal strategic attempts to inflate institutional credit. The university’s prudent profile suggests that its policies or culture successfully prevent such "affiliation shopping," maintaining a clear and transparent representation of its collaborative footprint and ensuring that institutional credit is claimed appropriately, a standard not as consistently met across the national landscape.
With a Z-score of 0.493, the institution's rate of retracted output is a point of concern, although it reflects a more controlled situation compared to the national average of 0.676. This suggests a differentiated management approach that moderates a risk common within the country. Retractions are complex; a high rate can suggest that pre-publication quality control mechanisms are failing systemically. While the university's score is lower than the national average, its medium-risk classification indicates a vulnerability in its integrity culture. This warrants a qualitative review by management to reinforce methodological rigor and prevent recurring malpractice, ensuring that its commitment to quality is upheld from peer review through to publication.
The institution exhibits an exceptionally low Z-score of -1.147 in institutional self-citation, positioning it in a state of preventive isolation from the risk dynamics observed nationally (Z-score: 0.001). A certain level of self-citation is natural, but high rates can signal 'echo chambers' where work is validated without sufficient external scrutiny. The university's score demonstrates a robust connection to the global scientific community, actively avoiding the risk of endogamous impact inflation. This practice ensures that its academic influence is a true reflection of international recognition rather than being oversized by internal dynamics, a clear strength compared to the broader national environment.
The university's Z-score for publications in discontinued journals is 0.528, indicating a medium-level risk that is, however, managed more effectively than the national trend (Z-score: 1.552). This pattern suggests a differentiated management approach that moderates a common national vulnerability. A high proportion of output in such journals is a critical alert regarding due diligence in selecting dissemination channels, exposing an institution to severe reputational risks from 'predatory' or low-quality practices. While the university is not immune to this issue, its more contained score indicates that its information literacy and quality control measures are more robust than the national standard, though continued vigilance is necessary to protect its research investment.
The institution's Z-score of -0.056, while low, is slightly higher than the national average of -0.880, signaling an incipient vulnerability that warrants review. Although extensive author lists are legitimate in 'Big Science,' their appearance in other contexts can indicate author list inflation, which dilutes individual accountability. The university's slightly elevated signal, relative to its national peers, suggests a need to proactively examine its authorship practices. This would ensure that all collaborations are transparent and that credit is assigned based on meaningful contributions, preventing any potential escalation toward 'honorary' or political authorship practices.
The institution shows a Z-score of 3.099 in this indicator, a moderate deviation that highlights a greater sensitivity to this risk factor compared to its national peers, who average a Z-score of -0.166. A very wide positive gap, as seen here, signals a sustainability risk where scientific prestige appears dependent and exogenous, not structural. This suggests that while the university participates in high-impact research, its own intellectual leadership in these collaborations may be limited. This finding invites a critical reflection on whether its excellence metrics result from genuine internal capacity or from strategic positioning in partnerships where it does not drive the core scientific direction.
With a Z-score of 1.622, the institution demonstrates high exposure to risks associated with hyperprolific authors, a rate significantly more pronounced than the national average of 0.121. Extreme individual publication volumes often challenge the limits of human capacity for meaningful intellectual contribution and can point to imbalances between quantity and quality. This high indicator alerts to potential risks such as coercive authorship, data fragmentation, or authorship assigned without real participation. The university's heightened score suggests a potential systemic pressure that prioritizes metrics over the integrity of the scientific record, a dynamic that requires immediate review and intervention.
The university's Z-score of -0.268 is exceptionally low, indicating a state of preventive isolation from the national trend, where the average Z-score is 1.103. Excessive dependence on in-house journals can raise conflicts of interest and lead to academic endogamy by bypassing independent external peer review. The institution's minimal reliance on its own journals is a testament to its commitment to global standards and competitive validation. This practice enhances its international visibility and reinforces the credibility of its research output, demonstrating a clear divergence from the riskier, more insular practices observed elsewhere in the country.
The institution shows a Z-score of -0.510, a very low value that demonstrates a clear preventive isolation from the national environment, which has a medium-risk average Z-score of 0.143. Massive bibliographic overlap between publications often indicates 'salami slicing'—the practice of dividing a single study into minimal publishable units to artificially inflate productivity. The university's extremely low score signifies a strong institutional culture that prioritizes the publication of significant, coherent new knowledge over sheer volume. This ethical stance not only upholds the integrity of the scientific evidence base but also respects the resources of the peer review system.
