| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.361 | 0.097 |
|
Retracted Output
|
-0.108 | 0.676 |
|
Institutional Self-Citation
|
1.094 | 0.001 |
|
Discontinued Journals Output
|
1.740 | 1.552 |
|
Hyperauthored Output
|
-1.121 | -0.880 |
|
Leadership Impact Gap
|
0.726 | -0.166 |
|
Hyperprolific Authors
|
-0.868 | 0.121 |
|
Institutional Journal Output
|
2.149 | 1.103 |
|
Redundant Output
|
2.381 | 0.143 |
The Technical University of Malaysia, Melaka (UTeM) presents a scientific integrity profile characterized by a commendable control over authorship and quality assurance protocols, juxtaposed with notable vulnerabilities in its publication and citation strategies. With an overall score of 0.561, the institution demonstrates significant strengths in areas such as the Rate of Hyper-Authored Output, Rate of Retracted Output, and Rate of Hyperprolific Authors, suggesting robust internal governance. However, medium-risk indicators in Institutional Self-Citation, Output in Discontinued Journals, and Redundant Output signal a tendency towards academic insularity and a focus on publication volume that may compromise research quality. These challenges contrast with the university's strong academic positioning, particularly in key areas identified by the SCImago Institutions Rankings, including Mathematics (ranked 12th nationally), Computer Science (14th), and Engineering (18th). This dichotomy poses a direct challenge to its mission of promoting "innovative... research" and developing leaders with "impeccable moral values." The observed risks of endogamy and metric-driven publication practices could undermine the credibility of its scholarship and the ethical foundation it aims to instill. To fully align its operational practices with its strategic vision, UTeM is encouraged to foster a culture that prioritizes external validation and impactful dissemination, thereby ensuring its contributions are both innovative and globally recognized for their integrity.
The institution's Z-score of -0.361 contrasts favorably with the national average of 0.097. This indicates a high degree of institutional resilience, as UTeM effectively mitigates systemic risks that are more prevalent across the country. While multiple affiliations can be a legitimate outcome of collaboration, the university’s low score suggests that its control mechanisms are successful in preventing strategic "affiliation shopping" designed to artificially inflate institutional credit. This prudent management of affiliations reinforces the transparency and accuracy of its research footprint.
With a Z-score of -0.108, the institution demonstrates a stronger performance than the national average of 0.676. This suggests that UTeM's internal quality control mechanisms are functioning as an effective filter against the systemic risks observed at the national level. A low rate of retractions is a positive sign of responsible supervision and methodological rigor. Unlike the broader national context, which shows a higher vulnerability, the university's performance indicates that its pre-publication review processes are robust, preventing the kind of recurring errors or malpractice that can lead to a high volume of retracted work.
The institution registers a Z-score of 1.094, which is significantly higher than the national average of 0.001, despite both being in the medium-risk category. This result points to a high exposure to this risk factor, suggesting the university is more prone to insular citation practices than its national peers. A certain level of self-citation is natural, but this elevated rate warns of potential 'echo chambers' where research is validated internally without sufficient external scrutiny. This dynamic risks creating an endogamous impact, where the institution's perceived academic influence is inflated by internal citation loops rather than by genuine recognition from the global scientific community.
The institution's Z-score of 1.740 is higher than the national average of 1.552, indicating a greater institutional exposure to this risk. This pattern suggests that UTeM is more susceptible than its peers to channeling research into publication venues that do not meet international ethical or quality standards. A high proportion of output in such journals is a critical alert regarding the due diligence applied in selecting dissemination channels. This vulnerability not only exposes the institution to severe reputational risks but also points to an urgent need to enhance information literacy among its researchers to avoid wasting resources on predatory or low-quality publishing practices.
The institution exhibits an exceptionally low Z-score of -1.121, well below the country's already low score of -0.880. This demonstrates a low-profile consistency, where the complete absence of risk signals aligns with and even surpasses the national standard. This result reflects strong institutional governance over authorship, ensuring that author lists are a credible reflection of contribution. By effectively preventing author list inflation, UTeM promotes individual accountability and transparency, distinguishing its practices from the 'honorary' or political authorships that can dilute the value of scientific work.
With a Z-score of 0.726, the institution shows a moderate deviation from the national standard, which stands at a low-risk score of -0.166. This gap indicates a greater sensitivity to risk factors related to research dependency. The positive score suggests that a significant portion of the institution's citation impact comes from publications where it does not hold intellectual leadership. This signals a potential sustainability risk, as its scientific prestige appears to be more exogenous and dependent on external partners rather than being built on its own structural capacity. This invites a strategic reflection on how to foster more internally-led, high-impact research.
The institution's Z-score of -0.868 is markedly lower than the national average of 0.121. This demonstrates strong institutional resilience, as UTeM appears to have effective control mechanisms that mitigate the systemic risks of hyper-productivity observed nationally. While high productivity can be legitimate, the university's low score suggests a healthy balance between quantity and quality. This indicates that its oversight is sufficient to prevent potential integrity risks such as coercive authorship or the prioritization of metrics over the substance of the scientific record, which can arise from extreme individual publication volumes.
The institution's Z-score of 2.149 is substantially higher than the national average of 1.103, signaling a high exposure to the risks associated with in-house publishing. This elevated dependence on its own journals raises significant conflict-of-interest concerns, as the institution acts as both judge and party in the publication process. This practice creates a serious risk of academic endogamy, where research may bypass rigorous, independent peer review. Such a strategy limits the global visibility of its scholarship and may indicate the use of internal channels as 'fast tracks' to inflate publication counts without standard competitive validation.
The institution presents a Z-score of 2.381, a figure that dramatically exceeds the national average of 0.143. This extremely high exposure is a critical alert for the practice of 'salami slicing.' The score strongly suggests a pattern of fragmenting coherent studies into minimal publishable units to artificially inflate productivity metrics. This practice not only distorts the scientific evidence available to the community but also overburdens the peer-review system. It points to a culture that may prioritize the volume of publications over the generation of significant, novel knowledge, which is a core tenet of scientific integrity.
