| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.419 | 0.589 |
|
Retracted Output
|
-0.409 | 0.666 |
|
Institutional Self-Citation
|
1.775 | 0.027 |
|
Discontinued Journals Output
|
0.258 | 0.411 |
|
Hyperauthored Output
|
-0.965 | -0.864 |
|
Leadership Impact Gap
|
2.061 | 0.147 |
|
Hyperprolific Authors
|
0.521 | -0.403 |
|
Institutional Journal Output
|
-0.268 | -0.243 |
|
Redundant Output
|
0.098 | -0.139 |
The University of Asia Pacific presents a balanced scientific integrity profile, with an overall risk score of 0.061 that reflects a combination of significant strengths and specific areas requiring strategic attention. The institution demonstrates exceptional control in areas such as the Rate of Retracted Output and Output in Institutional Journals, indicating robust quality assurance and a commitment to external validation. However, medium-risk signals in the Rate of Institutional Self-Citation, the Gap between global and led impact, and the Rate of Hyperprolific Authors suggest potential vulnerabilities related to academic insularity and impact dependency. These findings are particularly relevant given the University's strong performance in key thematic areas, including top-20 national rankings in Environmental Science, Medicine, and Pharmacology, Toxicology and Pharmaceutics, according to SCImago Institutions Rankings data. To fully realize its mission of ascending to a "top-tier of vibrant academic environment" and fostering "cutting-edge research," it is crucial to address these integrity risks. Practices that could lead to inflated or dependent impact metrics may contradict the core values of excellence and producing "competent graduates" ready for the global stage. By leveraging its clear strengths in process control to mitigate these identified vulnerabilities, the University can ensure its research culture is not only productive but also sustainable, transparent, and aligned with the highest standards of scientific integrity.
The institution's Z-score of -0.419 contrasts favorably with the national average of 0.589. This result suggests a high degree of institutional resilience, where internal control mechanisms appear to be successfully mitigating systemic risks that are more prevalent at the national level. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the University's low rate indicates effective governance that discourages strategic attempts to inflate institutional credit or engage in “affiliation shopping,” thereby ensuring that affiliations accurately reflect substantive collaboration.
With a Z-score of -0.409, the institution demonstrates a state of preventive isolation from the medium-risk dynamics observed in the country (Z-score: 0.666). This exceptionally low rate of retractions signifies that the institution does not replicate the risk patterns seen in its environment. Retractions can be complex, but a rate significantly below the norm suggests that the University's quality control mechanisms and pre-publication supervision are robust and effective. This performance points to a strong integrity culture that successfully prevents the kind of recurring malpractice or lack of methodological rigor that may be affecting peers at a national level.
The institution exhibits a Z-score of 1.775, which, while within the medium-risk category, indicates a high exposure to this risk factor when compared to the national average of 0.027. This suggests the institution is more prone than its peers to citation patterns that could signal scientific isolation. A certain level of self-citation is natural, reflecting the continuity of research lines; however, this disproportionately high rate warns of a potential 'echo chamber' where the institution's work is validated without sufficient external scrutiny. This dynamic risks an endogamous inflation of impact, where academic influence may be oversized by internal citation practices rather than recognition from the global scientific community.
The institution's Z-score of 0.258, compared to the national average of 0.411, points to a differentiated management of publication risks. Although both the institution and the country operate within a medium-risk context for this indicator, the University appears to moderate the risks that are more common nationally. A high proportion of publications in discontinued journals can be a critical alert regarding due diligence in selecting dissemination channels. The University's lower score suggests a more effective, though not yet perfect, process for avoiding media that fail to meet international ethical or quality standards, thereby reducing exposure to severe reputational risks from 'predatory' practices.
With a Z-score of -0.965, which is lower than the national average of -0.864, the institution maintains a prudent profile in authorship practices. This indicates that the University manages its processes with more rigor than the national standard, even within a low-risk context. In fields outside of 'Big Science,' extensive author lists can signal inflation or a dilution of individual accountability. The institution's controlled rate suggests it is successfully distinguishing between necessary massive collaboration and 'honorary' authorship, thereby upholding transparency and the integrity of the author list.
The institution's Z-score of 2.061 is significantly higher than the national average of 0.147, signaling a high exposure to impact dependency. This wide positive gap—where overall impact is high but the impact of institution-led research is comparatively low—points to a potential sustainability risk. It suggests that the institution's scientific prestige may be largely dependent and exogenous, rather than structural. This finding invites a strategic reflection on whether its excellence metrics are the result of genuine internal capacity or are derived from a positioning in collaborations where the institution does not exercise primary intellectual leadership.
The institution's Z-score of 0.521 represents a moderate deviation from the national standard, which sits at a low-risk -0.403. This difference indicates that the University shows a greater sensitivity to risk factors encouraging extreme individual publication volumes than its national peers. While high productivity can reflect leadership, extreme volumes challenge the limits of meaningful intellectual contribution. This indicator serves as an alert to potential imbalances between quantity and quality, pointing to risks such as coercive authorship or the assignment of authorship without real participation—dynamics that prioritize metrics over the integrity of the scientific record.
With a Z-score of -0.268, the institution demonstrates integrity synchrony, showing total alignment with the secure national environment (Z-score: -0.243). This shared very low-risk profile indicates a strong commitment to seeking external, independent peer review for its research. By avoiding excessive dependence on in-house journals, the University mitigates potential conflicts of interest and the risk of academic endogamy. This practice enhances the global visibility and competitive validation of its scientific production, ensuring it does not use internal channels as 'fast tracks' to inflate output without standard scrutiny.
The institution's Z-score of 0.098 marks a moderate deviation from the national context, where the average is -0.139. This suggests the University is more sensitive than its peers to practices that lead to redundant publications. Massive bibliographic overlap between simultaneous publications often indicates data fragmentation or 'salami slicing.' This elevated value alerts to the risk of dividing coherent studies into minimal publishable units to artificially inflate productivity metrics. Such a practice not only distorts the available scientific evidence but also overburdens the peer-review system, prioritizing volume over the generation of significant new knowledge.
