| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.296 | 0.275 |
|
Retracted Output
|
-0.146 | -0.080 |
|
Institutional Self-Citation
|
-0.300 | 0.381 |
|
Discontinued Journals Output
|
-0.105 | 0.314 |
|
Hyperauthored Output
|
0.387 | -0.002 |
|
Leadership Impact Gap
|
2.931 | 1.641 |
|
Hyperprolific Authors
|
-0.875 | -0.303 |
|
Institutional Journal Output
|
-0.268 | 0.148 |
|
Redundant Output
|
-0.868 | -0.248 |
The University of the Philippines Diliman demonstrates a balanced overall integrity profile (Z-score: -0.042), characterized by remarkable strengths in mitigating systemic national risks alongside specific areas that warrant strategic attention. The institution excels in ensuring its research undergoes external validation, showing very low rates of output in institutional journals and redundant publications, and effectively resists national tendencies towards high self-citation and use of discontinued journals. Key vulnerabilities emerge in authorship practices, with a higher-than-average rate of hyper-authored output, and in its impact profile, which shows a significant dependency on collaborations where it does not hold intellectual leadership. According to SCImago Institutions Rankings data, these integrity metrics underpin an institution that is a national leader in numerous fields, ranking first in the Philippines in critical areas such as Computer Science, Engineering, Social Sciences, and Medicine. While the institution's specific mission statement was not available for this analysis, the identified risks could challenge universal academic values of excellence and autonomy. Addressing these vulnerabilities is crucial to ensure that its recognized thematic leadership is built upon a foundation of sustainable, internally-driven, and transparent research practices. By leveraging its clear strengths and strategically managing its areas of exposure, the University can further solidify its role as a benchmark for scientific integrity and academic excellence in the region.
The institution presents a Z-score of 0.296, closely mirroring the national average of 0.275. This alignment suggests that the university's medium risk level in this area is not an isolated issue but rather reflects a systemic pattern common throughout the country's research ecosystem. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the shared moderate-to-high rate across the nation may point to a widespread strategic use of affiliations to inflate institutional credit or a common practice of “affiliation shopping.” The institution's performance is therefore typical for its context, indicating that any policy review in this area might be most effective if considered at a national or sector-wide level.
With a Z-score of -0.146, the institution demonstrates a more prudent profile regarding retracted publications compared to the national average of -0.080. This lower incidence suggests that the university's internal processes are managed with greater rigor than the national standard. Retractions can be complex, but a rate significantly below the norm is a positive indicator of effective pre-publication quality control. This suggests that the institution's mechanisms for ensuring methodological soundness and ethical oversight are robust, successfully minimizing the systemic failures that can lead to the withdrawal of scientific papers from the public record.
The institution exhibits strong resilience against national trends, with a low-risk Z-score of -0.300 in stark contrast to the country's medium-risk average of 0.381. This indicates that the university's control mechanisms are effectively mitigating a systemic risk prevalent in its environment. While a certain level of self-citation is natural, the country's higher rate suggests a broader tendency towards scientific isolation or 'echo chambers.' The university’s ability to maintain a low rate signals a commitment to external validation and global engagement, ensuring its academic influence is earned through recognition by the wider scientific community rather than being inflated by internal dynamics.
Displaying notable institutional resilience, the university maintains a low-risk Z-score of -0.105, effectively countering the medium-risk national average of 0.314. This performance indicates that the institution acts as a filter against a risk that appears more widespread nationally. A high proportion of output in discontinued journals is a critical alert regarding due diligence in selecting dissemination channels. The university's low score suggests its researchers and administrators exercise superior judgment and information literacy, avoiding predatory or low-quality venues and thereby protecting the institution's resources and reputation from the severe risks associated with such practices.
The institution shows a moderate deviation from the national norm, with a Z-score of 0.387, which indicates a medium risk level, while the country's average remains low at -0.002. This suggests the university is more sensitive to risk factors related to authorship than its national peers. While extensive author lists are legitimate in 'Big Science,' an elevated rate outside these contexts can signal author list inflation, which dilutes individual accountability. This discrepancy warrants a review to distinguish between necessary large-scale collaboration and potential 'honorary' authorship practices that could compromise transparency.
With a Z-score of 2.931, the institution shows a high exposure to this risk, significantly exceeding the national average of 1.641, even though both fall within the medium-risk category. This wider gap indicates that the university is more prone than its national counterparts to publishing high-impact work where it does not hold intellectual leadership. This suggests a greater dependency on external partners for its scientific prestige, raising questions about the sustainability of its impact. This finding invites a strategic reflection on whether its excellence metrics are the result of genuine internal capacity or a reliance on collaborations where its role may be secondary.
The institution demonstrates a prudent profile with a Z-score of -0.875, a figure notably lower than the national average of -0.303. This indicates that the university manages its research processes with more rigor than the national standard in this regard. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may signal imbalances between quantity and quality. The university's very low incidence of this phenomenon is a positive sign, suggesting a culture that is less exposed to risks such as coercive authorship or metric-driven strategies that can compromise the integrity of the scientific record.
The university demonstrates a clear case of preventive isolation, with a very low-risk Z-score of -0.268, in sharp contrast to the country's medium-risk average of 0.148. This result shows that the institution does not replicate the risk dynamics observed in its environment. Excessive dependence on in-house journals can raise conflicts of interest and lead to academic endogamy by bypassing independent external peer review. The university’s minimal reliance on such channels is a strong indicator of its commitment to global visibility and competitive validation, ensuring its scientific production is assessed against international standards.
The institution maintains a position of low-profile consistency, with a very low-risk Z-score of -0.868 that is even more favorable than the low-risk national average of -0.248. This absence of risk signals, which is even below the national standard, points to a robust culture of scientific integrity. A high rate of redundant output, or 'salami slicing,' indicates a practice of fragmenting studies to artificially inflate productivity. The university's exceptionally low score in this area suggests its research culture prioritizes the generation of significant new knowledge over the maximization of publication counts, thereby strengthening the quality and reliability of its scientific contributions.
