| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.442 | 0.275 |
|
Retracted Output
|
-0.137 | -0.080 |
|
Institutional Self-Citation
|
-0.217 | 0.381 |
|
Discontinued Journals Output
|
0.051 | 0.314 |
|
Hyperauthored Output
|
-0.608 | -0.002 |
|
Leadership Impact Gap
|
1.606 | 1.641 |
|
Hyperprolific Authors
|
-1.274 | -0.303 |
|
Institutional Journal Output
|
-0.268 | 0.148 |
|
Redundant Output
|
-0.987 | -0.248 |
The University of the Philippines Los Banos demonstrates a solid scientific integrity profile, with an overall risk score of -0.151 indicating performance that is slightly better than the global average. The institution's primary strengths lie in its exceptionally low risk of hyperprolific authorship, redundant output, and publication in institutional journals, signaling a robust culture of individual accountability and a commitment to external validation. However, areas requiring strategic attention include a medium-risk exposure to multiple affiliations, publication in discontinued journals, and a significant gap between its overall research impact and the impact of work where it holds leadership. According to SCImago Institutions Rankings data, the university's scientific leadership is most prominent in the Philippines in thematic areas such as Energy (ranked 2nd), Agricultural and Biological Sciences (ranked 3rd), Engineering (ranked 3rd), and Veterinary (ranked 3rd). While a specific mission statement was not provided for this analysis, the identified medium-risk indicators could pose a challenge to the universal academic values of excellence and social responsibility by creating reputational vulnerabilities. By addressing these specific areas, the University of the Philippines Los Banos can build upon its strong integrity foundation to further solidify its position as a leading research institution.
The institution presents a Z-score of 0.442, which is elevated compared to the national average of 0.275. Although both the institution and the country fall within a medium-risk category, the university shows a greater propensity for this behavior than its national peers. This suggests a higher exposure to the risks associated with multiple affiliations. While often a legitimate result of collaboration, disproportionately high rates can signal strategic attempts to inflate institutional credit or “affiliation shopping.” The university's higher value warrants a review of its affiliation policies to ensure they consistently reflect substantive, genuine partnerships rather than purely strategic positioning.
With a Z-score of -0.137, the institution demonstrates a more favorable profile than the national average of -0.080. This performance indicates a prudent and rigorous management of its scientific output. The institution's lower rate of retractions, within a context that is already low-risk, suggests that its quality control and supervision mechanisms prior to publication are more effective than the national standard. This reflects a commendable commitment to scientific integrity and the responsible correction of the academic record.
The institution exhibits a Z-score of -0.217, positioning it in a low-risk category, in stark contrast to the national average of 0.381, which signals a medium-level risk. This demonstrates significant institutional resilience, as the university successfully mitigates a systemic risk prevalent in its environment. A certain level of self-citation is natural; however, the national trend points toward a risk of 'echo chambers.' The university's low score indicates that its academic influence is validated by the global community, avoiding endogamous impact inflation and ensuring its work undergoes sufficient external scrutiny.
The institution's Z-score for this indicator is 0.051, substantially lower than the national average of 0.314, although both are classified as medium risk. This points to a differentiated management approach where the university moderates a risk that appears more common across the country. A high proportion of publications in such journals constitutes a critical alert regarding due diligence. While the institution's score is still in a cautionary range, its ability to maintain a much lower rate than its peers suggests a more discerning process for selecting dissemination channels, though continued efforts in information literacy are needed to fully avoid reputational risks associated with 'predatory' practices.
The institution shows a Z-score of -0.608, indicating a significantly lower risk profile than the national average of -0.002. This prudent profile suggests that the university manages its authorship practices with more rigor than the national standard. While extensive author lists are legitimate in 'Big Science,' their appearance elsewhere can indicate inflation. The institution's very low score signals a healthy culture that avoids diluting individual accountability and effectively distinguishes between necessary massive collaboration and 'honorary' authorship practices.
The institution's Z-score of 1.606 is nearly identical to the national average of 1.641, indicating that its performance reflects a systemic pattern. This shared medium-risk level suggests that the institution's scientific prestige is, like others in the country, significantly dependent on external partners. A high value in this gap signals a sustainability risk, where excellence metrics may result more from strategic positioning in collaborations than from structural internal capacity. This invites a strategic reflection on how to foster more projects where the institution exercises primary intellectual leadership.
With a Z-score of -1.274, the institution is in the very low-risk category, performing notably better than the national average of -0.303, which is already low. This demonstrates low-profile consistency, where the complete absence of risk signals aligns with and improves upon the national standard. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution. The university's exemplary score indicates a strong institutional culture that prioritizes quality over quantity, effectively mitigating risks such as coercive authorship or the assignment of credit without real participation.
The institution has a Z-score of -0.268 (very low risk), which marks a clear preventive isolation from the national trend, where the average score is 0.148 (medium risk). This shows the university 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. The institution's very low score demonstrates a strong commitment to independent external peer review, ensuring its research bypasses potential 'fast tracks' and gains greater global visibility and competitive validation.
The institution's Z-score of -0.987 places it in the very low-risk category, a significantly better position than the national average of -0.248 (low risk). This signals a consistent and low-profile approach to publication ethics that exceeds the national standard. Massive bibliographic overlap between publications can indicate 'salami slicing'—a practice of fragmenting studies to inflate productivity. The institution's near-total absence of this signal confirms a culture that values the publication of coherent, significant new knowledge over artificially boosting output volume.