| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
1.071 | 0.275 |
|
Retracted Output
|
-0.043 | -0.080 |
|
Institutional Self-Citation
|
-0.691 | 0.381 |
|
Discontinued Journals Output
|
-0.265 | 0.314 |
|
Hyperauthored Output
|
0.173 | -0.002 |
|
Leadership Impact Gap
|
3.222 | 1.641 |
|
Hyperprolific Authors
|
-1.413 | -0.303 |
|
Institutional Journal Output
|
2.440 | 0.148 |
|
Redundant Output
|
-0.630 | -0.248 |
Ateneo de Manila University presents a robust scientific integrity profile, marked by an overall score of 0.248 that reflects significant strengths in research practices, alongside specific, high-impact areas requiring strategic attention. The institution demonstrates exceptional control over research quality, with very low to low risk in critical areas such as Retracted Output, Hyperprolific Authorship, and Redundant Output (Salami Slicing). These strengths are complemented by strong thematic positioning, with SCImago Institutions Rankings data placing the University in the top 5 nationally in key disciplines including Arts and Humanities, Economics, Econometrics and Finance, Physics and Astronomy, and Psychology. However, this profile is contrasted by significant risk in the 'Gap between Impact of total output and the impact of output with leadership,' and medium-risk alerts in Multiple Affiliations, Hyper-Authored Output, and Output in Institutional Journals. These vulnerabilities could challenge the University's mission to "preserve, extend, and communicate truth," as a dependency on external leadership and potential endogamy may limit the structural capacity to generate and validate knowledge independently. To fully align its operational integrity with its mission of excellence and service, the institution is advised to develop targeted strategies that bolster its intellectual leadership in collaborations and diversify its publication channels, thereby ensuring its contributions are both impactful and structurally sustainable.
The institution presents a Z-score of 1.071, while the national average is 0.275. Although both the university and the country fall within a medium-risk category, the institution's score is notably higher, indicating a greater exposure to the dynamics that drive this indicator. This suggests that the university's researchers are more prone to declaring multiple affiliations than the national average. While often a legitimate result of researcher mobility or partnerships, this heightened rate warrants a review to ensure that these practices are driven by genuine collaboration rather than strategic attempts to inflate institutional credit or "affiliation shopping," which could misrepresent the university's research footprint.
With a Z-score of -0.043, the institution's performance is in close alignment with the national average of -0.080. This indicates a state of statistical normality, where the level of risk is as expected for its context. Retractions are complex events, and a low, controlled rate can signify responsible supervision and the honest correction of unintentional errors. The university's score suggests that its pre-publication quality control mechanisms are functioning effectively and in synchrony with the national standard, reflecting a healthy and stable integrity culture in this regard.
The institution demonstrates a Z-score of -0.691, a low-risk value that contrasts favorably with the national average of 0.381, which is in the medium-risk range. This positive divergence points to a high degree of institutional resilience, suggesting that internal control mechanisms are effectively mitigating the systemic risks of endogamy observed at the national level. A certain level of self-citation is natural, but the university's low rate indicates it successfully avoids the formation of scientific 'echo chambers.' This demonstrates that the institution's academic influence is validated by the broader global community rather than being oversized by internal dynamics.
The institution's Z-score of -0.265 is firmly in the low-risk category, standing in sharp contrast to the national average of 0.314, which indicates a medium level of risk. This differential highlights the university's institutional resilience and effective filtering of problematic publication venues. While a sporadic presence in such journals can occur, the university's low rate shows strong due diligence in selecting dissemination channels. This proactive stance protects the institution from the severe reputational risks associated with 'predatory' or low-quality practices, a challenge that appears more prevalent across the national landscape.
The institution registers a Z-score of 0.173, placing it in a medium-risk category, which represents a moderate deviation from the national standard of -0.002 (low risk). This suggests the university shows a greater sensitivity to practices leading to extensive author lists compared to its national peers. While hyper-authorship is legitimate in 'Big Science' fields, its appearance outside those contexts can signal author list inflation, which dilutes individual accountability. This deviation from the national norm warrants a closer examination to distinguish between necessary massive collaborations and potential 'honorary' authorship practices.
With a Z-score of 3.222, the institution exhibits a significant risk level that markedly accentuates the vulnerability already present in the national system, which has a medium-risk score of 1.641. This critical gap indicates that the university is not merely reflecting a national trend but amplifying it. Such a wide positive gap signals a serious sustainability risk, suggesting that the institution's scientific prestige is heavily dependent and exogenous. This finding invites urgent reflection on whether the university's high-impact metrics result from genuine internal capacity or from strategic positioning in collaborations where it does not exercise primary intellectual leadership.
The institution's Z-score of -1.413 is in the very low-risk category, demonstrating a stronger integrity profile than the national average of -0.303 (low risk). This low-profile consistency, which surpasses the national standard, indicates an absence of risk signals in this area. The data confirms a healthy balance between productivity and quality, steering clear of the extreme individual publication volumes that can challenge the limits of meaningful intellectual contribution. This result points to a robust institutional culture that effectively discourages practices like coercive or honorary authorship, prioritizing the integrity of the scientific record.
The institution's Z-score is 2.440, a value significantly higher than the national average of 0.148, although both are classified as medium risk. This disparity indicates that the university has a much higher exposure to this risk factor than its peers, suggesting a greater reliance on its own publication channels. While in-house journals can be valuable for local dissemination, this high rate raises potential conflicts of interest and warns of academic endogamy, where research might bypass independent external peer review. This practice could limit the global visibility of its science and create 'fast tracks' for publication without standard competitive validation.
With a Z-score of -0.630, the institution shows a very low risk of redundant publication, a figure that is notably better than the national average of -0.248 (low risk). This demonstrates a consistent and low-risk profile that aligns with, and even improves upon, the national standard. The data strongly suggests the absence of 'salami slicing,' a practice where studies are fragmented into minimal units to inflate productivity. This result reflects an institutional commitment to publishing significant, coherent bodies of work, thereby protecting the integrity of the scientific evidence base and prioritizing new knowledge over volume.