| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.022 | 0.275 |
|
Retracted Output
|
-0.193 | -0.080 |
|
Institutional Self-Citation
|
1.486 | 0.381 |
|
Discontinued Journals Output
|
0.450 | 0.314 |
|
Hyperauthored Output
|
-0.712 | -0.002 |
|
Leadership Impact Gap
|
-0.486 | 1.641 |
|
Hyperprolific Authors
|
1.505 | -0.303 |
|
Institutional Journal Output
|
1.904 | 0.148 |
|
Redundant Output
|
-0.155 | -0.248 |
De La Salle University demonstrates a robust research profile characterized by a commendable overall integrity score (0.378) and significant areas of academic leadership. The institution exhibits strong controls in key areas, including a low dependency on external collaborations for impact, prudent management of authorship, and effective pre-publication quality control. However, this positive performance is counterbalanced by medium-risk signals related to internal validation practices, specifically a high rate of institutional self-citation, a notable volume of output in its own journals, and a tendency towards hyperprolific authorship. These indicators of academic endogamy warrant strategic attention. According to SCImago Institutions Rankings data, the University holds a premier national position in critical fields such as Arts and Humanities, Business, Management and Accounting, and Physics and Astronomy. This thematic excellence aligns with its mission to be a "leading learner-centered and research University." Nevertheless, the identified risks could challenge this leadership claim by suggesting that a portion of its scholarly validation occurs internally, potentially limiting its global resonance and contradicting the spirit of service to a broader society that demands externally vetted, high-integrity scholarship. To fully realize its mission, the University is encouraged to reinforce its commitment to global standards of peer review and authorship, ensuring its impressive research capacity translates into universally recognized and trusted scientific contributions.
The University presents a Z-score of -0.022, indicating a low-risk profile that contrasts favorably with the national average of 0.275. This demonstrates a notable institutional resilience, suggesting that the University's control mechanisms are effectively mitigating the systemic risks of affiliation inflation observed elsewhere in the country. While multiple affiliations can be a legitimate outcome of collaboration, the University's controlled rate indicates its partnerships are likely well-defined and reflect genuine research cooperation rather than strategic attempts to inflate institutional credit, a practice that appears more common in its national environment.
With a Z-score of -0.193, the institution maintains a prudent profile that is even more rigorous than the national standard (-0.080). This superior performance suggests that the University's quality control mechanisms prior to publication are not only functional but exemplary within its context. Retractions can be complex, but a rate significantly lower than the average points towards a strong institutional culture of integrity and methodological rigor, where potential errors are effectively identified and corrected before publication, safeguarding the reliability of its scientific record.
The University's Z-score for this indicator is 1.486, a medium-risk value that reveals high exposure when compared to the national average of 0.381. This disparity suggests the institution is more prone to inward-looking citation patterns than its peers. While a certain level of self-citation is natural, this disproportionately high rate signals a potential 'echo chamber' where the institution validates its own work without sufficient external scrutiny. This trend warns of the risk of endogamous impact inflation, where academic influence may be oversized by internal dynamics rather than by recognition from the global scientific community.
The institution shows a Z-score of 0.450, which, while in the medium-risk category, indicates a higher exposure to this risk than the national average of 0.314. This elevated score constitutes a significant alert regarding the due diligence applied in selecting dissemination channels. It suggests that a portion of the University's scientific production is being channeled through media that may not meet international ethical or quality standards. This practice exposes the institution to severe reputational risks and highlights an urgent need to enhance information literacy among its researchers to avoid wasting resources on 'predatory' or low-quality publications.
With a Z-score of -0.712, the University demonstrates a prudent profile, showing a much lower incidence of hyper-authored publications than the national standard (-0.002). This reflects a rigorous and well-managed approach to authorship attribution. This controlled practice is a positive signal that the institution effectively distinguishes between necessary large-scale collaboration and potential author list inflation. By maintaining transparency and accountability in authorship, the University reinforces the integrity of its research contributions and avoids the dilution of individual responsibility.
The University's Z-score of -0.486 is a strong indicator of institutional resilience, especially when contrasted with the country's medium-risk score of 1.641. This result signifies a high degree of scientific autonomy and sustainability. Unlike the national trend where impact may be heavily dependent on external partners, the University's prestige appears to be built upon research where it exercises direct intellectual leadership. This demonstrates that its high-impact performance stems from genuine internal capacity and is not merely the result of strategic positioning in collaborations led by others.
A Z-score of 1.505 places the University in the medium-risk category, representing a moderate deviation from the low-risk national standard of -0.303. This suggests the institution is more sensitive than its peers to factors encouraging extreme publication volumes. While high productivity can be legitimate, this indicator alerts to potential imbalances between quantity and quality. It points to risks such as coercive authorship or data fragmentation, where the pressure to publish may lead to practices that prioritize metric inflation over the integrity and substantive contribution of the scientific record, warranting a review of internal evaluation criteria.
The institution's Z-score of 1.904 is exceptionally high, indicating a significant exposure to this risk, far exceeding the national average of 0.148. This heavy reliance on in-house journals raises concerns about potential conflicts of interest and academic endogamy, as the institution acts as both judge and party in the publication process. This practice suggests that a substantial portion of its research may be bypassing independent external peer review, which could limit its global visibility and impact. It also warns of the possible use of internal channels as 'fast tracks' to inflate publication counts without undergoing standard competitive validation.
With a Z-score of -0.155, the University's risk level is low but signals an incipient vulnerability, as it is slightly higher than the national average of -0.248. This suggests that while the issue is not systemic, there may be emerging instances of data fragmentation. This practice, where a single study is divided into 'minimal publishable units' to inflate productivity, distorts the scientific evidence and overburdens the peer-review system. The signal, though minor, warrants proactive monitoring to ensure that the institutional culture continues to prioritize the publication of significant, coherent knowledge over sheer volume.
