| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.312 | 0.275 |
|
Retracted Output
|
-0.108 | -0.080 |
|
Institutional Self-Citation
|
0.628 | 0.381 |
|
Discontinued Journals Output
|
3.915 | 0.314 |
|
Hyperauthored Output
|
1.382 | -0.002 |
|
Leadership Impact Gap
|
-0.279 | 1.641 |
|
Hyperprolific Authors
|
-0.646 | -0.303 |
|
Institutional Journal Output
|
-0.268 | 0.148 |
|
Redundant Output
|
1.052 | -0.248 |
Cebu Technological University demonstrates a solid overall performance with a score of 0.767, reflecting a robust research profile with specific, well-defined areas for strategic improvement. The institution exhibits notable strengths in its governance of research practices, particularly in its minimal reliance on institutional journals, a prudent approach to author productivity, and effective resilience against national trends in affiliation and impact dependency. These strengths provide a strong foundation of integrity. However, this profile is contrasted by significant risks in the selection of publication venues, as evidenced by a high rate of output in discontinued journals, and in authorship patterns, indicated by a high rate of hyper-authored publications. These vulnerabilities, alongside moderate risks in self-citation and redundant output, require targeted attention to prevent them from undermining the university's academic credibility. According to SCImago Institutions Rankings data, the university's research is particularly strong in thematic areas such as Business, Management and Accounting (Top 3 in the Philippines), Psychology (Top 4), Social Sciences (Top 8), and Agricultural and Biological Sciences (Top 10). While the institution's specific mission statement was not available for this analysis, the identified risks directly challenge the universal academic values of excellence and social responsibility. Unchecked, these practices could compromise the integrity of the university's contributions in its strongest fields. Therefore, a proactive review of publication and authorship policies is recommended to align all research practices with the institution's clear thematic strengths, thereby safeguarding its reputation and enhancing its sustainable global impact.
The institution presents a Z-score of -0.312, which contrasts favorably with the national average of 0.275. This suggests a high degree of institutional resilience, where internal control mechanisms appear to successfully mitigate systemic risks observed at the national level. While multiple affiliations can be a legitimate outcome of collaboration, the university's lower-than-average rate indicates that it is not exposed to the risk of strategic "affiliation shopping" or artificial credit inflation that can be more prevalent in its environment. This controlled approach reinforces the clarity and integrity of the institution's academic contributions.
With a Z-score of -0.108, the institution's performance is in close alignment with the national average of -0.080, indicating a level of statistical normality for its context. This suggests that the university's rate of retractions is consistent with that of its national peers. Retractions are complex events, and a rate that is not abnormally high implies that the institution's pre-publication quality control mechanisms are functioning as expected within the national scientific ecosystem, without signaling any systemic failure or recurring malpractice.
The university's Z-score for this indicator is 0.628, notably higher than the national average of 0.381. This reveals a high exposure to this particular risk, suggesting the institution is more prone to insular citation patterns than its peers. While a certain level of self-citation is natural, disproportionately high rates can signal concerning scientific isolation or 'echo chambers' where work is validated without sufficient external scrutiny. This value warns of a potential for endogamous impact inflation, where the institution's academic influence might be oversized by internal dynamics rather than by broader recognition from the global scientific community.
The institution exhibits a Z-score of 3.915, a figure that critically surpasses the national average of 0.314. This result indicates a significant risk accentuation, where the university amplifies a vulnerability already present in the national system. A high proportion of publications in discontinued journals is a critical alert regarding due diligence in selecting dissemination channels. This Z-score suggests that a significant portion of the university's scientific production is being channeled through media that fail to meet international ethical or quality standards, exposing the institution to severe reputational risks and signaling an urgent need for enhanced information literacy to prevent the waste of resources on 'predatory' or low-quality practices.
With a Z-score of 1.382, the institution shows a severe discrepancy compared to the national Z-score of -0.002. This atypical level of risk activity requires a deep integrity assessment. While extensive author lists are legitimate in "Big Science" disciplines, a high Z-score outside these contexts can indicate author list inflation, which dilutes individual accountability and transparency. This signal is a strong call to action for the university to investigate its authorship practices and distinguish between necessary massive collaboration and the potential presence of 'honorary' or political authorship, which can compromise research integrity.
The institution's Z-score of -0.279 stands in stark contrast to the national average of 1.641, demonstrating remarkable institutional resilience. This indicates that, unlike the national trend, the university's scientific prestige appears to be built on strong internal capacity rather than being dependent on external collaborations where it does not hold intellectual leadership. A low gap suggests that the impact of research led by the institution is robust and not significantly overshadowed by its collaborative output. This is a sign of a sustainable and structurally sound research ecosystem, where excellence is generated from within.
The university maintains a Z-score of -0.646, which is well below the national average of -0.303. This indicates a prudent profile, suggesting that the institution manages its research processes with more rigor than the national standard in this regard. While high productivity can be a sign of leadership, extreme publication volumes can challenge the limits of meaningful intellectual contribution. The university's low score in this area is a positive signal, indicating an absence of the risks associated with hyper-prolificacy, such as coercive authorship or the prioritization of quantity over the quality and integrity of the scientific record.
With a Z-score of -0.268, compared to a national average of 0.148, the institution demonstrates a clear case of preventive isolation. It successfully avoids the risk dynamics related to in-house publishing that are more common at the national level. In-house journals can present conflicts of interest, but the university's low reliance on them suggests its research consistently undergoes independent external peer review. This practice avoids the risk of academic endogamy and the use of internal channels as 'fast tracks' for publication, thereby strengthening the global visibility and competitive validation of its scientific output.
The institution's Z-score of 1.052 represents a moderate deviation from the national average of -0.248. This suggests the university shows a greater sensitivity to risk factors associated with redundant publication than its national peers. Massive bibliographic overlap between simultaneous publications often indicates data fragmentation or 'salami slicing,' a practice of dividing a study into minimal publishable units to artificially inflate productivity. This elevated value serves as an alert that such practices may be occurring, potentially distorting the scientific evidence and prioritizing volume over the generation of significant new knowledge.
