| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
1.066 | 0.275 |
|
Retracted Output
|
-0.155 | -0.080 |
|
Institutional Self-Citation
|
0.459 | 0.381 |
|
Discontinued Journals Output
|
1.875 | 0.314 |
|
Hyperauthored Output
|
-0.932 | -0.002 |
|
Leadership Impact Gap
|
-0.294 | 1.641 |
|
Hyperprolific Authors
|
-1.413 | -0.303 |
|
Institutional Journal Output
|
-0.268 | 0.148 |
|
Redundant Output
|
1.708 | -0.248 |
Central Luzon State University presents a profile of focused scientific leadership combined with specific operational vulnerabilities, reflected in an overall integrity score of 0.314. The institution demonstrates commendable strengths in maintaining the structural quality of its research, showing very low to low risk in hyperprolific authorship, publication in institutional journals, and impact dependency. These indicators suggest a robust internal capacity for generating original, high-impact work without relying on questionable productivity practices. However, this solid foundation is contrasted by medium-risk signals in areas concerning publication strategy and collaboration, specifically a high exposure to output in discontinued journals, redundant publications (salami slicing), and multiple affiliations. The University's outstanding performance in key thematic areas, as evidenced by its SCImago Institutions Rankings within the Philippines—notably ranking 2nd in Environmental Science and 8th in Agricultural and Biological Sciences—directly aligns with its mission to provide training and promote research in agriculture. Yet, the identified risks, particularly in journal selection and publication ethics, could undermine the long-term credibility of this research, creating a potential conflict with the institutional commitment to excellence. To secure its position as a national leader, it is recommended that the University prioritize the development of clear institutional guidelines on publication venues and authorship practices, ensuring its operational integrity fully supports its distinguished scientific achievements.
The institution presents a Z-score of 1.066, which is notably higher than the national average of 0.275. Although a medium-risk level is a shared pattern at the national level, the University's score indicates a greater exposure to this particular risk factor. This suggests that the institution is more prone than its national peers to engage in affiliation practices that could be perceived as problematic. While multiple affiliations are often legitimate, disproportionately high rates can signal strategic attempts to inflate institutional credit or “affiliation shopping,” a practice that warrants a review of collaboration and affiliation policies to ensure they are driven by genuine scientific partnership rather than metric optimization.
With a Z-score of -0.155, the institution demonstrates a more prudent profile regarding retracted publications compared to the national average of -0.080. This result, situated comfortably in the low-risk category, suggests that the University's quality control and supervision mechanisms are not only effective but potentially more rigorous than the national standard. Retractions can be complex events, and a low rate like this one indicates that the institution fosters a culture of responsible research conduct, where the correction of unintentional errors is well-managed and systemic failures leading to retractions are successfully avoided.
The University's Z-score for institutional self-citation is 0.459, placing it in the medium-risk category and slightly above the national average of 0.381. This indicates that while a certain level of self-citation is a systemic pattern in the country, the institution shows a higher tendency for this behavior. This elevated rate warns of a potential for scientific isolation or the formation of 'echo chambers,' where research is validated internally without sufficient external scrutiny. It signals a risk of endogamous impact inflation, suggesting that the institution's academic influence may be partially oversized by internal dynamics rather than broader recognition from the global scientific community.
The institution's Z-score of 1.875 is a significant alert, far exceeding the national medium-risk average of 0.314. This high exposure indicates that the University is considerably more prone than its peers to publishing in journals that fail to meet international quality or ethical standards. This practice constitutes a critical vulnerability, as it exposes the institution to severe reputational risks and suggests a systemic issue in the due diligence applied when selecting dissemination channels. There is an urgent need for enhanced information literacy and stricter guidance for researchers to prevent the channeling of scientific production into 'predatory' or low-quality media.
With a Z-score of -0.932, the institution displays a prudent and well-managed approach to authorship, performing significantly better than the national average of -0.002, despite both being in the low-risk category. This demonstrates that the University's authorship practices are more rigorous than the national standard, effectively avoiding the risk of author list inflation. This strong performance indicates a culture where authorship is likely tied to genuine contribution, ensuring individual accountability and transparency in its collaborative research efforts.
The University shows remarkable institutional resilience with a Z-score of -0.294, contrasting sharply with the national medium-risk average of 1.641. While the national context suggests a systemic risk of depending on external partners for scientific impact, the institution mitigates this trend effectively. Its low-risk score indicates that the impact of research led by its own authors is robust and self-sufficient. This signals a sustainable model of scientific excellence, where prestige is built upon genuine internal capacity and intellectual leadership, rather than being a byproduct of collaborations where the institution plays a secondary role.
The institution's Z-score of -1.413 places it in the very low-risk category, a result that is substantially better than the country's low-risk average of -0.303. This near-total absence of risk signals demonstrates a healthy balance between productivity and quality at the individual researcher level. It suggests that the University's environment does not encourage extreme publication volumes that challenge the limits of meaningful intellectual contribution. This strong indicator reflects a culture that prioritizes the integrity of the scientific record over the inflation of quantitative metrics, effectively preventing risks such as coercive or honorary authorship.
With a Z-score of -0.268, the institution demonstrates a clear preventive isolation from a risk dynamic observed in its national environment, where the average score is 0.148 (medium risk). This very low score indicates that the University does not replicate the national tendency to rely on in-house journals for publication. By channeling its scientific production through external and independent venues, the institution effectively avoids potential conflicts of interest and academic endogamy. This practice ensures its research undergoes standard competitive peer review, thereby strengthening its global visibility and scientific credibility.
The institution's Z-score of 1.708 marks a moderate deviation from the national standard, which sits at a low-risk score of -0.248. This discrepancy indicates that the University is more sensitive than its peers to practices involving data fragmentation. The medium-risk score alerts to the possibility that a portion of its research output may be divided into 'minimal publishable units' to artificially inflate productivity metrics. This practice, known as 'salami slicing,' can distort the scientific evidence base and warrants a review of institutional publication guidelines to encourage the dissemination of more coherent and significant bodies of work.