| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.382 | 0.778 |
|
Retracted Output
|
-0.277 | -0.276 |
|
Institutional Self-Citation
|
-0.231 | -0.194 |
|
Discontinued Journals Output
|
-0.293 | -0.270 |
|
Hyperauthored Output
|
0.004 | -0.189 |
|
Leadership Impact Gap
|
1.904 | 1.728 |
|
Hyperprolific Authors
|
-1.254 | -1.258 |
|
Institutional Journal Output
|
7.541 | 7.318 |
|
Redundant Output
|
-0.404 | -0.445 |
The Universidad de Costa Rica demonstrates a solid overall performance with a notable profile of scientific integrity, characterized by robust controls in individual research practices but significant vulnerabilities in its institutional publication strategy. The institution's primary strengths lie in its extremely low rate of hyperprolific authors and well-managed levels of retractions, self-citation, and publications in discontinued journals, indicating a healthy foundation of research quality. However, critical attention is required for its significant rate of publication in institutional journals, which poses a reputational risk, alongside medium-level alerts in collaborative patterns and impact dependency. According to SCImago Institutions Rankings data, the university holds a leadership position in Costa Rica and strong international standing in key areas such as Dentistry, Veterinary, Psychology, and Agricultural and Biological Sciences. This academic excellence aligns with its mission to disseminate knowledge, but the identified risk of academic endogamy could undermine this goal by limiting global visibility and independent validation. To fully honor its commitment to social responsibility and knowledge creation, the university should leverage its foundational strengths to reform its publication channels and foster greater intellectual leadership, thereby ensuring its prestigious research output achieves the transparent, global impact it deserves.
The institution presents a Z-score of 0.382, which is notably lower than the national average of 0.778. This indicates a more controlled approach to a risk that appears to be a common practice within the country. The university's differentiated management suggests that while it operates in an environment where strategic affiliations might be prevalent, its internal mechanisms are partially moderating this trend. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, disproportionately high rates can signal attempts to inflate institutional credit. The university's ability to maintain a lower rate than its national peers is a positive sign, though the medium risk level suggests that continued oversight is necessary to ensure all affiliations are substantive and not merely strategic.
With a Z-score of -0.277, the institution's performance is statistically aligned with the national average of -0.276. This reflects a state of normality, where the level of risk associated with retracted publications is as expected for its context and size. Retractions are complex events, and a low rate like this does not suggest that the institution's pre-publication quality control mechanisms are failing systemically. Instead, it indicates that the university's integrity culture and methodological rigor are consistent with the national standard, without any unusual signals of recurring malpractice that would require immediate qualitative verification.
The institution's Z-score of -0.231 is in close alignment with the country's score of -0.194, indicating a level of risk that is normal for its operational context. A certain degree of self-citation is natural and reflects the continuity of established research lines. The university's low score, consistent with the national profile, suggests that its practices do not signal concerning scientific isolation or 'echo chambers.' This alignment confirms that the institution's academic influence is not being disproportionately inflated by internal dynamics and that its work is validated with sufficient external scrutiny, fitting the expected pattern for the country.
The university's Z-score of -0.293 is statistically equivalent to the national average of -0.270. This demonstrates a normal and expected performance, suggesting that the institution's researchers exercise appropriate due diligence in selecting publication venues. This low rate indicates that scientific production is not being channeled through media that fail to meet international ethical or quality standards. The alignment with the national average confirms that the university is effectively avoiding the reputational risks and wasted resources associated with 'predatory' or low-quality practices, maintaining a standard level of information literacy.
With a Z-score of 0.004, the institution shows a moderate deviation from the national standard, which has a low-risk score of -0.189. This discrepancy suggests the university has a greater sensitivity to factors leading to hyper-authorship than its national peers. While extensive author lists are legitimate in 'Big Science' contexts, this pattern appearing elsewhere can indicate author list inflation, which dilutes individual accountability. Because the university's rate is unusually high for its national context, it serves as a monitoring alert to review whether these instances correspond to necessary massive collaborations or reflect 'honorary' authorship practices that require corrective action.
The institution's Z-score of 1.904 is higher than the national average of 1.728, indicating a high exposure to this particular risk. This suggests that the university is even more prone than its national peers to a dependency on external partners for achieving high-impact research. A wide positive gap signals a sustainability risk, where scientific prestige is largely exogenous and not reflective of structural, internal capacity. The university's higher score warns that its excellence metrics may be overly reliant on strategic positioning in collaborations where it does not exercise intellectual leadership, prompting a strategic reflection on how to build and showcase its own core research strengths.
The institution's Z-score of -1.254 demonstrates a complete alignment with the national environment, which has a score of -1.258. This integrity synchrony signifies an environment of maximum scientific security regarding individual productivity. The very low risk level indicates a total operational silence for signals related to authorship being assigned without real participation or other practices that prioritize metrics over the integrity of the scientific record. This result is a significant institutional strength, reflecting a healthy balance between quantity and quality in research output that is perfectly in line with the country's best practices.
With a Z-score of 7.541, the institution not only shows a significant risk but also leads this metric in a country already highly compromised (national average: 7.318). This position constitutes a global red flag, indicating an extreme dependence on its own publication channels. This practice raises severe conflicts of interest, as the institution acts as both judge and party, and warns of critical academic endogamy where production may bypass independent external peer review. This heavy reliance on internal journals limits global visibility and strongly suggests the use of these channels as 'fast tracks' to inflate CVs without standard competitive validation, posing a serious and urgent threat to the institution's scientific credibility.
The institution's Z-score of -0.404, while in the low-risk category, is slightly higher than the national average of -0.445. This subtle difference points to an incipient vulnerability, suggesting that the university shows more signals of this behavior than its peers, warranting review before it escalates. A high rate of redundant output, or 'salami slicing,' indicates the practice of dividing a coherent study into minimal publishable units to artificially inflate productivity. Although the current level is not alarming, this slight elevation compared to the national baseline suggests that institutional monitoring is needed to ensure research contributions remain significant and do not prioritize volume over new knowledge.
