| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
1.114 | 0.920 |
|
Retracted Output
|
-0.174 | 0.637 |
|
Institutional Self-Citation
|
0.317 | 1.096 |
|
Discontinued Journals Output
|
7.917 | 3.894 |
|
Hyperauthored Output
|
-1.020 | -0.241 |
|
Leadership Impact Gap
|
0.240 | 0.454 |
|
Hyperprolific Authors
|
-1.413 | -0.431 |
|
Institutional Journal Output
|
-0.268 | -0.153 |
|
Redundant Output
|
0.063 | 0.074 |
The Universidad de Guayaquil presents a complex scientific integrity profile, with an overall risk score of 1.454 indicating areas of notable strength alongside significant vulnerabilities that require immediate strategic attention. The institution demonstrates exemplary control in key areas of research practice, particularly in its near-total absence of hyperprolific authorship and output in institutional journals, suggesting a culture that prioritizes quality and external validation. Furthermore, it shows commendable resilience by maintaining low rates of retracted output and hyper-authorship, effectively mitigating risks that are more pronounced at the national level. However, this positive performance is critically undermined by an extremely high rate of publication in discontinued journals, a vulnerability that not only surpasses the national average but poses a severe threat to the university's reputation and the credibility of its research. This specific risk directly conflicts with the institutional mission to "strengthen professionally and ethically the talent of the nation," as channeling research through low-quality or predatory venues compromises the ethical foundation of scientific dissemination. The university's strong positioning in thematic areas such as Business, Management and Accounting (5th in Ecuador), Energy (5th), and Environmental Science (6th), as per SCImago Institutions Rankings data, provides a solid foundation of academic excellence. To protect and enhance this standing, it is imperative to align publication practices with the university's stated mission, leveraging its demonstrated strengths in research governance to urgently address the critical issue of publication channel selection and ensure its scientific contributions are both impactful and irreproachable.
With an institutional Z-score of 1.114, which is higher than the national average of 0.920, the university shows a greater exposure to the risks associated with multiple affiliations. This suggests that the institution is more prone than its national peers to practices that could be interpreted as attempts to inflate institutional credit. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the elevated rate here warrants a review to ensure that all affiliations are substantive and reflect genuine collaboration rather than strategic "affiliation shopping," thereby safeguarding the transparency and fairness of institutional credit attribution.
The institution demonstrates notable resilience with a Z-score of -0.174, contrasting sharply with the national average of 0.637, which indicates a medium-risk environment. This suggests that the university's internal control mechanisms are effectively mitigating the systemic risks present in the country. Retractions can result from honest error correction, but a high rate often points to systemic failures in pre-publication quality control. The university's low score is a positive signal that its integrity culture and methodological rigor are robust, successfully preventing the kind of recurring malpractice or lack of oversight that appears to be a greater challenge for its national counterparts.
The university manages its self-citation practices more effectively than the national trend, with an institutional Z-score of 0.317 compared to the country's higher score of 1.096. This indicates a differentiated management approach that successfully moderates a risk that is more common across the country. While some self-citation reflects the natural progression of research, high rates can create 'echo chambers' and inflate impact endogenously. By maintaining a lower rate, the institution demonstrates a greater reliance on external scrutiny and validation from the global scientific community, avoiding the potential for scientific isolation and ensuring its academic influence is based on broader recognition.
This indicator represents a critical vulnerability, with the institution's Z-score of 7.917 far exceeding the already high national average of 3.894. This is a global red flag, indicating that the university is a leading contributor to a highly compromised national practice. A high proportion of publications in discontinued journals is a critical alert regarding the due diligence in selecting dissemination channels. This practice exposes the institution to severe reputational risks, suggesting that a significant portion of its scientific output is channeled through media lacking international ethical or quality standards. It is urgent to implement information literacy and quality assurance policies to prevent the waste of resources on 'predatory' or low-integrity publication venues.
The institution exhibits a prudent profile in authorship practices, with a Z-score of -1.020, which is significantly lower than the national average of -0.241. This indicates that the university manages its collaborative processes with more rigor than the national standard. In fields outside of 'Big Science,' high rates of hyper-authorship can signal author list inflation, which dilutes individual accountability. The university's low score suggests it is successfully distinguishing between necessary large-scale collaboration and questionable 'honorary' authorship, thereby upholding transparency and the integrity of its research contributions more effectively than its peers.
The university demonstrates a more balanced and sustainable impact profile than its national context, with a Z-score of 0.240, which is considerably lower than the country average of 0.454. This reflects a differentiated management strategy that moderates the risk of impact dependency. A wide gap between overall impact and the impact of institution-led research signals that prestige may be exogenous and reliant on external partners. The university's smaller gap suggests it is building more structural, internal capacity for high-impact research, indicating that its scientific excellence is increasingly a result of its own intellectual leadership rather than a secondary role in collaborations.
The institution displays an exemplary record in this area, with a Z-score of -1.413 compared to the country's low-risk score of -0.431. This low-profile consistency, where the absence of risk signals aligns with the national standard, points to a healthy research environment. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may signal imbalances between quantity and quality. The university's near-zero incidence of this behavior is a strong indicator that its culture prioritizes substantive scientific work over the artificial inflation of metrics, effectively preventing risks like coercive or honorary authorship.
With a Z-score of -0.268, the institution shows a total operational silence regarding this risk, performing even better than the country's already very low average of -0.153. This demonstrates a firm commitment to external, independent peer review. Excessive reliance on in-house journals can create conflicts of interest and academic endogamy, limiting global visibility. The university's avoidance of this practice is a clear sign of its dedication to meeting international standards of validation, ensuring its research competes and is recognized on a global stage rather than within a closed internal system.
The institution's Z-score for redundant output is 0.063, which is almost identical to the national average of 0.074. This alignment suggests a systemic pattern, where the university's risk level reflects shared academic practices or publication pressures prevalent at a national level. This indicator, often called 'salami slicing,' alerts to the potential fragmentation of studies into minimal publishable units to inflate productivity metrics. While the university is not an outlier, its participation in this national trend indicates an opportunity to promote research that prioritizes significant new knowledge over sheer volume, thereby strengthening the integrity of the scientific record.
