| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
1.447 | 0.382 |
|
Retracted Output
|
-0.268 | 1.232 |
|
Institutional Self-Citation
|
-1.615 | -0.131 |
|
Discontinued Journals Output
|
2.487 | 0.599 |
|
Hyperauthored Output
|
0.009 | 0.112 |
|
Leadership Impact Gap
|
1.902 | 1.285 |
|
Hyperprolific Authors
|
-1.413 | -0.717 |
|
Institutional Journal Output
|
-0.268 | 2.465 |
|
Redundant Output
|
-0.225 | -0.100 |
The Universidad Nacional Abierta y a Distancia (UNAD) presents a scientific integrity profile marked by a commendable control over individual research practices but with strategic vulnerabilities in its publication and collaboration patterns. With an overall score of 0.397, the institution demonstrates significant strengths, particularly in its extremely low rates of institutional self-citation, hyperprolific authorship, and output in its own journals, complemented by a robust filtering of retracted publications that outperforms the national context. These strengths suggest a solid internal culture of quality and ethical authorship. However, areas requiring strategic attention include a high rate of output in discontinued journals and a notable dependency on external partners for impact, which could challenge the long-term sustainability of its research prestige. According to SCImago Institutions Rankings data, UNAD's thematic strengths are concentrated in Agricultural and Biological Sciences, Environmental Science, and Social Sciences. To fully align with its mission of providing "quality, efficiency, and social equity," it is crucial to address the identified risks, as practices like publishing in low-quality venues could undermine the credibility required to foster the "sustainable economic, social, and human development" it champions. A strategic focus on enhancing publication venue selection and cultivating greater intellectual leadership in collaborations will be key to ensuring its research practices fully reflect its core institutional values.
The institution presents a Z-score of 1.447, which is notably higher than the national average of 0.382. Although both the institution and the country fall within a medium-risk category, this score indicates that the university is more exposed to this dynamic than its national peers. While multiple affiliations can be a legitimate outcome of collaboration, this heightened rate serves as an alert. It suggests a need to review affiliation practices to ensure they reflect genuine scientific partnerships rather than strategic attempts to inflate institutional credit or engage in “affiliation shopping,” thereby safeguarding the transparency and fairness of academic recognition.
With a Z-score of -0.268, the institution demonstrates a low-risk profile that contrasts sharply with the country's significant-risk average of 1.232. This discrepancy suggests the university functions as an effective filter, successfully insulating itself from the systemic vulnerabilities affecting the national scientific landscape. A low retraction rate is a strong indicator of responsible supervision and robust pre-publication quality control mechanisms. This performance signals a healthy integrity culture, effectively preventing the recurring malpractice or lack of methodological rigor that appears to be a more widespread challenge in its environment.
The institution's Z-score of -1.615 places it in the very low-risk category, well below the country's low-risk average of -0.131. This result demonstrates a consistent and exemplary low-risk profile. Such a minimal rate of institutional self-citation is a positive sign, indicating that the university is not operating within a scientific 'echo chamber.' Instead, its research appears to be validated by the broader external community, suggesting strong integration into global scientific dialogue and an academic influence built on external recognition rather than internal dynamics.
The institution's Z-score of 2.487 is significantly elevated compared to the national average of 0.599, placing it in a position of high exposure within a shared medium-risk context. This figure is a critical alert regarding the institution's due diligence in selecting dissemination channels. A high proportion of publications in journals that fail to meet international ethical or quality standards exposes the institution to severe reputational damage. This suggests an urgent need to strengthen information literacy and formal guidance for researchers to avoid channeling valuable scientific work and resources into predatory or low-quality outlets.
The institution registers a Z-score of 0.009, while the national average is 0.112. Both scores are within the medium-risk band, but the institution's significantly lower value points to differentiated management of this issue. It suggests that while operating in an environment where authorship inflation may be common, the university exercises more effective control over this practice. This indicates a greater ability to distinguish between necessary, large-scale collaboration and questionable 'honorary' or political authorship, thereby better preserving individual accountability and transparency in its research output.
With a Z-score of 1.902, the institution shows a higher risk exposure than the national average of 1.285. This elevated gap, where overall impact is significantly higher than the impact of research led by the institution, signals a potential risk to sustainability. It suggests that a substantial portion of the university's scientific prestige may be dependent and exogenous, stemming from collaborations where it does not exercise primary intellectual leadership. This finding invites a strategic reflection on whether its excellence metrics are the result of genuine internal capacity or a reliance on external partners, highlighting the need to foster and empower its own research leaders.
The institution's Z-score of -1.413 is in the very low-risk category, contrasting with the country's low-risk average of -0.717. This absence of risk signals is consistent with a healthy research environment. The lack of authors with extreme publication volumes suggests a sound balance between quantity and quality. This profile effectively mitigates risks such as coercive authorship or the assignment of credit without meaningful participation, demonstrating a commitment to the integrity of the scientific record over the simple inflation of productivity metrics.
The institution shows a Z-score of -0.268, indicating a very low risk, in stark contrast to the country's medium-risk average of 2.465. This demonstrates a clear case of preventive isolation, where the university avoids the risk dynamics prevalent in its national environment. By not relying on its own journals for publication, the institution actively sidesteps potential conflicts of interest and academic endogamy. This practice reinforces its commitment to independent, external peer review, enhances the global visibility of its research, and ensures its output is validated through standard competitive channels.
With a Z-score of -0.225, the institution exhibits a more prudent profile than the national average of -0.100, even though both are in the low-risk category. This indicates that the university manages its processes with greater rigor than the national standard. A lower tendency toward redundant publication suggests that researchers are focused on producing substantive contributions rather than artificially inflating their publication count by dividing studies into 'minimal publishable units.' This approach respects the scientific record and the peer-review system by prioritizing significant new knowledge over volume.