| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
3.841 | 1.104 |
|
Retracted Output
|
-0.353 | -0.184 |
|
Institutional Self-Citation
|
-0.072 | 0.152 |
|
Discontinued Journals Output
|
0.580 | -0.219 |
|
Hyperauthored Output
|
-0.909 | 0.160 |
|
Leadership Impact Gap
|
0.571 | 0.671 |
|
Hyperprolific Authors
|
-1.180 | -0.684 |
|
Institutional Journal Output
|
-0.268 | 0.934 |
|
Redundant Output
|
-0.217 | -0.068 |
Universidad Bernardo O'Higgins presents a solid scientific integrity profile, reflected in an overall risk score of 0.218, indicating robust internal controls and a general alignment with best practices. The institution demonstrates significant strengths in managing authorship standards, with very low rates of hyperprolific authors and output in institutional journals, alongside prudent management of retractions and redundant publications. These strengths provide a firm foundation for its research activities, which show national prominence in areas such as Earth and Planetary Sciences, Economics, Econometrics and Finance, Chemistry, and Agricultural and Biological Sciences, according to SCImago Institutions Rankings data. However, to fully embody its mission of training professionals with a strong "ethical sense" and contributing to the "public interest," the university must address key vulnerabilities. The significant rate of multiple affiliations and a medium rate of publication in discontinued journals represent strategic risks that could undermine the credibility and impact of its knowledge generation. By focusing on these specific areas, the institution can further solidify its commitment to excellence and its role in the nation's development.
The institution's Z-score for the Rate of Multiple Affiliations is 3.841, a figure that stands in stark contrast to the national average of 1.104. This disparity suggests that the university is not only participating in a national trend but is significantly amplifying it, pointing to a systemic vulnerability. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this disproportionately high rate signals a critical risk of strategic attempts to inflate institutional credit or “affiliation shopping.” The data indicates an urgent need to review institutional policies on affiliation to ensure they reflect genuine collaboration and do not compromise the transparency and ethical representation of the university's scientific contributions.
With a Z-score of -0.353, the institution demonstrates a lower rate of retracted output compared to the national average of -0.184. This favorable comparison indicates a prudent and rigorous approach to quality control. Retractions are complex events, and a low rate suggests that the university's pre-publication review mechanisms are effective in preventing the systemic failures that can lead to them. This result reflects a healthy integrity culture where methodological rigor is prioritized, minimizing the need for post-publication corrections and reinforcing the reliability of its scientific record.
The university's Z-score for institutional self-citation is -0.072, positioning it well below the national average of 0.152, which shows a medium-level risk. This demonstrates strong institutional resilience, suggesting that internal control mechanisms are successfully mitigating a risk that is more prevalent across the country. A certain level of self-citation is natural, but the institution avoids the disproportionately high rates that can signal concerning scientific isolation or 'echo chambers'. This low value indicates that the university's work is validated by the broader scientific community, ensuring its academic influence is based on global recognition rather than being inflated by endogamous internal dynamics.
The institution exhibits a Z-score of 0.580 for output in discontinued journals, a moderate risk level that deviates significantly from the low-risk national average of -0.219. This indicates a greater institutional sensitivity to this particular risk factor compared to its national peers. A high proportion of publications in such journals constitutes a critical alert regarding due diligence in selecting dissemination channels. This Z-score suggests that a portion of the university's scientific production is being channeled through media that may not meet international ethical or quality standards, exposing it to reputational risks and signaling an urgent need to enhance information literacy among its researchers to avoid channeling resources into 'predatory' or low-quality practices.
With a Z-score of -0.909, the institution maintains a low rate of hyper-authored output, in contrast to the medium-risk national average of 0.160. This performance highlights the university's resilience and effective filtering of a risk present in its environment. While extensive author lists are legitimate in 'Big Science' contexts, the institution's low score suggests it successfully avoids the pitfalls of author list inflation outside of these areas. This serves as a positive signal that the university promotes a culture of accountability and transparency, effectively distinguishing between necessary massive collaboration and questionable 'honorary' authorship practices.
The university's Z-score for the gap between its total impact and the impact of its led research is 0.571, a medium-risk value that is nevertheless lower than the national average of 0.671. This suggests a differentiated management approach, where the institution is actively moderating a risk that is common throughout the country. A wide positive gap can signal a sustainability risk, where prestige is dependent on external partners rather than internal capacity. While a gap exists, its moderation compared to the national trend indicates that the university is making progress in building structural scientific prestige and exercising intellectual leadership in its collaborations, reducing its dependence on exogenous impact.
The institution presents a Z-score of -1.180 for hyperprolific authors, a very low value that is consistent with the low-risk national context (Z-score of -0.684). This result demonstrates an operational environment free of the risk signals associated with extreme individual publication volumes. By avoiding this indicator, the university shows a commitment to balancing quantity and quality, steering clear of potential issues like coercive authorship or the assignment of authorship without real participation. This reinforces a culture where the integrity of the scientific record is prioritized over the simple inflation of productivity metrics.
With a Z-score of -0.268, the university shows a very low rate of publication in its own journals, effectively isolating itself from the medium-risk dynamic observed at the national level (Z-score of 0.934). This preventive stance is a sign of strong governance. While in-house journals can be valuable, an over-reliance on them raises conflict-of-interest concerns. The institution's low score indicates that its scientific production primarily undergoes independent external peer review, which enhances its global visibility and confirms that internal channels are not being used as 'fast tracks' to inflate publication counts without standard competitive validation.
The institution's Z-score for redundant output is -0.217, a low value that indicates a more rigorous management of publication practices than the national average of -0.068. This prudent profile suggests that the university effectively discourages the practice of dividing a coherent study into minimal publishable units to artificially inflate productivity, often known as 'salami slicing.' By maintaining a low rate of bibliographic overlap between publications, the institution demonstrates a commitment to producing significant new knowledge rather than prioritizing volume, thereby contributing positively to the scientific record and respecting the academic review system.
