| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.938 | -0.476 |
|
Retracted Output
|
0.314 | -0.174 |
|
Institutional Self-Citation
|
-0.042 | -0.045 |
|
Discontinued Journals Output
|
-0.332 | -0.276 |
|
Hyperauthored Output
|
0.524 | 0.497 |
|
Leadership Impact Gap
|
-0.513 | 0.185 |
|
Hyperprolific Authors
|
-0.427 | -0.391 |
|
Institutional Journal Output
|
0.020 | 0.278 |
|
Redundant Output
|
-0.394 | -0.228 |
Universidad Miguel Hernandez presents a robust and commendable scientific integrity profile, with an overall risk score of -0.128, indicating performance that is healthier than the global average. The institution demonstrates significant strengths in maintaining a low rate of multiple affiliations and avoiding discontinued journals, showcasing strong governance and due diligence. A key strategic advantage is its low dependency on external collaborations for impact, a sign of resilient and sustainable internal research capacity. These strengths are reflected in its national leadership in key thematic areas according to SCImago Institutions Rankings data, including Psychology (ranked 14th in Spain), Medicine (25th), and both Agricultural and Biological Sciences and Earth and Planetary Sciences (29th). However, to fully align with its mission of providing "quality services" and contributing to "socio-economic development," the university must address areas of moderate risk, specifically the rates of retracted output and hyper-authored publications. These indicators, while not critical, represent a potential divergence from the institutional commitment to excellence and could undermine public trust. A proactive strategy to review and reinforce pre-publication quality controls and authorship policies will ensure that its strong research output remains synonymous with the highest standards of scientific integrity.
The institution demonstrates an exceptionally low risk in this area, with a Z-score of -0.938, which is significantly better than the national average of -0.476. This result suggests a clear and consistent affiliation policy that aligns with the low-risk national standard. While multiple affiliations can be a legitimate outcome of researcher mobility or partnerships, the university's very low rate provides strong assurance against strategic practices like “affiliation shopping,” reinforcing a culture where institutional credit is earned through transparent and direct contributions.
A notable point of concern is the rate of retracted output, where the institution's Z-score of 0.314 places it at a medium risk level, deviating from the low-risk national benchmark of -0.174. This suggests the university is more exposed to this risk factor than its national peers. Retractions are complex events, but a rate significantly higher than the norm alerts to a potential vulnerability in the institution's integrity culture. It suggests that quality control mechanisms prior to publication may be failing more frequently than elsewhere in the country, indicating a possible recurrence of methodological weaknesses that requires immediate qualitative verification by management to safeguard its scientific reputation.
The university's rate of institutional self-citation (Z-score: -0.042) is in almost perfect alignment with the national average (Z-score: -0.045), indicating a normal and expected level of risk for its context. A certain degree of self-citation is natural and reflects the consolidation of internal research lines. The institution's performance shows no signs of concerning scientific isolation or 'echo chambers.' This alignment with the national standard suggests that the university's academic influence is appropriately balanced between internal validation and recognition from the broader global community.
With a Z-score of -0.332, the institution exhibits a very low risk of publishing in discontinued journals, performing better than the already low-risk national average of -0.276. This excellent result demonstrates a strong commitment to due diligence in selecting high-quality dissemination channels. This proactive stance effectively mitigates severe reputational risks and prevents the misallocation of resources to 'predatory' or substandard publications, ensuring that its scientific output is placed in reputable and enduring venues.
The institution's Z-score of 0.524 for hyper-authored output places it at a medium risk level, closely mirroring the national trend (Z-score: 0.497). This alignment suggests that the university's authorship patterns are influenced by systemic practices shared across the country. While extensive author lists are legitimate in 'Big Science' collaborations, this shared medium-risk level serves as a signal to carefully distinguish between necessary massive collaboration and potential 'honorary' or political authorship practices that could dilute individual accountability and transparency.
The university demonstrates significant institutional resilience in this indicator. Its Z-score of -0.513 (low risk) contrasts sharply with the country's medium-risk score of 0.185, indicating that the institution effectively mitigates a systemic national vulnerability. A wide positive gap often signals that scientific prestige is dependent on external partners. However, this institution's small gap suggests that its high-impact research is driven by strong internal capacity and intellectual leadership, ensuring its scientific excellence is structural and sustainable rather than reliant on its positioning in external collaborations.
The institution's Z-score of -0.427 for hyperprolific authors reflects a low-risk profile that is statistically normal and consistent with the national average of -0.391. This alignment indicates that the university's productivity patterns are in line with expectations for its context. While extreme individual publication volumes can signal imbalances between quantity and quality, the current level does not suggest widespread risks such as coercive authorship or the assignment of credit without real participation, reflecting a healthy balance that prioritizes the integrity of the scientific record.
While both the institution (Z-score: 0.020) and the country (Z-score: 0.278) register a medium risk level for this indicator, the university shows evidence of differentiated management. Its score is substantially lower than the national average, indicating that it moderates a risk that is more common nationwide. Although in-house journals can present conflicts of interest, the university's lower dependence on them suggests a reduced risk of academic endogamy. This implies a stronger commitment to independent external peer review and less reliance on internal channels as 'fast tracks' for publication compared to its national peers.
The institution maintains a prudent profile regarding redundant output, with a Z-score of -0.394 that is not only in the low-risk category but also notably better than the national average of -0.228. This demonstrates that the university manages its research processes with more rigor than the national standard. A low score in this area indicates a reduced risk of 'salami slicing,' the practice of fragmenting studies to artificially inflate productivity. This commitment to publishing significant, coherent bodies of work upholds the integrity of scientific evidence and avoids overburdening the peer review system.
