Wageningen University and Research Centre

Region/Country

Western Europe
Netherlands
Universities and research institutions

Overall

-0.338

Integrity Risk

very low

Indicators relating to the period 2020-2024

Indicator University Z-score Average country Z-score
Multi-affiliation
0.736 -0.033
Retracted Output
-0.324 -0.277
Institutional Self-Citation
-0.176 -0.383
Discontinued Journals Output
-0.522 -0.494
Hyperauthored Output
0.247 0.843
Leadership Impact Gap
-1.196 0.085
Hyperprolific Authors
-0.852 0.444
Institutional Journal Output
-0.205 -0.245
Redundant Output
-0.967 -0.302
0 represents the global average
AI-generated summary report

EXECUTIVE SUMMARY AND STRATEGIC VISION

Wageningen University and Research Centre demonstrates an outstanding scientific integrity profile, reflected in an overall risk score of -0.338. This performance indicates a robust governance framework that significantly surpasses global benchmarks. The institution's primary strengths lie in its exceptional control over research impact dependency, publication channel selection, and data fragmentation, showcasing a culture that prioritizes substantive, independent science. While its overall profile is exemplary, moderate signals in the rates of multiple affiliations and hyper-authorship warrant strategic attention to ensure policies fully support transparency and accountability. These results are particularly relevant given the institution's world-leading status, confirmed by SCImago Institutions Rankings data, in core thematic areas such as Agricultural and Biological Sciences, Environmental Science, and Veterinary. Fulfilling the mission "To explore the potential of nature to improve the quality of life" demands the highest level of scientific credibility. The minor vulnerabilities detected, if unaddressed, could subtly undermine the trust required for such a socially impactful mission. Therefore, we recommend a proactive review of collaboration and authorship guidelines to further align its operational practices with its already stellar scientific reputation, cementing its role as a global leader in both research excellence and integrity.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution presents a Z-score of 0.736, which shows a moderate deviation from the national average of -0.033. This suggests the center is more sensitive than its national peers to practices leading to multiple institutional affiliations. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this noticeable divergence from the national standard calls for a review. It is important to verify that this trend is driven by genuine, strategic collaboration rather than attempts to inflate institutional credit or engage in “affiliation shopping,” ensuring that all declared affiliations correspond to substantive contributions.

Rate of Retracted Output

With a Z-score of -0.324, the institution's rate of retractions is statistically normal and aligns closely with the national context (Z-score: -0.277). This alignment indicates that the frequency of retractions is as expected for an institution of its size and scope within the Netherlands. Retractions can signify responsible supervision and the honest correction of errors. The observed rate does not suggest any systemic failure in pre-publication quality control mechanisms but rather reflects a standard and healthy scientific correction process, consistent with national integrity standards.

Rate of Institutional Self-Citation

The institution's Z-score for self-citation is -0.176, which, while low, is slightly higher than the national average of -0.383. This value points to an incipient vulnerability that warrants review before it escalates. A certain level of self-citation is natural, reflecting the continuity of research lines. However, this subtle increase compared to the national trend serves as an early signal to ensure the institution's work is consistently validated by the broader scientific community, mitigating any risk of creating 'echo chambers' where impact might be perceived as inflated by internal dynamics rather than external recognition.

Rate of Output in Discontinued Journals

The institution demonstrates exceptional performance with a Z-score of -0.522, showing perfect integrity synchrony with the national environment, which has a Z-score of -0.494. This total alignment reflects an environment of maximum scientific security regarding publication choices. Such a low rate constitutes a critical strength, indicating that the institution exercises rigorous due diligence in selecting dissemination channels. This practice effectively shields it from the severe reputational risks associated with channeling research through media that fail to meet international ethical or quality standards.

Rate of Hyper-Authored Output

With a Z-score of 0.247, the institution shows evidence of hyper-authorship, a pattern also present at the national level (Z-score: 0.843). However, the institution's score is significantly lower, indicating a differentiated management approach that successfully moderates a risk common in the country. This suggests a greater ability to distinguish between necessary massive collaboration, which is legitimate in certain fields, and practices like 'honorary' authorship. By better controlling this trend, the institution promotes clearer individual accountability and transparency in its research contributions compared to its national peers.

Gap between Impact of total output and the impact of output with leadership

The institution exhibits a Z-score of -1.196, a figure that signals exceptional scientific independence and contrasts sharply with the national average of 0.085. This result demonstrates a state of preventive isolation, where the center does not replicate the risk dynamics observed in its environment. A negative gap indicates that the impact of research led by the institution is robust and not reliant on external partners for prestige. This is a clear indicator of sustainable, structural excellence and true intellectual leadership, proving that its high-impact science is generated from a strong internal capacity.

Rate of Hyperprolific Authors

The institution's Z-score of -0.852 contrasts significantly with the national Z-score of 0.444, showcasing strong institutional resilience. This indicates that internal control mechanisms are effectively mitigating the systemic risks of hyperprolific authorship that are more prevalent at the country level. While high productivity can be legitimate, extreme publication volumes can challenge the limits of meaningful intellectual contribution. The institution's low score suggests a healthy balance between quantity and quality, successfully avoiding risks such as coercive authorship or the assignment of credit without real participation.

Rate of Output in Institutional Journals

With a Z-score of -0.205, the institution is in complete alignment with the secure national environment (Z-score: -0.245) regarding the use of its own journals. This integrity synchrony demonstrates a strong commitment to external validation and global visibility. By avoiding excessive dependence on in-house journals, the institution sidesteps potential conflicts of interest and the risk of academic endogamy. This practice ensures that its scientific production consistently undergoes independent external peer review, reinforcing the credibility and competitiveness of its research on an international stage.

Rate of Redundant Output

The institution shows an exemplary Z-score of -0.967, indicating a near-total absence of redundant publications and aligning perfectly with the low-risk national standard (Z-score: -0.302). This low-profile consistency highlights a research culture that values substantive contributions over inflated publication counts. The data strongly suggests that the institution actively discourages 'salami slicing'—the practice of fragmenting a single study into multiple minimal units. This commitment to publishing coherent and significant new knowledge strengthens the scientific record and demonstrates respect for the academic review system.

This report was automatically generated using Google Gemini to provide a brief analysis of the university scores.
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