| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.316 | -0.220 |
|
Retracted Output
|
-0.362 | -0.311 |
|
Institutional Self-Citation
|
0.013 | -0.125 |
|
Discontinued Journals Output
|
-0.465 | -0.469 |
|
Hyperauthored Output
|
-0.102 | 0.010 |
|
Leadership Impact Gap
|
0.292 | 0.186 |
|
Hyperprolific Authors
|
-0.780 | -0.715 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
1.206 | 0.719 |
Ben-Gurion University of the Negev demonstrates a robust overall integrity profile, characterized by a low-risk score of -0.268. The institution exhibits significant strengths in areas of procedural diligence, with exceptionally low-risk indicators for publications in discontinued journals and institutional journals, reflecting a strong commitment to external validation. Furthermore, the university shows prudent management and resilience, outperforming national averages in controlling multiple affiliations, retracted outputs, hyper-prolificacy, and hyper-authorship. However, areas requiring strategic attention include a moderate deviation from national norms in institutional self-citation and a high exposure to risks associated with impact dependency and redundant publications. These vulnerabilities contrast with the university's outstanding academic positioning, as evidenced by SCImago Institutions Rankings data placing it among the top national institutions in key areas such as Mathematics (3rd), Veterinary (3rd), Computer Science (4th), and Earth and Planetary Sciences (4th). To fully align with its mission of achieving "excellence in research" and "social responsibility," it is crucial to address these integrity risks. Practices that suggest academic endogamy or prioritize publication volume over substance could undermine the pursuit of genuine "scientific innovation" and tarnish its reputation. By proactively reviewing the incentive structures that may lead to these moderate-risk behaviors, Ben-Gurion University can further solidify its standing as a global leader, ensuring its operational practices are as excellent as its research outcomes.
The institution presents a Z-score of -0.316, which is more favorable than the national average of -0.220. This result indicates that the university manages its affiliation processes with greater rigor than the national standard. Both scores fall within a low-risk range, but the university's more prudent profile suggests effective policies are in place to ensure affiliations are transparent and legitimate. While multiple affiliations can be a natural outcome of collaboration, the university's controlled rate demonstrates a proactive stance in preventing strategic practices like “affiliation shopping,” thereby safeguarding the clarity and integrity of its institutional credit.
With a Z-score of -0.362, the institution shows a lower rate of retractions compared to the national average of -0.311. This superior performance within a low-risk context suggests that the university's pre-publication quality control and supervision mechanisms are more rigorous than the national standard. Retractions can sometimes signify responsible error correction, but a consistently low rate like this points to a strong institutional culture of methodological soundness and integrity, effectively preventing the systemic failures that can lead to post-publication withdrawals and protecting its scientific reputation.
The university's Z-score of 0.013 places it in a medium-risk category, representing a moderate deviation from the national average, which sits at a low-risk -0.125. This divergence suggests the institution is more sensitive to this particular risk factor than its national peers. A certain level of self-citation is natural, reflecting ongoing research lines. However, this elevated rate warrants attention as it can signal concerning scientific isolation or 'echo chambers' where work is validated internally without sufficient external scrutiny. This trend risks creating an endogamous impact that may be inflated by internal dynamics rather than recognized by the global scientific community.
The institution's Z-score of -0.465 is in perfect alignment with the national average of -0.469, both indicating a very low-risk profile. This integrity synchrony demonstrates a shared commitment across the national academic system to upholding high standards in the selection of publication venues. This result confirms that the university exercises excellent due diligence, effectively avoiding channels that fail to meet international ethical or quality standards. Such performance protects the institution from reputational damage and ensures research resources are not wasted on predatory or low-quality outlets.
With a Z-score of -0.102, the institution maintains a low-risk profile, in contrast to the national average of 0.010, which falls into the medium-risk category. This demonstrates significant institutional resilience, as the university's control mechanisms appear to successfully mitigate a systemic risk observed elsewhere in the country. While extensive author lists are legitimate in 'Big Science,' the university's ability to keep this indicator low suggests it effectively curbs practices like author list inflation or 'honorary' authorships, thereby preserving individual accountability and transparency in its research contributions.
The university's Z-score of 0.292 is higher than the national average of 0.186, although both are in the medium-risk range. This indicates that the institution has a higher exposure to this risk, suggesting a greater dependency on external collaborations for its high-impact research. A wide positive gap, where overall impact is high but the impact of institution-led research is lower, signals a potential sustainability risk. It suggests that the university's scientific prestige may be more reliant on its role in collaborations where it does not exercise intellectual leadership, prompting a strategic reflection on how to build more structural, endogenous research capacity.
The institution's Z-score of -0.780 is notably lower than the national average of -0.715, positioning it as more rigorous within an already low-risk environment. This prudent profile indicates a healthy balance between productivity and quality. By showing a lower incidence of extreme individual publication volumes, the university effectively mitigates the risks of coercive authorship, data fragmentation, or authorship assigned without meaningful contribution. This focus ensures that its research output prioritizes the integrity of the scientific record over sheer metrics.
With a Z-score of -0.268, the institution's performance is identical to the national average, reflecting a shared and exemplary very low-risk profile. This integrity synchrony highlights a strong, system-wide commitment to seeking external, independent peer review for its research. By avoiding reliance on in-house journals, the university eliminates potential conflicts of interest and the risk of academic endogamy. This practice enhances the global visibility and credibility of its scientific production, ensuring it is validated through standard competitive channels.
The institution's Z-score of 1.206 indicates a high exposure to this risk, significantly exceeding the national average of 0.719, which is also in the medium-risk category. This suggests the university is more prone than its national peers to practices that lead to redundant publications. A high value in this indicator alerts to the potential fragmentation of coherent studies into 'minimal publishable units' to artificially inflate productivity metrics. This practice, often called 'salami slicing,' can distort the scientific evidence base and warrants a review of institutional incentives to ensure they reward significant new knowledge over publication volume.