| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.398 | -0.220 |
|
Retracted Output
|
-0.277 | -0.311 |
|
Institutional Self-Citation
|
-0.247 | -0.125 |
|
Discontinued Journals Output
|
-0.478 | -0.469 |
|
Hyperauthored Output
|
-0.568 | 0.010 |
|
Leadership Impact Gap
|
0.105 | 0.186 |
|
Hyperprolific Authors
|
-0.840 | -0.715 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
0.359 | 0.719 |
Bar-Ilan University demonstrates a robust scientific integrity profile, with an overall risk score of -0.347 that indicates performance superior to the global average. The institution's primary strengths lie in its effective governance and control mechanisms, which allow it to either outperform or align with national integrity standards across most indicators. Notably, the university shows exceptional resilience in areas like Hyper-Authored Output, where it maintains a low-risk profile despite a medium-risk national environment, and effectively moderates systemic risks such as Redundant Output and dependency on external collaborations for impact. The main areas for continued attention, though managed better than the national average, are the 'Gap between Impact of total output and the impact of output with leadership' and the 'Rate of Redundant Output'. According to SCImago Institutions Rankings data, this strong integrity framework underpins areas of significant academic strength, including top-tier national rankings in Veterinary, Psychology, Business, Management and Accounting, and Economics, Econometrics and Finance. While the institution's specific mission statement was not available for this analysis, a strong scientific integrity profile is fundamental to any mission centered on academic excellence and societal contribution. The observed risk control mechanisms directly support these universal values. It is recommended that the university leverage this strong integrity posture as a strategic asset while continuing to monitor and refine policies related to research collaboration and publication strategy.
The institution presents a Z-score of -0.398, which is more favorable than the national average of -0.220. This prudent profile suggests that the university manages its affiliation processes with greater rigor than the national standard. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the institution's controlled rate indicates a reduced risk of strategic attempts to inflate institutional credit or engage in “affiliation shopping,” reflecting clear and well-enforced policies on academic attribution.
With a Z-score of -0.277, the institution's performance is statistically normal and closely aligned with the national average of -0.311. This alignment at a low-risk level indicates that the frequency of retractions is as expected for its context and size. Retractions can be complex events, sometimes signifying responsible supervision through the correction of honest errors. In this case, the data does not suggest that quality control mechanisms are failing systemically; rather, it points to a standard and healthy engagement with the scientific self-correction process, consistent with national peers.
The university's Z-score of -0.247 is notably lower than the national average of -0.125, indicating a prudent and externally-focused publication profile. This demonstrates that the institution manages its citation practices with more rigor than the national standard. A certain level of self-citation is natural, but the university's lower rate signals a healthy avoidance of scientific isolation or 'echo chambers.' This suggests that the institution's academic influence is validated by the broader global community rather than being disproportionately inflated by internal dynamics.
The institution exhibits a Z-score of -0.478, showing almost perfect integrity synchrony with the national average of -0.469. This total alignment in a very low-risk environment demonstrates a shared commitment to maximum scientific security in publication choices. This score indicates that the university's researchers are highly diligent in selecting dissemination channels, effectively avoiding media that do not meet international ethical or quality standards. Such performance mitigates reputational risks and confirms a strong culture of information literacy that prevents the channeling of research into 'predatory' or low-quality venues.
Bar-Ilan University shows a Z-score of -0.568, a low-risk value that contrasts sharply with the medium-risk national average of 0.010. This demonstrates significant institutional resilience, as internal control mechanisms appear to successfully mitigate the country's systemic risks related to authorship. While extensive author lists are legitimate in 'Big Science' fields, a high rate can indicate author list inflation. The university's low score suggests its governance effectively distinguishes between necessary massive collaboration and questionable 'honorary' authorship practices, thereby upholding individual accountability and transparency.
The institution's Z-score for this indicator is 0.105, which, while in the medium-risk category, is considerably better than the national average of 0.186. This reflects a differentiated management approach, where the university moderates a risk that appears more common across the country. A wide positive gap signals a sustainability risk where scientific prestige is dependent on external partners rather than internal capacity. The university's smaller gap suggests that while it leverages collaborations, it maintains a stronger base of intellectual leadership and structural excellence compared to its national peers, reducing its dependency on exogenous impact.
With a Z-score of -0.840, the university demonstrates a more prudent profile than the national average of -0.715. This indicates that the institution manages author productivity with more rigor than the national standard. While high productivity can reflect leadership, extreme publication volumes can challenge the limits of meaningful intellectual contribution. The university's lower score suggests a healthy balance between quantity and quality, with a reduced risk of practices like coercive authorship or assigning credit without real participation, thereby prioritizing the integrity of the scientific record.
The institution's Z-score of -0.268 is identical to the national average, reflecting complete integrity synchrony in a very low-risk environment. This total alignment demonstrates a shared national commitment to avoiding academic endogamy. By minimizing reliance on in-house journals, the university ensures its scientific production undergoes independent external peer review, which is crucial for objective validation and global visibility. This practice effectively mitigates the conflict of interest that arises when an institution acts as both judge and party, reinforcing a culture of competitive, merit-based publication.
The university's Z-score of 0.359, although indicating a medium risk, shows differentiated management compared to the higher national average of 0.719. This suggests the institution is more effectively moderating the risk of data fragmentation, a common issue in the country. A high rate of redundant output, or 'salami slicing,' can indicate a practice of dividing studies into minimal publishable units to artificially inflate productivity. The university's more controlled score suggests a stronger institutional emphasis on publishing coherent, significant contributions to knowledge rather than prioritizing publication volume, thus better preserving the integrity of the scientific evidence base.