| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
1.358 | -0.220 |
|
Retracted Output
|
-0.202 | -0.311 |
|
Institutional Self-Citation
|
1.789 | -0.125 |
|
Discontinued Journals Output
|
-0.413 | -0.469 |
|
Hyperauthored Output
|
-1.156 | 0.010 |
|
Leadership Impact Gap
|
-0.142 | 0.186 |
|
Hyperprolific Authors
|
-1.413 | -0.715 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
-1.186 | 0.719 |
Oranim Academic College of Education presents a robust scientific integrity profile, reflected in an overall score of -0.210, indicating strong governance with specific areas for strategic refinement. The institution demonstrates exceptional control over practices related to publication quality, authorship, and research fragmentation, with very low risk signals in Rate of Redundant Output, Hyper-Authored Output, and Output in Discontinued Journals. These strengths are foundational to its academic mission. However, moderate risk levels in the Rate of Multiple Affiliations and Institutional Self-Citation require attention. These vulnerabilities could potentially undermine the College's mission to "promote excellence in education" and foster a culture of "respecting diverse ideas," as they may suggest a focus on internal validation and metric optimization over genuine external engagement. The College's strong positioning within Israel's top 20 institutions for Arts and Humanities, Psychology, and Social Sciences, as per SCImago Institutions Rankings data, provides a solid platform for addressing these issues. By leveraging its clear strengths in research integrity to mitigate its few vulnerabilities, the College can more fully align its operational practices with its core values of excellence and intellectual openness.
The institution's Z-score for multiple affiliations is 1.358, a notable deviation from the national average of -0.220. This suggests the College is more sensitive than its national peers to factors driving this practice. While multiple affiliations are often a legitimate result of collaboration, this heightened rate warrants a strategic review to ensure that these affiliations are fostering genuine partnerships rather than being used as a mechanism for "affiliation shopping" or artificially inflating institutional credit.
With a Z-score of -0.202, the institution's rate of retractions is slightly more pronounced than the national baseline of -0.311, signaling an incipient vulnerability. Although the overall level is low, this minor uptick suggests a need for continued vigilance. It serves as a reminder that while some retractions reflect responsible error correction, it is crucial to ensure that pre-publication quality control mechanisms remain robust to prevent any potential for systemic failures in methodological rigor or integrity culture.
The College shows a Z-score of 1.789 in institutional self-citation, indicating a moderate deviation from the national benchmark of -0.125. This pattern suggests a greater tendency toward internal validation compared to its peers. While a degree of self-citation is natural for reinforcing established research lines, this elevated rate warns of a potential risk of creating scientific 'echo chambers'. Such a dynamic could lead to endogamous impact inflation, where the institution's academic influence is magnified by internal dynamics rather than validated by the broader global scientific community.
The institution's Z-score of -0.413, compared to the country's -0.469, represents minimal residual noise in an environment already characterized by very low risk. This indicates that while the College's performance is excellent, it is marginally more likely than the national average to register a publication in a discontinued journal. This is not a significant concern but highlights the ongoing importance of maintaining strict due diligence in selecting dissemination channels to completely avoid any reputational risks associated with predatory or low-quality publishing practices.
The institution demonstrates a clear and positive disconnection from national trends, with a Z-score of -1.156 in a country where the average is 0.010. This state of preventive isolation shows that the College does not replicate the risk dynamics of author list inflation observed elsewhere. This practice reflects a strong institutional culture that values transparency and individual accountability, effectively distinguishing between necessary collaboration and the diluting effects of 'honorary' or political authorship.
The College exhibits strong institutional resilience, with a Z-score of -0.142 that contrasts favorably with the national average of 0.186. This indicates that the institution's control mechanisms effectively mitigate the systemic national risk of impact dependency. The result suggests that the College's scientific prestige is built upon its own structural capacity and intellectual leadership, avoiding the sustainability risk of being dependent on external collaborations where it does not play a leading role.
With a Z-score of -1.413, well below the national average of -0.715, the institution demonstrates low-profile consistency and an absence of risk signals in this area. This aligns perfectly with a national standard that already discourages hyper-prolificity. The data confirms a healthy balance between quantity and quality, indicating a culture that prioritizes meaningful intellectual contribution over extreme publication volumes, thereby avoiding risks such as coercive authorship or credit assigned without genuine participation.
The institution's Z-score of -0.268 is identical to the national average, demonstrating perfect integrity synchrony. This alignment reflects a shared commitment to maximum scientific security by minimizing reliance on in-house journals. By prioritizing independent external peer review, the College avoids potential conflicts of interest and the risk of academic endogamy, ensuring its research is validated through competitive international channels and enhancing its global visibility.
The College operates in preventive isolation from a risk that is more common at the national level, with its Z-score of -1.186 standing in sharp contrast to the country's average of 0.719. This strong negative signal indicates a robust institutional culture that discourages the practice of fragmenting studies into 'minimal publishable units'. This commitment ensures that the College's output prioritizes the communication of significant new knowledge over the artificial inflation of productivity metrics, thereby protecting the integrity of the scientific record.
