| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
1.095 | -0.220 |
|
Retracted Output
|
-0.230 | -0.311 |
|
Institutional Self-Citation
|
-1.013 | -0.125 |
|
Discontinued Journals Output
|
-0.084 | -0.469 |
|
Hyperauthored Output
|
-0.704 | 0.010 |
|
Leadership Impact Gap
|
-1.281 | 0.186 |
|
Hyperprolific Authors
|
-1.413 | -0.715 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
-1.186 | 0.719 |
Ashkelon Academic College presents a robust scientific integrity profile, characterized by an overall low-risk score of -0.354 and exceptional performance in multiple key areas. The institution demonstrates significant strengths, with very low risk levels in five of the nine indicators analyzed, including Institutional Self-Citation, Gap in Leadership Impact, Hyperprolific Authors, Output in Institutional Journals, and Redundant Output. These results signal a strong internal culture of quality and ethical research practices. The primary area for strategic attention is the Rate of Multiple Affiliations, which registers a medium risk level and deviates from the national standard. Based on SCImago Institutions Rankings data, the College's thematic strengths are concentrated in Social Sciences and Psychology, where it holds competitive national rankings. While the specific institutional mission was not provided, the observed integrity profile strongly supports the core values of academic excellence and social responsibility common to higher education. The identified medium-risk indicator could, if unaddressed, pose a challenge to these values by creating a perception of strategic metric inflation over genuine collaboration. A proactive focus on this specific area, alongside continued monitoring of minor vulnerabilities, will further solidify the College's position as a reliable and high-integrity academic institution.
The institution presents a Z-score of 1.095, which contrasts with the national average of -0.220. This moderate deviation indicates that the College shows a greater sensitivity to risk factors in this area than its national peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this elevated rate warrants a review. It is important to ensure that these affiliations reflect genuine, substantive collaborations rather than strategic attempts to inflate institutional credit or "affiliation shopping," a practice that can distort the perception of the institution's collaborative footprint.
With a Z-score of -0.230, slightly higher than the national average of -0.311, the institution shows an incipient vulnerability. Although the overall risk level is low, this subtle difference suggests that the College exhibits early signals that warrant review before they escalate. Retractions are complex events, and a rate significantly higher than the average can alert to a vulnerability in the institution's integrity culture. This indicator serves as a reminder of the importance of robust pre-publication quality control mechanisms to prevent potential recurring malpractice or a lack of methodological rigor.
The institution's Z-score of -1.013 is exceptionally low, particularly when compared to the national average of -0.125. This demonstrates a low-profile consistency, where the absence of risk signals aligns with and even surpasses the national standard. A certain level of self-citation is natural, reflecting the continuity of research lines. However, the College's very low rate is a strong positive signal, indicating that it avoids scientific isolation or 'echo chambers.' This result suggests that the institution's academic influence is validated by broad external scrutiny from the global community, not oversized by internal dynamics.
The institution's Z-score of -0.084 represents a slight divergence from the national average of -0.469. This indicates that the College shows low-level signals of risk activity that do not appear in the rest of the country, which maintains a very low-risk profile. While sporadic presence in such journals may be unintentional, this signal suggests a need to reinforce due diligence in selecting dissemination channels. It serves as a constructive alert to enhance information literacy among researchers to avoid channeling scientific production through media that may not meet international ethical or quality standards, thereby preventing reputational risks and the misallocation of resources.
With a Z-score of -0.704, the institution demonstrates a low-risk profile that stands in positive contrast to the national average of 0.010, which falls into the medium-risk category. This suggests a high degree of institutional resilience, as internal control mechanisms appear to effectively mitigate the systemic risks observed in the broader national context. In fields outside of 'Big Science,' high rates of hyper-authorship can indicate author list inflation. The College's low score is a positive sign that it successfully fosters a culture of transparency and accountability, distinguishing necessary collaboration from 'honorary' authorship practices.
The institution exhibits a Z-score of -1.281, a figure that indicates a very low risk and stands in stark contrast to the national average of 0.186 (medium risk). This demonstrates a pattern of preventive isolation, where the College does not replicate the risk dynamics of impact dependency observed in its environment. A wide positive gap can signal that an institution's prestige is overly reliant on external partners. The College's strong negative score is an indicator of scientific sustainability and autonomy, suggesting that its excellence metrics result from genuine internal capacity and intellectual leadership, not merely strategic positioning in collaborations.
The institution's Z-score of -1.413 is significantly lower than the national average of -0.715, indicating an exemplary low-profile consistency. The complete absence of risk signals in this area aligns with the low-risk national standard and points to a healthy research environment. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may signal imbalances between quantity and quality. The College's very low rate in this indicator is a positive sign that it effectively avoids risks such as coercive authorship or the prioritization of metrics over the integrity of the scientific record.
The institution's Z-score of -0.268 is identical to the national average, reflecting perfect integrity synchrony. This total alignment with an environment of maximum scientific security indicates a strong commitment to external validation. While in-house journals can be valuable for local dissemination, excessive dependence on them raises risks of academic endogamy and potential conflicts of interest. The College's very low rate demonstrates that its scientific production consistently undergoes independent external peer review, a practice that enhances global visibility and ensures its research is validated against standard competitive benchmarks.
With a Z-score of -1.186, the institution shows a very low risk, effectively isolating itself from the national trend, which has a Z-score of 0.719 (medium risk). This pattern of preventive isolation suggests that the College does not replicate the risk dynamics related to data fragmentation that are more prevalent in its environment. A high rate of redundant output, or 'salami slicing,' can indicate a practice of dividing studies into minimal units to artificially inflate productivity. The College's very low score is a strong indicator that its research culture prioritizes the generation of significant new knowledge over the pursuit of volume.