Ruppin Academic Center

Region/Country

Middle East
Israel
Universities and research institutions

Overall

-0.425

Integrity Risk

very low

Indicators relating to the period 2020-2024

Indicator University Z-score Average country Z-score
Multi-affiliation
0.800 -0.220
Retracted Output
-0.334 -0.311
Institutional Self-Citation
0.818 -0.125
Discontinued Journals Output
-0.545 -0.469
Hyperauthored Output
-0.903 0.010
Leadership Impact Gap
-1.976 0.186
Hyperprolific Authors
-1.413 -0.715
Institutional Journal Output
-0.268 -0.268
Redundant Output
-0.488 0.719
0 represents the global average
AI-generated summary report

EXECUTIVE SUMMARY AND STRATEGIC VISION

Ruppin Academic Center demonstrates a robust scientific integrity profile, reflected in an overall risk score of -0.425, which indicates a performance well within the bounds of international best practices. The institution's primary strengths lie in its exceptional control over publication quality and research autonomy, with very low risk signals in areas such as output in discontinued journals, redundant publications, and dependency on external collaborations for impact. However, a moderate level of risk is observed in the rates of Multiple Affiliations and Institutional Self-Citation, which warrant strategic attention. According to SCImago Institutions Rankings data, the Center has established a recognized academic presence in key thematic areas including Arts and Humanities, Business, Management and Accounting, Psychology, and Social Sciences. These achievements align with the institutional mission to "instill, develop and maintain a high level of academic knowledge." To fully realize this mission and shape future leaders with an unwavering ethical compass, it is crucial to address the identified moderate risks, as they could subtly undermine the perception of academic excellence and social contribution. By proactively refining policies on affiliation and fostering broader external validation, the Center can leverage its strong integrity foundation to further enhance its reputation and impact.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution presents a Z-score of 0.800, a figure that moderately deviates from the national average of -0.220. This suggests the Center 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, a disproportionately high rate can signal strategic attempts to inflate institutional credit or “affiliation shopping.” This variance from the national norm indicates a need to review internal policies to ensure that all affiliations reflect substantive and transparent collaboration, thereby safeguarding the institution's academic currency.

Rate of Retracted Output

With a Z-score of -0.334, the institution's performance is statistically normal and aligns closely with the national average of -0.311. This indicates that the level of risk is as expected for its context and size. Retractions are complex events, and a low rate suggests that the institution's quality control mechanisms prior to publication are functioning effectively. There are no signals of systemic failure or recurring malpractice; rather, the data points to a healthy and responsible research supervision environment that upholds the integrity of the scientific record.

Rate of Institutional Self-Citation

The Center's Z-score of 0.818 marks a moderate deviation from the national benchmark of -0.125, indicating a greater tendency toward this practice compared to its peers. A certain level of self-citation is natural and reflects the continuity of established research lines. However, this disproportionately high rate could signal concerning scientific isolation or 'echo chambers' where the institution validates its own work without sufficient external scrutiny. This value warns of the risk of endogamous impact inflation, suggesting that the institution's academic influence may be oversized by internal dynamics rather than by recognition from the global community.

Rate of Output in Discontinued Journals

The institution demonstrates total operational silence in this area, with a Z-score of -0.545 that is even lower than the already minimal national average of -0.469. This absence of risk signals indicates an exemplary level of due diligence in selecting dissemination channels. It reflects a strong institutional commitment to publishing in high-quality, reputable venues, effectively protecting the Center from the severe reputational risks associated with 'predatory' or low-quality practices and ensuring that research resources are invested wisely.

Rate of Hyper-Authored Output

With a Z-score of -0.903, the institution shows significant resilience against a national environment where this risk is more prevalent (country Z-score: 0.010). This suggests that the Center's internal control mechanisms are effective at mitigating the systemic risks of authorship inflation. By maintaining low rates of hyper-authorship, the institution successfully preserves individual accountability and transparency in its publications, clearly distinguishing its practices from environments where 'honorary' or political authorship might dilute the meaning of scholarly contribution.

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

The Center's Z-score of -1.976 demonstrates a preventive isolation from the risk dynamics observed nationally (country Z-score: 0.186). A very low gap indicates that the institution's scientific prestige is structural and generated from within, not dependent on external partners for impact. This is a sign of robust internal capacity and intellectual leadership, confirming that the Center's high-impact research is a direct result of its own capabilities rather than a reflection of strategic positioning in collaborations where it does not lead.

Rate of Hyperprolific Authors

The institution maintains a low-profile consistency with a Z-score of -1.413, a value that signals an absence of risk and aligns with the secure national standard (country Z-score: -0.715). This very low rate indicates a healthy balance between productivity and quality, steering clear of the pressures that can lead to extreme publication volumes. It suggests that the institutional culture prioritizes meaningful intellectual contribution over metrics, effectively 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 -0.268, the institution is in perfect integrity synchrony with the national environment, which shares the same score. This total alignment reflects a shared commitment to maximum scientific security by avoiding dependence on in-house journals. By not relying on internal channels, the Center ensures its scientific production undergoes independent external peer review, thus avoiding potential conflicts of interest, enhancing global visibility, and confirming that its research is validated through standard competitive processes.

Rate of Redundant Output

The institution's Z-score of -0.488 signifies a state of preventive isolation, as it does not replicate the medium-risk dynamics observed at the national level (country Z-score: 0.719). This very low rate of bibliographic overlap indicates a strong institutional culture that discourages data fragmentation or 'salami slicing.' By prioritizing the publication of coherent, significant studies over artificially inflating productivity metrics, the Center upholds the integrity of the scientific evidence base and contributes meaningfully to cumulative knowledge.

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