Yeshiva University

EXECUTIVE SUMMARY AND STRATEGIC VISION

Yeshiva University demonstrates a robust scientific integrity profile, with an overall risk score of -0.283 indicating a performance that is healthier than the global average. The institution's primary strengths lie in its exceptional control over publication ethics, showing very low to non-existent risk signals in the Rate of Output in Discontinued Journals, Rate of Hyperprolific Authors, and Rate of Redundant Output. Furthermore, the university exhibits notable resilience, effectively mitigating systemic risks present at the national level, particularly in Hyper-Authored Output and the gap between overall and led-research impact. The main area requiring strategic attention is the Rate of Multiple Affiliations, which presents a moderate deviation from the national standard. According to SCImago Institutions Rankings data, the university's strongest thematic areas include Psychology, Economics, Econometrics and Finance, and Mathematics. While the institution's specific mission was not available for this analysis, its strong integrity performance fundamentally aligns with the universal academic pursuit of excellence and social responsibility. The identified vulnerability in affiliation practices, however, should be monitored to ensure it does not compromise the transparency and merit that underpin this excellence. The university is well-positioned to leverage its solid integrity foundation to further enhance its research quality while proactively managing the single identified area of moderate risk.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution presents a Z-score of 2.125, which contrasts with the national average of -0.514. This moderate deviation indicates that the university 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. The observed value suggests a need to review affiliation policies to ensure they reflect substantive collaborations rather than "affiliation shopping," thereby safeguarding the transparency of institutional contributions.

Rate of Retracted Output

With a Z-score of -0.287, the institution demonstrates a more prudent profile compared to the national average of -0.126. This suggests that the university's internal processes are managed with greater rigor than the national standard. A lower rate of retractions points towards effective quality control and supervision mechanisms prior to publication. This performance indicates that the institution is successfully preventing the kind of systemic failures or recurring malpractice that can lead to a high volume of retracted work, thereby protecting its scientific record and reputation.

Rate of Institutional Self-Citation

The institution's Z-score of -0.333, while low, signals an incipient vulnerability when compared to the national average of -0.566. This suggests that while the risk is contained, the university shows early signals that warrant review before they escalate. A certain level of self-citation is natural, reflecting ongoing research lines; however, this slight upward trend relative to the national context could be an early warning of potential 'echo chambers.' Monitoring is advisable to ensure the institution's work continues to receive sufficient external scrutiny and that its academic influence is validated by the global community, not just internal dynamics.

Rate of Output in Discontinued Journals

The institution's Z-score of -0.545 is exceptionally low, indicating total operational silence on this risk indicator, performing even better than the national average of -0.415. This absence of risk signals, even below the national baseline, demonstrates an exemplary level of due diligence in selecting dissemination channels. It confirms that the university's scientific production is not being channeled through media that fail to meet international ethical or quality standards, effectively protecting the institution from the severe reputational risks associated with 'predatory' practices.

Rate of Hyper-Authored Output

With a Z-score of -0.793, the institution shows significant resilience against a risk that is more prevalent at the national level (Z-score: 0.594). This performance suggests that the university's control mechanisms are effectively mitigating the country's systemic risks regarding authorship. By maintaining a low rate of hyper-authorship, the institution successfully avoids author list inflation, thereby preserving individual accountability and transparency. This serves as a positive signal that authorship is more likely tied to meaningful contribution rather than 'honorary' or political practices.

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

The institution's Z-score of -0.334 demonstrates strong institutional resilience, especially when contrasted with the national average of 0.284. This indicates that the university's control mechanisms appear to mitigate the country's systemic risks related to impact dependency. A low gap suggests that the institution's scientific prestige is not overly reliant on external partners but is instead built upon genuine internal capacity and intellectual leadership. This reflects a sustainable model where excellence metrics are a result of structural strength, not merely strategic positioning in collaborations.

Rate of Hyperprolific Authors

The institution's Z-score of -1.413 signifies a complete absence of risk signals, a low-profile consistency that aligns with the low-risk national environment (Z-score: -0.275). This exceptionally low value indicates a healthy balance between quantity and quality in research output. It suggests the institution fosters a culture that avoids the potential pitfalls of hyper-productivity, such as coercive authorship or assigning credit without real participation, thereby prioritizing the integrity of the scientific record over the inflation of metrics.

Rate of Output in Institutional Journals

With a Z-score of -0.268, the institution is in perfect integrity synchrony with the national average of -0.220. This total alignment with an environment of maximum scientific security indicates a strong commitment to external, independent peer review. By avoiding dependence on in-house journals, the university mitigates potential conflicts of interest and the risk of academic endogamy. This practice ensures its scientific production undergoes standard competitive validation, enhancing its global visibility and credibility.

Rate of Redundant Output

The institution's Z-score of -1.186 demonstrates a state of preventive isolation from a risk dynamic observed in its environment (national Z-score: 0.027). The university does not replicate the national trend towards redundant publications. This very low score is a strong indicator that the institutional culture prioritizes significant new knowledge over artificially inflating productivity. It suggests a clear stance against the practice of dividing studies into 'minimal publishable units' ('salami slicing'), which distorts scientific evidence and overburdens the review system.