City University of New York, Brooklyn College

EXECUTIVE SUMMARY AND STRATEGIC VISION

City University of New York, Brooklyn College demonstrates a robust scientific integrity profile, with an overall risk score of -0.479 that indicates a performance significantly healthier than the global average. The institution's primary strengths lie in its exceptionally low rates of institutional self-citation, hyperprolific authorship, and publication in discontinued or institutional journals, reflecting a strong culture of external validation and quality control. This solid foundation of integrity supports the institution's thematic strengths, particularly in Arts and Humanities, Chemistry, and Psychology, as identified in the SCImago Institutions Rankings. However, a notable vulnerability exists in the Rate of Redundant Output, which is higher than the national average and poses a potential conflict with the institutional mission to foster "academic excellence" and "critical and creative thinking." This practice, if unaddressed, could undermine the goal of graduating leaders who solve problems with substance rather than metric-driven volume. To fully align its practices with its mission, the institution is encouraged to leverage its many integrity strengths to develop targeted strategies that address this specific area of concern, thereby reinforcing its commitment to producing research of the highest quality and social value.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution exhibits a Z-score of -0.662, which is lower than the national average of -0.514. This indicates a prudent and well-managed approach to academic collaboration. The institution's processes appear more rigorous than the national standard, effectively minimizing the risks associated with ambiguous or inflated institutional credit. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the institution's controlled rate suggests a clear policy framework that prevents strategic "affiliation shopping" and ensures transparent crediting of collaborative work.

Rate of Retracted Output

With a Z-score of -0.212, the institution demonstrates a lower rate of retractions compared to the national average of -0.126. This prudent profile suggests that the institution's quality control mechanisms prior to publication are functioning effectively. Retractions can be complex, sometimes resulting from honest corrections, but a rate below the national standard points towards a robust system of supervision and methodological rigor. This performance indicates a healthy integrity culture that successfully minimizes the systemic failures or recurring malpractice that can lead to a higher incidence of retracted publications.

Rate of Institutional Self-Citation

The institution's Z-score of -0.809 is exceptionally low, positioning it favorably against the national average of -0.566. 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, but the institution's very low rate is a strong indicator of its integration into the global scientific community, avoiding the formation of 'echo chambers'. This performance confirms that the institution's academic influence is validated by broad external scrutiny rather than being inflated by endogamous or internal dynamics.

Rate of Output in Discontinued Journals

The institution shows a Z-score of -0.415, which is identical to the national average. This reflects a state of integrity synchrony, indicating total alignment with a national environment of maximum scientific security in this area. This performance demonstrates excellent due diligence in the selection of dissemination channels for its research. By avoiding journals that fail to meet international ethical or quality standards, the institution effectively mitigates severe reputational risks and ensures its resources are not wasted on 'predatory' or low-quality publication practices.

Rate of Hyper-Authored Output

The institution maintains a Z-score of -0.902, a stark contrast to the national average of 0.594. This demonstrates significant institutional resilience, as internal control mechanisms appear to successfully mitigate the systemic risks of authorship inflation observed at the national level. While extensive author lists are legitimate in 'Big Science', the institution's low rate outside these contexts suggests that it effectively distinguishes between necessary massive collaboration and 'honorary' authorship. This acts as a firewall against practices that dilute individual accountability and transparency.

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

With a Z-score of -0.723, the institution significantly outperforms the national average of 0.284. This signals strong institutional resilience and a high degree of scientific autonomy. A wide positive gap can suggest that an institution's prestige is dependent on external partners rather than its own capabilities. However, Brooklyn College's low-risk score indicates that its scientific excellence is structural and results from genuine internal capacity. This demonstrates that the institution exercises intellectual leadership in its collaborations, ensuring its impact is both sustainable and self-generated.

Rate of Hyperprolific Authors

The institution's Z-score of -1.413 is exceptionally low, especially when compared to the national average of -0.275. This low-profile consistency, well below the national standard, points to a healthy research environment that prioritizes substance over sheer volume. While high productivity can be legitimate, extreme publication volumes often challenge the limits of meaningful intellectual contribution. The institution's very low rate in this area indicates the successful avoidance of risks such as coercive authorship or the assignment of credit without real participation, reinforcing a culture where the integrity of the scientific record is paramount.

Rate of Output in Institutional Journals

The institution records a Z-score of -0.268, which is even lower than the very low national average of -0.220. This represents a state of total operational silence regarding this risk, indicating an exemplary commitment to external validation. By minimizing reliance on its own journals, the institution avoids potential conflicts of interest where it would act as both judge and party. This practice prevents academic endogamy and ensures that its scientific production undergoes independent, competitive peer review, thereby maximizing its global visibility and credibility.

Rate of Redundant Output

The institution presents a Z-score of 0.473, a figure that indicates high exposure to this risk, as it is notably higher than the national average of 0.027. Although both operate within a medium-risk context, the institution is more prone to showing these alert signals. This high value warns of a potential tendency to engage in 'salami slicing'—the practice of dividing a coherent study into minimal publishable units to artificially inflate productivity metrics. This behavior not only overburdens the peer review system but also distorts the available scientific evidence, prioritizing publication volume over the generation of significant new knowledge, and thus requires strategic review.