State University of New York, Buffalo

EXECUTIVE SUMMARY AND STRATEGIC VISION

State University of New York, Buffalo demonstrates a robust scientific integrity profile, reflected in an overall risk score of -0.281. The institution exhibits exemplary control in key areas, with very low risk signals for output in discontinued and institutional journals, and a commendable resilience against redundant publications, outperforming national trends. However, two areas warrant strategic attention: a medium-risk signal in hyper-authored publications and, most notably, a significant gap between the impact of its total output and the impact of research where it holds a leadership role. These findings are contextualized by the university's strong academic standing, with SCImago Institutions Rankings data highlighting its leadership in fields such as Dentistry, Energy, Computer Science, and Psychology. The institution's mission to "bring the benefits of its research... to global and local communities" is well-supported by its overall low-risk profile. Yet, the identified dependency on external partners for impact could challenge the long-term sustainability of this mission, suggesting that while the university contributes to excellence, it may not always be driving it. True excellence and positive world impact are intrinsically linked to fostering internal intellectual leadership. Therefore, the primary recommendation is to leverage this strong foundation of integrity to develop targeted strategies that enhance internal research leadership, ensuring that the university's global impact is a direct reflection of its own structural capacity and scholarly innovation.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution presents a Z-score of -0.720, indicating a lower risk profile than the national average of -0.514. This suggests that the university manages its affiliation processes with more rigor than the national standard. The data shows a prudent approach, effectively minimizing the risk of strategic attempts to inflate institutional credit or "affiliation shopping." This controlled environment ensures that declared affiliations are more likely to represent legitimate collaborations and partnerships rather than opportunistic metric enhancement, reinforcing the transparency of the institution's collaborative footprint.

Rate of Retracted Output

With a Z-score of -0.287, the institution demonstrates a more rigorous control over its publication quality compared to the national average of -0.126. This prudent profile suggests that the university's pre-publication quality control mechanisms are functioning effectively. A low rate of retractions is a positive signal, indicating that potential methodological flaws or integrity issues are likely being identified and corrected before they enter the scientific record. This reflects a healthy integrity culture and a commitment to producing reliable and robust research, safeguarding the institution's reputation.

Rate of Institutional Self-Citation

The institution's Z-score of -0.429, while low, is slightly higher than the national average of -0.566, pointing to an incipient vulnerability that warrants review. A certain level of self-citation is natural, but this slight elevation compared to peers could be an early signal of emerging scientific isolation or "echo chambers." It is advisable to monitor this trend to ensure that the institution's academic influence continues to be validated by the global community, preventing a drift towards endogamous impact inflation where work is validated internally without sufficient external scrutiny.

Rate of Output in Discontinued Journals

The institution's Z-score of -0.430 is in total alignment with the national average of -0.415, reflecting a shared environment of maximum scientific security in this area. This integrity synchrony demonstrates excellent due diligence in the selection of dissemination channels. By avoiding journals that fail to meet international ethical or quality standards, the university effectively protects its research and reputation from the severe risks associated with "predatory" or low-quality publishing practices, ensuring resources are invested in credible and impactful outlets.

Rate of Hyper-Authored Output

The institution's Z-score of 0.285 is significantly lower than the national average of 0.594, indicating differentiated management that successfully moderates a risk common in the country. While extensive author lists are legitimate in "Big Science" contexts like genomics, a medium risk level still calls for attention. The university's ability to keep this rate below the national trend suggests a degree of control, but it remains a signal to continue distinguishing between necessary massive collaboration and practices like "honorary" authorship that can dilute individual accountability and transparency.

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

With a Z-score of 0.894, the institution shows a much higher exposure to this risk than the national average of 0.284. This wide positive gap signals a critical sustainability risk, suggesting that the university's scientific prestige may be overly dependent and exogenous, not structural. While collaborating is essential, this value indicates that the institution's high-impact metrics may result more from strategic positioning in collaborations where it does not exercise intellectual leadership, rather than from its own internal capacity. This finding invites urgent reflection on strategies to foster and showcase homegrown research leadership.

Rate of Hyperprolific Authors

The institution's Z-score of -0.448 is notably lower than the national average of -0.275, demonstrating a prudent profile in managing author productivity. This indicates that the university's processes are more rigorous than the national standard in promoting a healthy balance between quantity and quality. By maintaining a low rate of hyperprolificacy, the institution mitigates risks such as coercive authorship or the assignment of credit without real participation, thereby prioritizing the integrity of the scientific record over the simple inflation of publication metrics.

Rate of Output in Institutional Journals

With a Z-score of -0.268, the institution aligns perfectly with the national environment (Z-score of -0.220), showing integrity synchrony and a shared commitment to avoiding academic endogamy. This demonstrates a clear understanding of the potential conflicts of interest that arise when an institution acts as both judge and party in the publication process. By not depending on in-house journals, the university ensures its scientific production undergoes independent external peer review, which is essential for achieving global visibility and competitive validation.

Rate of Redundant Output

The institution shows a Z-score of -0.051, a low-risk value that contrasts sharply with the medium-risk national average of 0.027. This demonstrates significant institutional resilience, as internal control mechanisms appear to be successfully mitigating a systemic risk present in the country. This low rate indicates that the university effectively discourages the practice of "salami slicing," where studies are fragmented into minimal units to inflate productivity. This commitment to publishing complete, significant work protects the integrity of scientific evidence and respects the academic review system.