University of South Florida-Saint Petersburg

EXECUTIVE SUMMARY AND STRATEGIC VISION

The University of South Florida-Saint Petersburg demonstrates a robust and commendable scientific integrity profile, reflected in an overall risk score of -0.469. This performance indicates a culture that actively prioritizes quality and ethical research practices, with exceptionally low risk signals in key areas such as Institutional Self-Citation, Redundant Output (Salami Slicing), and publication in institutional or discontinued journals. These strengths are particularly notable as the institution effectively insulates itself from certain medium-risk trends observed at the national level. The primary area for strategic attention is a moderate signal in Hyper-Authored Output, which warrants a review of authorship policies to ensure continued transparency. According to SCImago Institutions Rankings data, the university's strongest thematic areas include Earth and Planetary Sciences, Environmental Science, and Agricultural and Biological Sciences, where it holds significant national rankings. This strong integrity foundation directly supports the institutional mission to "inspire scholars to lead lives of impact," as ethical conduct and methodological rigor are prerequisites for generating credible and truly impactful knowledge. By proactively managing its single area of moderate risk, the university can further solidify its reputation as a center of excellence and social responsibility, ensuring its scholarly contributions are both significant and unimpeachable.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution presents a Z-score of -0.848, which is more favorable than the national average of -0.514. This prudent profile suggests that the university manages its collaborative processes with greater rigor than the national standard. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the institution's lower-than-average rate indicates a well-governed approach to affiliations, minimizing the risk of strategic practices like “affiliation shopping” and ensuring that institutional credit is claimed transparently and appropriately.

Rate of Retracted Output

With a Z-score of -0.287, the institution demonstrates a lower incidence of retracted publications compared to the national average of -0.126. This result points to a commendable level of rigor in its research oversight. A rate significantly lower than its peers suggests that the institution's quality control mechanisms prior to publication are particularly effective. This performance reinforces a strong integrity culture, indicating that potential methodological flaws or errors are likely identified and corrected internally, safeguarding the quality of the scientific record before it reaches the public domain.

Rate of Institutional Self-Citation

The institution's Z-score of -0.943 is exceptionally low, positioning it well below the national average of -0.566. This near-total absence of risk signals aligns with a national environment that already maintains a low standard for this indicator. This demonstrates that the university's research is consistently validated by the broader, external scientific community, avoiding the 'echo chambers' that can arise from excessive self-referencing. Such a low value confirms that the institution's academic influence is built on global recognition rather than being inflated by internal dynamics.

Rate of Output in Discontinued Journals

The institution's Z-score of -0.423 is in almost perfect alignment with the national average of -0.415, reflecting a shared commitment to maximum scientific security. This integrity synchrony indicates that the university's researchers are highly diligent in selecting reputable dissemination channels. This practice is critical for avoiding reputational damage and ensuring that scientific output contributes to credible knowledge domains, effectively steering clear of 'predatory' or low-quality publishing practices that fail to meet international ethical standards.

Rate of Hyper-Authored Output

The institution exhibits a Z-score of 0.751, which is elevated compared to the national average of 0.594. This indicates a higher exposure to this particular risk factor, suggesting the center is more prone to producing publications with extensive author lists than its national peers. While extensive collaboration is legitimate in 'Big Science' fields, a heightened rate outside these contexts can signal a dilution of individual accountability. This moderate alert suggests a need to review authorship guidelines to ensure they clearly distinguish between necessary massive collaboration and practices like 'honorary' authorship, thereby safeguarding transparency and the integrity of attribution.

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

The institution shows a Z-score of -0.056, a sign of institutional resilience when contrasted with the national average of 0.284, which indicates a medium-level risk. This demonstrates that the university's control mechanisms effectively mitigate a systemic risk prevalent in the country. A low gap suggests that the institution's scientific prestige is structural and derived from its own internal capacity, as the impact of its research is not overly dependent on collaborations where it does not exercise intellectual leadership. This points to a sustainable and self-sufficient model for generating high-impact science.

Rate of Hyperprolific Authors

With an extremely low Z-score of -1.146, the institution far surpasses the already low-risk national average of -0.275. This absence of risk signals is consistent with the national standard but demonstrates an even stronger commitment to a balanced research culture. This result indicates that the university fosters an environment that prioritizes the quality and substance of scientific contributions over sheer publication volume. By avoiding the pressures that can lead to hyper-prolificity, the institution mitigates risks such as coercive authorship or the assignment of credit without real participation, upholding the integrity of its scholarly record.

Rate of Output in Institutional Journals

The institution's Z-score of -0.268 is closely aligned with the national average of -0.220, demonstrating integrity synchrony with an environment of maximum scientific security. This indicates a strong reliance on external, independent peer review for validating its research, a cornerstone of global scientific practice. By avoiding dependence on in-house journals, the university effectively sidesteps potential conflicts of interest and the risk of academic endogamy, ensuring its scientific production is measured against international competitive standards and achieves broad visibility.

Rate of Redundant Output (Salami Slicing)

The institution's Z-score of -1.186 signals a state of preventive isolation from a risk that is moderately present at the national level (Z-score: 0.027). The university does not replicate the risk dynamics observed in its environment, showcasing an exemplary commitment to research integrity. This exceptionally low rate of redundant output indicates a culture that values the publication of coherent, significant studies over the artificial inflation of productivity metrics. This practice strengthens the scientific record by avoiding data fragmentation and ensures that research efforts are focused on generating substantial new knowledge.