Florida Polytechnic University

EXECUTIVE SUMMARY AND STRATEGIC VISION

Florida Polytechnic University presents a balanced integrity profile, with an overall score of -0.021 indicating performance that is closely aligned with global standards. The institution demonstrates significant strengths in maintaining very low-risk levels for hyper-authored output and publication in institutional journals, alongside effective mitigation of risks associated with retracted publications and redundant output. However, this stability is contrasted by a critical alert regarding the rate of hyperprolific authors and medium-level risks in institutional self-citation and the gap between overall impact and the impact of institution-led research. These vulnerabilities require strategic attention, as they could potentially undermine the University's mission to "serve students and industry through excellence." The institution's recognized strengths in key thematic areas such as Engineering, Computer Science, and Chemistry, as evidenced by SCImago Institutions Rankings data, form a solid foundation. To fully align its operational practices with its stated mission of excellence, it is recommended that the University leverage its robust governance in certain areas to develop targeted policies that address authorship and citation practices, thereby ensuring that its quantitative output is matched by qualitative leadership and unimpeachable scientific integrity.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution's Z-score of -0.258 is slightly higher than the national average of -0.514, both within a low-risk context. This subtle difference suggests an incipient vulnerability, indicating that the University shows early signals of this risk factor that warrant monitoring before they escalate. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, disproportionately high rates can signal strategic attempts to inflate institutional credit. The current level does not represent an immediate threat but should be reviewed to ensure that all affiliations are substantive and contribute meaningfully to the institution's collaborative ecosystem rather than serving primarily as a mechanism for credit inflation.

Rate of Retracted Output

With a Z-score of -0.362, the institution displays a more prudent profile in managing post-publication corrections than the national standard, which has a score of -0.126. This indicates that the University's quality control and supervision mechanisms are performing with greater rigor than its national peers. Retractions can be complex, sometimes signifying responsible error correction. However, a low rate, especially one below the national average, strongly suggests that the institution's pre-publication review processes are robust, effectively minimizing the incidence of errors or malpractice that could lead to retractions and safeguarding its scientific reputation.

Rate of Institutional Self-Citation

The University shows a moderate deviation from the national norm, with a Z-score of 0.258 (medium risk) compared to the country's low-risk average of -0.566. This suggests the institution has a greater sensitivity to this risk factor than its peers. A certain level of self-citation is natural, reflecting the continuity of research lines. However, this elevated rate can signal concerning scientific isolation or 'echo chambers' where work is validated internally without sufficient external scrutiny. This value warns of a potential for endogamous impact inflation, suggesting that the institution's academic influence may be disproportionately shaped by internal dynamics rather than broader recognition from the global scientific community.

Rate of Output in Discontinued Journals

The institution's Z-score of -0.266 (low risk) marks a slight divergence from the country's very low-risk average of -0.415. This indicates the presence of minor risk signals that are largely absent at the national level. A high proportion of publications in discontinued journals is a critical alert regarding due diligence in selecting dissemination channels, as it can expose the institution to reputational damage. While the current risk is low, this divergence warrants a review of researcher guidance on journal selection to ensure that all scientific output is channeled through reputable media that meet international ethical and quality standards.

Rate of Hyper-Authored Output

The institution exhibits exemplary performance in this area, with a Z-score of -1.206 (very low risk), positioning it in preventive isolation from the medium-risk dynamics observed nationally (Z-score of 0.594). This environmental disconnection demonstrates that the University's internal governance on authorship is independent of and superior to the country's situation. In fields outside of 'Big Science,' high rates of hyper-authorship can indicate author list inflation, diluting accountability. The University's very low score confirms that its authorship practices are transparent and well-managed, effectively preventing 'honorary' or political authorship and ensuring individual contributions are clearly recognized.

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

With a Z-score of 0.184, the institution demonstrates differentiated management of this risk compared to the national average of 0.284, both of which are in the medium-risk category. This suggests the University is moderating a risk that appears to be more common or pronounced across the country. A wide positive gap, where overall impact is high but the impact of institution-led research is low, signals a sustainability risk. The University's score, while still a medium-level alert, indicates a healthier balance than its national peers, suggesting a growing internal capacity for intellectual leadership rather than a complete dependence on external partners for scientific prestige.

Rate of Hyperprolific Authors

A Z-score of 2.393 (significant risk) reveals a severe discrepancy when compared to the national low-risk average of -0.275. This atypical level of risk activity is an outlier that requires a deep and urgent integrity assessment. While high productivity can reflect leadership, extreme individual publication volumes challenge the limits of meaningful intellectual contribution. This critical indicator alerts to potential imbalances between quantity and quality, pointing to serious risks such as coercive authorship or the assignment of authorship without real participation. These dynamics prioritize metrics over the integrity of the scientific record and demand immediate administrative review to safeguard the institution's academic values.

Rate of Output in Institutional Journals

The institution's Z-score of -0.268 is in almost perfect integrity synchrony with the national average of -0.220, with both at a very low-risk level. This total alignment with an environment of maximum scientific security demonstrates a shared commitment to avoiding academic endogamy. Excessive dependence on in-house journals can raise conflicts of interest and limit global visibility by bypassing independent external peer review. The University's negligible rate of publication in its own journals confirms its focus on achieving validation through standard competitive channels, reinforcing the external credibility and reach of its research.

Rate of Redundant Output

The institution demonstrates notable resilience, with a low-risk Z-score of -0.148, in contrast to the medium-risk national average of 0.027. This suggests that the University's control mechanisms are effectively mitigating systemic risks related to publication padding that are more prevalent in the country. Massive bibliographic overlap between publications often indicates data fragmentation or 'salami slicing' to artificially inflate productivity. The University's low score indicates a culture that prioritizes the publication of significant new knowledge over volume, thereby protecting the integrity of the scientific evidence base and respecting the academic review system.