| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.909 | -0.514 |
|
Retracted Output
|
-0.353 | -0.126 |
|
Institutional Self-Citation
|
-0.986 | -0.566 |
|
Discontinued Journals Output
|
-0.207 | -0.415 |
|
Hyperauthored Output
|
-0.478 | 0.594 |
|
Leadership Impact Gap
|
0.135 | 0.284 |
|
Hyperprolific Authors
|
-1.116 | -0.275 |
|
Institutional Journal Output
|
-0.268 | -0.220 |
|
Redundant Output
|
-0.356 | 0.027 |
Tennessee State University demonstrates a robust and commendable scientific integrity profile, with an overall risk score of -0.461 that significantly outperforms many of its peers. The institution exhibits exceptional strength in areas critical to research ethics, showing very low risk in the Rate of Multiple Affiliations, Institutional Self-Citation, Hyperprolific Authors, and Output in Institutional Journals. This foundation of integrity is a key asset, directly supporting the University's mission to foster "scholarly inquiry and research" and build upon its heritage of "solid research." The only indicator requiring strategic attention is the medium-risk gap between its overall research impact and the impact of work where it holds intellectual leadership. According to SCImago Institutions Rankings data, the University's strongest research areas include Economics, Econometrics and Finance; Earth and Planetary Sciences; Biochemistry, Genetics and Molecular Biology; and Agricultural and Biological Sciences. The institution's low-risk profile ensures that its contributions in these fields are perceived as credible and excellent. To fully align with its mission of preparing students for "leadership," the University should focus on strategies that empower its researchers to lead high-impact projects, thereby ensuring that its growing prestige is built upon a sustainable, internal foundation of scientific leadership.
The institution presents a Z-score of -0.909, a signal of very low risk that is even more conservative than the national average of -0.514. This result demonstrates a low-profile consistency, where the complete absence of risk signals aligns with and exceeds the national standard. While multiple affiliations can be a legitimate outcome of researcher mobility or partnerships, the University's exceptionally low rate indicates that its collaborative framework is transparent and not leveraged for strategic inflation of institutional credit or "affiliation shopping." This reflects a clear and unambiguous representation of its research partnerships.
With a Z-score of -0.353, the institution maintains a low-risk profile that is notably stronger than the national average of -0.126. This suggests a prudent approach, indicating that the University manages its quality control processes with greater rigor than the national standard. Retractions can be complex, but a rate significantly below the norm suggests that the institution's pre-publication review and supervision mechanisms are highly effective. This performance points to a robust integrity culture that successfully prevents the systemic failures or recurring malpractice that could otherwise tarnish its scientific record.
The institution's Z-score of -0.986 signifies a very low risk, positioning it well below the national average of -0.566. This demonstrates an exemplary absence of risk signals that is consistent with the national context. A certain level of self-citation is natural, but the University's extremely low rate indicates that its research is validated by broad, external scrutiny rather than within an internal 'echo chamber.' This performance effectively mitigates any risk of endogamous impact inflation, confirming that the institution's academic influence is earned through genuine recognition by the global scientific community.
The institution's Z-score of -0.207 indicates a low risk, but this represents a slight divergence from the national context, where the average score is -0.415 (very low risk). This means the University shows minor signals of risk activity that are not as prevalent across the country. A high proportion of output in such journals is a critical alert, but even this low score suggests that a small fraction of research is being channeled through media that may not meet international quality standards. This serves as a constructive signal for reinforcing information literacy and due diligence among researchers to avoid predatory outlets and protect the institution's reputational capital.
With a Z-score of -0.478, the institution maintains a low-risk profile, standing in stark contrast to the national average of 0.594, which falls into the medium-risk category. This disparity highlights the institution's resilience, suggesting its internal governance and control mechanisms act as an effective filter against systemic risks prevalent in the country. While extensive author lists are legitimate in 'Big Science,' the University's controlled rate indicates it successfully avoids the trend of author list inflation, thereby preserving individual accountability and distinguishing its collaborative work from practices of 'honorary' authorship.
The institution's Z-score of 0.135 places it in the medium-risk category, as does the national average of 0.284. However, the University's score is significantly lower, pointing to differentiated management where it successfully moderates a risk that is common nationwide. A positive gap suggests that a portion of scientific prestige is dependent on external partners where the institution does not hold intellectual leadership. By managing this gap more effectively than its peers, the University demonstrates a stronger internal capacity. This nevertheless invites strategic reflection on how to further close this gap, ensuring that its reputation for excellence is increasingly driven by its own structural and sustainable research leadership.
The institution exhibits an exceptionally low-risk Z-score of -1.116, far below the national average of -0.275. This result shows a commendable absence of risk signals that is fully consistent with the national standard. While high productivity can be legitimate, extreme publication volumes often challenge the limits of meaningful intellectual contribution. The University's very low score indicates a healthy institutional balance between quantity and quality, suggesting an environment free from dynamics like coercive authorship or the assignment of credit without real participation, thereby upholding the integrity of its scientific record.
With a Z-score of -0.268, the institution's very low-risk profile is in almost perfect alignment with the national average of -0.220. This integrity synchrony reflects a shared commitment to maximum scientific security. Excessive dependence on in-house journals can create conflicts of interest, but the University's data shows a clear preference for external, independent validation. This practice avoids the risks of academic endogamy and ensures that its scientific production competes on the global stage, bypassing internal 'fast tracks' in favor of standard competitive peer review.
The institution's Z-score of -0.356 indicates a low risk, a positive result that is particularly noteworthy when compared to the national average of 0.027, which falls into the medium-risk range. This difference highlights strong institutional resilience, where internal policies or culture appear to mitigate a vulnerability present in the national system. The University's low score suggests its research environment discourages the practice of fragmenting studies into 'minimal publishable units' to inflate productivity. This demonstrates a focus on generating significant new knowledge over prioritizing publication volume, which strengthens the scientific record and respects the academic review system.