| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.535 | -0.119 |
|
Retracted Output
|
0.727 | -0.208 |
|
Institutional Self-Citation
|
-0.035 | 0.208 |
|
Discontinued Journals Output
|
-0.329 | -0.328 |
|
Hyperauthored Output
|
0.621 | 0.881 |
|
Leadership Impact Gap
|
0.247 | 0.809 |
|
Hyperprolific Authors
|
-1.066 | 0.288 |
|
Institutional Journal Output
|
-0.268 | -0.139 |
|
Redundant Output
|
0.985 | 0.778 |
Tottori University presents a robust scientific integrity profile, characterized by an overall risk score of 0.056, which indicates a very low level of vulnerability to questionable research practices. The institution demonstrates significant strengths in maintaining a culture that discourages hyper-prolific authorship and academic endogamy, with exceptionally low risk signals in these areas. It also shows commendable resilience by mitigating national trends in institutional self-citation and dependency on external leadership. However, areas requiring strategic attention include the rates of retracted output and redundant publications, which currently register as medium-level risks and deviate from the national standard. These integrity metrics support the university's strong academic standing, particularly in its nationally prominent fields such as Pharmacology, Toxicology and Pharmaceutics (ranked 9th in Japan), Physics and Astronomy (13th), Earth and Planetary Sciences (15th), and Chemistry (19th), according to SCImago Institutions Rankings data. While a specific mission statement was not provided, any institutional commitment to excellence and social responsibility is fundamentally upheld by a low-risk profile. The identified vulnerabilities, though moderate, could undermine this commitment by creating a perception gap between stated values and operational practice. We recommend a targeted review of pre-publication quality control and author contribution guidelines to transform these moderate risks into institutional strengths, thereby fully aligning its operational integrity with its demonstrated academic excellence.
With a Z-score of -0.535, Tottori University exhibits a lower incidence of multiple affiliations compared to the national average of -0.119. This prudent profile suggests that the institution manages its collaborative processes with more rigor than the national standard. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the university's controlled rate indicates a strong governance framework that effectively prevents strategic attempts to inflate institutional credit or engage in “affiliation shopping,” ensuring that academic attributions remain clear and justified.
The institution's Z-score for retracted output is 0.727, a moderate deviation from the national Z-score of -0.208, indicating a greater sensitivity to this risk factor than its peers. Retractions are complex events, but a rate significantly higher than the national average serves as an alert. This suggests a potential vulnerability in the institution's integrity culture, where quality control mechanisms prior to publication may be failing more systemically than elsewhere. This finding warrants an immediate qualitative verification by management to understand the root causes and reinforce methodological rigor.
Tottori University demonstrates notable institutional resilience with a Z-score of -0.035, effectively mitigating the systemic risks observed at the national level (Z-score of 0.208). A certain level of self-citation is natural, reflecting the continuity of research lines. However, the country's medium risk level points to a broader trend of 'echo chambers'. The university’s significantly lower rate indicates that its work receives sufficient external scrutiny, successfully avoiding the risk of endogamous impact inflation and ensuring its academic influence is validated by the global community rather than internal dynamics.
The institution's Z-score of -0.329 is statistically normal and aligns almost perfectly with the national average of -0.328. This indicates that the risk level is as expected for its context and size. The low incidence suggests that, like its peers, the university's researchers generally exercise appropriate due diligence in selecting dissemination channels. This alignment with national best practices helps avoid the severe reputational risks associated with channeling scientific production through media that do not meet international ethical or quality standards.
With a Z-score of 0.621, the university shows a more moderate risk level for hyper-authored publications compared to the national average of 0.881. This reflects a differentiated management approach that moderates a risk common throughout the country. While extensive author lists can be legitimate in 'Big Science', a high rate often signals author list inflation. The institution's lower score suggests a better capacity to distinguish between necessary massive collaboration and questionable 'honorary' authorship practices, thereby preserving individual accountability and transparency.
The university demonstrates differentiated management in its research leadership, with a Z-score of 0.247, significantly lower than the national average of 0.809. A wide positive gap can signal that an institution's prestige is dependent on external partners rather than its own structural capacity. Tottori University's more contained gap suggests that its scientific excellence is more directly tied to its internal capabilities and intellectual leadership, indicating a sustainable and robust research ecosystem that is less reliant on exogenous influence than the national trend.
Tottori University shows a preventive isolation from national risk dynamics in this area, with a Z-score of -1.066, in stark contrast to the country's medium-risk Z-score of 0.288. This near-total absence of hyperprolific authors signals a strong institutional culture that does not replicate the risk dynamics observed in its environment. By avoiding extreme individual publication volumes, the university effectively mitigates risks such as coercive authorship or the assignment of credit without real participation, prioritizing the integrity of the scientific record over the inflation of quantitative metrics.
The institution exhibits total operational silence in this indicator, with a Z-score of -0.268 that is even lower than the national average of -0.139. This absence of risk signals, even below the national standard, points to an exemplary commitment to independent external peer review. By avoiding dependence on in-house journals, the university circumvents potential conflicts of interest and academic endogamy, ensuring its scientific production is validated through standard competitive channels and maximizing its global visibility.
With a Z-score of 0.985, the university shows a higher exposure to the risk of redundant output compared to the national average of 0.778. This elevated signal alerts to a potential tendency toward 'salami slicing,' the practice of dividing a coherent study into minimal publishable units to artificially inflate productivity. As this practice can distort the scientific evidence and overburden the review system, the institution's higher-than-average score suggests a need to review evaluation policies to ensure they prioritize significant new knowledge over publication volume.