Ritsumeikan Asia Pacific University

Region/Country

Asiatic Region
Japan
Universities and research institutions

Overall

-0.467

Integrity Risk

very low

Indicators relating to the period 2020-2024

Indicator University Z-score Average country Z-score
Multi-affiliation
-0.421 -0.119
Retracted Output
-0.118 -0.208
Institutional Self-Citation
-0.744 0.208
Discontinued Journals Output
-0.075 -0.328
Hyperauthored Output
-0.909 0.881
Leadership Impact Gap
-1.294 0.809
Hyperprolific Authors
-1.413 0.288
Institutional Journal Output
-0.268 -0.139
Redundant Output
-1.186 0.778
0 represents the global average
AI-generated summary report

EXECUTIVE SUMMARY AND STRATEGIC VISION

Ritsumeikan Asia Pacific University demonstrates a robust scientific integrity profile, with an overall risk score of -0.467 that indicates a performance significantly superior to the global average. The institution's primary strengths lie in its exceptional control over research practices that can distort productivity metrics, showing very low risk in the Rate of Hyperprolific Authors, Rate of Redundant Output, and Rate of Output in Institutional Journals. Furthermore, the university exhibits remarkable resilience by maintaining low-risk levels in areas where the national context shows vulnerability, such as Institutional Self-Citation and Hyper-Authored Output. This suggests effective internal governance that filters systemic pressures. Minor vulnerabilities are noted in the Rate of Retracted Output and Rate of Output in Discontinued Journals, which, while low, are slightly above the national average and warrant preventive monitoring. According to SCImago Institutions Rankings data, this strong integrity framework underpins notable academic leadership, particularly in Arts and Humanities, where the university ranks 3rd in Japan. Competitive positioning is also observed in Business, Management and Accounting (17th) and Economics, Econometrics and Finance (18th). This robust integrity profile is fundamental to upholding the values of academic excellence and social responsibility, ensuring that the institution's contributions are credible, sustainable, and of high impact. The global recommendation is to leverage these strengths as a benchmark of quality while implementing targeted actions to address the minor vulnerabilities, thereby solidifying its position as a leader in responsible research.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution presents a Z-score of -0.421, which is lower than the national average of -0.119. 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 controlled rate indicates a well-governed approach that effectively avoids the risk of strategically inflating institutional credit through "affiliation shopping," ensuring that attributions of academic output remain clear and justified.

Rate of Retracted Output

With a Z-score of -0.118, the institution's rate is slightly higher than the national average of -0.208, signaling an incipient vulnerability. Although the overall risk is low, this deviation suggests that pre-publication quality control mechanisms may warrant review. Retractions are complex events, but a rate that edges above the national benchmark, however slightly, can alert to a potential weakness in ensuring methodological rigor. Proactive monitoring is advisable to prevent this from becoming a systemic issue and to reinforce the institution's integrity culture.

Rate of Institutional Self-Citation

The institution demonstrates significant institutional resilience with a Z-score of -0.744, in stark contrast to the national average of 0.208, which indicates a medium risk level for the country. This performance shows that the university's control mechanisms effectively mitigate a systemic national trend. A certain level of self-citation is natural, but the institution's very low rate confirms that its research impact is validated by the broader scientific community, not by internal "echo chambers." This avoids the risk of endogamous impact inflation and reflects a healthy, outward-looking research culture.

Rate of Output in Discontinued Journals

The institution's Z-score of -0.075, while low, is higher than the national average of -0.328, indicating an incipient vulnerability that warrants attention. This suggests the institution is slightly more exposed than its national peers to the risk of publishing in channels that do not meet international ethical or quality standards. A high proportion of output in such journals constitutes a critical alert regarding due diligence. This minor signal suggests an opportunity to strengthen information literacy among researchers to ensure resources are not wasted on predatory or low-quality practices, thereby protecting the institution's reputation.

Rate of Hyper-Authored Output

With a Z-score of -0.909, the institution shows strong resilience against a risk that is moderately present in the national context (Z-score of 0.881). This discrepancy highlights the university's effective filtering of practices that could lead to authorship inflation. While extensive author lists are legitimate in "Big Science," the institution's low rate outside these contexts suggests a culture that values transparency and individual accountability, successfully distinguishing between necessary massive collaboration and potentially problematic "honorary" authorship practices.

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

The institution's Z-score of -1.294 represents a state of preventive isolation from the national trend, where the country's average is 0.809. This exceptionally low score is a strong positive signal. It indicates that the university's scientific prestige is not dependent on external partners but is driven by its own structural capacity and intellectual leadership. Unlike institutions where a wide positive gap suggests that excellence is exogenous, this result confirms that the university's impact is sustainable and rooted in genuine internal capabilities, a key marker of institutional maturity.

Rate of Hyperprolific Authors

The university achieves a state of preventive isolation in this indicator, with a Z-score of -1.413, far from the moderate risk observed at the national level (Z-score of 0.288). This result shows that the institution does not replicate the risk dynamics of its environment. By effectively curbing extreme individual publication volumes, the university promotes a healthy balance between quantity and quality. This prevents potential integrity risks such as coercive authorship or the assignment of credit without real participation, reinforcing a culture where meaningful intellectual contribution is valued over inflated metrics.

Rate of Output in Institutional Journals

With a Z-score of -0.268, which is even lower than the country's very low average of -0.139, the institution demonstrates total operational silence in this area. This absence of risk signals, even below the national baseline, highlights a firm commitment to independent, external peer review. By avoiding reliance on in-house journals, the university sidesteps potential conflicts of interest and academic endogamy. This practice ensures its scientific production undergoes standard competitive validation, thereby maximizing its global visibility and credibility.

Rate of Redundant Output

The institution's Z-score of -1.186 signifies a clear preventive isolation from the national environment, where a medium risk is observed (Z-score of 0.778). This outstanding result indicates a strong institutional policy against data fragmentation or "salami slicing." While citing previous work is normal, the university's low rate of bibliographic overlap shows a commitment to publishing coherent, significant studies. This practice protects the integrity of the scientific evidence base and avoids artificially inflating productivity, prioritizing the generation of new knowledge over volume.

This report was automatically generated using Google Gemini to provide a brief analysis of the university scores.
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