National Quemoy University

EXECUTIVE SUMMARY AND STRATEGIC VISION

National Quemoy University demonstrates an exceptionally strong scientific integrity profile, with an overall risk score of -0.568 that indicates robust governance and a culture of responsible research. The institution exhibits outstanding performance across the majority of indicators, with particularly low-risk signals in areas such as Retracted Output, Hyperprolific Authorship, and Institutional Self-Citation, suggesting a clear commitment to quality over quantity and external validation. This solid foundation in research integrity directly supports the university's areas of thematic strength, as identified by the SCImago Institutions Rankings, particularly in Business, Management and Accounting (ranked 7th in Taiwan) and Social Sciences. While a specific institutional mission was not available for this analysis, this low-risk profile inherently aligns with universal academic values of excellence, transparency, and social responsibility. The only significant vulnerability identified is a moderate risk concerning publication in discontinued journals, which could pose a reputational threat if unaddressed. To build upon this excellent position, the university is advised to maintain its current high standards of internal control while implementing targeted training and policies to improve due diligence in the selection of publication venues, thereby ensuring its research impact is both credible and sustainable.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution presents a Z-score of -0.522, contrasting with the national average of 1.166. This result suggests a high degree of institutional resilience, as the university effectively mitigates a systemic risk that is more prevalent at the national level. While multiple affiliations can be a legitimate outcome of collaboration, the institution's low rate indicates strong internal policies that discourage strategic "affiliation shopping" or attempts to artificially inflate institutional credit. This controlled approach to affiliation ensures that research contributions are clearly and accurately attributed, reinforcing a culture of transparency that appears more rigorous than the national standard.

Rate of Retracted Output

With a Z-score of -0.625 against a national average of 0.051, the institution demonstrates a state of preventive isolation from risk factors present in its environment. The near-total absence of retracted publications is a powerful indicator of effective pre-publication quality control and a deeply embedded culture of integrity. Unlike the moderate risk dynamics observed nationally, this result suggests that the university's supervision and methodological rigor are succeeding in preventing the systemic failures or recurring malpractice that can lead to retractions. This performance effectively insulates the institution, safeguarding its scientific reputation.

Rate of Institutional Self-Citation

The institution's Z-score of -0.844 is significantly lower than the national average of -0.204, showing low-profile consistency and an exemplary commitment to external validation. A certain level of self-citation is natural, but the university's exceptionally low rate indicates that its research is not confined to an internal 'echo chamber.' Instead, its work is actively engaged with and recognized by the global scientific community. This performance avoids any risk of endogamous impact inflation, confirming that the institution's academic influence is driven by broad external scrutiny rather than internal dynamics, a practice that aligns perfectly with the low-risk national context.

Rate of Output in Discontinued Journals

The institution shows a Z-score of 0.523, a moderate deviation from the national average of -0.165. This is a critical alert, indicating a greater sensitivity to this risk factor than its national peers. A high proportion of publications in discontinued journals suggests that a significant part of the university's scientific output is being channeled through media that fail to meet international ethical or quality standards. This practice exposes the institution to severe reputational damage and suggests an urgent need to review its information literacy programs and due diligence processes to prevent the waste of resources on 'predatory' or low-quality dissemination channels.

Rate of Hyper-Authored Output

The institution's Z-score of -1.346 is well below the national average of -0.671, demonstrating low-profile consistency with the national standard for responsible authorship. This very low rate confirms that the university's authorship practices are transparent and accountable, with no signals of author list inflation or the inclusion of 'honorary' authorships. This reflects a healthy research environment where credit is assigned based on meaningful contribution, ensuring individual accountability and aligning with the best practices observed across the country.

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

With a Z-score of -1.925, far below the national average of -0.559, the institution exhibits a profile of low-profile consistency and remarkable scientific autonomy. This score indicates that the impact of research led directly by the institution is exceptionally strong and does not rely on external partners for its prestige. This performance signals a robust and sustainable internal capacity for high-quality research, demonstrating that the university's excellence metrics are the result of genuine intellectual leadership rather than strategic positioning in collaborations. This structural strength is fully aligned with the healthy dynamics of its national environment.

Rate of Hyperprolific Authors

The institution's Z-score of -1.413, in stark contrast to the national average of 0.005, signals a clear case of preventive isolation. The complete absence of hyperprolific authors at the university indicates a culture that prioritizes quality and meaningful intellectual contribution over sheer publication volume. By not replicating the risk dynamics observed at the national level, the institution effectively insulates itself from potential issues such as coercive authorship, data fragmentation, or the assignment of credit without real participation. This focus on the integrity of the scientific record over raw metrics is a sign of a mature and responsible research ecosystem.

Rate of Output in Institutional Journals

The institution's Z-score of -0.268, compared to the national average of -0.075, reflects a low-profile consistency with the national environment and a strong commitment to external validation. The minimal reliance on in-house journals for disseminating research is a healthy sign, as it avoids potential conflicts of interest where the institution might act as both judge and party. This practice ensures that its scientific production undergoes independent external peer review, which enhances global visibility and credibility while steering clear of any perception of academic endogamy or the use of internal channels as 'fast tracks' to inflate publication records.

Rate of Redundant Output

With a Z-score of -1.186, significantly below the national average of -0.176, the institution demonstrates low-profile consistency and a commendable focus on substantive research. This very low incidence of bibliographic overlap between publications indicates that researchers are not engaging in 'salami slicing'—the practice of fragmenting a single study into minimal units to artificially inflate productivity. This commitment to publishing coherent and significant new knowledge, rather than distorting the scientific record for metric-driven goals, aligns with the highest standards of integrity and reflects the responsible practices seen across the nation.