Mae Fah Luang University

EXECUTIVE SUMMARY AND STRATEGIC VISION

Mae Fah Luang University presents a composite integrity profile, marked by an overall score of 0.339 that reflects both commendable strengths and significant areas for strategic improvement. The institution demonstrates exemplary control in key areas, particularly its very low rate of publication in institutional journals and its effective mitigation of risks associated with discontinued journals, showcasing a commitment to external validation and quality control. These strengths provide a solid foundation for its research enterprise, which excels thematically in areas such as Pharmacology, Toxicology and Pharmaceutics (ranked 3rd nationally), Chemistry (4th), and Medicine (9th), according to SCImago Institutions Rankings data. However, this profile is critically challenged by a significant risk in institutional self-citation and moderate risks in multiple affiliations, hyperprolific authorship, and redundant output. These vulnerabilities could undermine the university's mission to provide "academic services for the community and society," as they suggest an inward-looking research culture that may prioritize internal metrics over broader, externally validated impact. To fully align its practices with its mission of excellence and societal contribution, the university is advised to leverage its robust governance in certain areas to develop targeted interventions that address these integrity risks, thereby ensuring its research leadership is both impactful and unimpeachable.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The university's Z-score of 1.429 for this indicator marks a moderate deviation from the national average of -0.549, suggesting a greater institutional tendency towards multiple affiliations than its peers. This pattern warrants a closer examination of its collaborative frameworks. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, a rate significantly above the national standard can signal strategic attempts to inflate institutional credit. It is advisable to review these practices to ensure they reflect genuine, substantive collaborations rather than "affiliation shopping," thereby safeguarding the transparency and merit of the university's research partnerships.

Rate of Retracted Output

With a Z-score of -0.324, which is lower than the national average of -0.060, the university exhibits a prudent profile regarding retracted publications. This indicates that the institution's processes are managed with a higher degree of rigor than the national standard. The low rate suggests that its pre-publication quality control mechanisms and supervisory oversight are functioning effectively, fostering a culture of scientific integrity and responsibility in correcting the academic record. This performance is a sign of a healthy and robust research environment.

Rate of Institutional Self-Citation

The university's Z-score of 5.214 in institutional self-citation is a critical alert, significantly accentuating a vulnerability that is only moderately present in the national system (Z-score 0.615). A certain level of self-citation is natural, but this disproportionately high rate signals a concerning scientific isolation or an 'echo chamber' where work is validated without sufficient external scrutiny. This practice creates a severe risk of endogamous impact inflation, suggesting that the institution's academic influence may be oversized by internal dynamics rather than by recognition from the global community, a situation that requires urgent strategic review.

Rate of Output in Discontinued Journals

The institution demonstrates notable resilience by maintaining a low Z-score of -0.277, in contrast to the moderate risk level observed nationally (Z-score 0.511). This performance suggests that the university's control mechanisms and researcher guidance effectively mitigate the country's systemic risks. By successfully avoiding channels that do not meet international ethical or quality standards, the institution protects its resources and reputation from the negative consequences of predatory or low-quality publishing practices, showcasing strong due diligence in its dissemination strategy.

Rate of Hyper-Authored Output

While the overall risk remains low, the university's Z-score of -0.415 is slightly elevated compared to the national baseline of -0.625, signaling an incipient vulnerability. This subtle increase suggests that authorship patterns warrant proactive review before they escalate. It is important to ensure that author lists accurately reflect substantive contributions, distinguishing between necessary massive collaboration in certain fields and any potential trend towards 'honorary' authorship, which can dilute individual accountability and transparency.

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

The university's Z-score of 0.046 represents a moderate deviation from the national trend (-0.335), indicating a greater reliance on external partnerships for its citation impact. This positive gap signals a potential sustainability risk, suggesting that the institution's scientific prestige may be dependent and exogenous rather than rooted in its own structural capacity. This finding invites a strategic reflection on how to foster greater intellectual leadership in its collaborations, ensuring that its excellence metrics are a direct result of its internal research capabilities and not just its positioning in consortia led by others.

Rate of Hyperprolific Authors

With a Z-score of 1.284, the university shows a moderate deviation from the low-risk national standard (-0.266), indicating a higher-than-average concentration of authors with extreme publication volumes. This pattern requires attention, as such prolificacy can challenge the limits of meaningful intellectual contribution. It serves as an alert for potential imbalances between quantity and quality, pointing to possible risks such as coercive authorship or data fragmentation, where the pressure to publish may compromise the integrity of the scientific record.

Rate of Output in Institutional Journals

The university exhibits an exemplary case of preventive isolation, with a very low Z-score of -0.268 in a national context showing moderate risk (Z-score 0.595). This demonstrates a strong commitment to seeking external, independent validation for its research. By avoiding over-reliance on its own journals, the institution effectively sidesteps potential conflicts of interest and the risk of academic endogamy, thereby enhancing the global visibility and credibility of its scientific output and reinforcing a culture of competitive, peer-reviewed excellence.

Rate of Redundant Output

The university's Z-score of 0.101 indicates a moderate deviation from the national baseline (-0.027), suggesting a greater sensitivity to the risk of redundant publication. This finding alerts to a potential practice of "salami slicing," where a coherent study may be fragmented into minimal publishable units to artificially inflate productivity metrics. Such a practice can distort the available scientific evidence and overburden the peer-review system, prioritizing publication volume over the dissemination of significant, novel knowledge.