Sultan Zainal Abidin University

Region/Country

Asiatic Region
Malaysia
Universities and research institutions

Overall

1.441

Integrity Risk

significant

Indicators relating to the period 2020-2024

Indicator University Z-score Average country Z-score
Multi-affiliation
-0.013 0.097
Retracted Output
2.334 0.676
Institutional Self-Citation
-0.416 0.001
Discontinued Journals Output
3.575 1.552
Hyperauthored Output
-0.502 -0.880
Leadership Impact Gap
2.326 -0.166
Hyperprolific Authors
-0.482 0.121
Institutional Journal Output
-0.268 1.103
Redundant Output
0.640 0.143
0 represents the global average
AI-generated summary report

EXECUTIVE SUMMARY AND STRATEGIC VISION

Sultan Zainal Abidin University demonstrates a complex integrity profile, marked by areas of exceptional governance alongside significant vulnerabilities that require immediate strategic attention. With an overall risk score of 1.441, the institution exhibits strong control over practices such as publishing in its own journals, institutional self-citation, and managing hyperprolific authorship, indicating a solid foundation in certain aspects of research ethics. These strengths are reflected in its competitive national positioning in key thematic areas, including Arts and Humanities (ranked 13th in Malaysia), Economics, Econometrics and Finance (19th), and Agricultural and Biological Sciences (20th), according to SCImago Institutions Rankings data. However, this performance is critically undermined by high-risk indicators in Retracted Output and publication in Discontinued Journals. These issues directly challenge the university's mission "to produce holistic individuals... through educational excellence and high impact research," as they compromise the quality, reliability, and long-term impact of its scientific contributions. To fully align its operational practices with its strategic vision, it is recommended that the university leverage its areas of strong governance to implement a robust, institution-wide review of its publication quality assurance protocols and researcher training programs.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution's Z-score of -0.013 is significantly lower than the national average of 0.097. This demonstrates a commendable level of institutional resilience, as the university effectively mitigates systemic risks related to affiliation ambiguity that are more prevalent across the country. While multiple affiliations can be legitimate, disproportionately high rates can signal strategic attempts to inflate institutional credit. Sultan Zainal Abidin University’s controlled, low-risk profile suggests a clear and transparent policy on authorship and institutional credit, reinforcing the integrity of its collaborative footprint.

Rate of Retracted Output

With a Z-score of 2.334, the institution's rate of retractions is critically high, far exceeding the national average of 0.676. This signals a significant risk accentuation, where the university appears to be amplifying vulnerabilities present in the national system. A rate this far above the norm suggests that pre-publication quality control mechanisms may be failing systemically. Beyond isolated incidents of honest error, this level of retraction activity serves as a critical alert to a potential vulnerability in the institution's integrity culture, indicating possible recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management.

Rate of Institutional Self-Citation

The institution maintains a Z-score of -0.416, which is well below the national average of 0.001. This reflects strong institutional resilience against the risks of academic insularity. A certain level of self-citation is natural, but the national trend indicates a moderate risk of creating 'echo chambers' where work is validated without sufficient external scrutiny. By contrast, the university's low score demonstrates a healthy outward-looking research culture that relies on the broader scientific community for validation, thereby avoiding the risk of endogamous impact inflation and confirming its integration into global academic discourse.

Rate of Output in Discontinued Journals

The institution's Z-score of 3.575 is alarmingly high and represents a severe accentuation of the risk already present at the national level (1.552). This indicator is a critical alert regarding the due diligence applied in selecting publication channels. A Z-score of this magnitude indicates that a significant portion of the university's scientific production is being channeled through media that do not meet international ethical or quality standards. This practice exposes the institution to severe reputational risks and suggests an urgent need for enhanced information literacy and stricter guidelines to prevent the investment of resources in 'predatory' or low-quality publishing.

Rate of Hyper-Authored Output

The institution's Z-score of -0.502 is within the low-risk category, similar to the national average of -0.880, but it is comparatively higher. This points to an incipient vulnerability that, while not yet a concern, warrants monitoring. In specific "Big Science" fields, extensive author lists are normal; however, outside these contexts, this pattern can indicate author list inflation, which dilutes individual accountability. The university's score, though low, suggests a need to remain vigilant in distinguishing between necessary large-scale collaboration and the potential emergence of 'honorary' authorship practices.

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

With a Z-score of 2.326, the institution shows a moderate deviation from the national standard (-0.166), indicating a greater sensitivity to this particular risk. This wide positive gap suggests that while the university's overall scientific impact is notable, the impact of research where it holds intellectual leadership is comparatively low. This signals a potential sustainability risk, as its scientific prestige may be overly dependent and exogenous, rather than stemming from its own structural capacity. This finding invites a strategic reflection on how to foster and promote internally-led research to build a more resilient and autonomous scientific reputation.

Rate of Hyperprolific Authors

The institution's Z-score of -0.482 is firmly in the low-risk category, contrasting with the moderate-risk national average of 0.121. This demonstrates effective institutional resilience and control. While high productivity can be a sign of leadership, extreme publication volumes can challenge the limits of meaningful intellectual contribution. The university's low score indicates a healthy balance between quantity and quality, successfully avoiding the risks associated with hyper-productivity, such as coercive authorship or the prioritization of metrics over the integrity of the scientific record.

Rate of Output in Institutional Journals

The institution exhibits a Z-score of -0.268, placing it in the very low-risk category and marking a stark contrast to the national average of 1.103. This reflects a state of preventive isolation, where the university does not replicate the risk dynamics observed in its environment. By minimizing its reliance on in-house journals, the institution effectively avoids potential conflicts of interest and the risk of academic endogamy, where production might bypass rigorous, independent peer review. This commitment to external validation strengthens the credibility of its research and enhances its global visibility.

Rate of Redundant Output

The institution's Z-score for redundant output is 0.640, which, while in the medium-risk category, indicates a high exposure compared to the national average of 0.143. This suggests the university is more prone to practices like data fragmentation or 'salami slicing' than its peers. This pattern, characterized by massive bibliographic overlap between publications, can artificially inflate productivity metrics at the cost of scientific coherence. It overburdens the review system and distorts the available evidence, signaling a need to reinforce policies that prioritize the publication of significant, complete studies over sheer volume.

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