| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.920 | -0.674 |
|
Retracted Output
|
-0.043 | 0.065 |
|
Institutional Self-Citation
|
1.785 | 1.821 |
|
Discontinued Journals Output
|
1.527 | 3.408 |
|
Hyperauthored Output
|
-0.719 | -0.938 |
|
Leadership Impact Gap
|
-2.726 | -0.391 |
|
Hyperprolific Authors
|
-1.413 | -0.484 |
|
Institutional Journal Output
|
-0.268 | 0.189 |
|
Redundant Output
|
-1.186 | -0.207 |
Universitas Islam Negeri Ar-Raniry presents a robust and well-balanced scientific integrity profile, reflected in its overall score of -0.110. The institution demonstrates significant strengths with very low risk signals in key areas such as leadership impact, author productivity, and publication redundancy. This solid foundation is particularly relevant given its prominent national standing in Arts and Humanities (ranked 3rd in Indonesia) and Social Sciences (ranked 12th), as per SCImago Institutions Rankings data. While the overall performance is commendable, medium-level alerts in Institutional Self-Citation and Output in Discontinued Journals warrant strategic attention. Addressing these vulnerabilities is crucial to ensure that the institution's pursuit of academic excellence and societal contribution is not undermined by practices that could compromise external validation and reputational integrity. By proactively managing these specific risks, the university can further consolidate its position as a leader in responsible and high-impact research.
The institution's very low Z-score (-0.920) compared to the country's low score (-0.674) indicates a healthy and transparent approach to academic collaboration. This demonstrates a low-profile consistency, where the absence of risk signals aligns with the national standard. While multiple affiliations can be legitimate, the institution's data shows no signs of strategic attempts to inflate institutional credit or engage in “affiliation shopping,” reinforcing a culture of clear and accountable partnerships.
The institution displays notable institutional resilience, with a low Z-score of -0.043 in contrast to the medium-risk national average of 0.065. This suggests that its internal quality control mechanisms are effectively mitigating the systemic risks observed elsewhere in the country. Retractions are complex events, but a rate significantly lower than the national context indicates that the university's pre-publication supervision and methodological rigor are robust, protecting its scientific record from the vulnerabilities that can lead to recurring malpractice or systemic errors.
The institution's Z-score of 1.785 is nearly identical to the national average of 1.821, pointing to a systemic pattern in citation behavior. This alignment suggests the risk level reflects shared academic practices or evaluation policies at a national level. A certain level of self-citation is natural and reflects the continuity of established research lines. Nonetheless, this medium-level score warns of a potential 'echo chamber' where work may not be receiving sufficient external scrutiny, signaling a risk of endogamous impact inflation where academic influence could be oversized by internal dynamics rather than validated by the broader global community.
With a medium Z-score of 1.527, the institution demonstrates relative containment of a risk that is significantly more pronounced at the national level (Z-score of 3.408). Although some risk signals are present, the university operates with more order than the national average, suggesting better due diligence in selecting publication venues. However, this medium score still constitutes a critical alert. It indicates that a portion of its scientific production is channeled through media that may not meet international quality standards, exposing the institution to reputational risks and suggesting a need to strengthen information literacy to avoid 'predatory' practices.
The institution's Z-score of -0.719, while low, is slightly higher than the national average of -0.938, indicating an incipient vulnerability. This suggests the center shows subtle signals of risk that warrant review before they escalate. In fields outside of 'Big Science,' high author counts can indicate author list inflation, which dilutes individual accountability. This metric serves as a signal to proactively ensure that authorship practices remain transparent and are based on legitimate collaboration rather than 'honorary' attributions.
The institution's exceptionally low Z-score of -2.726, compared to the country's low score of -0.391, signals a very healthy balance between collaborative impact and self-led impact. This low-profile consistency demonstrates that the university's scientific prestige is not overly dependent on external partners. A narrow gap suggests that excellence metrics result from strong internal capacity and intellectual leadership, indicating a sustainable and structurally sound research ecosystem rather than one reliant on strategic positioning in collaborations.
With a very low Z-score of -1.413 against a national score of -0.484, the institution shows an exemplary absence of hyperprolific authorship. This low-profile consistency indicates that its research environment fosters a healthy balance between productivity and quality. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution, so this low indicator confirms the institution is not exposed to risks like coercive authorship or the prioritization of metrics over the integrity of the scientific record.
The institution exhibits preventive isolation from national trends, with a very low Z-score of -0.268 in contrast to the medium-risk national average of 0.189. This indicates the center does not replicate the risk dynamics of academic endogamy observed in its environment. By avoiding excessive dependence on its own journals, the institution ensures its scientific production undergoes independent external peer review, which enhances global visibility and avoids potential conflicts of interest where the institution might act as both judge and party.
The institution's very low Z-score of -1.186, well below the national average of -0.207, demonstrates a strong commitment to publishing significant and coherent research. This low-profile consistency shows an absence of risk signals related to data fragmentation or 'salami slicing.' This practice, which involves dividing a study into minimal publishable units to inflate productivity, distorts scientific evidence. The institution's low score indicates a culture that prioritizes the contribution of significant new knowledge over the artificial inflation of publication volume.