| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.672 | -0.674 |
|
Retracted Output
|
1.864 | 0.065 |
|
Institutional Self-Citation
|
1.845 | 1.821 |
|
Discontinued Journals Output
|
4.158 | 3.408 |
|
Hyperauthored Output
|
-1.001 | -0.938 |
|
Leadership Impact Gap
|
-1.237 | -0.391 |
|
Hyperprolific Authors
|
-0.947 | -0.484 |
|
Institutional Journal Output
|
-0.268 | 0.189 |
|
Redundant Output
|
-0.555 | -0.207 |
Haluoleo University presents a complex integrity profile, with an overall risk score of 1.155 indicating areas that require strategic attention. The institution demonstrates notable strengths in its operational governance, with very low risk signals in intellectual leadership, author productivity, publication in institutional journals, and data fragmentation. These strengths are foundational to its research capacity, which is reflected in its competitive national standing in key thematic areas such as Pharmacology, Toxicology and Pharmaceutics, Chemistry, and Physics and Astronomy, according to SCImago Institutions Rankings data. However, this solid base is critically undermined by significant risks in the Rate of Retracted Output and the Rate of Output in Discontinued Journals. These vulnerabilities directly challenge the university's mission to develop "excellent research" and build its "international image," as they suggest systemic issues in quality control and dissemination strategy. To fully align its practices with its ambitions, Haluoleo University is advised to leverage its governance strengths to implement rigorous quality assurance protocols and enhance information literacy regarding publication channels, thereby safeguarding its scientific reputation and ensuring its contributions are both impactful and enduring.
The institution's rate of multiple affiliations (Z-score: -0.672) is in complete alignment with the national average for Indonesia (Z-score: -0.674). This indicates a level of risk that is entirely expected for its context and size, showing no unusual patterns. While multiple affiliations can sometimes signal strategic attempts to inflate institutional credit, the university's current profile suggests its collaborative practices are standard and do not present an integrity risk.
The university exhibits a significant Z-score of 1.864 in its rate of retracted output, a figure that markedly amplifies the vulnerabilities already present in the national system (Z-score: 0.065). Retractions are complex events, but a rate this far above the average is a critical alert. It suggests that the institution's pre-publication quality control mechanisms may be failing systemically, moving beyond isolated incidents of honest error. This high rate points 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 to protect its scientific credibility.
With a Z-score of 1.845, the university's rate of institutional self-citation closely mirrors the national trend in Indonesia (Z-score: 1.821). This alignment suggests the institution's practices are part of a systemic pattern, likely reflecting shared academic norms or evaluation policies at a national level. While a certain level of self-citation is natural, this medium-risk value warrants attention. It can signal concerning scientific isolation or 'echo chambers' where the institution validates its own work without sufficient external scrutiny, potentially leading to an endogamous inflation of its academic impact rather than recognition from the global community.
The institution's rate of publication in discontinued journals represents a global red flag, with an exceptionally high Z-score of 4.158 that leads the risk metrics in a country already facing a critical challenge in this area (Z-score: 3.408). This indicator is a critical alert regarding the due diligence applied in selecting dissemination channels. Such a high proportion of output in journals that fail to meet international ethical or quality standards indicates that a significant portion of scientific production is being channeled through predatory or low-quality media. This practice exposes the institution to severe reputational damage and suggests an urgent need for information literacy and policy intervention to prevent the waste of research resources.
The university demonstrates a prudent profile regarding hyper-authored publications, with a Z-score of -1.001 that is slightly lower than the national standard (Z-score: -0.938). This suggests the institution manages its authorship practices with more rigor than its national peers. While extensive author lists are legitimate in 'Big Science', a low score outside these contexts is a positive sign, indicating that the university is effectively avoiding issues like author list inflation or 'honorary' authorships, thereby promoting individual accountability and transparency in its research contributions.
The institution shows a very low Z-score of -1.237 in the gap between its overall impact and the impact of research where it holds a leadership role, a value well below the national average (Z-score: -0.391). The absence of a significant positive gap is a strong indicator of scientific autonomy and sustainability. It demonstrates that the university's academic prestige is not dependent on external partners but is generated by its own structural capacity and intellectual leadership, reflecting a healthy and self-reliant research ecosystem.
With a Z-score of -0.947, the university shows an absence of risk signals related to hyperprolific authors, a rate significantly lower than the national figure (Z-score: -0.484). This low-profile consistency aligns with national standards of integrity and suggests a healthy balance between productivity and quality. By avoiding extreme individual publication volumes, the institution mitigates risks such as coercive authorship or the assignment of authorship without real participation, reinforcing a culture that prioritizes the integrity of the scientific record over pure metrics.
The university demonstrates a clear preventive isolation from national trends regarding publication in its own journals, with a very low Z-score of -0.268 in contrast to the medium-risk national average (Z-score: 0.189). This indicates that the institution does not replicate the risk dynamics observed in its environment. By avoiding excessive dependence on in-house journals, the university effectively sidesteps potential conflicts of interest and academic endogamy, ensuring its scientific production undergoes independent external peer review and enhancing its global visibility and credibility.
The institution's rate of redundant output, or 'salami slicing,' is very low (Z-score: -0.555), placing it in a position of low-profile consistency and well below the national risk level (Z-score: -0.207). This absence of risk signals indicates a strong commitment to publishing complete and significant studies. It suggests that the university's researchers are not engaging in the practice of dividing coherent studies into minimal publishable units to artificially inflate productivity, thereby upholding the integrity of the scientific evidence and prioritizing the generation of new knowledge over volume.