| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.980 | -0.674 |
|
Retracted Output
|
0.032 | 0.065 |
|
Institutional Self-Citation
|
3.822 | 1.821 |
|
Discontinued Journals Output
|
4.548 | 3.408 |
|
Hyperauthored Output
|
-0.986 | -0.938 |
|
Leadership Impact Gap
|
-0.757 | -0.391 |
|
Hyperprolific Authors
|
-0.108 | -0.484 |
|
Institutional Journal Output
|
1.080 | 0.189 |
|
Redundant Output
|
-0.163 | -0.207 |
Indonesia University of Education presents a complex integrity profile, with an overall risk score of 1.014 indicating areas of notable strength alongside significant vulnerabilities. The institution demonstrates robust governance in collaborative practices, reflected by very low-risk levels in multiple affiliations, hyper-authorship, and impact dependency. These strengths provide a solid foundation for its research enterprise, which excels nationally according to SCImago Institutions Rankings data, particularly in Chemistry (ranked #1), Computer Science (#8), Engineering (#9), and Social Sciences (#9). However, this strong thematic performance is critically undermined by significant risks in publication strategies, specifically an alarming rate of output in discontinued journals and institutional self-citation. These practices directly conflict with the university's mission to "disseminate experiences and innovations... for social betterment," as they suggest a focus on internal validation and low-quality channels rather than impactful, externally-vetted knowledge sharing. To fully leverage its academic strengths and align its practices with its mission, the institution is advised to urgently review its publication policies, enhance researcher training on journal selection, and foster a culture that prioritizes global engagement over insular metrics.
The institution exhibits a Z-score of -0.980, positioning it in a very low-risk category and favorably below the national average of -0.674. This demonstrates a low-profile consistency, where the complete absence of risk signals for strategic affiliation misuse aligns with and even surpasses the national standard. While multiple affiliations can be a legitimate outcome of collaboration, the institution's data shows no evidence of disproportionate rates that might suggest attempts to artificially inflate institutional credit. This indicates a well-governed and transparent approach to declaring academic partnerships.
With a Z-score of 0.032, the institution's performance is nearly identical to the national average of 0.065, both falling within a medium-risk band. This alignment suggests the university is experiencing a systemic pattern, reflecting shared challenges in research integrity that are prevalent at a national level rather than being an issue unique to the institution. Retractions are complex events, but a sustained medium rate suggests that pre-publication quality control mechanisms may be facing similar pressures or shortcomings as those seen across the country. This shared vulnerability points to a need for a broader, perhaps national, conversation on strengthening methodological rigor and supervision.
The institution displays a significant risk with a Z-score of 3.822, starkly higher than the country's medium-risk average of 1.821. This indicates a dynamic of risk accentuation, where the university significantly amplifies a vulnerability already present in the national system. A certain level of self-citation is natural, reflecting ongoing research lines. However, this disproportionately high rate signals a concerning level of scientific isolation or an 'echo chamber' where the institution validates its own work without sufficient external scrutiny. The score warns of a critical risk of endogamous impact inflation, suggesting that the institution's perceived academic influence may be oversized by internal dynamics rather than by genuine recognition from the global scientific community.
This indicator represents a critical vulnerability, with the institution's Z-score of 4.548 not only being in the significant risk category but also exceeding the already high national average of 3.408. This situation is a global red flag, positioning the institution as a leader in this problematic practice within a country already highly compromised. A high proportion of publications in discontinued journals is a critical alert regarding due diligence in selecting dissemination channels. This Z-score indicates that a significant portion of the university's scientific output is channeled through media failing to meet international ethical or quality standards, exposing the institution to severe reputational damage and signaling an urgent need for information literacy training to avoid wasting resources on predatory or low-quality practices.
The institution maintains a prudent profile with a Z-score of -0.986, which is slightly more rigorous than the national low-risk average of -0.938. This result suggests that the institution manages its authorship attribution processes with greater control than the national standard. The data shows no signs of author list inflation or the dilution of individual accountability, indicating that collaborative work is likely structured transparently and appropriately for its disciplinary context, distinguishing it from questionable 'honorary' authorship practices.
With a Z-score of -0.757, the institution demonstrates a prudent profile, managing its research collaborations with more rigor than the national standard (Z-score of -0.391). A low score in this indicator is a positive sign, suggesting that the institution's scientific prestige is not overly dependent on external partners. This indicates that the university possesses strong structural capacity and exercises intellectual leadership in its research, ensuring that its high-impact work is a result of genuine internal capabilities rather than just strategic positioning in collaborations led by others.
The institution's Z-score of -0.108, while in the low-risk category, is higher than the national average of -0.484. This differential points to an incipient vulnerability, where the institution shows more signals of hyperprolific authorship than its peers, warranting review before the issue escalates. While high productivity can be legitimate, extreme individual publication volumes can challenge the limits of meaningful intellectual contribution. This indicator serves as a quiet alert to monitor for potential imbalances between quantity and quality, and to ensure that authorship is not being assigned without real participation.
The institution's Z-score of 1.080 places it in the medium-risk category, but its value is substantially higher than the national average of 0.189. This reveals a high exposure to this risk, indicating the center is more prone to publishing in its own journals than its environment average. While in-house journals can be valuable for local dissemination, this level of dependence raises potential conflicts of interest and warns of academic endogamy. The score suggests a risk that scientific production might be bypassing independent external peer review, potentially using internal channels as 'fast tracks' to inflate publication counts without standard competitive validation.
With a Z-score of -0.163, the institution's risk is low but slightly more pronounced than the national average of -0.207. This suggests an incipient vulnerability, where the center shows early signals of this practice that warrant monitoring. Massive bibliographic overlap between publications can indicate data fragmentation or 'salami slicing,' a practice of dividing a study into minimal units to inflate productivity. While not yet a major issue, this slight elevation compared to the national baseline suggests that institutional policies should reinforce the value of publishing complete, significant studies over fragmented, high-volume output.