| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.068 | -0.526 |
|
Retracted Output
|
-0.090 | -0.173 |
|
Institutional Self-Citation
|
0.965 | -0.119 |
|
Discontinued Journals Output
|
0.789 | 0.179 |
|
Hyperauthored Output
|
-1.025 | 0.074 |
|
Leadership Impact Gap
|
0.345 | -0.064 |
|
Hyperprolific Authors
|
-0.881 | -0.430 |
|
Institutional Journal Output
|
-0.268 | 0.119 |
|
Redundant Output
|
-0.724 | -0.245 |
Anadolu University presents a stable and balanced scientific integrity profile, with an overall risk score of -0.013 that indicates general alignment with expected operational standards. The institution demonstrates significant strengths in maintaining low rates of hyper-authorship, hyperprolific authors, and redundant publications, showcasing robust internal controls in these areas. However, areas requiring strategic attention include a medium-risk tendency towards institutional self-citation, a higher-than-average rate of publication in discontinued journals, and a notable gap between its overall research impact and the impact of work where it holds intellectual leadership. These vulnerabilities contrast with the university's outstanding thematic performance, as evidenced by its high national rankings in key areas such as Energy (Top 3), Environmental Science (Top 5), and both Psychology and Social Sciences (Top 10), according to SCImago Institutions Rankings data. To fully realize its mission of contributing to "universal knowledge" with "high-quality" and "innovative solutions," it is crucial to address these integrity risks. Practices like excessive self-citation or publishing in low-quality journals could undermine the perceived quality and global relevance of its research, creating a potential disconnect between its stated mission of excellence and its operational practices. By focusing on strengthening external validation and improving dissemination strategies, Anadolu University can ensure its commendable research capacity translates into sustainable, mission-aligned global impact.
The institution's Z-score of -0.068 for multiple affiliations indicates a low-risk profile, though it is slightly higher than the national average of -0.526. This suggests an incipient vulnerability, where the university shows minor signals of risk activity that are less common across the country. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this slight elevation warrants a review to ensure that all affiliations are transparent and reflect substantive collaboration, thereby preventing any strategic attempts to artificially inflate institutional credit.
With a Z-score of -0.090, the university's rate of retractions is low but slightly more pronounced than the national benchmark of -0.173. This subtle difference points to an incipient vulnerability that warrants monitoring. Retractions can signify responsible supervision when correcting honest errors; however, a rate that, while low, is above the national norm could suggest that pre-publication quality control mechanisms may have room for improvement. It serves as a reminder to reinforce methodological rigor and the institutional integrity culture to prevent any potential for recurring malpractice.
The university's Z-score of 0.965 reflects a medium-risk level, representing a moderate deviation from the national average, which sits in the low-risk category (Z-score: -0.119). This indicates that the institution is more sensitive to this risk factor than its national peers. While a degree of self-citation is natural for building on established research, this disproportionately high rate signals a potential for scientific isolation or 'echo chambers.' It warns of the risk of endogamous impact inflation, where the institution's academic influence may be oversized by internal dynamics rather than validated by the broader global community, potentially limiting the reach of its contributions to universal knowledge.
The institution exhibits a medium-risk Z-score of 0.789 in this indicator, showing high exposure to this risk as it is significantly more pronounced than the national average (Z-score: 0.179). This elevated rate is a critical alert regarding due diligence in selecting dissemination channels. It indicates that a notable portion of the university's scientific production is being channeled through media that may not meet international ethical or quality standards. This practice exposes the institution to severe reputational risks and suggests an urgent need to enhance information literacy among researchers to avoid wasting resources on 'predatory' or low-quality publications.
Anadolu University demonstrates institutional resilience in managing authorship practices, with a low-risk Z-score of -1.025, which contrasts sharply with the medium-risk trend at the national level (Z-score: 0.074). This suggests that the university's internal control mechanisms are effectively mitigating the systemic risks of author list inflation prevalent in the country. By maintaining appropriate authorship norms, the institution successfully preserves individual accountability and transparency, distinguishing its legitimate collaborative work from questionable 'honorary' authorship practices.
The university's Z-score of 0.345 places it at a medium-risk level, a moderate deviation from the low-risk national average of -0.064. This positive gap suggests that the institution's overall scientific prestige may be significantly dependent on external collaborations where it does not exercise intellectual leadership. A high value here signals a sustainability risk, inviting reflection on whether its excellence metrics result from genuine internal capacity or from strategic positioning in partnerships. This dependency on exogenous impact could challenge its mission to produce "creative and innovative solutions" rooted in its own core strengths.
The institution maintains a prudent profile regarding hyperprolific authors, with a Z-score of -0.881, which is well below the national average of -0.430. This indicates that the university manages its research processes with more rigor than the national standard. This strong performance suggests an institutional culture that effectively balances productivity with quality, mitigating the risks of coercive authorship or the assignment of credit without real participation, and thereby upholding the integrity of its scientific record.
The university's Z-score of -0.268 signifies a very low-risk profile, reflecting a state of preventive isolation from the medium-risk dynamics observed nationally (Z-score: 0.119). This result is commendable, as it shows the institution does not replicate the risk of academic endogamy common in its environment. By avoiding over-reliance on in-house journals, the university circumvents potential conflicts of interest and ensures its research undergoes independent external peer review, which enhances its global visibility and confirms its commitment to competitive, high-quality validation.
With a very low-risk Z-score of -0.724, the institution demonstrates low-profile consistency, as its absence of risk signals in this area aligns with the low-risk national standard (Z-score: -0.245). This indicates a healthy publication practice that avoids data fragmentation or 'salami slicing.' By ensuring that its publications represent significant new knowledge rather than artificially inflated output, the university upholds the integrity of the scientific evidence it produces and respects the academic review system.
