| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.482 | -0.526 |
|
Retracted Output
|
0.136 | -0.173 |
|
Institutional Self-Citation
|
0.027 | -0.119 |
|
Discontinued Journals Output
|
0.356 | 0.179 |
|
Hyperauthored Output
|
-0.957 | 0.074 |
|
Leadership Impact Gap
|
0.020 | -0.064 |
|
Hyperprolific Authors
|
-1.221 | -0.430 |
|
Institutional Journal Output
|
-0.268 | 0.119 |
|
Redundant Output
|
-0.262 | -0.245 |
Afyon Kocatepe University presents a robust scientific integrity profile, reflected in an overall score of -0.244, which indicates a performance generally characterized by low risk. The institution demonstrates significant strengths in maintaining operational transparency and ethical authorship practices, with exceptionally low risk in the rates of multiple affiliations, hyperprolific authors, and output in its own institutional journals. These positive indicators are counterbalanced by areas requiring strategic attention, specifically a medium-risk profile in retracted output, institutional self-citation, output in discontinued journals, and the gap in research impact leadership. The university's academic strengths are notable in several fields, with SCImago Institutions Rankings placing it among the top national performers in Business, Management and Accounting (5th in Turkey), Veterinary (26th), Energy (35th), and Psychology (36th). While the institution's formal mission statement was not localized for this report, the identified vulnerabilities could challenge core academic values. A commitment to excellence and social responsibility is inherently tied to research credibility, and risks such as publishing in low-quality journals or having a high rate of retractions can undermine the trust and impact of its strongest research areas. We recommend a proactive approach focused on strengthening pre-publication quality controls and promoting awareness of high-quality dissemination channels to consolidate its position as a reliable and influential academic entity.
The institution demonstrates an exemplary profile in this area, with a Z-score of -1.482, significantly below the national average of -0.526. This result reflects a low-profile consistency, where the complete absence of risk signals is even more pronounced than the national standard. This indicates that the university's affiliation practices are transparent and well-governed. While multiple affiliations can be a legitimate outcome of collaboration, the institution's very low rate provides strong assurance against strategic attempts to inflate institutional credit or engage in “affiliation shopping,” reinforcing a culture of clear and honest academic attribution.
The university shows a Z-score of 0.136, placing it in a medium-risk category, which represents a moderate deviation from the country's low-risk average of -0.173. This greater sensitivity to risk factors suggests that the institution experiences a higher rate of retractions than its national peers. Retractions are complex events, but a rate significantly higher than the average can alert to a vulnerability in the institution's integrity culture. This score suggests that quality control mechanisms prior to publication may be failing more frequently than elsewhere in the country, indicating possible recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management.
With a Z-score of 0.027, the institution is in a medium-risk band, diverging from the national low-risk average of -0.119. This moderate deviation indicates a greater tendency toward institutional self-citation compared to its peers. A certain level of self-citation is natural, but this elevated rate could signal concerning scientific isolation or 'echo chambers' where work is validated without sufficient external scrutiny. This value warns of the risk of endogamous impact inflation, suggesting that the institution's academic influence may be oversized by internal dynamics rather than by recognition from the global scientific community.
The institution's Z-score of 0.356 is in the medium-risk category, notably higher than the national medium-risk average of 0.179. This indicates a high exposure to this particular risk, suggesting the center is more prone to showing these alert signals than its environment. This high proportion of publications in discontinued journals constitutes a critical alert regarding due diligence in selecting dissemination channels. It indicates that a significant portion of scientific production may be channeled through media that do not meet international ethical or quality standards, exposing the institution to severe reputational risks and suggesting an urgent need for information literacy to avoid wasting resources on 'predatory' or low-quality practices.
Afyon Kocatepe University exhibits a low-risk Z-score of -0.957, which contrasts favorably with the country's medium-risk average of 0.074. This demonstrates institutional resilience, as internal control mechanisms appear to successfully mitigate the systemic risks observed at the national level. This positive result suggests that the university effectively distinguishes between necessary massive collaboration and practices like 'honorary' or political authorship. The institution’s governance seems to successfully prevent author list inflation, thereby preserving individual accountability and transparency in its research output.
The institution presents a medium-risk Z-score of 0.020, a moderate deviation from the national low-risk average of -0.064. This suggests the university is more sensitive to this risk factor than its peers. A positive gap, where global impact is higher than the impact of research led by the institution, signals a potential sustainability risk. This value suggests that the institution's scientific prestige may be dependent and exogenous, rather than structural. It invites reflection on whether its excellence metrics result from genuine internal capacity or from strategic positioning in collaborations where the institution does not exercise primary intellectual leadership.
With a Z-score of -1.221, the institution has a very low risk in this indicator, performing better than the national low-risk average of -0.430. This low-profile consistency, where the absence of risk signals aligns with and surpasses the national standard, is a strong positive sign. It indicates a healthy balance between productivity and quality, with no evidence of extreme individual publication volumes that might challenge the limits of meaningful intellectual contribution. This suggests the institution is free from risks such as coercive authorship or the assignment of authorship without real participation, prioritizing the integrity of the scientific record over pure metrics.
The university's Z-score of -0.268 places it in the very low-risk category, a stark and positive contrast to the country's medium-risk average of 0.119. This demonstrates a form of preventive isolation, where the center actively avoids replicating the risk dynamics prevalent in its national environment. By not relying on its own journals for publication, the institution effectively sidesteps potential conflicts of interest and academic endogamy. This practice ensures its scientific production undergoes independent external peer review, which is crucial for limiting the use of internal channels as 'fast tracks' and for enhancing global visibility and competitive validation.
The institution's Z-score of -0.262 is in the low-risk category, closely aligning with the national average of -0.245. This reflects a state of statistical normality, where the risk level is as expected for its context and size. The data shows no significant signals of data fragmentation or 'salami slicing.' This indicates that the university's researchers are not artificially inflating their productivity by dividing coherent studies into minimal publishable units, thereby upholding the principles of contributing significant new knowledge and respecting the scientific review system.
