| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.873 | -0.526 |
|
Retracted Output
|
-0.334 | -0.173 |
|
Institutional Self-Citation
|
0.511 | -0.119 |
|
Discontinued Journals Output
|
0.133 | 0.179 |
|
Hyperauthored Output
|
2.718 | 0.074 |
|
Leadership Impact Gap
|
-0.401 | -0.064 |
|
Hyperprolific Authors
|
0.830 | -0.430 |
|
Institutional Journal Output
|
-0.268 | 0.119 |
|
Redundant Output
|
-0.513 | -0.245 |
Karamanoglu Mehmetbey University presents a profile of solid scientific integrity, reflected in an overall risk score of 0.186. This performance is anchored in significant strengths, particularly in its robust internal quality controls, demonstrated by very low rates of redundant and retracted publications, and a commendable capacity for intellectual leadership. However, this foundation is contrasted by notable vulnerabilities in authorship and affiliation practices, with the rate of hyper-authored output emerging as a critical area for review. The institution's academic strengths are clearly defined, with SCImago Institutions Rankings data highlighting top-tier national positions in key areas such as Environmental Science (ranked 3rd in Turkey), Pharmacology, Toxicology and Pharmaceutics (10th), Energy (13th), and Chemistry (21st). While these achievements are significant, the identified integrity risks—especially those related to authorship inflation and potential endogamy—could undermine the core of the university's mission to foster "contemporary and ethical value." An overemphasis on quantitative metrics at the expense of transparency directly challenges this ethical commitment. To fully align its operational practices with its strategic vision, it is recommended that the University undertake a focused review of its authorship and collaboration policies, thereby reinforcing its strong research foundation and ensuring its contributions to science are both impactful and unimpeachable.
The institution's Z-score for this indicator is 0.873, while the national average for Turkey is -0.526. This contrast reveals a moderate deviation from the national norm, suggesting the university shows a greater sensitivity to risk factors than its peers. While multiple affiliations can be a legitimate outcome of collaboration, the university's higher rate signals a potential strategic use to inflate institutional credit. This pattern warrants a review to ensure that all affiliations are substantive and not merely a form of “affiliation shopping,” thereby safeguarding the transparency of the institution's collaborative footprint.
With a Z-score of -0.334, the institution demonstrates a lower incidence of retracted publications compared to the national average of -0.173. This indicates a prudent and rigorous approach to quality control. Retractions are complex events, but a rate below the national standard suggests that the university's pre-publication review and supervision mechanisms are functioning effectively. This performance points to a healthy integrity culture where methodological rigor is prioritized, minimizing the need for post-publication corrections and reinforcing the reliability of its scientific output.
The university's Z-score of 0.511 for institutional self-citation is notably higher than Turkey's national average of -0.119. This discrepancy points to a moderate deviation, indicating a greater tendency toward internal citation patterns compared to other institutions in the country. While a certain level of self-citation reflects focused research lines, this elevated rate could signal the formation of scientific 'echo chambers.' It raises a concern about endogamous impact inflation, where the institution's academic influence might be amplified by internal dynamics rather than validated by broader recognition from the global scientific community.
The institution's Z-score of 0.133 is closely aligned with the national average of 0.179, indicating that its engagement with discontinued journals reflects a systemic pattern common throughout the country. This shared tendency constitutes a critical alert regarding due diligence in selecting dissemination channels. A notable proportion of scientific output being channeled through media that fail to meet international ethical or quality standards exposes both the institution and the national system to severe reputational risks. This suggests an urgent, widespread need for improved information literacy to prevent the misallocation of research efforts into 'predatory' or low-quality publishing practices.
The institution exhibits a Z-score of 2.718 in hyper-authorship, a figure that dramatically exceeds the national Z-score of 0.074. This shows a significant risk accentuation, where the university amplifies a vulnerability already present in the national system. Outside of 'Big Science' contexts where large author lists are standard, such a high rate is a critical red flag for author list inflation, which dilutes individual accountability and transparency. This finding demands an urgent investigation to distinguish between legitimate large-scale collaborations and potential 'honorary' or political authorship practices that compromise scientific integrity.
The institution's Z-score of -0.401 is significantly lower (more favorable) than the national average of -0.064. This demonstrates a prudent profile, indicating that the university's scientific prestige is built on strong internal capacity rather than dependency on external partners. A negative gap signifies that the impact of research led by the institution's own authors is high, a hallmark of intellectual leadership. This result suggests that the university's excellence metrics are a reflection of genuine, structural research capabilities, positioning it as a driver of innovation rather than a passenger in collaborations.
With a Z-score of 0.830, the university shows a higher rate of hyperprolific authors compared to the national Z-score of -0.430. This moderate deviation suggests the institution is more exposed to this risk than its national peers. Extreme individual publication volumes challenge the perceived limits of meaningful intellectual contribution and can signal an imbalance between quantity and quality. This indicator alerts to potential risks such as coercive authorship or the assignment of credit without real participation—dynamics that prioritize metric accumulation over the integrity of the scientific record and warrant closer examination.
The institution's Z-score of -0.268 marks a stark and positive contrast to the national average of 0.119. This demonstrates a form of preventive isolation, where the university actively avoids the risk dynamics observed elsewhere in the country. By minimizing its reliance on in-house journals, the institution mitigates potential conflicts of interest and ensures its scientific production is validated through independent, external peer review. This practice not only enhances the global visibility and credibility of its research but also signals a strong commitment to avoiding academic endogamy and the use of internal channels as 'fast tracks' for publication.
The institution's Z-score of -0.513 is well below the national average of -0.245, indicating an exemplary absence of risk signals that is consistent with, and even exceeds, the national standard. This very low rate of bibliographic overlap between publications suggests a strong institutional focus on producing significant, novel contributions to knowledge rather than artificially inflating productivity metrics. It reflects a culture that discourages 'salami slicing'—the practice of fragmenting a single study into multiple minimal units—thereby upholding the integrity of the scientific evidence base and respecting the academic review system.
