| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.665 | -0.526 |
|
Retracted Output
|
-0.493 | -0.173 |
|
Institutional Self-Citation
|
3.936 | -0.119 |
|
Discontinued Journals Output
|
2.917 | 0.179 |
|
Hyperauthored Output
|
-1.299 | 0.074 |
|
Leadership Impact Gap
|
-0.927 | -0.064 |
|
Hyperprolific Authors
|
0.051 | -0.430 |
|
Institutional Journal Output
|
-0.268 | 0.119 |
|
Redundant Output
|
10.611 | -0.245 |
Mus Alparslan University presents a profile of notable contrasts, with an overall integrity score of 0.963 that reflects significant strengths in operational governance alongside critical, concentrated areas of risk. The institution demonstrates exemplary control in key areas, maintaining very low rates of retracted output, hyper-authored publications, and output in institutional journals, suggesting robust internal policies and a commitment to external validation. However, this positive foundation is challenged by significant risk alerts in three specific areas: an exceptionally high rate of institutional self-citation, a concerning volume of publications in discontinued journals, and a critical level of redundant output (salami slicing). These vulnerabilities require immediate strategic attention as they can undermine the credibility of the university's recognized thematic strengths. According to SCImago Institutions Rankings data, the university holds strong national positions in Arts and Humanities, Psychology, and Physics and Astronomy. While the institution's specific mission statement was not available for this analysis, such high-risk practices are fundamentally at odds with the universal academic mandate of pursuing excellence and ensuring social responsibility through reliable knowledge. Addressing these specific integrity challenges is crucial to safeguarding the university's reputation and ensuring its contributions in its strongest fields are perceived as both impactful and trustworthy.
The institution's Z-score of -0.665 is slightly lower than the national average of -0.526, indicating a prudent and well-managed approach to author affiliations. Within a national context that already demonstrates low risk, the university operates with even greater rigor. This suggests that its policies effectively govern collaborations and researcher appointments, ensuring that affiliations are legitimate and not used strategically to inflate institutional credit. This controlled environment minimizes the risk of "affiliation shopping" and reflects a stable, transparent academic ecosystem.
With a Z-score of -0.493, the institution exhibits a very low rate of retracted publications, a positive signal that is consistent with the low-risk national environment (Z-score -0.173). This absence of significant retraction events suggests that the university's quality control mechanisms prior to publication are effective. It points towards a culture of responsible supervision and methodological rigor, where potential errors are identified and corrected internally, reinforcing the reliability of its scientific output and protecting its academic reputation.
A severe discrepancy exists between the institution's Z-score of 3.936 and the national average of -0.119. This atypical and significant risk level requires a deep integrity assessment. A certain degree of self-citation is normal, but such a disproportionately high rate signals a concerning scientific isolation. This result warns of a potential 'echo chamber' where the institution's work may not be receiving sufficient external scrutiny, creating a risk of endogamous impact inflation. It is crucial to investigate whether the university's academic influence is being oversized by internal dynamics rather than validated by the global scientific community.
The institution's Z-score of 2.917 significantly amplifies the moderate vulnerability present in the national system (Z-score 0.179). This accentuation of risk indicates a systemic weakness in the selection of publication venues. A high proportion of output in discontinued journals is a critical alert regarding due diligence, suggesting that a significant portion of research is being channeled through media that fail to meet international ethical or quality standards. This exposes the institution to severe reputational damage from association with 'predatory' practices and signals an urgent need for enhanced information literacy among its researchers.
The university demonstrates a preventive isolation from national trends with a Z-score of -1.299, in stark contrast to the country's moderate-risk Z-score of 0.074. This indicates that the institution does not replicate the risk dynamics of author list inflation observed elsewhere in its environment. By maintaining very low levels of hyper-authorship, the university upholds standards of individual accountability and transparency, effectively distinguishing its legitimate collaborative work from practices that might dilute authorial responsibility.
The institution shows a Z-score of -0.927, which aligns with and improves upon the low-risk national context (Z-score -0.064). This very low gap is a strong indicator of scientific maturity and sustainability. It demonstrates that the university's research prestige is not dependent on external partners but is driven by its own structural capacity and intellectual leadership. This result confirms that its excellence metrics are a reflection of genuine internal capabilities, a key component of a self-reliant and impactful research institution.
With a Z-score of 0.051, the institution displays a moderate deviation from the national standard, where the risk is low (Z-score -0.430). This suggests a greater sensitivity to risk factors related to extreme productivity than its national peers. While high output can signify leadership, this indicator alerts to potential imbalances between quantity and quality. It warrants a review of the underlying causes to ensure that publication volumes are not indicative of coercive authorship or other dynamics that prioritize metrics over the integrity of the scientific record.
The institution effectively insulates itself from national publishing trends, with a Z-score of -0.268 compared to the country's moderate-risk Z-score of 0.119. This preventive isolation is a sign of institutional strength. By avoiding dependence on its own journals, the university mitigates conflicts of interest and the risk of academic endogamy. This commitment to external, independent peer review ensures its scientific production undergoes standard competitive validation, enhancing its global visibility and credibility.
A critical anomaly is observed in this indicator, with the institution's Z-score reaching an exceptionally high 10.611, creating a severe discrepancy with the low-risk national average of -0.245. This risk activity is highly atypical and demands an urgent and deep integrity assessment. Such a massive bibliographic overlap between publications is a primary signal of data fragmentation or 'salami slicing,' the practice of dividing a single study into minimal units to artificially inflate productivity. This practice distorts the scientific evidence base and suggests a focus on volume over the generation of significant new knowledge, posing a direct threat to the institution's scientific credibility.
