| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.201 | -0.386 |
|
Retracted Output
|
8.391 | 2.124 |
|
Institutional Self-Citation
|
0.363 | 2.034 |
|
Discontinued Journals Output
|
8.082 | 5.771 |
|
Hyperauthored Output
|
-1.203 | -1.116 |
|
Leadership Impact Gap
|
0.896 | 0.242 |
|
Hyperprolific Authors
|
-1.080 | -0.319 |
|
Institutional Journal Output
|
-0.268 | 1.373 |
|
Redundant Output
|
-0.282 | 1.097 |
The University of Misan presents a complex integrity profile, marked by a high overall risk score of 4.008, which signals significant vulnerabilities that require strategic intervention. The institution's primary challenges lie in the extremely high rates of retracted publications and output in discontinued journals, which far exceed even the high national averages for Iraq. These critical indicators suggest systemic issues in pre-publication quality control and due diligence in selecting publication venues. However, this profile is balanced by notable strengths in areas of authorship integrity, including a complete absence of hyper-prolificacy and hyper-authorship, and a commendable avoidance of academic endogamy through minimal use of institutional journals. According to SCImago Institutions Rankings data, the university demonstrates competitive research capacity in several key areas, particularly in Biochemistry, Genetics and Molecular Biology and Energy, where it ranks 7th nationally. While a specific mission statement was not available, the identified integrity risks, especially concerning retractions and predatory publishing, fundamentally contradict the universal academic values of excellence, rigor, and social responsibility. To secure its reputation and the impact of its scientific contributions, the University of Misan is advised to leverage its strengths in authorship culture to implement robust, institution-wide policies focused on enhancing methodological quality, promoting ethical publication choices, and fostering a culture of sustainable and credible research.
The institution's Z-score of 0.201 moderately deviates from the national average of -0.386. This suggests that the university exhibits a greater sensitivity to risk factors associated with multiple affiliations than its national peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the observed divergence from the national trend warrants a review of internal patterns. A disproportionately high rate can signal strategic attempts to inflate institutional credit or “affiliation shopping,” and understanding the drivers behind this trend is a necessary step to ensure that all declared affiliations correspond to substantive collaborative work.
With a Z-score of 8.391, the institution's rate of retractions stands as a global red flag, dramatically exceeding the already critical national average of 2.124. This severe discrepancy indicates that the university is a primary driver of this risk metric within a country already facing significant challenges. Retractions are complex events, but a rate this far above the global average alerts to a profound vulnerability in the institution's integrity culture. It suggests that quality control mechanisms prior to publication may be failing systemically, pointing toward possible recurring malpractice or a lack of methodological rigor that requires immediate and decisive qualitative verification by management to protect the institution's scientific reputation.
The university demonstrates effective management in this area, with a Z-score of 0.363 that is significantly lower than the national average of 2.034. This indicates that while the national system may be prone to 'echo chambers,' the institution successfully moderates the risks of scientific isolation. A certain level of self-citation is natural, reflecting the continuity of research lines. However, by maintaining a rate well below its peers, the university avoids the perception of endogamous impact inflation, suggesting its academic influence is validated by the broader global community rather than being oversized by internal dynamics.
The institution's Z-score of 8.082 is a critical alert and represents a global red flag, as it significantly leads the risk metric in a country already compromised in this area (national average: 5.771). This extremely high value indicates that a substantial portion of the university's scientific production is being channeled through media that fail to meet international ethical or quality standards. This practice exposes the institution to severe reputational risks and suggests an urgent and systemic need for improved information literacy and due diligence training for researchers to avoid wasting intellectual and financial resources on 'predatory' or low-quality publication channels.
The institution exhibits total operational silence in this indicator, with a Z-score of -1.203 that is even lower than the national average of -1.116. This absence of risk signals points to a healthy and transparent authorship culture. It suggests that the university's research practices are free from the risks of author list inflation or the inclusion of 'honorary' authorships, which can dilute individual accountability. This strong performance indicates that authorship is likely awarded based on substantive intellectual contribution, aligning with the highest standards of research integrity.
With a Z-score of 0.896, the institution shows high exposure to this risk, surpassing the national average of 0.242. This wide positive gap—where overall impact is significantly higher than the impact of research led by the institution—signals a potential sustainability risk. It suggests that the university's scientific prestige may be largely dependent and exogenous, rather than structural. This finding invites a strategic reflection on whether its high-impact metrics result from genuine internal capacity or from a positioning in collaborations where the institution does not exercise primary intellectual leadership, highlighting a need to foster and promote homegrown research excellence.
The institution shows low-profile consistency in this area, with a Z-score of -1.080 confirming a complete absence of risk signals, which aligns with the low-risk national environment (country average: -0.319). This is a strong indicator of a healthy research culture that prioritizes quality over sheer volume. The absence of extreme individual publication volumes suggests that the university is not exposed to risks such as coercive authorship or the assignment of authorship without real participation, reinforcing a commitment to the integrity of the scientific record over the inflation of productivity metrics.
The university demonstrates a clear case of preventive isolation, with a Z-score of -0.268 that starkly contrasts with the medium-risk national average of 1.373. This indicates the institution does not replicate the risk dynamics of academic endogamy observed elsewhere in the country. By avoiding dependence on in-house journals, the university mitigates potential conflicts of interest where an institution acts as both judge and party. This practice ensures its scientific production consistently undergoes independent external peer review, which enhances its global visibility and confirms its commitment to competitive, merit-based validation.
The institution displays notable resilience, with a Z-score of -0.282 that is well below the medium-risk national average of 1.097. This suggests that effective control mechanisms are in place to mitigate the systemic risk of data fragmentation. The low incidence of massive bibliographic overlap between publications indicates that researchers are focused on producing coherent studies with significant new knowledge, rather than engaging in 'salami slicing' to artificially inflate their publication counts. This responsible practice reflects scientific maturity and respect for the integrity of the scholarly communication system.