University of Kerbala

Region/Country

Middle East
Iraq
Universities and research institutions

Overall

1.802

Integrity Risk

significant

Indicators relating to the period 2020-2024

Indicator University Z-score Average country Z-score
Multi-affiliation
0.078 -0.386
Retracted Output
0.192 2.124
Institutional Self-Citation
2.114 2.034
Discontinued Journals Output
8.655 5.771
Hyperauthored Output
-1.269 -1.116
Leadership Impact Gap
0.233 0.242
Hyperprolific Authors
-1.017 -0.319
Institutional Journal Output
-0.268 1.373
Redundant Output
1.611 1.097
0 represents the global average
AI-generated summary report

EXECUTIVE SUMMARY AND STRATEGIC VISION

The University of Kerbala presents a complex integrity profile, with an overall risk score of 1.802 that indicates notable areas for strategic intervention alongside significant operational strengths. The institution demonstrates commendable control over authorship-related practices, showing very low risk in hyper-authorship, hyper-prolificacy, and publication in institutional journals. These strengths suggest robust internal governance in managing research personnel. However, these are counterbalanced by critical vulnerabilities, most notably a significant rate of publication in discontinued journals, which poses a severe reputational threat. This is compounded by medium-risk indicators in multiple affiliations, self-citation, and redundant output, where the university shows higher exposure than the national average. According to SCImago Institutions Rankings data, the university's strongest thematic areas nationally are in Arts and Humanities, Economics, Econometrics and Finance, and Business, Management and Accounting. While a specific mission statement was not available for this analysis, the identified risks—especially the reliance on low-quality publication channels—directly challenge any mission centered on academic excellence, integrity, and meaningful societal contribution. To secure its long-term reputation and the impact of its strongest research areas, the university should leverage its clear strengths in authorship governance to implement a targeted strategy focused on improving the quality and integrity of its publication channels.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution exhibits a Z-score of 0.078, a moderate signal that diverges from the low-risk national average of -0.386. This indicates that the university shows a greater sensitivity to factors driving multiple affiliations than its national peers. This deviation warrants a review, as disproportionately high rates can signal strategic attempts to inflate institutional credit or “affiliation shopping.” While many instances are legitimate, this trend suggests a localized pattern that is not reflective of the broader national context, pointing to a need for clearer institutional policies on affiliation declarations.

Rate of Retracted Output

With a Z-score of 0.192, the university demonstrates a medium risk level for retracted publications, which is notably more controlled when compared to the significant-risk national average of 2.124. This suggests a degree of relative containment; although risk signals are present, the institution appears to operate with more effective quality control mechanisms than the national system at large. A high rate of retractions can alert to a systemic vulnerability in an institution's integrity culture or a lack of methodological rigor. In this context, the university’s ability to maintain a lower rate than its environment is a positive sign of resilience, though continued monitoring is essential to prevent escalation.

Rate of Institutional Self-Citation

The university's Z-score for institutional self-citation is 2.114, placing it in the medium-risk category and slightly above the national average of 2.034. This reveals a high exposure to this risk factor, suggesting the institution is more prone than its peers to developing 'echo chambers' where work is validated internally without sufficient external scrutiny. While some self-citation reflects focused research lines, this elevated rate warns of potential endogamous impact inflation, where academic influence may be oversized by internal dynamics rather than by recognition from the global scientific community.

Rate of Output in Discontinued Journals

The institution's Z-score of 8.655 is a critical alert, placing it in the significant-risk category and substantially above the already high national average of 5.771. This constitutes a global red flag, indicating the university not only participates in but leads a highly compromised national trend. A high proportion of publications in discontinued journals is a critical alert regarding due diligence in selecting dissemination channels. This Z-score indicates that a significant portion of the university's scientific output is being 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.

Rate of Hyper-Authored Output

With a Z-score of -1.269, the institution demonstrates a complete absence of risk signals in hyper-authorship, performing even better than the very low-risk national average of -1.116. This finding represents a state of total operational silence on this indicator. It suggests that the university's research culture effectively promotes transparency and accountability in authorship, successfully distinguishing between necessary large-scale collaboration and inappropriate practices like 'honorary' authorships. This is a significant strength, reflecting robust governance over authorship attribution.

Gap between Impact of total output and the impact of output with leadership

The institution's Z-score of 0.233 is nearly identical to the national average of 0.242, both falling within the medium-risk range. This alignment points to a systemic pattern, where the institution's risk level reflects shared practices or conditions at a national level. A wide positive gap signals a sustainability risk, suggesting that scientific prestige is dependent on external partners rather than being structurally generated from within. The data indicates that, like its national peers, the university's excellence metrics may result more from strategic positioning in collaborations where it does not exercise intellectual leadership, rather than from its own core research capacity.

Rate of Hyperprolific Authors

The university's Z-score of -1.017 indicates a very low risk of hyperprolific authorship, aligning well with the low-risk national context (Z-score of -0.319). This demonstrates a low-profile consistency, where the absence of risk signals at the institution is in harmony with the national standard. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and point to risks like coercive authorship or a focus on quantity over quality. The university’s very low score in this area is a positive indicator of a balanced and healthy research environment that prioritizes the integrity of the scientific record.

Rate of Output in Institutional Journals

With a Z-score of -0.268, the institution shows a very low risk in this area, marking a clear case of preventive isolation from the medium-risk trend observed nationally (Z-score of 1.373). The university does not replicate the risk dynamics prevalent in its environment. Excessive dependence on in-house journals can raise conflicts of interest and lead to academic endogamy by bypassing independent external peer review. By avoiding this practice, the university demonstrates a commitment to global standards and external validation, enhancing the credibility and visibility of its research output and steering clear of channels that could be used to inflate publication counts without competitive scrutiny.

Rate of Redundant Output

The institution's Z-score of 1.611 is in the medium-risk category and is notably higher than the national average of 1.097. This indicates a high exposure to this risk, suggesting the university is more prone than its environment to practices that fragment research. A high value in this indicator alerts to 'salami slicing,' where a coherent study is divided into minimal publishable units to artificially inflate productivity. This practice not only distorts the scientific evidence base but also overburdens the peer-review system. The university's higher-than-average score suggests a need to reinforce policies that prioritize the publication of significant, complete studies over sheer volume.

This report was automatically generated using Google Gemini to provide a brief analysis of the university scores.
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