Kristianstad University

Region/Country

Western Europe
Sweden
Universities and research institutions

Overall

-0.166

Integrity Risk

low

Indicators relating to the period 2020-2024

Indicator University Z-score Average country Z-score
Multi-affiliation
2.991 1.550
Retracted Output
-0.277 -0.138
Institutional Self-Citation
0.026 -0.328
Discontinued Journals Output
-0.377 -0.472
Hyperauthored Output
-0.904 0.597
Leadership Impact Gap
-1.251 0.020
Hyperprolific Authors
-1.413 -0.350
Institutional Journal Output
-0.268 -0.262
Redundant Output
-0.639 -0.362
0 represents the global average
AI-generated summary report

EXECUTIVE SUMMARY AND STRATEGIC VISION

Kristianstad University demonstrates a robust and predominantly healthy research integrity profile, reflected in an overall score of -0.166. The institution's primary strengths lie in its exceptional governance over publication practices, showing very low risk in areas such as output in discontinued journals, hyperprolific authorship, reliance on institutional journals, and redundant publications. Furthermore, the university exhibits a commendable capacity for generating impact through its own intellectual leadership. However, this strong foundation is contrasted by two significant vulnerabilities: a significant risk level in the Rate of Multiple Affiliations and a medium risk in Institutional Self-Citation, which require strategic attention. According to SCImago Institutions Rankings data, the institution's research capacity is particularly notable in fields where it holds strong national positions, including Dentistry, Agricultural and Biological Sciences, and Psychology. While the university's specific mission statement was not available for this analysis, the identified risks could challenge core academic values. Any mission centered on excellence, transparency, and social responsibility is inherently undermined when practices suggest a focus on metric inflation over genuine scientific contribution. Overall, Kristianstad University presents a profile of considerable strength, and by proactively addressing the identified vulnerabilities, it can further solidify its reputation for high-quality, responsible research and fully align its operational practices with its strategic academic goals.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

With an institutional Z-score of 2.991 against a national average of 1.550, Kristianstad University shows a significant risk level that notably amplifies a vulnerability already present in the Swedish system. This suggests that the university's affiliation patterns are far more pronounced than those of its national peers. While multiple affiliations can be a legitimate result of researcher mobility or partnerships, this disproportionately high rate signals a critical need to investigate the underlying causes. The data points towards a potential strategic attempt to inflate institutional credit or engage in “affiliation shopping,” a practice that could compromise the transparency and fairness of academic evaluation. An urgent review is recommended to ensure all affiliations are substantive and reflect genuine collaborative contributions.

Rate of Retracted Output

The university maintains a Z-score of -0.277, which is below the national average of -0.138, positioning it with a prudent profile in a low-risk environment. This indicates that the institution's processes for ensuring research quality are more rigorous than the national standard. Retractions are complex events, but a rate lower than the country average suggests that the university's quality control mechanisms prior to publication are functioning effectively. This performance points to a healthy integrity culture and responsible supervision, successfully minimizing the incidence of both unintentional errors and potential malpractice, rather than indicating any systemic failure.

Rate of Institutional Self-Citation

Kristianstad University exhibits a Z-score of 0.026, a moderate deviation from Sweden's national average of -0.328. This discrepancy indicates that the institution is more sensitive to this particular risk factor than its peers, moving from a low-risk national context to a medium-risk institutional reality. A certain level of self-citation is natural, but this elevated rate could signal the formation of scientific 'echo chambers' where work is validated internally without sufficient external scrutiny. This pattern warns of a potential for endogamous impact inflation, suggesting that the institution's academic influence might be oversized by internal dynamics rather than by broader recognition from the global research community.

Rate of Output in Discontinued Journals

The institution's Z-score of -0.377 is statistically similar to the national average of -0.472, with both falling into the very low-risk category. This indicates a minimal, almost negligible signal of risk in an otherwise inert environment. This performance demonstrates that the university exercises strong due diligence in selecting dissemination channels for its research. The near-total absence of publications in journals that fail to meet international ethical or quality standards confirms that the institution is effectively avoiding reputational damage and the waste of resources associated with 'predatory' or low-quality practices.

Rate of Hyper-Authored Output

With a Z-score of -0.904, the university demonstrates institutional resilience by maintaining a low-risk profile in contrast to the medium-risk national environment (Z-score of 0.597). This suggests that internal control mechanisms are effectively mitigating a systemic risk prevalent elsewhere in the country. This strong performance indicates that the institution successfully distinguishes between necessary massive collaboration, typical in 'Big Science,' and problematic practices like author list inflation. By doing so, the university upholds the principles of individual accountability and transparency in authorship, avoiding the dilution of responsibility.

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

The university's Z-score of -1.251 represents a state of preventive isolation, as it completely avoids the medium-risk trend observed at the national level (Z-score of 0.020). This exceptionally low score is a significant strength, indicating that the institution's scientific prestige is structural and sustainable, not dependent on external partners. It confirms that the university's high-impact research is a result of its own internal capacity and intellectual leadership, rather than a reflection of strategic positioning in collaborations where it does not lead. This demonstrates a robust and self-sufficient research ecosystem.

Rate of Hyperprolific Authors

The institution's Z-score of -1.413 is well within the very low-risk category, showing low-profile consistency with the low-risk national standard of -0.350. The complete absence of risk signals in this area is a positive indicator of a healthy research environment. This suggests that the university fosters a culture that prioritizes a balance between quantity and quality, effectively avoiding the risks associated with extreme publication volumes, such as coercive authorship or the assignment of credit without real participation. This focus on meaningful intellectual contribution reinforces the integrity of the institution's scientific record.

Rate of Output in Institutional Journals

With a Z-score of -0.268, the university's performance is in perfect synchrony with the national average of -0.262, reflecting a shared environment of maximum scientific security. This alignment demonstrates that the institution, like its national peers, does not rely on in-house journals for disseminating its core research. By avoiding this practice, the university effectively mitigates potential conflicts of interest and ensures its scientific production undergoes independent external peer review. This commitment to external validation is crucial for maintaining global visibility and credibility, preventing the risk of academic endogamy.

Rate of Redundant Output

The university's Z-score of -0.639 places it in the very low-risk category, demonstrating low-profile consistency with the low-risk national environment (Z-score of -0.362). This absence of risk signals indicates that the institution's research output is characterized by substance and coherence. It suggests that researchers are focused on producing significant new knowledge rather than artificially inflating productivity by fragmenting studies into 'minimal publishable units.' This practice upholds the integrity of the scientific evidence base and respects the resources of the peer-review system.

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