University of Haifa

Region/Country

Middle East
Israel
Universities and research institutions

Overall

-0.307

Integrity Risk

very low

Indicators relating to the period 2020-2024

Indicator University Z-score Average country Z-score
Multi-affiliation
0.276 -0.220
Retracted Output
-0.306 -0.311
Institutional Self-Citation
0.096 -0.125
Discontinued Journals Output
-0.510 -0.469
Hyperauthored Output
-0.512 0.010
Leadership Impact Gap
0.498 0.186
Hyperprolific Authors
-1.272 -0.715
Institutional Journal Output
-0.268 -0.268
Redundant Output
0.175 0.719
0 represents the global average
AI-generated summary report

EXECUTIVE SUMMARY AND STRATEGIC VISION

The University of Haifa demonstrates a robust and commendable scientific integrity profile, reflected in an overall risk score of -0.307. This positions the institution as a low-risk entity, with notable strengths in preventing publication in discontinued journals, avoiding hyperprolific authorship, and maintaining independence from institutional journals. These areas of excellence are complemented by effective management of hyper-authorship and redundant publications, where the University performs significantly better than the national average. However, a few areas warrant strategic attention: a moderate deviation in the rates of multiple affiliations and institutional self-citation, and a more pronounced gap between its overall research impact and the impact of its internally-led output. These signals, while not critical, suggest a potential for insularity and dependency that could subtly undermine the institution's mission to "foster academic excellence in an atmosphere of tolerance and multiculturalism." This mission is strongly supported by the University's outstanding national rankings in key thematic areas such as Psychology (2nd in Israel), Arts and Humanities (3rd), and Social Sciences (3rd), according to SCImago Institutions Rankings data. To fully align its operational integrity with its stated values, the University is encouraged to leverage this report to refine its policies, ensuring that its collaborative and citation practices enhance its global standing and reflect the true strength of its internal academic capacity.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The University of Haifa presents a Z-score of 0.276, which contrasts with the national average of -0.220. This moderate deviation indicates that the institution shows a greater sensitivity to this risk factor than its national peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the higher rate at the University warrants a review of affiliation patterns. It is important to ensure that these practices reflect genuine, substantive collaborations rather than strategic attempts to inflate institutional credit, thereby maintaining transparency and the integrity of its academic contributions.

Rate of Retracted Output

With a Z-score of -0.306, the institution's performance is in close alignment with the national average of -0.311. This reflects a state of statistical normality, where the risk level is as expected for its context. The minimal rate of retractions suggests that the University's quality control mechanisms prior to publication are functioning effectively. There are no systemic signals to suggest recurring malpractice or a lack of methodological rigor, indicating a healthy and responsible research supervision culture.

Rate of Institutional Self-Citation

The institution's Z-score of 0.096 marks a moderate deviation from the national average of -0.125, suggesting a greater tendency toward this practice compared to its peers. A certain level of self-citation is natural, reflecting the continuity of research lines. However, this elevated rate could signal a degree of scientific isolation or an "echo chamber" where work is validated without sufficient external scrutiny. This pattern warns of a potential risk of endogamous impact inflation, making it advisable to encourage broader engagement with the global scientific community to ensure the University's influence is externally validated.

Rate of Output in Discontinued Journals

The University of Haifa achieves an exemplary Z-score of -0.510, performing even better than the low-risk national average of -0.469. This signals a total operational silence in this area, with an absence of risk signals that surpasses the national standard. This outstanding performance indicates that the institution exercises exceptional due diligence in selecting dissemination channels, effectively protecting its reputation and research investment from predatory or low-quality publishing practices. It reflects a strong culture of information literacy among its researchers.

Rate of Hyper-Authored Output

With a Z-score of -0.512, the University demonstrates institutional resilience, effectively mitigating a risk that is more present in the national context (Z-score: 0.010). This low rate suggests that the institution acts as a firewall against national tendencies toward authorship inflation. It indicates that strong internal governance mechanisms are in place to distinguish between necessary massive collaboration and questionable "honorary" authorship practices, thereby preserving transparency and individual accountability in its scientific output.

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

The institution's Z-score of 0.498 reveals a high exposure to this risk, significantly exceeding the national average of 0.186. This wide positive gap suggests that the University's scientific prestige may be more dependent on external collaborations where it does not exercise intellectual leadership. This situation poses a sustainability risk, indicating that its high-impact metrics might be more exogenous than structural. It invites a strategic reflection on how to build and showcase its own internal capacity to lead high-impact research, ensuring long-term academic sovereignty.

Rate of Hyperprolific Authors

The University shows a Z-score of -1.272, indicating a complete absence of this risk signal and aligning with the low-risk national standard (Z-score: -0.715). This low-profile consistency demonstrates a healthy institutional environment where the balance between quantity and quality is maintained. The data confirms the absence of extreme individual publication volumes that could challenge the limits of meaningful intellectual contribution, thereby avoiding risks such as coercive authorship or metric-driven behaviors that compromise the integrity of the scientific record.

Rate of Output in Institutional Journals

With a Z-score of -0.268, the University's performance is in perfect alignment with the national average, which shares the same score. This integrity synchrony reflects a total alignment with an environment of maximum scientific security. The minimal reliance on in-house journals demonstrates a strong commitment to independent, external peer review and global visibility. This practice effectively avoids potential conflicts of interest and the risk of academic endogamy, ensuring its research is validated through standard competitive channels.

Rate of Redundant Output

The University of Haifa has a Z-score of 0.175, indicating a much better performance than the national average of 0.719. This demonstrates differentiated management, where the institution successfully moderates a risk that appears more common across the country. The lower rate suggests a strong research culture that discourages data fragmentation or "salami slicing" to artificially inflate productivity. This focus on substance over volume ensures that the University's contributions to the scientific record are significant and robust, preventing the distortion of available evidence.

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