| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.350 | -0.615 |
|
Retracted Output
|
-0.249 | 0.777 |
|
Institutional Self-Citation
|
-0.868 | -0.262 |
|
Discontinued Journals Output
|
-0.250 | 0.094 |
|
Hyperauthored Output
|
-0.703 | -0.952 |
|
Leadership Impact Gap
|
2.002 | 0.445 |
|
Hyperprolific Authors
|
-1.024 | -0.247 |
|
Institutional Journal Output
|
4.698 | 1.432 |
|
Redundant Output
|
-0.712 | -0.390 |
The University of Social Welfare and Rehabilitation Sciences (USWR) presents a solid overall integrity profile (Score: 0.264), characterized by significant strengths in core research practices but also marked by specific, addressable vulnerabilities. The institution demonstrates an exemplary commitment to scientific integrity in areas such as Institutional Self-Citation, Hyperprolific Authorship, and Redundant Output, where it performs significantly better than the national average, indicating a culture that prioritizes quality and external validation. However, this positive foundation is contrasted by medium-risk indicators in the Rate of Multiple Affiliations, a notable dependency on external partners for research impact, and a particularly high reliance on its own institutional journals for publication. These challenges directly intersect with the university's mission to provide the "highest quality" of research and serve as a "focal point at the national and regional level." The institution's strong national rankings in Psychology (Top 13) and Arts and Humanities (Top 13), as per SCImago Institutions Rankings data, confirm its thematic alignment and potential for leadership. To fully realize this mission, it is recommended that USWR leverage its foundational integrity strengths to develop strategies that build internal research leadership and diversify its publication channels, thereby ensuring its reputation for excellence is built on sustainable, independent, and globally recognized scholarship.
The institution's Z-score of 0.350 for multiple affiliations indicates a moderate deviation from the national standard (Z-score -0.615), suggesting a greater sensitivity to this risk factor than its peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, a disproportionately high rate can signal strategic attempts to inflate institutional credit. This divergence from the national trend warrants a closer review to ensure that these affiliations represent substantive collaborations rather than "affiliation shopping," which could dilute the institution's distinct academic identity.
With a Z-score of -0.249, the University demonstrates notable institutional resilience, particularly when compared to the national context where retracted output is a more significant issue (Z-score 0.777). This favorable result suggests that the institution's internal quality control mechanisms and supervisory processes are effectively mitigating the systemic risks observed elsewhere in the country. A low retraction rate is a strong indicator of a responsible integrity culture, where potential errors are addressed prior to publication, safeguarding the quality and reliability of the scientific record.
The institution exhibits excellent low-profile consistency with a Z-score of -0.868, well below the country's average of -0.262. This absence of risk signals is a positive sign of healthy integration within the global scientific community. A certain level of self-citation is natural, but this very low rate confirms that the university is avoiding scientific isolation or 'echo chambers.' It indicates that the institution's academic influence is validated by broad external scrutiny and recognition, rather than being inflated by internal dynamics.
The University shows strong institutional resilience in its selection of publication venues, with a Z-score of -0.250 in a national context where publishing in discontinued journals presents a medium risk (Z-score 0.094). This performance indicates that the institution's researchers exercise effective due diligence, successfully filtering out channels that do not meet international ethical or quality standards. This proactive approach protects the university from severe reputational risks and prevents the misallocation of resources to 'predatory' or low-impact practices.
The institution's Z-score of -0.703 is low, yet it is slightly higher than the national average of -0.952, signaling an incipient vulnerability. While the rate of hyper-authored output is not a concern, this subtle difference suggests that the institution's practices, while generally sound, warrant monitoring before they escalate. It is crucial to ensure that all author lists, particularly in collaborative projects, accurately reflect substantial contributions and do not drift toward honorary authorship, which can dilute individual accountability and transparency.
A significant alert is noted in the gap between the institution's overall impact and the impact of its researcher-led output, with a Z-score of 2.002 that is substantially higher than the national average of 0.445. This high exposure suggests that the institution's scientific prestige is heavily dependent on collaborations where it does not exercise intellectual leadership, creating a sustainability risk. This finding invites a critical reflection on whether the university's excellence metrics are the result of genuine internal capacity or strategic positioning in external projects, highlighting a need to foster and promote homegrown, high-impact research.
The institution demonstrates an exemplary commitment to research quality over quantity, with a Z-score of -1.024 that indicates a near-total absence of hyperprolific authors, performing significantly better than the national average (Z-score -0.247). This low-profile consistency is a strong positive signal, suggesting a research environment that values meaningful intellectual contribution. By avoiding the risks associated with extreme publication volumes, such as coercive authorship or superficial research, the university reinforces the integrity of its scientific record.
The institution's Z-score of 4.698 for output in its own journals is a critical finding, indicating high exposure to this risk and far exceeding the national average of 1.432. This heavy reliance on in-house journals raises potential conflicts of interest, as the institution acts as both judge and party in the publication process. This practice risks creating academic endogamy, where research may bypass rigorous, independent external peer review. It can limit the global visibility and impact of the university's scholarship and may suggest the use of internal channels as 'fast tracks' to inflate publication metrics without standard competitive validation.
With a Z-score of -0.712, the institution maintains a very strong integrity profile, showing a lower rate of redundant output than the national standard (-0.390). This low-profile consistency demonstrates a commendable focus on producing substantive and coherent research. The absence of signals related to 'salami slicing'—the practice of dividing a single study into multiple minimal publications—indicates that researchers are prioritizing the generation of significant new knowledge over the artificial inflation of productivity metrics, thus protecting the integrity of the scientific literature.
