| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.519 | 0.084 |
|
Retracted Output
|
-0.043 | -0.212 |
|
Institutional Self-Citation
|
0.001 | -0.061 |
|
Discontinued Journals Output
|
-0.545 | -0.455 |
|
Hyperauthored Output
|
-1.170 | 0.994 |
|
Leadership Impact Gap
|
-4.130 | 0.275 |
|
Hyperprolific Authors
|
-0.101 | 0.454 |
|
Institutional Journal Output
|
-0.268 | -0.263 |
|
Redundant Output
|
-0.336 | 0.514 |
The Hochschule fur Wirtschaft und Recht Berlin demonstrates a robust scientific integrity profile, reflected in a favorable overall risk score of -0.493. The institution's primary strengths lie in its remarkable scientific autonomy, with a near-zero dependency on external collaborations for impact, and its exemplary management of publication channels, authorship practices, and productivity metrics. These strengths are particularly significant as they contrast with more pronounced risk trends at the national level. This solid foundation of integrity directly supports the institution's world-class standing in key thematic areas, including its top national ranking in Business, Management and Accounting, as documented by the SCImago Institutions Rankings. The only area requiring strategic attention is a moderate tendency towards institutional self-citation, which could, if unmonitored, subtly undermine the principles of external validation inherent in its mission of "social responsibility." By addressing this single vulnerability, HWR Berlin can fully align its outstanding research performance with its commitment to humanist ideals, ensuring its academic excellence is both impactful and unimpeachable.
With a Z-score of -0.519, the institution displays a low rate of multiple affiliations, contrasting sharply with the medium-risk national average of 0.084. This suggests the presence of effective institutional resilience, where internal control mechanisms successfully mitigate the systemic risks observed in the broader environment. While multiple affiliations can be a legitimate outcome of academic mobility or partnerships, the institution's controlled rate indicates a clear avoidance of strategic "affiliation shopping" to inflate credit, thereby reinforcing its distinct and independent academic identity.
The institution's rate of retracted output is low, with a Z-score of -0.043, yet it is slightly higher than the national average of -0.212. This subtle difference points to an incipient vulnerability that warrants observation. Retractions are complex events, and a low rate is generally positive. However, a value that begins to exceed the national baseline, even while remaining in a low-risk category, suggests that pre-publication quality control mechanisms should be reviewed to preemptively address any potential systemic weaknesses before they escalate.
The institution exhibits a moderate rate of self-citation (Z-score: 0.001), a notable deviation from the low-risk profile seen nationally (-0.061). This indicates a greater sensitivity to this particular risk factor compared to its peers. A certain level of self-citation is natural to reflect the continuity of research lines; however, this elevated rate could signal the formation of scientific 'echo chambers' where work is validated internally without sufficient external scrutiny. This trend warns of a potential for endogamous impact inflation, and a review of citation practices is recommended to ensure the institution's academic influence is fully recognized by the global community.
The institution demonstrates an exceptionally low rate of publication in discontinued journals, with a Z-score of -0.545 that is even more favorable than the already very low national average of -0.455. This represents a state of total operational silence regarding this risk, confirming a highly effective due diligence process for selecting dissemination channels. This performance indicates that the institution's researchers are successfully avoiding predatory or low-quality media, thereby protecting its reputation and ensuring resources are not wasted on unethical practices.
With a very low Z-score of -1.170, the institution effectively isolates itself from the medium-risk national trend in hyper-authored output (0.994). This preventive isolation shows that the institution does not replicate the risk dynamics prevalent in its environment. Outside of "Big Science" contexts, high rates can indicate author list inflation. By maintaining this low rate, the institution upholds a culture of transparency and individual accountability, clearly distinguishing its legitimate collaborations from potential "honorary" authorship practices.
The institution presents an outstandingly low gap between its overall impact and the impact of its self-led research, with a Z-score of -4.130 that signifies a profound disconnection from the medium-risk national average (0.275). This signals exceptional scientific autonomy and structural strength. A wide gap can suggest that prestige is dependent on external partners rather than internal capacity. HWR Berlin's result, however, confirms that its excellence metrics are a direct result of its own intellectual leadership, ensuring a sustainable and sovereign academic reputation.
The institution maintains a low rate of hyperprolific authors (Z-score: -0.101), demonstrating strong resilience against the medium-risk trend seen across the country (0.454). This suggests that institutional policies effectively promote a healthy balance between productivity and quality. While high output can signify leadership, extreme volumes can challenge the limits of meaningful contribution. By mitigating this risk, the institution avoids potential issues like coercive authorship or credit without participation, thus upholding the integrity of its scientific record.
The institution's rate of publication in its own journals is very low (Z-score: -0.268), showing a near-perfect integrity synchrony with the national standard (-0.263). This alignment with an environment of maximum scientific security underscores a strong commitment to external validation. By avoiding over-reliance on in-house journals, the institution sidesteps potential conflicts of interest and academic endogamy, ensuring its scientific production undergoes independent external peer review and competes for global visibility.
With a low Z-score of -0.336 for redundant output, the institution shows clear resilience against the medium-risk national trend (0.514). This indicates that its research culture prioritizes the generation of significant new knowledge over the artificial inflation of publication metrics. The institution's performance suggests it effectively discourages "salami slicing"—the practice of fragmenting a single study into minimal publishable units—thereby contributing more robust and coherent findings to the scientific record and respecting the peer-review system.