| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.151 | -0.514 |
|
Retracted Output
|
0.023 | -0.126 |
|
Institutional Self-Citation
|
-0.457 | -0.566 |
|
Discontinued Journals Output
|
-0.381 | -0.415 |
|
Hyperauthored Output
|
-0.421 | 0.594 |
|
Leadership Impact Gap
|
-1.269 | 0.284 |
|
Hyperprolific Authors
|
-0.253 | -0.275 |
|
Institutional Journal Output
|
-0.268 | -0.220 |
|
Redundant Output
|
-0.073 | 0.027 |
Georgia State University demonstrates a robust scientific integrity profile, with an overall risk score of -0.248 that indicates a performance superior to the global average. The institution's primary strengths lie in its remarkable scientific autonomy, reflected in a very low gap between its overall impact and the impact of research it leads, and its resilience in resisting national trends toward hyper-authorship and redundant publication. Furthermore, the university exhibits exemplary due diligence in its selection of publication venues. The only notable vulnerability is a moderate rate of retracted output, which deviates from the national standard and warrants a review of pre-publication quality controls. According to SCImago Institutions Rankings data, this strong integrity framework supports areas of significant academic strength, particularly in Business, Management and Accounting; Psychology; Pharmacology, Toxicology and Pharmaceutics; and Economics, Econometrics and Finance. This overall low-risk environment aligns directly with the university's mission to "advance the frontiers of knowledge," as sound and ethical research practices are fundamental to this goal. Addressing the isolated alert concerning retractions will further solidify the institution's commitment to excellence and its role as a responsible leader in solving the complex issues of our day.
The institution presents a Z-score of -0.151, a low value that is nonetheless slightly higher than the national average of -0.514. This subtle difference suggests an incipient vulnerability that warrants monitoring. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this minor elevation compared to the national context indicates a need to ensure that all affiliations are substantive and not strategic attempts to inflate institutional credit or engage in “affiliation shopping.” A proactive review can help maintain the transparency and integrity of collaborative attributions.
With a Z-score of 0.023, the institution shows a moderate risk level for retracted publications, a notable deviation from the low-risk national average of -0.126. This suggests a greater institutional sensitivity to factors leading to retractions compared to its national peers. Retractions are complex events, and some result from the honest correction of errors. However, a rate significantly higher than the national standard alerts to a potential vulnerability in the institution's integrity culture, suggesting that quality control mechanisms prior to publication may be failing systemically and that recurring malpractice or a lack of methodological rigor may require immediate qualitative verification by management.
The institution's Z-score for self-citation is -0.457, a low value that is slightly less favorable than the national average of -0.566. This score points to an incipient vulnerability. A certain level of self-citation is natural and reflects the continuity of established research lines. However, this minor elevation warrants a review to ensure the institution is not fostering 'echo chambers' where its work is validated without sufficient external scrutiny. Maintaining this indicator at a low level is key to demonstrating that the institution's academic influence is driven by global community recognition rather than being oversized by internal dynamics.
The institution's Z-score of -0.381 is in almost perfect alignment with the national average of -0.415, reflecting a shared environment of maximum scientific security in this area. This integrity synchrony demonstrates a robust and effective due diligence process for selecting dissemination channels. By consistently avoiding journals that do not meet international ethical or quality standards, the university effectively mitigates severe reputational risks and ensures its resources are not wasted on 'predatory' or low-quality publishing practices.
Georgia State University shows a low-risk Z-score of -0.421, which contrasts sharply with the medium-risk national average of 0.594. This performance highlights a significant institutional resilience, where internal controls or cultural norms appear to successfully mitigate the systemic risks of authorship inflation observed across the country. This indicates a healthy ability to distinguish between necessary massive collaboration in "Big Science" contexts and questionable "honorary" or political authorship practices, thereby upholding individual accountability and transparency in its research output.
The institution exhibits an exceptionally strong Z-score of -1.269, indicating a very low risk and a high degree of scientific autonomy. This result represents a preventive isolation from the national trend, where a medium-risk dependency (Z-score: 0.284) is more common. A negative gap signals that the impact of research led by the institution is even higher than its overall collaborative impact, demonstrating that its scientific prestige is structural and derived from genuine internal capacity, not from a strategic positioning in collaborations where it does not exercise intellectual leadership.
With a Z-score of -0.253, the institution's rate of hyperprolific authors is low and in close alignment with the national average of -0.275. This reflects a state of statistical normality, where authorship patterns are consistent with the expected standards for its context and size. The absence of extreme individual publication volumes suggests a healthy balance between quantity and quality, effectively avoiding risks such as coercive authorship or the assignment of authorship without real participation—dynamics that prioritize metrics over the integrity of the scientific record.
The institution's Z-score of -0.268 indicates a very low rate of publication in its own journals, performing even better than the strong national average of -0.220. This total operational silence in this risk area signals an exemplary commitment to independent, external peer review. By avoiding potential conflicts of interest where the institution acts as both judge and party, the university prevents academic endogamy and ensures its scientific production is validated through standard competitive channels, thereby maximizing its global visibility and credibility.
The institution maintains a low-risk Z-score of -0.073 for redundant output, demonstrating effective resistance to the medium-risk trend prevalent at the national level (Z-score: 0.027). This institutional resilience suggests a research culture that prioritizes the generation of significant new knowledge over the artificial inflation of productivity metrics. By avoiding the practice of dividing coherent studies into minimal publishable units, or 'salami slicing,' the university upholds the integrity of the scientific evidence and contributes more meaningfully to cumulative knowledge.