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With additional methods applied, consistent compositional differences in attributes of surface charge distribution, molecular size, and spatial arrangement were observed.
Conclusions: Although there was no difference in patients' perceptions of the physician's professionalism or competence, there were significant differences in attributes required for a desired working relationship.
Oaxaca Blinder decomposition methodology reveals that the health disparity between the STs and SCs for some key outcomes cannot be fully explained by differences in attributes between them.
Such a transformation causes differences in attributes to have a stronger or weaker impact on utility, respectively.
The second term in square brackets represents the 'Attributes' effect: it is the difference in average outcomes between two groups resulting from inter-group differences in attributes, when these attributes are evaluated using a common coefficient vector.
In this study, we found some differences in attributes affecting outcomes measures (eg, approval and affective ratings), but only minor differences in overall level of support between medication error and hand hygiene frames.
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However, significant differences in attribute preferences were observed between the methods in the choice-based conjoint analysis task.
No practical differences in attribute preferences were observed between data collection methods when attribute preferences were measured using a direct importance-rating question.
Differences in attribute perception will appear as preference heterogeneity in the MMNL and LCMNL models we estimated.
We cannot therefore make any statements about the precise impacts of differences in attribute perception on choices.
The attribute-levels were chosen to represent a natural categorical ordering of risk or severity; but the strength of respondents' preferences could be influenced by differences in attribute perception.
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