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Future research requires comprehensive theoretical models, such as systemic, transactional, or ecodevelopmental, along with sophisticated research designs, prospective, longitudinal or intervention, and multilevel analytic methods.
To address these gaps, this study examines the behavioral and psychological effects of sales management practices by applying a multilevel analytic approach to data gathered from two different data sources, sales managers and salespeople, respectively.
A multilevel analytic approach provides an opportunity to evaluate the school differences due to compositional effects (i.e. more students with risk factors for asthma cluster within certain schools) versus contextual effects (i.e. the school has an effect on asthma outcomes above and beyond that expected due to the asthma risk profile of the student body) [31].
In view of the nested nature of the data, we used multilevel analytic methods and assessed state-level random effects.
A multilevel analytic approach will be used if non-independence of observations is an issue in the data and will be determined by calculating the Intra Class Correlations (ICC).
A multilevel analytic frame was used to examine the association between district-level perceived safety and residents' self-rated health using a representative sample of metropolis, Seoul, South Korea.
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Multilevel factor analytic techniques [ 45] will be used to confirm the structure of the subscales from the PES-NWI to be used as indicators of nurse practice environments.
In LMICs, neonatal mortality is yet to be adequately examined by multilevel analysis, an analytic method that has the capability of assessing both fixed and random effects in a single model.
Our examination of contextual factors related to body satisfaction in children using multilevel data and analytic methods is novel.
Current reliability evaluation methods, such as the analytic method, multilevel synthesis method and numerical simulation method, are all based on static logic.
We adopted multilevel longitudinal methodology and analytics to support several novel contributions.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com