Search Results - QUANTITATIVE RESEARCH METHODS ANALYSIS

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    Research on crime motivation identification and quantitative analysis methods based on EEG signals by DongLi Ma

    Published in Frontiers in Psychology (2025-03-01)
    “…This framework addresses challenges such as ethical considerations and interpretability by employing Shapley values for feature attribution and bias mitigation techniques.ResultsExperiments with EEG datasets demonstrate the superior performance of the proposed methods in classifying crime motivations and identifying high-risk individuals compared to state-of-the-art techniques.DiscussionThese findings highlight the potential of integrating EEG analysis with advanced computational methods in crime prevention and psychological research.…”
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    Comparative analysis of mixed methods designs in the context of socio-psychological research by Olga T. Melnikova, Ekaterina M. Nesterova

    “…The study had its purpose to conduct a comparative analysis of the mixed methods designs proposed by foreign researchers in the field of social sciences, as well as to develop an optimal mixed methods design model applicable to socio-psychological research. …”
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    Embracing Fallibility in Quantitative Research: Thoughts and Remarks on Exploratory Factor Analysis and beyond by Marcelo Luiz Dias da Silva Gabriel, Joseph F. Hair Jr., Dirceu da Silva, Sérgio Silva Braga Jr.

    “…This paper examines the tension between scholars’ inherent fallibility and rigorous academic research standards, particularly concerning quantitative methods such as exploratory factor analysis (EFA) and partial least squares structural equation modeling (PLS-SEM). …”
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