Exploratory factor analysis in transportation research: Current practices and recommendations
RD Ledesma, PJ Ferrando, MA Trógolo, FM Poó… - … research part F: traffic …, 2021 - Elsevier
Exploratory factor analysis (EFA) is a widely used statistical method in traffic and
transportation research, particularly for the development and validation of measurement
instruments. This article critically examines current practices in conducting and reporting
EFA in published transportation studies. One hundred and eighty papers published between
2016 and 2018 were examined, of which eighty-two were included in the present study after
applying eligibility criteria. The review suggests that the quality of EFA reported in the field is …
transportation research, particularly for the development and validation of measurement
instruments. This article critically examines current practices in conducting and reporting
EFA in published transportation studies. One hundred and eighty papers published between
2016 and 2018 were examined, of which eighty-two were included in the present study after
applying eligibility criteria. The review suggests that the quality of EFA reported in the field is …
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