Work

FAfA: Factor Analysis for All An R Package to Conduct Factor Analysis with RShiny Application

Year: 2024

Type: article

Abstract: This paper presents a presentation of FAfA (the R Shiny application), which was specifically developed for performing complete factor analysis processes. These procedures include data wrangling, assumption checks for exploratory and confirmatory factor analysis, reliability analysis, exploratory graphic analysis, and item weighting. The objective of the paper is to provide users with clear instructions on how to effectively use the FAfA package, therefore guaranteeing precise and consistent outcomes in their research. The FAfA application's primary goal is to integrate EFA and CFA into a single software. In addition, the FAfA application has the capability to do reliability analysis and item weighing.

Source: Eğitimde ve Psikolojide Ölçme ve Değerlendirme Dergisi

DOI: 10.21031/epod.1555805

Author: Abdullah Faruk Kılıç

Institution: Trakya University

Language: English

Topic: Psychometric Methodologies and Testing

Subfield: Management Science and Operations Research

Field: Decision Sciences

Domain: Social Sciences

Open Access status: diamond

OpenAlex ID: W4405896355

FWCI: 2.498

Cites:

Cited by: 8

Related to: 10