Table 8 Data analysis techniques adopted...

Table 8

Data analysis techniques adopted by SFR works in the luxury domain

S.No	Analysis technique	Article count	% Relative to the total sample	Exemplar articles
1	Content/Thematic Analysis	17	33.33	Bryson et al. (2013), Chen et al. (2022), Dinçer and Alrawadieh (2017)
2	Structural Equation Modeling (SEM)	12	23.53	Bryson et al. (2021), Keaveney et al. (2007), Lacey (2012)
3	Regression	8	15.69	Amatulli et al. (2020), Morgeson III et al. (2020)
4	(Multivariate) Analysis of (co)Variance	7	13.73	Gunasekar and Sudhakar (2019), Kim and Jang (2022), Ward and Dahl (2014)
5	Data Analytics, e.g., Big Data Analysis, Social Media Analytics, and Topic Modeling	5	9.80	Wu and Zhao (2023), Ying et al. (2020)
6	Descriptive Statistics	3	5.88	Kozub et al. (2014)
7	Discriminant Analysis	1	1.96	Bolfing (1989)
8	Ridit^@ Analysis	1	1.96	Lin and Chen (2013)

S.No	Analysis technique	Article count	% Relative to the total sample	Exemplar articles
1	Content/Thematic Analysis	17	33.33	Bryson et al. (2013), Chen et al. (2022), Dinçer and Alrawadieh (2017)
2	Structural Equation Modeling (SEM)	12	23.53	Bryson et al. (2021), Keaveney et al. (2007), Lacey (2012)
3	Regression	8	15.69	Amatulli et al. (2020), Morgeson III et al. (2020)
4	(Multivariate) Analysis of (co)Variance	7	13.73	Gunasekar and Sudhakar (2019), Kim and Jang (2022), Ward and Dahl (2014)
5	Data Analytics, e.g., Big Data Analysis, Social Media Analytics, and Topic Modeling	5	9.80	Wu and Zhao (2023), Ying et al. (2020)
6	Descriptive Statistics	3	5.88	Kozub et al. (2014)
7	Discriminant Analysis	1	1.96	Bolfing (1989)
8	Ridit^@ Analysis	1	1.96	Lin and Chen (2013)

Note(s): *The total does not match the reviewed sample count, as some articles use more than one data analysis technique; @ Ridit analysis facilitates the analysis of categorical data. More information can be found in the exemplar article

Source(s): Table by author

[ViewLarge]

Sharing Unavailable