2022
DOI: 10.1108/k-08-2021-0672
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Performance mapping in two-step cluster analysis through ESEG disclosures and EPS

Abstract: PurposeThe purpose of this work is twofold. First, looks to identify the main homogenous groups of companies after environmental, social, economic and governance (ESEG) disclosures, non-financial statement and earnings per share (EPS), and second investigates the connection between variables.Design/methodology/approachUsing financial and non-financial information from annual reports of private listed companies, the authors performed two-step cluster analysis (TSCA) in the first stage of the research, followed … Show more

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Cited by 11 publications
(7 citation statements)
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“…In order to handle both continuous and categorical variables, this study used two-step cluster analysis (TSCA) (Rundle-Thiele et al 2015). TSCA is widely used to find patterns in a set of input variables by clustering records so that those in one group are more likely to be similar to one another than those in other groups (Popa et al 2022). The two processes are pre-clustering and clustering, in that order.…”
Section: Applied Multivariate Cluster Analysis Methodsmentioning
confidence: 99%
“…In order to handle both continuous and categorical variables, this study used two-step cluster analysis (TSCA) (Rundle-Thiele et al 2015). TSCA is widely used to find patterns in a set of input variables by clustering records so that those in one group are more likely to be similar to one another than those in other groups (Popa et al 2022). The two processes are pre-clustering and clustering, in that order.…”
Section: Applied Multivariate Cluster Analysis Methodsmentioning
confidence: 99%
“…Tobin's Q, on the other hand, is determined as the ratio of the sum of the market value of equity and total book value of liabilities to total book value of assets (Albertini, 2013). Popa et al (2022) and Zhou et al (2022) established the continuous relationship between FP and environmental, social, and governance as sustainability indicators disclosure index components, albeit with low statistical significance. Accounting for innovation implementation helps managers to identify products with elevated social and environmental costs, which in turn facilitates the evaluation of business FP (Al‐Okaily, 2021, 2022, 2023; Abd Rahman et al, 2020; Al‐Okaily &, 2022; Nnamani et al, 2017).…”
Section: Theoretical Framework and Hypotheses Developmentmentioning
confidence: 99%
“…However, in this difficult and uncertain situation, some researchers tried to continue the study of Industry 4.0 and clusters jointly. Research was carried out theoretically (Batz et al, 2018;G€ otz, 2019a;Herrmann et al, 2021;Popa et al, 2022) as well as on cases of specific successful clusters (G€ otz, 2019b; Grashof et al, 2021;Gudelite, 2021;Jankowska et al, 2021).…”
Section: What Characteristics Will Enable the Cluster To Overcome The...mentioning
confidence: 99%
“…Research was carried out theoretically (Batz et al. , 2018; Götz, 2019a; Herrmann et al., 2021; Popa et al. , 2022) as well as on cases of specific successful clusters (Götz, 2019b; Grashof et al.…”
Section: Clusters and Industry 40 – A Systemic Viewmentioning
confidence: 99%