Table 1 Overview of analytical methods and their application levels.

From: Multidimensional assessment of sustainability and competitiveness in the ceramic tile and natural stone industries: a cross-country comparative study

Method

Level of analysis

Purpose

Data source

LCC

Product

Long-term cost analysis

Consumer perspective, ISO 15,686

SWOT / Porter

Industry (Global)

Structural competitiveness

Deloitte, World Bank

PCA / K-Means

Country

Environmental-economic clustering

UNEP, IEA, Eurostat

SHAP

Variable-level

Feature importance

AI explainability