As already mentioned above, this paper has a twofold objective. First, it focuses on the quality and quantity of corporate environmental (CEN) information disclosure as an essential component of annual or CSR reports. Secondly, it evaluates other factors that impact firms' current environmental reporting. To do so, an integrated methodological framework was designed based on model 1, consisting of content analysis and model 2 for statistical analysis. The proposed framework consists of two stages, evaluation, and analysis, which have been analyzed in the following sections.
Model 1
Environmental disclosure Model
[INSERT FIGURE 1 HERE]
Model 2
Statistical Analysis Model
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Evaluation Stage
This stage is dedicated to the estimation of corporate environmental (CEN) disclosure within manufacturing firms. It involves a meticulous evaluation of both the quality and quantity of CEN information made available, serving as a means to gauge the level of accountability and transparency exhibited. To execute this stage effectively, several essential components are required, including a sample of annual or Corporate Social Responsibility (CSR) reports, CEN indicators based on the Global Reporting Initiative (GRI) framework, and a sophisticated scoring system. Corporate annual or CSR reports represent a primary source of invaluable corporate environmental disclosure data, while the scoring system functions as a critical tool, translating qualitative information into quantitative metrics for the purpose of quantifying a firm's corporate environmental performance.
Population and Sample Selection
To accomplish the objectives of this research, a purposive sampling technique was used to gather annual or sustainability from Pakistan Stock Exchange. This study considers a total of 210 firms listed on the Pakistan Stock Exchange (PSX), comprising pharmaceuticals, cement, power generation, Sugar and Allied Mills, Oil & Gas Exploration, Oil & Gas Marketing, Chemicals, Fertilizer, Engineering, Automobile Assembler, Cable & Electrical goods, Leather, Glass & Ceramics, Tobacco, Paper & Board, Food and Personal Care, Textile Composite, Textile Spinning and Woolen.
Corporate environmental indicators
Numerous methods exist to assess the disclosure level of CEND information, but firms still need help with many challenges. There is no generally accepted CEN accounting system to assess corporate performance on EN issues. Furthermore, financial accounting furnishes information on the costs of environmental practices of firms, but nonfinancial information is also required to evaluate companies' environmental conditions and reporting trends. To get better off, this paper produces information according to the GRI guidelines. The proposed methodology used only GRI-based indicators to examine the CEN disclosure information because most of the company's sustainability reporting used GRI standards to disclose environmental issues. For this purpose, thirty indicators were selected to pick up the data. These indicators have been taken from the GRI’s G4 reporting guidelines (GRI, 2013) and focused on extracting data according to these CEN indicators. Table 1 describes the CEN indicators used in this methodology and shows their connectivity with GRI indicators. Thirty environmental disclosure indicators are broken down into twelve subcategories: materials, energy, water, biodiversity, emissions, effluents, and waste, products and services, compliance, overall supplier environmental assessment, and environmental grievance mechanisms.
[INSERT TABLE 1 HERE]
Environmental Disclosure Scoring Index
This section discusses the methodologies suggested to assess nonfinancial information, such as those provided by annual or CSR reports. Overall these methodologies can be classified into two general groups: (a) content analysis and (b) benchmarking-scoring technique (Al-Tuwaijri et al., 2004; Nikolaou & Tsalis, 2013).
A manual content analysis technique was used to access the quality and quantity of environmental disclosure information (Costa & Agostini, 2016). The content analysis technique is used widely when information is available in text, explanations, tables, and pictures (Bell et al., 2022). Although this method is based on an in-depth analysis of the text, it is time-consuming and labor extensive (EC, 2017). The second part of the methodologies utilized to evaluate the annual reports or CSR reports is a benchmarking-scoring framework. A disclosure index based on the GRI Sustainability Reporting Guidelines (GRI) published in 2002 was developed and used as a benchmark for this research. The major benefit of the benchmarking-scoring technique is to measure "what type of information" provided by the companies in annual or CSR reports (Wiseman, 1982) and assign a score to the provided qualitative information according to the disclosure level.
The framework of this study is based on the benchmarking-scoring technique, which is used to assess the quality of environmental information published in corporate annual reports or sustainability or social reports. The six-point scale used to award the score for the sustainability reporting index in this paper was adapted from (Janggu et al., 2014). The six-point scale awarded 0 = No disclosure, 1 = Items (GRI sub-indicators) has general disclosure (one to two lines disclosure), 2 = Brief description (in three to five sentences), 3 = detailed disclosure (more than five sentences), 4 = Brief description with the amount spent on an item, 5 = Detailed explanation of item with proper costing. For checking the level of disclosure, this study used GRI based 30 environmental dimensions and applied benchmarking-scoring for this assessment(GRI, 2013).
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In the next step, the Total Accountability Index (TAI) was calculated as the sum of the scores of each CEN indicator (Eq.1)
The average TAI score is the sum of AI scores
TAI\(={\sum }_{i=1}^{30}{AI}_{i}\)
Variables and their Measurement
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Stage 2 environmental statistical model
The following model is constructed to investigate the effects of corporate sustainability reporting on firm performance as follows:
CEND it =β + β1 ENAW it + β2SEN it + β3 ISO14001 + β4 SDGs it + β5 ROA it+ β6 ROE it+ β7Firm size it + β8 Firm age it + μ1 it