Attribution-ShareAlike 4.0 International (CC BY-SA 4.0)
Vol. 03, No. 01, January 2023
e-ISSN: 2807-8691 | p-ISSN: 2807-839X
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https://doi.org/10.46799/ijssr.v3i1.228
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The Influence of Primary Stakeholder, Secondary
Stakeholder, and Regulatory Stakeholder on Carbon
Emission Disclosure
Fina Dwi Nuriyani, R. Rosiyana Dewi*
Faculty of Economics and Business, Universitas Trisakti, Jakarta, Indonesia
Keywords
ABSTRACT
Carbon Emissions Disclosure; Internal
Primary Stakeholders; External Primary
Stakeholders; Secondary Stakeholders;
Regulatory Stakeholders
This research aims to analyze direct and indirect influences
between internal primary stakeholders, external primary
stakeholders, secondary stakeholders, and regulatory
stakeholders on carbon emissions disclosure. The population of
this research are non-financial companies listed on the Indonesia
Stock Exchange (IDX) in 2019-2021 period. The sample in this
research was 196 samples with a purposive sampling method. The
type of data in this study is secondary data, and panel data
regression analysis with the EViews 10. The results of this
research showed that investor-oriented industry, industry close to
consumers, media exposure, and government pressure have a
positive effect on carbon emission disclosure. Meanwhile
employee-oriented industries and creditor pressure have a
negative effect on carbon emission disclosure. Environmentally
sensitive industries and the audit by KAP Big 4 had no influence
on carbon emissions disclosure.
INTRODUCTION
Environmental problems are getting more serious, such as rising sea levels and thick smog, making
environmental awareness in society even more urgent. These problems are caused by climate change and the
energy crisis, which are the main factors in global environmental threats and sustainable development for living
things. Over time, climate change on earth has become a big concern, and now countries around the world are
competing to take concrete steps to reduce or stop the increase in carbon emissions. Forest fires occured in 2019,
spanning Central Kalimantan, East Kalimantan, and Riau, are an example of suspected environmental damage
caused by the business activities of several corporations (Kompas.com, 2019). Indonesia is a member of the G20
countries, which continue to commit to reducing carbon emissions by 26% in 2020 and 29% in 2030. Even though
Indonesia has made efforts to reduce carbon emissions, it is still quite behind other large economic countries that
are members of the G20. Currently, Indonesia is trying to accelerate the net zero emission project by building the
Indonesia Green Industrial Park, covering an area of 12,500 hectares in North Kalimantan. Another effort is to
rehabilitate 620,000 hectares of mangroves by 2024, which will have a carbon absorption capacity up to four times
greater than tropical forests (GoodnewsforIndonesia, 2022). Based on the results of the report (Climate Change
Performance Index (CCPI), 2022), Indonesia shows high performance in the renewable energy category, ranks
middle in the category of energy use and climate policy, and obtains low greenhouse gas (GHG) emissions. This
shows that Indonesia has an overall average performance. The Ministry of Industry (Kemenperin) continues to
implement a green industry in Indonesia by holding various activities to engage industry players and other
stakeholders, as well as academics, in collaborating together to create a domestic industry that is low in carbon
emissions and environmentally friendly. Disclosure of information about carbon accounting is an important part
of management accounting activities around the world. This reflects the company's behavior, effectiveness, and
responsibility in terms of the economy, environment, and society.
PT Nirmala Tipar Sesama was found to have committed environmental pollution by violating the use of B3
waste without a permit, storing it in an unauthorized area, and disposing of the waste without proper
authorization. (Metro.tempo.co, 2021). Similarly, in 2022, PT Kimu Sukses Abadi (KSA) in Cikarang was involved
in six environmental pollution violations, which led to its sealing (bekasikab.go.id 2022). There were two cases of
environmental pollution violations committed by PT Medco and PT Kimu. Such violations can be attributed to both
International Journal of Social Service and Research,
Fina Dwi Nuriyani, R. Rosiyana Dewi
IJSSR Page 195
internal and external factors. The driving category from within the company is the role of management and
company owners to care for and be responsible for the social and environmental aspects of the company. External
driving categories include regulations, laws, and mandatory environmental impact analysis. The government
through KLH has implemented a PROPER audit (Company Performance Improvement Assessment Program). The
issue of environmental pollution at this time proves the lack of special attention from management and its
stakeholders including the government regarding environmental views of business activities.
Based on the phenomenon above, researchers are interested in conducting research on the influence of
stakeholders on disclosing carbon emissions disclosure in Indonesia. The aim is to encourage the government to
prioritize environmental pollution issues and enact stricter policies. Additionally, this research seeks to foster
greater compliance with regulations and environmental responsibilities among industrial players. Investors,
consumers, the public, and other parties can also obtain information about the environment for their operational
activities. Stakeholders are divided into four groups, among others internal primary stakeholder, external primary
stakeholder, secondary stakeholder, and regulatory stakeholder. The four stakeholder groups include internal
primary stakeholders (investor-oriented industries & employee-oriented industries), external primary
stakeholders (industries close to consumer, environmentally sensitive industries & creditor pressure), secondary
stakeholders (media exposure & audits by KAP Big 4) and regulatory stakeholders. (government pressure) in
research (Sriningsih & Wahyuningrum, 2022). This study examines which stakeholders have an impact on
disclosure of carbon emissions, particularly within the category of internal primary stakeholders. Internal primary
stakeholders are shareholders and employees who have an important impact on information disclosure decisions.
A larger proportion of shares traded means that public shareholders have more voting rights, which creates
pressure on companies and encourages disclosure of carbon information (Tang et al., 2019). (Tang et al., 2019)
Investor pressure has a positive effect on carbon information disclosure. However, Chithambo et al., (2020)
revealed that investor pressure has no effect on voluntary disclosure of carbon emissions. Employee involvement
has a positive effect on disclosure of carbon emissions because it is more transparent and according to quality
(Shen et al., 2020). On research (Chithambo et al., 2020) revealed
that employee pressure had no effect on voluntary disclosure of carbon emissions.
External primary stakeholder, including consumers, environmentally sensitive industries, and creditors,
exert pressure on companies to disclose carbon information. According to research (Shen et al., 2020) consumer
pressure has a positive effect on disclosure of corporate carbon information. In contrast, Chithambo et al., (2020)
states that customer pressure has no effect on voluntary disclosure of carbon emissions. The type of industry that
is environmentally sensitive has a positive effect on the disclosure of carbon information (Tang et al., 2019).
However, Nastiti and Hardiningsih (2022) states that the type of industry has no effect on the disclosure of carbon
emissions. The greater the creditor pressure, the greater the disclosure of carbon information in research (Tang
et al., 2019) creditor pressure has a positive effect on disclosure of carbon information. Conversely, multiple
studies (Chithambo et al., 2020; Dandy Andriadi & Werastuti, 2020; Shen et al., 2020) states that creditor pressure
has no effect on disclosure of carbon emissions.
Secondary stakeholders are divided into two, namely media exposure and audits. Media exposure plays an
important role in informing the public about company activities including disclosure of carbon emissions. The
existence of supervision from the media and the organization will be increasingly racing to make disclosure of its
activities. Multiple research (Nastiti dan Hardiningsih, 2022; dan Cordova et al., 2020) explained that media
exposure has a positive effect on disclosure of carbon emissions. In research (Sandi et al., 2021) stated that media
exposure had no effect on carbon emissions disclosure. Companies audited by large Public Accounting Firms (KAP)
tend to make disclosures and information more extensive to their users. (Wardhani dan Kawedar, 2019; Shen et
al., 2020) found that the audit institution has a positive effect on the disclosure of corporate carbon information.
In research (He et al., 2019; Irwhantoko & Basuki, 2016) stated that KAP's reputation had no significant
involvement with the disclosure of carbon emissions.
Regulatory pressure namely pressure from the government as one of the company's stakeholders to control
the company's operational activities that have an impact on polluting the environment (Dewi et al., 2019). Studies
(Chithambo et al., 2020; Tang et al., 2019) shows that government pressure has a positive effect on disclosure of
corporate carbon emissions. While research (Dandy Andriadi & Werastuti, 2020; Sandi et al., 2021) revealed that
government pressure had no effect on disclosure of carbon emissions.
This study combines research findings from multiple research sources (Tang et al., 2019), (Chithambo et
al., 2020) (He et al., 2019) and (Nastiti & Hardiningsih. 2022). This study uses measurements of Carbon Disclosure
Information (CDI) as proposed by Shen et al., (2020) to measure the presence of carbon emissions in a company's
sustainability report and is expected to be able to disclose carbon emissions in companies in Indonesia. This
research uses non- financial companies listed on the Indonesia Stock Exchange in 2019-2021.
Hypothesis Development
1. Internal Primary Stakeholder
The influence of investor-oriented industries on disclosure of carbon emissions
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Industries that have many investors with a large shareholding spread are considered as investor-
oriented industries. Within these industries, investors find carbon information useful in their investment
decisions which can help investors find risks and opportunities in investing. Stakeholder theory gives the
position of shareholders or investors as stakeholders who are authorized to benefit from the company in
various forms of financial and non-financial information. Investor demand for disclosure of non-financial
information has increased accordingly (Tang et al., 2019). (Frynas & Yamahaki, 2016) Comprehensive company
disclosure is considered important for investors and other capital market players to make investment
decisions. Research (Shen et al., 2020; Tang et al., 2019) also revealed that investors can increase the level of
corporate carbon disclosure. Thus, comprehensive disclosure of financial and non-financial information will
increase transparency and reduce information asymmetry.
Hypothesis 1: Investor-oriented industries have a positive effect on disclosure of carbon emissions
The influence of employee-oriented industries on disclosure of carbon emissions
Today's employees are increasingly concerned about whether the company takes significant steps
toward addressing social and environmental issues or not. Therefore, a more transparent and quality
disclosure of carbon emissions must involve employees. Employee pressure influences the disclosure of carbon
emissions (Shen et al., 2020). (Guenther et al., 2016) Employees are also starting to pay attention to the
company's disclosed carbon performance. Companies with more employees are usually better organized so
they can address environmental issues by using their voice to reach higher levels of management. Stakeholder
theory explains that employees are important internal stakeholders, which can influence the company's
information disclosure behavior.
Hypothesis 2: Employee-oriented industries have a positive effect on disclosure of carbon emissions
2. Eksternal Primary Stakeholder
The influence of industry close to consumers on disclosure of carbon emissions
Consumers who are aware of the adverse effects of environmental damage, demand that their suppliers
of goods or services be transparent and accountable for the impact of their operations on the environment
(Halkos & Skouloudis, 2016). Promoting a positive corporate image can guarantee responsible behavior,
increase brand loyalty, and motivate consumers to buy products. To maintain good relations with consumers,
companies will try to disclose more relevant information about the environment and are expected to disclose
as much carbon information as possible to enhance the company's reputation and meet consumer information
needs that increase retention of old customers and attract new customers (Shen et al., 2020). Guenther et al.,
(2016) found that customers are also starting to pay attention to the company's disclosed carbon performance
for better decision-making. Legitimacy theory reveals that all companies will try to ensure that their activities
are accepted by the environment and society, including the end consumer.
Hypothesis 3: Industry close to consumer’s positive effect on the disclosure of carbon emission
The influence of environmentally sensitive industries on disclosure of carbon emissions
Companies that are part of the environmentally sensitive industry in carrying out their business
activities have a greater and greater influence in disclosing their carbon emissions. The statement was also
written by research (Tang et al., 2019) who found that companies operating in the fields of thermal power,
building materials, steel, chemicals, textiles, cement, papermaking, electrolytic aluminum, coal, metallurgy,
pharmaceuticals, petrochemicals, and brewing, have a major responsibility for environmental issues. . In
legitimacy theory, environmentally sensitive companies are more likely to face increasing pressure from
society, and companies need to disclose carbon emission reports to meet demand and gain legitimacy from
society. (He et al., 2019; Shen et al., 2020; Tang et al., 2019) has obtained evidence that environmentally
sensitive industries have a positive impact on disclosure of carbon emissions.
Hypothesis 4: Environmentally sensitive industries have a positive effect on disclosure of carbon emissions
The influence of creditor pressure on disclosure of carbon emissions
Creditors are individuals or groups of lenders who are stakeholders who can influence activities and
levels of information disclosure (Shen et al., 2020). Creditors demand that companies be transparent and
disclose more information, including environmental risk information. Results of research (Tang et al., 2019)
revealed that creditor pressure has a positive effect on disclosure of carbon emissions because companies with
creditor pressure have a beneficial effect on disclosure of carbon emissions. Stakeholder theory reveals that
creditors have power and can make legitimate demands through the loans they provide.
Hypothesis 5: Creditor pressure has a positive effect on disclosure of carbon emissions
3. Secondary Stakeholder
The influence of media exposure on disclosure of carbon emissions
International Journal of Social Service and Research,
Fina Dwi Nuriyani, R. Rosiyana Dewi
IJSSR Page 197
Expose corporate carbon information to the media caused by public demands on companies to gain
legitimacy from society. The media plays an important role in social mobilization movements, including
environmental advocacy groups (Cordova et al., 2020). Efforts to maintain good relations with stakeholders
can involve issuing a sustainability report (Hörisch et al., 2020). The publication of a sustainability report is
expected to provide useful information for achieving sustainability goals to stakeholders. Corporate
stakeholder theory strongly considers the importance of environmental disclosures that provide information
to stakeholders. The more disclosure of information in the media this can encourage companies to gain public
legitimacy and get positive responses from stakeholders.
Hypothesis 6: Media exposure has a positive effect on disclosure of carbon emissions
The influence of the Big Four KAP audits on disclosure of carbon emissions
KAP, or the Certified Public Accountant (CPA) firm, is responsible for presenting appropriate
information for users of financial statements to make decisions. Some clients assume that auditors who come
from large KAPs and are affiliated with international KAPs are more likely to provide high quality (Shen et al.,
2020). Auditors can influence client governance and take initiatives in promoting socially and environmentally
responsible accounting practices. Therefore, the more qualified an auditor is, the more information will be
obtained. (Wardhani dan Kawedar, 2019) The quality of a public accounting firm has an important role in
increasing client confidence in the opinion it provides.
Hypothesis 7: Big Four KAP audits have a positive effect on disclosure of carbon emissions
4. Regulatory Stakeholder
The influence of government pressure on disclosure of carbon emissions
The government is a stakeholder that plays a major role in regulating and influencing the business
activities of a company. Companies owned by the government are expected to be able to disclose more
environmental information because their accountability function receives budgetary funds from the
government (Dewi et al., 2019). The level of disclosure of environmental information by government-owned
companies (BUMN) is higher than non-government-owned companies (non-BUMN). This shows that BUMN
are more likely to convey to the public that they have fulfilled their social environmental responsibilities, thus
building a high-quality reputation that is positively responsive to the market (Tang et al., 2019). Stakeholder
theory that companies must comply with regulations and legitimacy attributes created by governments and
other regulatory agencies by establishing norms and guidelines for sustainability reporting practices.
Hypothesis 8: Government pressure has a positive effect on disclosure of carbon emissions
METHODS
A. Sampling and data
Carbon emission disclosure data comes from non-financial companies listed on the Indonesia Stock
Exchange from 2019 to 2021 using a purposive sampling method. The selection of the non-financial sector is
because this sector has a large influence on carbon emissions.
Table 1
Sample selection
No
2019-2021
N
%
1
48
24
2
6
3
3
25
13
4
41
21
5
20
10
6
13
7
7
28
14
8
6
3
9
9
5
196
100
Table 2
Sample by sector 2019-2021
Criteria
Total
Non-financial company listed on the IDX 2021
662
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IJSSR Page 198
Non-financial companies that are not consecutively listed on the IDX 2019-2021
100
Non-financial companies whose Annual Report is not complete 2019-2021
116
Non-financial companies whose Sustainability Report is incomplete 2019-2021
377
Number of samples (69 companies x 3 years)
207
Number of samples after Outliers (207-11)
196
For this study, the financial sector is not included. Additionally, the technology sector was not
used as a sample because it did not meet the sample selection criteria, namely that no one had
published a sustainability report consecutively for 2019-2021. In table 2 the basic material sector
represents the largest sample with 48 samples (24%), then the energy sector represents the second
largest sample with 41 samples (21%), and the smallest group is consumer cyclicals and properties
& real estate with 6 samples (3%).
B. Variable analysis
This research uses panel data regression analysis, which is a combination of two data, namely
cross- sectional data and time series data. Panel data is also often referred to as pooled data (Ghozali
dan Ratmono, 2020:195). Panel data regression equation:
CEDit = α + β1 INVESit + β2 EMPLOit + β3 CONSUit + β4 ENVIit + β5 CREDit + β6 EXPOit + β7
KAPit + β8 REGUit + β9 SIZEit + eit
C. Variable measurement
Measurement of carbon emission disclosure is proxied by scoring from research
developed by (Shen et al., 2020), in his research based on a Carbon Disclosure Information
(CDI) request sheet where the scoring is divided into 6 levels and 15 indexes according to
the following provisions:
Table 3
Carbon Disclosure Information (CDI)
No
Category
Indeks
Indicator
1
Carbon reduction
targets and
Strategies
Carbon
reduction
targets
1. Firm should formulate clear and effective emission
reduction targets.
2. Planning and risk measures for future low carbon
development
3. Energy saving and emission reduction related
notes and commitments
Carbon
reduction
strategy
1. Long- and short-term strategies launched by the
company
2. Draw up incentive mechanism, encourage objects
and methods
2
Carbon emission
reduction
management
Institution
setting
The establishment of environmental protection,
energy conservation and emission reduction
institutions and the information system of
management platform
Internal
training
Education and training in environmental awareness
and related skills for management and staff.
Identification
and trading of
carbon
emissions
1. Certification / verification status of carbon
emissions or energy saving, environmental
assessment, etc.
2. Companies involved in carbon emission reduction
transactions
Carbon
emission
reduction
activities
Energy conservation and environmental protection
knowledge promotion and publicity, afforestation,
environmental protection donations and other
activities.
International Journal of Social Service and Research,
Fina Dwi Nuriyani, R. Rosiyana Dewi
IJSSR Page 199
3
Carbon emission
reduction
accounting
Energy
consumption
Consumption of fuel, electricity, heat, gas and
refrigerating capacity.
Carbon
footprint
Emission of air pollutants such as carbon dioxide,
sulphide, nitrogen oxides and dust
4
Kinerja
pengurangan emisi
karbon
Energy saving
and emission
reduction
Compared with the previous year, the company’s
carbon emissions or joint energy
Standard
degree
In terms of energy saving and emission reduction,
the company meets the requirements of government
standards and the achievement of carbon reduction
targets.
Benefit
estimation
The company reduces the benefits of carbon
emissions, such as cost saving, greening rate, air
quality and so on.
5
Capital investment
and government
subsidy
Low carbon
investment
The company’s low-carbon economy development
related technology and capital investment and
research results, such as fixed assets investment,
technological transformation and R&D investment,
etc.
Expense
expenditure
Sewage charges, daily maintenance costs and
environmental protection greening investment.
Government
and social
grants and
incentives
Project investment, energy saving and emission
reduction subsidies and incentive funds
6
Environmental
accident
Government
penalties and
pollution
incidents
Environmental pollution and damage incidents,
illegal incidents, departures by environmental
protection departments or lists of key pollution
enterprises, and fines and compensation paid and
paid for them
Note: 0 = If not disclosing, 1 = if carbon information is non-quantitative, and 2 = if carbon
information is quantitative. Number of items disclosed / total disclosures (30).
Table 4
Variable calculation
No
Variable / Symbol
Measurement
Scale
Dependent Variable
1.
Carbon Emissions
Disclosure / CED
Carbon disclosure information on table 3
(Shen et al., 2020)
Ratio
Independent Variable
1.
Investor Oriented
Industry / INVES
Proportion of tradable shares = Stock Floated
Total Equity
(Tang et al., 2019)
Ratio
2.
Employee Oriented
Industry / EMPLO
Labor intensity ratio = Total labor costs
Total fixed assets
(Trianaputri & Siregar, 2018)
Ratio
3.
Industri yang dekat
dengan konsumen
/ CONSU
Customer Pressure = Advertising Expenses
Sales Revenue
(Shen et al., 2020)
Ratio
4.
Environmentally
Sensitive Industries
/ ENVI
Companies that are included in the high carbon
industry, namely: thermal power, building
materials, steel, chemicals, textiles, cement,
paper making, electrolytic aluminum, coal,
metallurgy, pharmaceuticals, petrochemicals,
Nominal
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IJSSR Page 200
No
Variable / Symbol
Measurement
Scale
and brewing, are given a value of 1 while a value
of 0 is otherwise. (Tang et al., 2019)
5.
Creditor Pressure /
CRED
(Tang et al., 2019)
Ratio
6.
Media Exposure /
EXPO
Score 1 if it discloses more information related
to carbon emissions (Annual Report,
Sustainability Report, Website), Score 0
otherwise
(Sandi et al,, 2021)
Nominal
7.
Audit KAP BIG 4 /
KAP
Score 1 for companies audited by KAP Big 4,
score 0 for non-KAP Big 4
(He et al.,2019)
Nominal
8.
Government
pressure/ REGU
Business Entity Ownership = 1 If BUMN, score 0
non-BUMN
(Tang et al., 2019)
Nominal
9
Size/
SIZE
Size = Ln Total Assets
(Tang et al., 2019)
Ratio
RESULTS
A. Disclosure of carbon emissions
Table 5 presents the average value of companies disclosing carbon emissions across the 15
indices. The highest level of disclosure is at index 7, namely energy consumption, with 1,810 (2019),
1,851(2020), and 1,939(2021) companies disclosing their energy consumption in sustainability
report. The second largest is index 9, namely energy saving and emission reduction with
1,365(2019), 1,612(2020), and 1,667 (2021) companies making efforts to reduce carbon or energy
emissions from the previous year. The third highest is index 13, which covers expenses, with 1.127
(2019), 1.134 (2020), and 1.348 (2021) as the average figures, indicating that companies budget for
expenses on waste costs, maintenance costs and environmental protection costs as well as greening
investments.
The lowest level of disclosure is found in index 15, which pertains to government penalties and
pollution incidents, with figures 0.000 (2019), 0.000 (2020), and 0.015 (2021). This proves that
companies in Indonesia have not been involved in significant pollution and environmental damage,
illegal incidents, and fines that must be paid to the government. The second lowest is index 14, related
to government and social grants and incentives, with value of 0.000 (2019), 0.000 (2020), and 0.030
(2021), indicating that the government has not fully provided funds and subsidies for investment in
energy saving and emission saving projects to companies. The third smallest index is the 4th, namely
internal training, with figures 0.381 (2019), 0.418 (2020), and 0.667 (2021), suggesting that the
company has not provided much education, training and skills in the environmental field for
management and staff. In the graph of disclosing carbon emissions in 2021 there is an increase in
disclosing carbon emissions at companies in Indonesia.
Table 5
The average value of companies that reveal each index
Code
Indexs
Indexs
2019
2020
2021
2019-
2021
I1
Carbon reduction targets
0,937
1,060
1,288
1,097
I2
Carbon reduction strategy
0,905
1,030
1,061
1,000
I3
Institution setting
0,825
0,896
0,939
0,888
I4
Internal training
0,381
0,418
0,667
0,490
I5
Identification and trading of carbon
emissions
0,810
0,851
0,879
0,847
I6
Carbon emission reduction activities
0,984
1,060
1,136
1,061
I7
Energy consumption
1,810
1,851
1,939
1,867
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Fina Dwi Nuriyani, R. Rosiyana Dewi
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Code
Indexs
Indexs
2019
2020
2021
2019-
2021
I8
Carbon footprint
1,032
1,030
1,136
1,066
I9
Energy saving and emission reduction
1,365
1,612
1,667
1,551
I10
Standard degree
0,603
0,552
0,591
0,582
I11
Benefit estimation
1,206
1,194
1,167
1,189
I12
Low carbon investment
0,857
0,866
0,909
0,878
I13
Expense expenditure
1,127
1,134
1,348
1,204
I14
Government and social grants and incentives
0,000
0,000
0,030
0,010
I15
Government penalties and pollution incidents
0,000
0,000
0,015
0,005
Figure 1. Carbon Emission Disclosure
Table 6
Descriptive statistics
Continuous Variables
Variables
N
Minimum
Maximum
Mean
Std. Deviation
CED
196
0,13333
0,700
0,457
0,114
INVES
196
0,00322
2,654
0,146
0,346
EMPLO
196
0,00079
2,622
0,188
0,323
CONSU
196
0,00006
0,211
0,026
0,034
CRED
196
0,00157
1,030
0,299
0,233
SIZE
196
27,5268
33,537
30,499
1,332
Dummy Variables
Variables
Category
Frequency
Percentage
ENVI
0 = Not a high carbon industry
66
34
1 = High carbon industry
130
66
Total
196
100
EXPO
0 = Does not disclose full carbon emissions
43
22
1 = Disclose full carbon emissions
153
78
Total
196
100
KAP
0 = Non KAP Big 4
71
36
1 = KAP Big 4
125
64
Total
196
100
REGU
0 = Non BUMN
154
79
1 = BUMN
42
21
Total
196
100
0,000
0,200
0,400
0,600
0,800
1,000
1,200
1,400
1,600
1,800
2,000
I1 I2 I3 I4 I5 I6 I7 I8 I9 I10 I11 I12 I13 I14 I15
2019 2020 2021
Carbon Emission Disclosure Graph
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Descriptive statistics on the continuous variables in table 6 reveal that the disclosure of carbon
emissions has a minimum value of 0.133, a maximum value of 0.700 and an average of 0.457. This
indicates that the results of disclosing carbon emissions by companies are still very low. Investor-
oriented industries have a minimum value of 0.0032, a maximum value of 2.654 and an average of
0.146, suggesting that the proportion of public shares traded in the capital market is still small.
Employee-oriented industries have a minimum score of 0.0007, a maximum score of 2.622, and an
average of 0.188, signifying that employee involvement in company carbon information is still very
small. Industries near consumers have a minimum value of 0.00006, a maximum value of 0.211 and an
average of 0.026, indicating that there is fulfillment of information needs and approaches to consumers
are still low. Creditor pressure is a minimum value of 0.0015, a maximum value of 1.030 and an average
of 0.299, suggesting that the loans made by the company to creditors are of small value. As for control
variable size, it ranges from minimum value of 27.526 (IDR 901,060,986,000) to maximum value of
33,537 (IDR 367,311,000,000,000), with average value of 30,499. This indicates a substantial company
size, which is associated with a higher likelihood of disclosing carbon emissions.
The industry dummy variable is environmentally sensitive, indicates that 66 companies (34%)
belong to the low- carbon industry, and 130 companies (66%) belong to the high-carbon industry.
Regarding media exposure, 43 companies (22%) did not disclose complete carbon emission
information to the media, while 153 companies (78%) companies disclosed complete carbon emission
information to the media. For audits by KAP Big 4, 71 companies (36%) companies did not use BIG4
KAP audit services, whereas 125 companies (64%) used BIG4 KAP services. In term of government
pressure, 154 non-BUMN companies (79%) and 42 BUMN companies (21%) experienced government
pressure.
Table 7
Panel Effect Test Results
Test
Hypothesis
Count Statistics
Prob
Conclusion
Chow
H
0
: Common effect
H
1
: Fixed effect
Fstat = 5,74
0,0038
Fixed effect
Hausman
H
0
: Random effect
H
1
: Fixed effect
Chi-square = 10,4739
0,1633
Random effect
LM
H
0
: Common effect
H
1
: Random effect
LM test = 59,249
0,0000
Random effect
The results of the Chow test in table 7 show that the probability value is 0.0038 < 0.05, so the
fixed effect is more appropriate. The Hausman test shows that the probability value is
0.1633 > 0.05, so the random effect is more appropriate. The Lagrange multiplier test shows that the
probability value is 0.0000 < 0.05, so the random effect is more appropriate. Therefore, it can be
concluded that the best model chosen is the random effect.
Table 8. Normality Test
Residual Models
Prob
Alpha
Conclusion
Asymp.Sig. (2-tailed)
0,065
0,05
Normal
The normality test in this study used the Jarque-Bera statistical test to produce a probability
value of 0.065 > 0.05. It can be concluded that the data is normally distributed.
Table 9. Multicollinearity Test
Variabel
VIF
Critical Value
Conclusion
INVES
1,052338
VIF < 10
No
Multicholinearity
Occurs
EMPLO
1,067431
CONSU
1,087237
ENVI
1,069929
CRED
1,055127
EXPO
1,025686
International Journal of Social Service and Research,
Fina Dwi Nuriyani, R. Rosiyana Dewi
IJSSR Page 203
KAP
1,054440
REGU
1,123112
SIZE
1,127010
The results of the multicollinearity test show that all variables have a VIF value <10 so it can
be concluded that the multicollinearity assumption has been met, which means that multicollinearity
does not occur, there is no correlation between the independent variables.
B. Determinants of carbon emissions disclosure
Table 10
Hypothesis Testing
Based on table 10, the panel data regression equation is as follows:
CEDit = -0,548938+ 0,039853 0,059887 + 0,874060 + 0,003560 0,053768 + 0,052829 +
0,003185 + 0,061255 + 0,031017 + e
it
The results of the R2 test in table 10 were obtained by Adj. R-Square of 0.18387 means that the
contribution of all independent variables to the increase or decrease in disclosure of carbon
emissions is 18.38%, the remaining 81.62% is influenced by other variables not included in the
model.
The results of the F test in Table 10 obtained an F-Statistic probability of 0.0000 <0.05. It
can be concluded that all independent variables jointly or simultaneously have a significant effect on
disclosure of carbon emissions.
The results of the T test in table 10 explain the independent variables on the dependent
variable as follows: Investment-oriented industries have a positive effect on disclosure of carbon
emissions with a probability value of 0.019, which is less than 0.05 with a coefficient of 0.039. It
concludes that H1 is accepted. A larger proportion of shares traded means that public shareholders
have more voice which creates pressure on companies and encourages disclosure of carbon
information. (Shen et al., 2020; Tang et al., 2019) investors can increase the level of corporate carbon
disclosure.
Employee-oriented industries have a negative effect on disclosure of carbon emissions with a
probability value of 0.029, which is less than 0.05 with a coefficient of -0.059. This leads to conclusion
that H2 is rejected. Employee- oriented industries reduce the quality of disclosure of carbon
emissions, meaning that there is a lack of evidence stating that employees demand more disclosure
of carbon emissions to companies, because it will increase the company's burden and employees do
not have full rights to corporate environmental responsibility.
Industries close to consumers have a positive effect on disclosure of carbon emissions with a
probability value of 0.0013, which is less than 0.05 with a coefficient of 0.874. It is concluded that H3
is accepted. Through advertising, companies try to disclose more relevant information to establish








INVES
+
0,039853
2,079744
0,01945
H1 accepted
EMPLO
+
-0,059887
-1,893476
0,0299
H2 rejected
CONSU
+
0,874060
3,047524
0,0013
H3 accepted
ENVI
+
0,003560
0,022628
0,4376
H4 rejected
CRED
+
-0,053768
-1,761287
0,0399
H5 rejected
EXPO
+
0,052829
3,638655
0,0002
H6 accepted
KAP
+
0,003185
0,149273
0,44075
H7 rejected
REGU
+
0,061255
2,248474
0,01285
H8 accepted
SIZE
0,031017
3,834298
0,0001
C
-0,548938
-2,227914

0,1838

0,0000
International Journal of Social Service and Research https://ijssr.ridwaninstitute.co.id/
IJSSR Page 204
good relationships between consumers and suppliers (Shen et al., 2020). So, it can be seen directly
that consumers have an influence on the disclosure of carbon emissions so that companies tend to
be more transparent in their operations. Promoting a positive corporate image can guarantee
responsible behavior, increase brand loyalty and motivate consumers to buy products (Halkos &
Skouloudis, 2016).
Environmentally sensitive industries have no effect on disclosure of carbon emissions, having a
probability value of 0.437 > 0.05 with a coefficient of 0.003, it is concluded that H4 is rejected.
Companies that disclose carbon emissions are not only carried out by industry sensitive companies,
non-industry sensitive companies also disclose carbon emissions, disclosure of carbon emissions
depends on management policies not from sensitive industry types.(Tana & Diana, 2021) Disclosure of
carbon emissions is a management policy of every company not influenced by environmentally sensitive
industries. Intensive industrial types that produce low emission levels in their disclosures will be
highlighted by the government and the community from various social and environmental fields so that
they can make the company have a bad image (Nastiti & Hardiningsih, 2022).
Creditor pressure has a negative effect on disclosure of carbon emissions, has a probability value
of 0.039, which is less than 0.05 with a coefficient of -0.053. It is concluded that H5 is rejected.
Companies that have a large proportion of loans do not always disclose carbon emissions considering
this creates extra costs. (Florencia & Handoko, 2021) Good environmental performance does not always
make companies disclose carbon emissions to apply for loans. (Prasetya, 2017) Creditors generally
pressure companies to use available resources as effectively as possible so that payment of obligations
remains smooth. Creditors may be interested in other disclosures that have a more direct effect on the
company's finances, therefore companies make more financial disclosures (Chithambo et al., 2020).
Media exposure has a positive effect on disclosure of carbon emissions having a probability value
of 0.0002, which is less than 0.05 with a coefficient of 0.052, concluded that H6 is accepted. With
supervision from the media, companies will be increasingly motivated to make disclosures of their
activities. (Cordova et al., 2020) Reporting of carbon emissions is influenced by the company's
sustainability profile which is proxied by publishing social responsibility reports. (Nastiti dan
Hardiningsih, 2022) due to excessive concern regarding corporate environmental monitoring,
corporate activities related to carbon emissions are exposed openly in the media.
KAP Big 4 audit has no effect on disclosure of carbon emissions has a probability value of 0.440,
which is more than 0.05 with a coefficient of 0.003, concluded H7 is rejected. Reputation KAP is not
involved with the disclosure of carbon emissions. (Irwhantoko & Basuki, 2016) This finding is because
the Public Accounting Firm in Indonesia from the Big Four or other groups is not an independent
institution entitled to carry out carbon emission assessments. Carbon emission assessment is carried
out by an accredited independent body, namely a Designated Operational Entity (DOE) to validate and
verify carbon emission reductions. It is stated that (He et al., 2019) KAP's reputation has no involvement
with carbon emissions disclosure.
Government pressure has a positive effect on disclosure of carbon emissions, has a probability
value of 0.012, which is less than 0.05 with a coefficient of 0.061. It is concluded that H8 is accepted. The
level of environmental information disclosure is higher in state-owned enterprises compared to non-
state-owned companies, this shows that BUMN are more likely to convey to the public that they have
fulfilled their social and environmental responsibilities to build a high-quality reputation that is
positively responsive to the market. (Chithambo et al., 2020; Tang et al., 2019) Government pressure
influences corporate environmental behavior.
The control variable firm size has a positive effect on disclosure of carbon emissions, this shows
good results and consistent prob values. 0.0001, which is less than 0.05 with a coefficient of 0.031.
Companies that acquire large assets have great pressure from stakeholders who have high expectations
regarding disclosure of carbon emissions. This shows that large companies have greater pressure on
environmental issues. (Tang et al., 2019) Large companies are more encouraged to provide quality
voluntary disclosures. The research results are in accordance with (Nastiti dan Hardiningsih, 2022;
Chithambo et al., 2020; He et al., 2019).
CONCLUSION
This study examines the disclosure of carbon emissions of Indonesian non-financial companies.
The results of the research that has been described have concluded that investor-oriented industries,
International Journal of Social Service and Research,
Fina Dwi Nuriyani, R. Rosiyana Dewi
IJSSR Page 205
close-consumer industries, media exposure, and government pressure have a positive effect on
disclosure of carbon emissions with a significant level of 0.05 (H1, H3, H6, H8 are accepted), employee-
oriented industries , and creditor pressure has a negative effect on disclosure of carbon emissions with
a significant level of 0.05 (H2, H5 are rejected), environmentally sensitive industries and KAP Big4
audits have no effect on disclosure of carbon emissions with a significant level of 0.05 (H4 and H7 are
rejected). Based on the research results, it proves that stakeholders, investors, consumers, media, and
government support previous research and underlie stakeholder and legitimacy theories.
This research has implications for various parties such as stakeholders, especially the government
in formulating policies and being able to understand the importance of maximizing the disclosure of
carbon emissions produced by companies as a responsibility to people, planet, social and environment
that can attract investors. The government can supervise and provide stricter policies to companies.
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Fina Dwi Nuriyani, R. Rosiyana Dewi (2023)
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