Blockchain Adoption and Corporate Sustainability Performance: An Analysis of the World’s Top Public Companies
Abstract
:1. Introduction
2. Theoretical Background and Hypothesis Development
2.1. Blockchain Adoption and Corporate Sustainability Performance (ESG)
2.2. Blockchain Adoption and Environmental Performance (E)
2.3. Blockchain Adoption and Social Performance (S)
2.4. Blockchain Adoption and Governance Performance (G)
3. Data and Method
3.1. Data
3.2. Method
4. Empirical Findings
4.1. Empirical Model Estimates
4.2. Discussion of the Findings
4.3. Study Limitations
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Appendix A
Company | Industry | BCA Level |
---|---|---|
Tesla Inc. | Automobiles & Auto Parts | 2 |
Toyota Motor Corp. | Automobiles & Auto Parts | 3 |
Bank of America Corp. | Banking Services | 3 |
Bank of China Ltd. | Banking Services | 4 |
China Construction Bank Corp. | Banking Services | 4 |
China Merchants Bank Co., Ltd. | Banking Services | 2 |
Industrial and Commercial Bank of China Ltd. | Banking Services | 4 |
JPMorgan Chase & Co. | Banking Services | 4 |
Royal Bank of Canada | Banking Services | 3 |
Wells Fargo & Co. | Banking Services | 2 |
Coca-Cola Co. | Beverages | 3 |
Kweichow Moutai Co., Ltd. | Beverages | 3 |
PepsiCo Inc. | Beverages | 2 |
Moderna Inc. | Biotechnology & Medical Research | 2 |
Linde PLC | Chemicals | 1 |
Cisco Systems Inc. | Communications & Networking | 3 |
Apple Inc. | Computers, Phones & Household Electronics | 1 |
Samsung Electronics Co., Ltd. | Computers, Phones & Household Electronics | 4 |
Honeywell International Inc. | Consumer Goods Conglomerates | 4 |
Amazon.com Inc. | Diversified Retail | 4 |
Intuit Inc. | Financial Technology (Fintech) & Infrastructure | 1 |
Walmart Inc. | Food & Drug Retailing | 4 |
Nestle SA | Food & Tobacco | 2 |
Philip Morris International Inc. | Food & Tobacco | 3 |
Union Pacific Corp. | Freight & Logistics Services | 1 |
United Parcel Service Inc. | Freight & Logistics Services | 2 |
Medtronic PLC | Healthcare Equipment & Supplies | 2 |
UnitedHealth Group Inc. | Healthcare Providers & Services | 1 |
McDonald’s Corp. | Hotels & Entertainment Services | 3 |
Starbucks Corp. | Hotels & Entertainment Services | 3 |
AIA Group Ltd. | Insurance | 3 |
Ping An Insurance Group Co. of China Ltd. | Insurance | 3 |
BlackRock Inc. | Investment Banking & Investment Services | 1 |
Citigroup Inc. | Investment Banking & Investment Services | 3 |
Goldman Sachs Group Inc. | Investment Banking & Investment Services | 4 |
Contemporary Amperex Technology Co., Ltd. | Machinery, Tools, Heavy Vehicles, Trains & Ships | 2 |
Walt Disney Co. | Media & Publishing | 4 |
BHP Group Ltd. | Metals & Mining | 2 |
Chevron Corp. | Oil & Gas | 3 |
Exxon Mobil Corp. | Oil & Gas | 2 |
Reliance Industries Ltd. | Oil & Gas | 3 |
Saudi Arabian Oil Co. | Oil & Gas | 3 |
Shell PLC | Oil & Gas | 4 |
L’Oreal SA | Personal & Household Products & Services | 1 |
Procter & Gamble Co. | Personal & Household Products & Services | 1 |
Abbvie Inc. | Pharmaceuticals | 2 |
Eli Lilly and Co. | Pharmaceuticals | 3 |
Johnson & Johnson | Pharmaceuticals | 1 |
Merck & Co. Inc. | Pharmaceuticals | 2 |
Novartis AG | Pharmaceuticals | 3 |
Novo Nordisk A/S | Pharmaceuticals | 1 |
Pfizer Inc. | Pharmaceuticals | 3 |
Roche Holding AG | Pharmaceuticals | 1 |
Intel Corp. | Semiconductors & Semiconductor Equipment | 4 |
NVIDIA Corp. | Semiconductors & Semiconductor Equipment | 4 |
Qualcomm Inc. | Semiconductors & Semiconductor Equipment | 1 |
Accenture PLC | Software & IT Services | 4 |
Adobe Inc. | Software & IT Services | 1 |
Alibaba Group Holding Ltd. | Software & IT Services | 4 |
Alphabet Inc. | Software & IT Services | 3 |
Mastercard Inc. | Software & IT Services | 4 |
Meta Platforms Inc. | Software & IT Services | 3 |
Microsoft Corp. | Software & IT Services | 4 |
Oracle Corp. | Software & IT Services | 4 |
PayPal Holdings Inc. | Software & IT Services | 4 |
Salesforce Inc. | Software & IT Services | 4 |
SAP SE | Software & IT Services | 4 |
Shopify Inc. | Software & IT Services | 4 |
Tata Consultancy Services Ltd. | Software & IT Services | 4 |
Tencent Holdings Ltd. | Software & IT Services | 4 |
Visa Inc. | Software & IT Services | 4 |
Home Depot Inc. | Specialty Retailers | 3 |
Lowe’s Companies Inc. | Specialty Retailers | 3 |
AT&T Inc. | Telecommunications Services | 4 |
Charter Communications Inc. | Telecommunications Services | 1 |
Comcast Corp. | Telecommunications Services | 1 |
T-Mobile US Inc. | Telecommunications Services | 3 |
Verizon Communications Inc. | Telecommunications Services | 4 |
Hermes International SCA | Textiles & Apparel | 1 |
LVMH Moet Hennessy Louis Vuitton SE | Textiles & Apparel | 3 |
Nike Inc. | Textiles & Apparel | 2 |
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Refinitiv ESG Score | Definition |
Resource Use Score | The resource use score reflects a company’s performance and capacity to reduce the use of materials, energy, or water, and to find more eco-efficient solutions by improving supply chain management. |
Emissions Reduction Score | The emission reduction score measures a company’s commitment towards and effectiveness in reducing environmental emissions in its production and operational processes. |
Innovation Score | The innovation score reflects a company’s capacity to reduce the environmental costs and burdens for its customers, thereby creating new market opportunities through new environmental technologies and processes, or eco-designed products. |
Workforce Score | The workforce score measures a company’s effectiveness in terms of providing job satisfaction, a healthy and safe workplace, maintaining diversity and equal opportunities, and delivering development opportunities for its workforce. |
Human Rights Score | The human rights score measures a company’s effectiveness in terms of respecting fundamental human rights conventions. |
Community Score | The community score measures the company’s commitment to being a good citizen, protecting public health, and respecting business ethics. |
Product Responsibility Score | The product responsibility score reflects a company’s capacity to produce quality goods and services, integrating the customer’s health and safety, integrity, and data privacy. |
Management Score | The management score measures a company’s commitment to and effectiveness in following best practice corporate governance principles. |
Shareholders Score | The shareholders score measures a company’s effectiveness in equal treatment of shareholders and the use of anti-takeover devices. |
CSR Strategy Score | The CSR strategy score reflects a company’s practices to communicate that it integrates economic (financial), social, and environmental dimensions into its day-to-day decision-making processes. |
Pillars | Categories | Themes | Data Points | Weight Method |
---|---|---|---|---|
Environmental | Emission | Emissions | TR.AnalyticCO2 | Quant industry median |
Waste | TR.AnalyticTotalWaste | Quant industry median | ||
Biodiversity | ||||
Environmental management systems | ||||
Innovation | Product innovation | TR.EnvProducts | Transparency weights | |
Green revenues, research and development (R&D) and capital expenditures (CapEx) | TR.AnalyticEnvRD | Quant industry median | ||
Resource use | Water | TR.AnalyticWaterUse | Quant industry median | |
Energy | TR.AnalyticEnergyUse | Quant industry median | ||
Sustainable packaging | ||||
Environmental supply chain | ||||
Social | Community | Equally important to all industry groups | Equally important to all industry groups | |
Human rights | Human rights | TR.PolicyHumanRights | Transparency weights | |
Product responsibility | Responsible marketing | TR.PolicyResponsibleMarketing | Transparency weights | |
Product quality | TR.ProductQualityMonitoring | Transparency weights | ||
Data privacy | TR.PolicyDataPrivacy | Transparency weights | ||
Workforce | Diversity and inclusion | TR.WomenEmployees | Quant industry median | |
Career development and training | TR.AvgTrainingHours | Transparency weights | ||
Working conditions | TR.TradeUnionRep | Quant industry median | ||
Health and safety | TR.AnalyticLostDays | Transparency weights | ||
Governance | CSR strategy | CSR strategy | Data points governance category and governance pillar | Count of data points in each governance category/all data points in governance pillar |
ESG reporting and transparency | ||||
Management | Structure (independence, diversity, committees) | Data points governance category and governance pillar | Count of data points in each governance category/all data points in governance pillar | |
Compensation | ||||
Shareholders | Shareholder rights | Data points governance category and governance pillar | Count of data points in each governance category/all data points in governance pillar | |
Takeover defenses |
Code | Variable |
---|---|
ESG | ESG Score |
ESGC | Composite ESG Score |
E | Environmental Score |
S | Social Score |
G | Governance Score |
E1 | Resource Use Score |
E2 | Emissions Score |
E3 | Environmental Innovation Score |
S1 | Workforce Score |
S2 | Human Rights Score |
S3 | Community Score |
S4 | Product Responsibility Score |
G1 | Management Score |
G2 | Shareholders Score |
G3 | CSR Strategy Score |
Code | Control Variable | Measure |
---|---|---|
Q | Tobin’s Q | Market Performance |
PBV | Price To Book Value | Market Performance |
PS | Price To Sales Value | Market Performance |
YTD | Yield To Dividend | Market Performance |
EPS | EPS Mean | Market Performance |
PE | Price Earnings Ratio | Market Performance |
NPM | Net Profit Margin | Profitability |
ROE | Return On Total Equity | Profitability |
ROA | Return On Assets | Profitability |
AT | Asset Turnover | Efficiency |
FT | Fixed Asset Turnover | Efficiency |
ART | Accounts Receivable Turnover | Efficiency |
QR | Quick Ratio | Liquidity |
CR | Current Ratio | Liquidity |
TDTE | Total Debt to Total Equity | Financial Leverage |
BETA | Beta 5 Year | Market Risk |
CAPEX | Capital Expenditure | Capital Investments |
TA | Total Assets | Size |
TR | Total Revenue | Size |
MCap | MarketCap | Size |
Variable | Min | Median | Mean | SD | Q(0.25) | Q(0.75) | IQR | Max |
---|---|---|---|---|---|---|---|---|
ESG | 21.58 | 77.56 | 74.63 | 13.50 | 67.36 | 84.65 | 17.28 | 94.60 |
E | 25.94 | 77.87 | 74.35 | 15.37 | 67.72 | 85.60 | 17.88 | 95.85 |
S | 17.14 | 81.68 | 77.85 | 16.29 | 67.92 | 89.18 | 21.26 | 97.68 |
G | 24.51 | 73.27 | 69.89 | 18.24 | 56.16 | 84.31 | 28.15 | 97.39 |
C | 0.45 | 27.27 | 40.67 | 36.04 | 10.71 | 75.93 | 65.21 | 100.00 |
E1 | 9.31 | 89.85 | 85.81 | 17.30 | 82.31 | 97.84 | 15.53 | 99.90 |
E2 | 35.51 | 89.07 | 83.53 | 16.84 | 77.54 | 95.89 | 18.35 | 99.81 |
E3 | 0.00 | 56.45 | 53.24 | 29.26 | 41.67 | 79.69 | 38.02 | 97.98 |
S1 | 25.16 | 91.16 | 85.66 | 16.11 | 78.71 | 97.86 | 19.15 | 99.94 |
S2 | 0.00 | 79.61 | 70.63 | 28.18 | 61.89 | 92.48 | 30.58 | 97.16 |
S3 | 21.68 | 90.48 | 83.61 | 20.16 | 76.40 | 97.83 | 21.43 | 99.94 |
S4 | 0.00 | 78.37 | 69.36 | 26.63 | 45.03 | 92.96 | 47.93 | 98.43 |
G1 | 13.19 | 77.74 | 69.88 | 24.63 | 51.90 | 90.72 | 38.82 | 99.89 |
G2 | 6.91 | 64.13 | 61.76 | 23.51 | 45.57 | 81.79 | 36.21 | 97.70 |
G3 | 24.93 | 86.91 | 82.11 | 17.75 | 77.78 | 97.04 | 19.26 | 99.51 |
MCap | 43.70 | 193.02 | 298.53 | 358.07 | 136.10 | 318.73 | 182.63 | 2066.94 |
TA | 10.76 | 117.63 | 524.91 | 1076.19 | 62.27 | 355.63 | 293.36 | 5536.97 |
Q | 0.95 | 2.68 | 3.12 | 2.19 | 1.28 | 3.81 | 2.53 | 9.47 |
PBV | −51.88 | 4.03 | 8.09 | 29.59 | 1.63 | 8.15 | 6.52 | 248.21 |
PS | 0.54 | 3.59 | 4.37 | 3.61 | 1.87 | 5.04 | 3.16 | 17.75 |
ROE | −0.36 | 0.23 | 0.28 | 0.30 | 0.11 | 0.35 | 0.24 | 1.75 |
ROA | −0.30 | 0.12 | 0.13 | 0.12 | 0.04 | 0.20 | 0.15 | 0.38 |
YTD | −0.75 | −0.13 | −0.12 | 0.28 | −0.28 | 0.02 | 0.30 | 0.87 |
NPM | −0.62 | 0.16 | 0.18 | 0.15 | 0.11 | 0.27 | 0.16 | 0.50 |
BETA | 0.19 | 1.03 | 0.97 | 0.37 | 0.71 | 1.19 | 0.49 | 2.03 |
PE | 4.33 | 21.41 | 31.34 | 54.85 | 10.41 | 33.70 | 23.29 | 477.85 |
TDTE | 0.00 | 0.56 | 1.45 | 3.46 | 0.31 | 1.27 | 0.96 | 27.65 |
AT | 0.02 | 0.54 | 0.62 | 0.48 | 0.37 | 0.76 | 0.40 | 2.50 |
TR | 5.60 | 62.32 | 108.80 | 125.49 | 31.60 | 117.64 | 86.04 | 611.29 |
CAPEX | 0.05 | 3.43 | 8.01 | 11.49 | 0.97 | 9.69 | 8.72 | 63.65 |
QR | 0.15 | 0.96 | 1.17 | 0.72 | 0.70 | 1.41 | 0.71 | 3.35 |
EPS | −2.23 | 5.84 | 8.27 | 8.53 | 3.14 | 10.77 | 7.62 | 37.87 |
FT | 0.43 | 3.69 | 4.88 | 3.94 | 2.24 | 5.99 | 3.76 | 19.31 |
ART | 0.64 | 7.63 | 10.24 | 10.83 | 5.61 | 10.62 | 5.01 | 75.41 |
CR | 0.33 | 1.23 | 1.50 | 1.00 | 0.98 | 1.59 | 0.62 | 7.07 |
BCA | 1.00 | 3.00 | 2.77 | 1.12 | 2.00 | 4.00 | 2.00 | 4.00 |
E1 | E2 | |
---|---|---|
(Intercept) | 81.469 *** | 69.614 *** |
(11.185) | (7.086) | |
BCA | 5.109 * | 4.147 * |
(2.163) | (1.833) | |
TA | −0.006 | −0.006 |
(0.004) | (0.004) | |
Q | 6.869 | 5.602 |
(4.077) | (2.835) | |
PBV | 0.253 | 0.328 |
(0.390) | (0.371) | |
PS | −5.093 | −4.426 ** |
(3.057) | (1.607) | |
ROA | −105.187 | −100.337 |
(58.709) | (55.578) | |
YTD | 11.854 | |
(7.530) | ||
NPM | 85.884 | 88.983 * |
(54.302) | (35.890) | |
TDTE | −3.019 | −3.570 |
(2.987) | (2.754) | |
QR | −6.222 | |
(6.320) | ||
EPS | 0.691 | 0.804 * |
(0.427) | (0.304) | |
ART | −0.292 | |
(0.294) | ||
R2 | 0.342 | 0.279 |
Wu–Hausman Test | 0.505 | 1.353 |
p-value of Wu–Hausman Test | 0.865 | 0.229 |
ESG | E1 | E3 | S1 | G1 | |
---|---|---|---|---|---|
(Intercept) | 107.975 *** | 122.865 *** | 68.490 | 106.639 *** | 215.358 *** |
(18.322) | (24.055) | (36.721) | (13.363) | (41.482) | |
BCA | −9.438 | −5.810 | −3.653 | −0.698 | −48.741 ** |
(5.817) | (6.947) | (11.655) | (5.925) | (14.643) | |
PBV | −1.205 | 0.365 ** | |||
(1.184) | (0.134) | ||||
PS | 2.937 | −8.099 ** | 24.405 * | ||
(2.894) | (2.928) | (10.910) | |||
ROE | 51.141 | 11.789 | 19.135 | ||
(31.866) | (14.085) | (19.091) | |||
NPM | −104.344 | −277.498 * | −365.152 ** | −546.705 * | |
(73.931) | (132.096) | (115.805) | (211.218) | ||
TDTE | −10.083 * | −12.428 * | −7.226 | −4.001 ** | −10.166 |
(4.702) | (4.711) | (11.818) | (1.181) | (8.221) | |
AT | −24.194 | −50.173 | −117.115 ** | ||
(24.506) | (33.238) | (40.984) | |||
EPS | 1.102 | 2.161 * | 0.656 | 0.475 * | |
(1.119) | (0.920) | (0.534) | (0.190) | ||
ART | −0.482 | −1.630 | −0.678 | −1.284 | −2.056 |
(0.362) | (1.085) | (0.559) | (0.916) | (1.907) | |
CR | −15.455 * | 13.085 | −70.025 | ||
(6.855) | (16.191) | (38.859) | |||
BCA*MCap | 0.004 | 0.005 | |||
(0.005) | (0.004) | ||||
BCA*TA | −0.001 * | −0.010 * | −0.009 | −0.002 * | |
(0.001) | (0.004) | (0.005) | (0.001) | ||
BCA*PBV | 0.419 | 0.109 | |||
(0.390) | (0.078) | ||||
BCA*PS | −1.695 | −1.468 ** | −1.426 | −8.099 * | |
(0.913) | (0.486) | (0.875) | (3.257) | ||
BCA*ROE | −12.360 | ||||
(11.965) | |||||
BCA*ROA | −37.546 | −107.051 | −62.043 * | −48.196 | −67.078 |
(21.103) | (53.833) | (24.241) | (26.456) | (94.689) | |
BCA*YTD | 5.194 * | 4.069 | 11.461 * | ||
(2.222) | (2.548) | (4.990) | |||
BCA*NPM | 52.206 * | 103.905 * | 128.976 ** | 30.968 * | 158.215 * |
(22.404) | (41.050) | (39.171) | (14.368) | (62.464) | |
BCA*BETA | 3.316 | −25.122 ** | 10.605 ** | ||
(1.977) | (9.349) | (3.495) | |||
BCA*TDTE | 3.292 * | 4.158 * | 2.915 | 2.212 | |
(1.561) | (1.804) | (3.938) | (2.675) | ||
BCA*AT | 14.573 | 17.827 | 35.575 ** | ||
(8.103) | (12.594) | (12.005) | |||
BCA*TR | −0.017 | −0.022 | −0.010 | −0.021 | |
(0.012) | (0.016) | (0.008) | (0.030) | ||
BCA*EPS | −0.409 | −0.662 | |||
(0.374) | (0.361) | ||||
BCA*CR | 4.056 * | 19.513 | |||
(1.962) | (11.893) | ||||
TA | 0.031 * | 0.030 | |||
(0.015) | (0.019) | ||||
Q | 4.006 | 23.406 ** | −29.205 | ||
(2.221) | (7.524) | (17.386) | |||
ROA | 233.059 | 283.277 | |||
(140.784) | (284.429) | ||||
PE | 0.044 | −0.480 | −1.364 | ||
(0.061) | (0.454) | (0.861) | |||
QR | −14.940 | −18.403 | 50.945 | ||
(10.208) | (18.404) | (47.372) | |||
BCA*QR | 3.467 | −1.869 | −14.443 | ||
(3.268) | (1.970) | (15.607) | |||
BCA*ART | 0.383 | 0.319 | 0.709 | ||
(0.358) | (0.361) | (0.825) | |||
BETA | 97.720 *** | ||||
(28.162) | |||||
FT | −1.313 * | ||||
(0.641) | |||||
BCA*Q | −2.679 | 2.236 | 7.913 | ||
(1.835) | (1.395) | (5.732) | |||
BCA*PE | 0.020 | 0.118 | 0.335 | ||
(0.028) | (0.181) | (0.275) | |||
MCap | 0.022 | ||||
(0.013) | |||||
CAPEX | −2.550 | ||||
(2.226) | |||||
BCA*CAPEX | 0.736 | ||||
(0.607) | |||||
BCA*FT | 0.361 | ||||
(0.281) | |||||
R2 | 0.542 | 0.680 | 0.554 | 0.440 | 0.557 |
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Sayilir, O.; Ozkul, A.S.; Balcilar, M.; Kuntze, R. Blockchain Adoption and Corporate Sustainability Performance: An Analysis of the World’s Top Public Companies. Sustainability 2025, 17, 2855. https://doi.org/10.3390/su17072855
Sayilir O, Ozkul AS, Balcilar M, Kuntze R. Blockchain Adoption and Corporate Sustainability Performance: An Analysis of the World’s Top Public Companies. Sustainability. 2025; 17(7):2855. https://doi.org/10.3390/su17072855
Chicago/Turabian StyleSayilir, Ozlem, Ahmet Semih Ozkul, Mehmet Balcilar, and Ronald Kuntze. 2025. "Blockchain Adoption and Corporate Sustainability Performance: An Analysis of the World’s Top Public Companies" Sustainability 17, no. 7: 2855. https://doi.org/10.3390/su17072855
APA StyleSayilir, O., Ozkul, A. S., Balcilar, M., & Kuntze, R. (2025). Blockchain Adoption and Corporate Sustainability Performance: An Analysis of the World’s Top Public Companies. Sustainability, 17(7), 2855. https://doi.org/10.3390/su17072855