Environmental Performance, Customer Satisfaction, and Profitability: A Study among Large U.S. Companies
Abstract
:1. Introduction
2. Literature Review
2.1. Effects of Environmental Performance on Customer Satisfaction
2.2. Effects of Customer Satisfaction on Profitability
2.3. Moderating Effect of Industry Munificence
3. Methodology
3.1. Dependent Variable
3.2. Independent Variables
3.3. Moderate Variable
3.4. Control Variables
4. Results
4.1. Summary Statistics
4.2. Assessment of the Measurement Model
4.3. Structural Model Assessment
5. Discussion
5.1. Effect of Environmental Performance on Customer Satisfaction
5.2. Effect of Customer Satisfaction on Long-Run Profitability
5.3. Moderating Effect of Industry Munificence
6. Conclusions and Implications
7. Limitations and Future Study
Author Contributions
Funding
Conflicts of Interest
References
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Variable | Description | Source |
---|---|---|
Profitability: | ||
Return on Assets | The ratio of net income to total assets | COMPUSTAT, sourced from Wharton’s Data Research Services |
Return on Invested Capital | The ratio of net income to long-term debt plus total equity | COMPUSTAT |
Environmental Performance: | ||
Energy productivity | The ratio of revenue (US$) to total energy consumption (GJ) | Newsweek Green rankings 2015–2017 |
Carbon productivity | The ratio of revenue (US$) to total greenhouse gas emissions (CO2e) | Newsweek Green rankings 2015–2017 |
Water productivity | The ratio of revenue (US$) to water use (m3) | Newsweek Green rankings 2015–2017 |
Waste productivity | The ratio of revenue (US$) to total waste generated (metric tons)–waste recycled/reused (metric tons) | Newsweek Green rankings 2015–2017 |
Customer Satisfaction: | ||
American customer satisfaction index | A weighted average of survey questions measuring perceived quality, perceived value and customer expectations | American Customer Satisfaction Index LLC |
Industry munificence: | ||
Industry sales growth | COMPUSTAT | |
Control variables: | ||
Company size | Net sales | COMPUSTAT |
Industry | Unique industry identifier | |
Capital intensity | The ratio of total capital expenditure to net sales | COMPUSTAT |
Leverage | The ratio of total debt to total stockholders’ equity | COMPUSTAT |
Liquidity | The ratio of current assets to current liability | COMPUSTAT |
Variable | Mean | S.D. |
---|---|---|
1. Energy productivity | 13.40 | 23.03 |
2. Carbon productivity | 15.65 | 22.79 |
3. Water productivity | 13.77 | 23.44 |
4. Waste productivity | 10.50 | 20.38 |
5. Customer satisfaction | 76.35 | 5.37 |
6. ROA | 0.06 | 0.05 |
7. ROIC | 0.12 | 0.25 |
8. Industry Munificence | 1.09 | 0.12 |
9. Industry | 15.26 | 8.74 |
10. Company size | 48915 | 65867 |
11. Capital intensity | 0.09 | 0.10 |
12. Leverage | 0.68 | 9.75 |
13. Liquidity | 1.68 | 1.51 |
Variable | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1. Energy productivity | 1.00 | ||||||||||||
2. Carbon productivity | 0.81* | 1.00 | |||||||||||
3. Water productivity | 0.71* | 0.75* | 1.00 | ||||||||||
4. Waste productivity | 0.63* | 0.64* | 0.61* | 1.00 | |||||||||
5. Customer satisfaction | −0.15* | −0.14* | −0.10 | 0.00 | 1.00 | ||||||||
6. ROA | 0.13* | 0.12 | 0.07 | 0.08 | 0.13* | 1.00 | |||||||
7. ROIC | 0.01 | 0.01 | −0.01 | 0.01 | 0.12 | 0.44* | 1.00 | ||||||
8. Industry Munificence | −0.14* | −0.16* | −0.14* | −0.13* | 0.09 | 0.01 | 0.15* | 1.00 | |||||
9. Industry | 0.03 | 0.07 | 0.06 | 0.05 | −0.22* | −0.33* | −0.21* | −0.22* | 1.00 | ||||
10. Company size | 0.02 | 0.08 | 0.10 | 0.02 | −0.13* | 0.05 | −0.02 | 0.09 | −0.14* | 1.00 | |||
11. Capital intensity | −0.03 | 0.02 | 0.04 | 0.04 | −0.12* | −0.29* | −0.16* | −0.25* | −0.74* | −0.25* | 1.00 | ||
12. Leverage | −0.13* | −0.11 | −0.08 | −0.12* | −0.02 | −0.13* | −0.07 | 0.06 | 0.00 | 0.03 | 0.04 | 1.00 | |
13. Liquidity | 0.06 | −0.02 | −0.04 | −0.06 | −0.22* | 0.02 | −0.04 | 0.23* | −0.10 | 0.03 | −0.23* | 0.00 | 1.00 |
Fornell–Larcker Criterion | ||||||
---|---|---|---|---|---|---|
CR | AVE | Customer Satisfaction | EP*Munificence | Environmental Performance | Profitability | |
Customer satisfaction | SIC | SIC | SIC | |||
EP*Munificence | 0.941 | 0.801 | −0.059 | 0.869 | ||
Environmental performance | 0.924 | 0.755 | −0.136 | −0.326 | 0.869 | |
Profitability | 0.829 | 0.711 | 0.148 | −0.142 | 0.091 | 0.843 |
Path Coefficient | t Value | p-Value | ||
---|---|---|---|---|
H1: | Environmental performance → Customer satisfaction | −0.182 | 2.412 | 0.016 |
H2: | Customer satisfaction → Profitability | 0.084 | 1.678 | 0.093 |
H3: | EP * Munificence → Customer satisfaction | −0.207 | 1.340 | 0.180 |
Environmental performance → Profitability | 0.107 | 1.391 | 0.164 | |
Industry → Profitability | −0.257 | 2.513 | 0.012 | |
Company Size → Profitability | −0.029 | 0.598 | 0.550 | |
Capital intensity → Profitability | −0.091 | 1.090 | 0.276 | |
Leverage → Profitability | −0.107 | 1.139 | 0.255 | |
Liquidity → Profitability | −0.030 | 0.455 | 0.649 | |
Munificence → Customer satisfaction | −0.021 | 0.238 | 0.812 |
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De Mendonca, T.R.; Zhou, Y. Environmental Performance, Customer Satisfaction, and Profitability: A Study among Large U.S. Companies. Sustainability 2019, 11, 5418. https://doi.org/10.3390/su11195418
De Mendonca TR, Zhou Y. Environmental Performance, Customer Satisfaction, and Profitability: A Study among Large U.S. Companies. Sustainability. 2019; 11(19):5418. https://doi.org/10.3390/su11195418
Chicago/Turabian StyleDe Mendonca, Taryn Renatta, and Yan Zhou. 2019. "Environmental Performance, Customer Satisfaction, and Profitability: A Study among Large U.S. Companies" Sustainability 11, no. 19: 5418. https://doi.org/10.3390/su11195418
APA StyleDe Mendonca, T. R., & Zhou, Y. (2019). Environmental Performance, Customer Satisfaction, and Profitability: A Study among Large U.S. Companies. Sustainability, 11(19), 5418. https://doi.org/10.3390/su11195418