| Literature DB >> 31434212 |
Joaquín Cañón-de-Francia1, Concepión Garcés-Ayerbe2.
Abstract
This study provides empirical evidence related to the "it pays to be green" hypothesis. Based on information from panel data approximately 42 industrial companies during an 8-year period, we determine some of the factors and contingences that affect the fulfilment of that hypothesis. We find that a certain level of proactivity in environmental strategy design is one of the conditions that favors a positive relationship between environmental investment and financial performance. We also provide empirical evidence on how some external conditions affect this positive relationship, such as regulatory pressure from the European Union Emissions Trading System (EU ETS) and the financial crisis.Entities:
Keywords: European Union’s Emissions Trading System; contingent theory; environmental proactivity; financial crisis; financial performance
Mesh:
Year: 2019 PMID: 31434212 PMCID: PMC6719965 DOI: 10.3390/ijerph16162988
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Distribution by sector.
| Industrial Sector | No. Firms | No. Obs. |
|---|---|---|
| Oil and energy | 7 | 56 |
| Minerals, metals and processing | 5 | 40 |
| Mechanical, electrical and electronic equipment | 6 | 48 |
| Construction | 3 | 24 |
| Cement | 2 | 16 |
| Chemical and paper | 6 | 48 |
| Pharmaceutical products and biotechnology | 5 | 40 |
| Food and beverages | 6 | 48 |
| Textile and footwear | 2 | 16 |
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Source: Based on the Madrid Stock Exchange’s classification.
SDs and correlations for quantitative variables.
| Variables | Description | Mean | SD | 1 | 2 | 3 | 4 |
|---|---|---|---|---|---|---|---|
|
| Market value of firm/replacement cost of tangible assets | 1.853 | 1.055 | 1.000 | |||
|
| (environmental technology capital (ETC) accumulated by the firm in the last 5 years/size)—mean environmental investment effort (EIE) of the sector | −0.004 | 0.028 | 0.109 | 1.000 | ||
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| Dummy = 1 for each crisis years (2009–2012), or 0 for each year before the crisis (2005–2008) | 0.500 | 0.500 | −0.267 | 0.064 | 1.000 | |
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| Dummy = 1 for EU ETS firms or 0 otherwise | 0.452 | 0.498 | −0.185 | −0.106 | 0.000 | 1.000 |
Panel estimation. Hypothesis 1.
| Independent Variables | DEPENDENT VARIABLE: Tobin’s q | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Model 1 | Model 1 | Model 2 | Model 2 | Model 3 1 | ||||||
| Fixed | Random | Fixed | Random | Fixed | Random | Fixed | Random | Fixed | Random | |
| Constant | 1.873 | 1.872 | 1.523 | 1.522 | 1.873 | 2.037 | 1.523 | 1.683 | 2.173 | 2.171 |
| Environmental | 4.454 ** | 4.371 ** | 6.110 *** | 5.897 *** | 4.454 ** | 4.227 ** | 6.110 *** | 5.789 *** | 6.119 *** | 5.876 *** |
| Dummy ETS firms | - | −0.365 | - | −0.356 | ||||||
| Dummy crisis | −0.586 *** | −0.585 *** | ||||||||
| Time effects D2005 | 0.651 *** | 0.651 *** | 0.651 *** | 0.651 *** | ||||||
| D2006 | 0.944 *** | 0.943 *** | 0.944 *** | 0.943 *** | ||||||
| D2007 | 0.903 *** | 0.901 *** | 0.903 *** | 0.901 *** | ||||||
| D2008 | 0.100 | 0.099 | 0.100 | 0.098 | ||||||
| D2009 | 0.107 | 0.107 | 0.107 | 0.107 | ||||||
| D2010 | 0.147 | 0.146 | 0.147 | 0.146 | ||||||
| D2011 | 0.000 | 0.000 | 0.000 | −0.000 | ||||||
| No. observations | 336 | 336 | 336 | 336 | 336 | 336 | 336 | 336 | 336 | 336 |
|
| 0.014 | 0.014 | 0.333 | 0.333 | 0.014 | 0.014 | 0.333 | 0.333 | 0.203 | 0.203 |
| Wald χ 2 | 4.65 | 143.73 | 6.75 | 145.64 | 74.86 | |||||
| F statistic | 10.51 | 15.20 | 10.51 | 15.20 | 12.98 | |||||
| Breusch–Pagan (χ2) | 339.67 | 481.25 | 320.94 | 460.63 | 415.40 | |||||
| Hausman test (χ2) | 0.01 | 0.15 (0.70) | 0.09 (0.76) | 0.33 (0.56) | 0.14 (0.93) | |||||
| Mundlak test (χ2) | 0.02 | 0.23 | 0.18 | 0.94 | 0.23 | |||||
p-values are in parentheses. * p < 0.10, ** p < 0.05, *** p < 0.01. There is no differentiation between the one-way and two-way models for model 3. The model of the dummy crisis for the 2009–2012 period controls for time-specific effects, making estimation of individual constant terms for each time period (D2005–D2011) redundant.
Panel estimation. Hypotheses 2 and 3.
| Independent Variables | DEPENDENT VARIABLE: Tobin’s q | |||||
|---|---|---|---|---|---|---|
| Model 4 | Model 4 | Model 5 | ||||
| Fixed | Random | Fixed | Random | Fixed | Random | |
| Constant | 1.870 | 2.060 | 1.535 | 1.708 | 2.178 | 2.178 |
| Environmental | 19.168*** | 18.499 *** | 12.537 *** | 12.415 *** | 6.981 *** | 6.979 *** |
| Dummy ETS firms | - | −0.419 | - | −0.382 | ||
| Dummy crisis | −0.598 ***(0.000) | −0.600 ***(0.000) | ||||
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| EPI x dummy ETS firms | −19.080 *** | −18.230 *** | −8.454 * | −8.599 ** | ||
| EPI x dummy crisis | −3.659 | −4.303 | ||||
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| D2005 | 0.630 *** | 0.630 *** | ||||
| D2006 | 0.909 *** | 0.907 *** | ||||
| D2007 | 0.867 *** | 0.864 *** | ||||
| D2008 | 0.084 | 0.082 | ||||
| D2009 | 0.104 | 0.103 | ||||
| D2010 | 0.143 | 0.143 | ||||
| D2011 | 0.005 | 0.005 | ||||
| No. observations | 336 | 336 | 336 | 336 | 336 | 336 |
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| 0.060 | 0.060 | 0.342 | 0.341 | 0.207 | 0.207 |
| Wald χ 2 | 21.24 | 21.24 | 77.04 | |||
| F statistic | 11.07 | 15.31 | 12.69 | |||
| Breusch–Pagan (χ2) | 334.79 | 463.35 | 401.36 | |||
| Hausman test (χ2) | 0.33 | 0.17 | 1.92 | |||
| Mundlak test (χ2) | 1.59 | 0.72 | 7.54 | |||
p-values are in parentheses. * p < 0.10 ** p < 0.05 *** p < 0.01.