Data Base

Regression DB

Model

Nested Logit

Nested Logit Model
Main Low Risk Main Med Risk Interaction Negpublicity Control Negpublicity Treatment Negpublicity Low Risk Med Risk Control Treatment Interaction Treatment
* p < 0.1, ** p < 0.05, *** p < 0.01
BudgetLevel 0.001 −0.080*** −0.012 0.018 −0.069 −0.012 −0.105*** −0.095*** −0.028 −0.085***
(0.041) (0.025) (0.056) (0.092) (0.074) (0.066) (0.032) (0.032) (0.029) (0.028)
Effective 0.017*** 0.030*** 0.020*** 0.019*** 0.018*** 0.023*** 0.026*** 0.026*** 0.028*** 0.025***
(0.003) (0.002) (0.005) (0.007) (0.006) (0.005) (0.002) (0.002) (0.002) (0.002)
Socbenefit 0.023** 0.058*** 0.025* 0.030 0.018 0.044*** 0.050*** 0.049*** 0.052*** 0.049***
(0.010) (0.006) (0.015) (0.025) (0.019) (0.017) (0.008) (0.007) (0.007) (0.007)
Envbenefit 0.018*** 0.021*** 0.012** 0.021*** 0.006 0.025*** 0.026*** 0.026*** 0.016*** 0.025***
(0.003) (0.002) (0.005) (0.008) (0.007) (0.005) (0.002) (0.002) (0.002) (0.002)
Partner_NGO 0.301* −0.076 0.120 −0.609 0.812*** −0.135 −0.035 −0.052 0.063 −0.036
(0.156) (0.088) (0.215) (0.400) (0.284) (0.276) (0.119) (0.111) (0.104) (0.106)
Partner_Gov 0.236 −0.174 −0.096 0.292 −0.040 0.259 −0.218 −0.134 −0.036 −0.116
(0.186) (0.107) (0.094) (0.469) (0.130) (0.317) (0.148) (0.136) (0.125) (0.131)
first 0.038 0.040 0.044 0.070 0.024 0.043 0.043 0.071 0.045 0.058
(0.109) (0.062) (0.055) (0.080) (0.076) (0.113) (0.062) (0.079) (0.072) (0.053)
iv 1.345*** 1.821*** 1.745*** 1.780*** 1.708*** 1.381*** 1.822*** 1.774*** 1.651*** 1.708***
(0.164) (0.099) (0.087) (0.128) (0.118) (0.169) (0.099) (0.126) (0.110) (0.083)
BudgetLevel × negpublicity −0.025 −0.051 0.014
(0.024) (0.040) (0.032)
Effective × negpublicity 0.004* 0.003 0.005*
(0.002) (0.003) (0.003)
Socbenefit × negpublicity 0.012* 0.008 0.016*
(0.007) (0.011) (0.009)
Envbenefit × negpublicity 0.004* 0.002 0.005
(0.002) (0.003) (0.003)
Partner_NGO × negpublicity −0.058 0.243 −0.355***
(0.091) (0.168) (0.124)
Partner_Gov × negpublicity −0.200
(0.201)
BudgetLevel × treatment 0.002 0.053 0.049
(0.077) (0.041) (0.035)
Effective × treatment −0.007 0.007** 0.003
(0.006) (0.003) (0.003)
Socbenefit × treatment −0.031 0.017 0.003
(0.021) (0.011) (0.010)
Envbenefit × treatment −0.011 −0.009** −0.009***
(0.007) (0.003) (0.003)
Partner_NGO × treatment 0.694** −0.071 0.085
(0.342) (0.171) (0.148)
Partner_Gov × treatment −0.053 0.088 0.067
(0.395) (0.208) (0.180)
Num.Obs. 2214 11862 14076 6912 7164 2214 11862 6930 7218 14148
RMSE 0.57 0.54 0.54 0.54 0.54 0.56 0.53 0.54 0.54 0.54

Multinomial Logit

Multinomial Logit Model
Main Low Risk Main Med Risk Interaction Negpublicity Interaction NegPublicity (T = 0) Interaction NegPublicity (T = 1) Dummy MedHigh Harm Dummy MedHigh Harm (T = 0) Dummy MedHigh Harm (T = 1) Low Risk Med Risk Control Treatment Interaction
* p < 0.1, ** p < 0.05, *** p < 0.01
BudgetLevel −0.010 −0.054*** 0.005 0.030 −0.020 −0.010 −0.040 −0.003 −0.039 −0.070*** −0.067*** −0.027 −0.067***
(0.034) (0.015) (0.045) (0.069) (0.060) (0.034) (0.056) (0.043) (0.056) (0.021) (0.019) (0.019) (0.019)
Effective 0.013*** 0.017*** 0.014*** 0.014*** 0.014*** 0.013*** 0.015*** 0.012*** 0.015*** 0.015*** 0.015*** 0.017*** 0.015***
(0.002) (0.001) (0.003) (0.005) (0.004) (0.002) (0.004) (0.003) (0.004) (0.001) (0.001) (0.001) (0.001)
Socbenefit 0.019** 0.035*** 0.024** 0.030* 0.025* 0.019** 0.031** 0.012 0.031** 0.031*** 0.031*** 0.035*** 0.031***
(0.008) (0.004) (0.011) (0.016) (0.015) (0.008) (0.013) (0.011) (0.013) (0.005) (0.005) (0.005) (0.005)
Envbenefit 0.013*** 0.013*** 0.009*** 0.016*** 0.006 0.013*** 0.018*** 0.011*** 0.018*** 0.015*** 0.015*** 0.010*** 0.015***
(0.002) (0.001) (0.003) (0.005) (0.004) (0.002) (0.004) (0.003) (0.004) (0.002) (0.001) (0.001) (0.001)
Partner_NGO 0.213* −0.069 0.177 −0.485** 0.503*** 0.213* −0.152 0.429*** −0.151 −0.054 −0.063 0.016 −0.062
(0.124) (0.053) (0.163) (0.202) (0.179) (0.124) (0.203) (0.159) (0.203) (0.074) (0.069) (0.069) (0.069)
Partner_Gov 0.170 −0.135** 0.132 −0.119 −0.051 0.170 0.160 0.161 0.160 −0.162* −0.110 −0.055 −0.110
(0.146) (0.064) (0.195) (0.084) (0.083) (0.146) (0.237) (0.189) (0.237) (0.090) (0.084) (0.082) (0.084)
Out −0.640*** −1.200*** −0.458 −0.733* −0.335 −0.639*** −0.993*** −0.482* −1.004*** −1.150*** −1.120*** −1.062*** −1.125***
(0.221) (0.102) (0.299) (0.445) (0.392) (0.219) (0.376) (0.275) (0.377) (0.139) (0.131) (0.130) (0.130)
first 0.021 0.025 0.026 0.043 0.011 0.024 0.042 0.010 0.021 0.027 0.044 0.024 0.033
(0.082) (0.035) (0.032) (0.046) (0.045) (0.032) (0.046) (0.045) (0.082) (0.035) (0.046) (0.045) (0.032)
BudgetLevel × negpublicity −0.024 −0.043 −0.004
(0.020) (0.029) (0.027)
Effective × negpublicity 0.001 0.000 0.002
(0.001) (0.002) (0.002)
Socbenefit × negpublicity 0.004 0.001 0.004
(0.005) (0.007) (0.007)
Envbenefit × negpublicity 0.002 −0.000 0.002
(0.001) (0.002) (0.002)
Partner_NGO × negpublicity −0.092 0.186** −0.227***
(0.071) (0.084) (0.077)
Partner_Gov × negpublicity −0.099
(0.085)
Out × negpublicity −0.297** −0.172 −0.360**
(0.132) (0.189) (0.179)
BudgetLevel × thread_medhigh −0.044 −0.031 −0.033
(0.037) (0.060) (0.048)
Effective × thread_medhigh 0.004 −0.001 0.007**
(0.003) (0.004) (0.003)
Socbenefit × thread_medhigh 0.017* 0.000 0.029**
(0.009) (0.014) (0.012)
Envbenefit × thread_medhigh −0.001 −0.003 −0.001
(0.003) (0.004) (0.004)
Partner_NGO × thread_medhigh −0.282** 0.097 −0.511***
(0.135) (0.216) (0.177)
Partner_Gov × thread_medhigh −0.305* −0.323 −0.269
(0.160) (0.253) (0.210)
Out × thread_medhigh −0.562** −0.150 −0.787**
(0.241) (0.399) (0.312)
BudgetLevel × treatment 0.035 0.034 0.040
(0.071) (0.030) (0.027)
Effective × treatment −0.004 0.004* 0.003
(0.005) (0.002) (0.002)
Socbenefit × treatment −0.019 0.009 0.004
(0.017) (0.007) (0.007)
Envbenefit × treatment −0.007 −0.005** −0.005***
(0.005) (0.002) (0.002)
Partner_NGO × treatment 0.579** −0.029 0.078
(0.258) (0.107) (0.097)
Partner_Gov × treatment 0.001 0.054 0.054
(0.303) (0.129) (0.118)
Out × treatment 0.525 −0.111 0.067
(0.465) (0.203) (0.182)
Num.Obs. 2214 11862 14076 6912 7164 14076 6912 7164 2214 11862 6930 7218 14148
RMSE 0.56 0.54 0.54 0.54 0.54 0.54 0.54 0.54 0.56 0.53 0.54 0.54 0.54
Multinomial Logit Models (Relative Risk Ratios)
Main Low Risk Main Med Risk Interaction Negpublicity Interaction NegPublicity (T = 0) Interaction NegPublicity (T = 1) Dummy MedHigh Harm Dummy MedHigh Harm (T = 0) Dummy MedHigh Harm (T = 1) Low Risk Med Risk Control Treatment Interaction
* p < 0.1, ** p < 0.05, *** p < 0.01
BudgetLevel 0.990 0.947*** 1.005 1.030 0.980 0.990 0.961 0.997 0.962 0.932*** 0.935*** 0.974 0.936***
(0.033) (0.014) (0.045) (0.071) (0.059) (0.033) (0.054) (0.043) (0.054) (0.019) (0.018) (0.019) (0.018)
Effective 1.013*** 1.017*** 1.015*** 1.014*** 1.014*** 1.013*** 1.015*** 1.012*** 1.015*** 1.015*** 1.015*** 1.017*** 1.015***
(0.002) (0.001) (0.003) (0.005) (0.004) (0.002) (0.004) (0.003) (0.004) (0.001) (0.001) (0.001) (0.001)
Socbenefit 1.019** 1.036*** 1.024** 1.030* 1.026* 1.019** 1.031** 1.012 1.031** 1.031*** 1.031*** 1.035*** 1.031***
(0.009) (0.004) (0.011) (0.017) (0.015) (0.009) (0.014) (0.011) (0.014) (0.005) (0.005) (0.005) (0.005)
Envbenefit 1.013*** 1.013*** 1.009*** 1.016*** 1.006 1.013*** 1.018*** 1.011*** 1.018*** 1.015*** 1.015*** 1.010*** 1.015***
(0.002) (0.001) (0.003) (0.005) (0.004) (0.002) (0.004) (0.003) (0.004) (0.002) (0.001) (0.001) (0.001)
Partner_NGO 1.238* 0.933 1.194 0.615** 1.654*** 1.238* 0.859 1.536*** 0.860 0.948 0.939 1.016 0.939
(0.153) (0.050) (0.195) (0.124) (0.297) (0.153) (0.174) (0.244) (0.175) (0.070) (0.065) (0.070) (0.065)
Partner_Gov 1.185 0.873** 1.142 0.888 0.950 1.185 1.173 1.174 1.173 0.850* 0.896 0.946 0.896
(0.173) (0.056) (0.223) (0.075) (0.079) (0.173) (0.278) (0.222) (0.278) (0.077) (0.075) (0.078) (0.075)
Out 0.527*** 0.301*** 0.633 0.480* 0.716 0.528*** 0.371*** 0.617* 0.366*** 0.316*** 0.326*** 0.346*** 0.325***
(0.116) (0.031) (0.189) (0.214) (0.280) (0.116) (0.139) (0.170) (0.138) (0.044) (0.043) (0.045) (0.042)
first 1.021 1.025 1.026 1.044 1.011 1.024 1.043 1.010 1.021 1.027 1.045 1.024 1.034
(0.083) (0.036) (0.033) (0.048) (0.046) (0.033) (0.048) (0.046) (0.084) (0.036) (0.048) (0.046) (0.033)
BudgetLevel × negpublicity 0.977 0.958 0.996
(0.019) (0.028) (0.027)
Effective × negpublicity 1.001 1.000 1.002
(0.001) (0.002) (0.002)
Socbenefit × negpublicity 1.004 1.001 1.004
(0.005) (0.007) (0.007)
Envbenefit × negpublicity 1.002 1.000 1.002
(0.001) (0.002) (0.002)
Partner_NGO × negpublicity 0.912 1.205** 0.797***
(0.065) (0.101) (0.061)
Partner_Gov × negpublicity 0.905
(0.077)
Out × negpublicity 0.743** 0.842 0.698**
(0.098) (0.159) (0.125)
BudgetLevel × thread_medhigh 0.957 0.969 0.968
(0.035) (0.058) (0.046)
Effective × thread_medhigh 1.004 0.999 1.007**
(0.003) (0.004) (0.003)
Socbenefit × thread_medhigh 1.017* 1.000 1.029**
(0.009) (0.014) (0.012)
Envbenefit × thread_medhigh 0.999 0.997 0.999
(0.003) (0.004) (0.004)
Partner_NGO × thread_medhigh 0.754** 1.102 0.600***
(0.102) (0.238) (0.106)
Partner_Gov × thread_medhigh 0.737* 0.724 0.764
(0.118) (0.183) (0.161)
Out × thread_medhigh 0.570** 0.861 0.455**
(0.137) (0.344) (0.142)
BudgetLevel × treatment 1.036 1.035 1.040
(0.073) (0.031) (0.028)
Effective × treatment 0.996 1.004* 1.003
(0.005) (0.002) (0.002)
Socbenefit × treatment 0.981 1.009 1.004
(0.017) (0.007) (0.007)
Envbenefit × treatment 0.993 0.995** 0.995***
(0.005) (0.002) (0.002)
Partner_NGO × treatment 1.784** 0.971 1.081
(0.460) (0.104) (0.105)
Partner_Gov × treatment 1.001 1.056 1.056
(0.303) (0.136) (0.124)
Out × treatment 1.691 0.895 1.069
(0.786) (0.182) (0.195)
Num.Obs. 2214 11862 14076 6912 7164 14076 6912 7164 2214 11862 6930 7218 14148
RMSE 0.56 0.54 0.54 0.54 0.54 0.54 0.54 0.54 0.56 0.53 0.54 0.54 0.54

Mixed Logit

Treatment Interaction

Mixed Logit Model
Control Treatment All - Interaction Treatment Low Harm - Interaction Treatment Med Harm - Interaction Treatment
* p < 0.1, ** p < 0.05, *** p < 0.01
BudgetLevel −0.105*** −0.042* −0.106*** −0.070 −0.118***
(0.023) (0.023) (0.023) (0.068) (0.024)
Effective 0.019*** 0.024*** 0.020*** 0.022*** 0.020***
(0.002) (0.002) (0.002) (0.006) (0.002)
Socbenefit 0.038*** 0.043*** 0.039*** 0.043** 0.038***
(0.006) (0.006) (0.006) (0.017) (0.006)
Envbenefit 0.020*** 0.013*** 0.020*** 0.024*** 0.020***
(0.002) (0.002) (0.002) (0.006) (0.002)
Partner_NGO −0.117 0.028 −0.119 −0.194 −0.112
(0.089) (0.090) (0.090) (0.292) (0.094)
Partner_Gov −0.125 −0.007 −0.127 0.265 −0.188*
(0.105) (0.104) (0.105) (0.337) (0.111)
Out −3.922*** −3.982*** −4.065*** −8.406*** −3.418***
(0.569) (0.589) (0.427) (1.739) (0.435)
first 0.060 0.063 0.064 −0.001 0.063
(0.056) (0.056) (0.040) (0.106) (0.043)
BudgetLevel × treatment 0.059* 0.053 0.065*
(0.032) (0.086) (0.035)
Effective × treatment 0.003 −0.006 0.005*
(0.002) (0.007) (0.003)
Socbenefit × treatment 0.004 −0.030 0.011
(0.008) (0.022) (0.008)
Envbenefit × treatment −0.007*** −0.010 −0.007**
(0.003) (0.007) (0.003)
Partner_NGO × treatment 0.141 0.780** 0.009
(0.127) (0.368) (0.137)
Partner_Gov × treatment 0.107 0.043 0.103
(0.147) (0.418) (0.159)
Out × treatment 0.023 2.050*** −0.037
(0.233) (0.717) (0.248)
Num.Obs. 6930 7218 14148 2214 11862
RMSE 0.98 0.97 0.97 0.98 0.97

Harm Interaction

Mixed Logit Model
All - Interaction Harm Interaction Harm (T = 0) Interaction Harm (T = 1) Dummy MedHigh Harm Dummy MedHigh Harm (T = 0) Dummy MedHigh Harm (T = 1)
* p < 0.1, ** p < 0.05, *** p < 0.01
BudgetLevel −0.034 −0.190** −0.028 −0.048 −0.196*** −0.002
(0.052) (0.079) (0.070) (0.040) (0.065) (0.051)
Effective 0.020*** 0.020*** 0.017*** 0.017*** 0.021*** 0.014***
(0.004) (0.006) (0.006) (0.003) (0.005) (0.004)
Socbenefit 0.032** 0.045** 0.029 0.025** 0.047*** 0.014
(0.013) (0.020) (0.018) (0.010) (0.016) (0.013)
Envbenefit 0.011*** 0.022*** 0.005 0.017*** 0.025*** 0.014***
(0.004) (0.007) (0.006) (0.003) (0.005) (0.004)
Partner_NGO 0.227 −0.438 0.685** 0.263 −0.253 0.568***
(0.216) (0.329) (0.292) (0.167) (0.275) (0.214)
Partner_Gov 0.251 0.372 0.135 0.289 0.260 0.313
(0.248) (0.377) (0.336) (0.190) (0.310) (0.244)
Out −3.009*** −3.470*** −2.761*** −3.324*** −3.737*** −2.992***
(0.559) (0.802) (0.801) (0.500) (0.707) (0.728)
first 0.052 0.059 0.053 0.051 0.059 0.048
(0.039) (0.056) (0.056) (0.039) (0.056) (0.056)
BudgetLevel × negpublicity −0.017 0.034 −0.008
(0.022) (0.033) (0.031)
Effective × negpublicity 0.001 −0.000 0.003
(0.002) (0.002) (0.002)
Socbenefit × negpublicity 0.004 −0.003 0.006
(0.006) (0.008) (0.008)
Envbenefit × negpublicity 0.002 −0.001 0.004
(0.002) (0.003) (0.003)
Partner_NGO × negpublicity −0.124 0.139 −0.307**
(0.093) (0.138) (0.128)
Partner_Gov × negpublicity −0.147 −0.226 −0.067
(0.107) (0.159) (0.148)
Out × negpublicity −0.513*** −0.075 −0.661***
(0.168) (0.245) (0.234)
BudgetLevel × thread_medhigh −0.030 0.094 −0.050
(0.043) (0.068) (0.057)
Effective × thread_medhigh 0.005 −0.001 0.012***
(0.003) (0.005) (0.004)
Socbenefit × thread_medhigh 0.018* −0.008 0.034**
(0.011) (0.017) (0.015)
Envbenefit × thread_medhigh −0.001 −0.006 −0.001
(0.004) (0.006) (0.005)
Partner_NGO × thread_medhigh −0.367** 0.146 −0.666***
(0.180) (0.290) (0.236)
Partner_Gov × thread_medhigh −0.430** −0.456 −0.399
(0.206) (0.329) (0.270)
Out × thread_medhigh −0.950*** 0.114 −1.427***
(0.327) (0.518) (0.435)
Num.Obs. 14076 6912 7164 14076 6912 7164
RMSE 0.97 0.98 0.97 0.97 0.98 0.97

Firm Factors

Offsets Past

Mixed Logit Model
Offset Past Offset Past (T = 0) Offset Past (T = 1)
* p < 0.1, ** p < 0.05, *** p < 0.01
BudgetLevel −0.263*** −0.206*** −0.089*
(0.032) (0.040) (0.046)
Effective 0.017*** 0.014*** 0.027***
(0.002) (0.003) (0.004)
Socbenefit 0.070*** 0.049*** 0.056***
(0.008) (0.010) (0.011)
Envbenefit 0.023*** 0.014*** 0.018***
(0.003) (0.003) (0.004)
Partner_NGO 0.005 0.004 0.149
(0.118) (0.151) (0.184)
Partner_Gov −0.251* −0.151 −0.173
(0.137) (0.178) (0.205)
Out −2.402*** −3.525*** −2.604***
(0.319) (0.557) (0.563)
BudgetLevel × offsets_D 0.197*** 0.162*** 0.069
(0.038) (0.049) (0.054)
Effective × offsets_D 0.008*** 0.006* −0.003
(0.003) (0.004) (0.004)
Socbenefit × offsets_D −0.029*** −0.020 −0.022*
(0.009) (0.012) (0.013)
Envbenefit × offsets_D 0.003 0.007 −0.006
(0.003) (0.004) (0.004)
Partner_NGO × offsets_D −0.176 −0.147 −0.243
(0.143) (0.189) (0.216)
Partner_Gov × offsets_D 0.277* 0.122 0.177
(0.168) (0.223) (0.244)
Out × offsets_D −0.719*** −0.644* −1.500***
(0.261) (0.356) (0.402)
Num.Obs. 12960 6408 6552
RMSE 0.97 0.98 0.97

Offsets Future

Mixed Logit Model
Offset Future Offset Future (T = 0) Offset Future (T = 1)
* p < 0.1, ** p < 0.05, *** p < 0.01
BudgetLevel −0.600*** −0.600*** −0.627***
(0.066) (0.093) (0.103)
Effective 0.022*** 0.021** 0.036***
(0.007) (0.009) (0.011)
Socbenefit 0.076*** 0.100*** 0.053
(0.022) (0.031) (0.033)
Envbenefit 0.019** 0.012 0.024**
(0.007) (0.010) (0.011)
Partner_NGO −0.159 −0.317 0.026
(0.370) (0.496) (0.573)
Partner_Gov −0.156 −0.291 −0.024
(0.425) (0.573) (0.649)
Out −0.993 −1.291 −0.764
(0.609) (0.844) (0.887)
BudgetLevel × offsets_future_1 0.121*** 0.116*** 0.130***
(0.015) (0.021) (0.023)
Effective × offsets_future_1 0.000 −0.000 −0.002
(0.002) (0.002) (0.002)
Socbenefit × offsets_future_1 −0.008* −0.014** −0.002
(0.005) (0.007) (0.007)
Envbenefit × offsets_future_1 −0.000 0.002 −0.002
(0.002) (0.002) (0.002)
Partner_NGO × offsets_future_1 0.025 0.041 −0.003
(0.085) (0.115) (0.129)
Partner_Gov × offsets_future_1 0.019 0.038 0.002
(0.097) (0.132) (0.146)
Out × offsets_future_1 −0.613*** −0.568*** −0.751***
(0.137) (0.192) (0.204)
Num.Obs. 13986 6840 7146
RMSE 0.97 0.98 0.97

Insincere

Mixed Logit Model
AgreeInsincere Dummy AgreeInsincere Dummy (T = 0) AgreeInsincere Dummy (T = 1) AgreeInsincere AgreeInsincere (T = 0) AgreeInsincere (T = 1)
* p < 0.1, ** p < 0.05, *** p < 0.01
BudgetLevel −0.156*** −0.162*** −0.142*** 0.104*** −0.062 0.164***
(0.025) (0.035) (0.038) (0.037) (0.055) (0.055)
Effective 0.025*** 0.023*** 0.029*** 0.015*** 0.011*** 0.016***
(0.002) (0.003) (0.003) (0.003) (0.004) (0.004)
Socbenefit 0.061*** 0.058*** 0.063*** 0.005 −0.002 0.010
(0.006) (0.009) (0.009) (0.009) (0.014) (0.014)
Envbenefit 0.023*** 0.025*** 0.021*** 0.007*** 0.007 0.000
(0.002) (0.003) (0.003) (0.003) (0.005) (0.004)
Partner_NGO −0.059 −0.047 −0.032 0.059 −0.276 0.083
(0.096) (0.128) (0.146) (0.141) (0.219) (0.213)
Partner_Gov −0.099 −0.170 0.006 0.057 0.035 −0.072
(0.111) (0.152) (0.163) (0.172) (0.258) (0.249)
Out −2.656*** −1.917*** −3.176*** −2.877*** −6.529*** −5.070***
(0.336) (0.394) (0.564) (0.309) (0.707) (0.745)
BudgetLevel × insincere_D 0.138*** 0.107** 0.151***
(0.033) (0.046) (0.048)
Effective × insincere_D −0.006** −0.006* −0.006*
(0.002) (0.003) (0.004)
Socbenefit × insincere_D −0.036*** −0.036*** −0.035***
(0.008) (0.011) (0.012)
Envbenefit × insincere_D −0.012*** −0.010*** −0.014***
(0.003) (0.004) (0.004)
Partner_NGO × insincere_D 0.039 −0.099 0.107
(0.129) (0.178) (0.187)
Partner_Gov × insincere_D 0.061 0.101 −0.010
(0.149) (0.211) (0.214)
Out × insincere_D −1.928*** −2.454*** −1.214***
(0.255) (0.362) (0.350)
BudgetLevel × insincere_1 −0.071*** −0.013 −0.077***
(0.013) (0.018) (0.020)
Effective × insincere_1 0.001 0.003** 0.004**
(0.001) (0.001) (0.001)
Socbenefit × insincere_1 0.017*** 0.014*** 0.012***
(0.003) (0.005) (0.005)
Envbenefit × insincere_1 0.006*** 0.005*** 0.005***
(0.001) (0.002) (0.002)
Partner_NGO × insincere_1 −0.074 0.062 −0.023
(0.047) (0.071) (0.075)
Partner_Gov × insincere_1 −0.074 −0.056 0.022
(0.057) (0.084) (0.086)
Out × insincere_1 0.446*** 1.171*** 0.424***
(0.083) (0.147) (0.133)
Num.Obs. 14148 6930 7218 14094 6912 7182
RMSE 0.97 0.98 0.97 0.98 0.98 0.97

Relative emissions

Mixed Logit Model
Relative emissions Relative emissions (T = 0) Relative emissions (T = 1)
* p < 0.1, ** p < 0.05, *** p < 0.01
BudgetLevel −0.337*** −0.325*** −0.329***
(0.047) (0.067) (0.067)
Effective 0.012*** 0.011** 0.012**
(0.004) (0.005) (0.005)
Socbenefit 0.070*** 0.057*** 0.082***
(0.012) (0.017) (0.016)
Envbenefit 0.024*** 0.030*** 0.018***
(0.004) (0.006) (0.005)
Partner_NGO 0.230 0.054 0.414
(0.188) (0.266) (0.264)
Partner_Gov 0.065 −0.365 0.449
(0.221) (0.315) (0.315)
Out −2.550*** −2.795*** −1.975***
(0.440) (0.614) (0.622)
BudgetLevel × relemissions 0.081*** 0.067*** 0.087***
(0.014) (0.020) (0.020)
Effective × relemissions 0.003*** 0.003** 0.004**
(0.001) (0.002) (0.002)
Socbenefit × relemissions −0.010*** −0.007 −0.012**
(0.003) (0.005) (0.005)
Envbenefit × relemissions −0.002** −0.003* −0.002
(0.001) (0.002) (0.002)
Partner_NGO × relemissions −0.086 −0.057 −0.118
(0.056) (0.080) (0.078)
Partner_Gov × relemissions −0.038 0.079 −0.141
(0.066) (0.095) (0.092)
Out × relemissions −0.468*** −0.254 −0.627***
(0.113) (0.156) (0.161)
Num.Obs. 13932 6822 7110
RMSE 0.97 0.98 0.97

Emissions Factor

Mixed Logit Model
EF Bin Low Emissions High Emissions EF Continous EF Continous (T = 0) EF Continous (T = 1)
* p < 0.1, ** p < 0.05, *** p < 0.01
BudgetLevel −0.094*** −0.119*** −0.075** −0.108*** −0.105** −0.122***
(0.021) (0.029) (0.037) (0.030) (0.043) (0.044)
Effective 0.019*** 0.017*** 0.024*** 0.014*** 0.012*** 0.015***
(0.002) (0.002) (0.003) (0.002) (0.003) (0.003)
Socbenefit 0.041*** 0.037*** 0.047*** 0.034*** 0.023** 0.045***
(0.005) (0.008) (0.010) (0.008) (0.011) (0.011)
Envbenefit 0.015*** 0.017*** 0.025*** 0.011*** 0.011*** 0.011***
(0.002) (0.003) (0.004) (0.003) (0.004) (0.004)
Partner_NGO −0.005 −0.054 −0.163 −0.085 −0.049 −0.127
(0.081) (0.116) (0.148) (0.122) (0.171) (0.174)
Partner_Gov −0.055 −0.136 −0.102 −0.122 −0.106 −0.120
(0.131) (0.138) (0.179) (0.139) (0.199) (0.195)
Out −4.387*** −4.109*** −3.277*** −4.887*** −4.266*** −4.615***
(0.472) (0.564) (0.611) (0.509) (0.634) (0.744)
BudgetLevel × ef_D 0.069**
(0.034)
Effective × ef_D 0.006**
(0.003)
Socbenefit × ef_D −0.001
(0.008)
Envbenefit × ef_D 0.002
(0.003)
Partner_NGO × ef_D −0.082
(0.125)
Partner_Gov × emission_factor −0.092 0.197 −0.086 0.479
(0.476) (0.522) (0.731) (0.752)
Out × ef_D 0.172
(0.250)
first 0.102** 0.032
(0.051) (0.069)
BudgetLevel × treatment 0.049 0.091*
(0.038) (0.051)
Effective × treatment 0.004 0.005
(0.003) (0.004)
Socbenefit × treatment 0.008 −0.011
(0.010) (0.013)
Envbenefit × treatment −0.004 −0.013***
(0.003) (0.005)
Partner_NGO × treatment 0.075 0.187
(0.158) (0.206)
Partner_Gov × treatment 0.085 0.106
(0.187) (0.247)
BudgetLevel × emission_factor 0.175 0.039 0.349**
(0.115) (0.157) (0.170)
Effective × emission_factor 0.032*** 0.032*** 0.036***
(0.009) (0.012) (0.013)
Socbenefit × emission_factor 0.030 0.075* −0.011
(0.028) (0.039) (0.040)
Envbenefit × emission_factor 0.021** 0.039*** 0.007
(0.010) (0.014) (0.013)
Partner_NGO × emission_factor 0.215 −0.221 0.691
(0.456) (0.624) (0.679)
Out × emission_factor 2.320*** 0.918 2.935**
(0.843) (1.147) (1.276)
Num.Obs. 13392 8280 5112 13392 6444 6948
RMSE 0.97 0.98 0.97 0.97 0.98 0.97
Mixed Logit Models (Relative Risk Ratios)
EF Bin Low Emissions High Emissions EF Continous EF Continous (T = 0) EF Continous (T = 1)
* p < 0.1, ** p < 0.05, *** p < 0.01
BudgetLevel 0.911*** 0.888*** 0.928** 0.897*** 0.900** 0.885***
(0.019) (0.025) (0.035) (0.027) (0.039) (0.039)
Effective 1.019*** 1.017*** 1.024*** 1.014*** 1.012*** 1.015***
(0.002) (0.002) (0.003) (0.002) (0.003) (0.003)
Socbenefit 1.042*** 1.038*** 1.048*** 1.035*** 1.023** 1.046***
(0.006) (0.008) (0.010) (0.008) (0.011) (0.011)
Envbenefit 1.015*** 1.017*** 1.025*** 1.011*** 1.011*** 1.011***
(0.002) (0.003) (0.004) (0.003) (0.004) (0.004)
Partner_NGO 0.995 0.948 0.850 0.919 0.952 0.881
(0.081) (0.110) (0.126) (0.112) (0.163) (0.153)
Partner_Gov 0.946 0.873 0.903 0.885 0.900 0.887
(0.124) (0.120) (0.162) (0.123) (0.179) (0.173)
Out 0.012*** 0.016*** 0.038*** 0.008*** 0.014*** 0.010***
(0.006) (0.009) (0.023) (0.004) (0.009) (0.007)
BudgetLevel × ef_D 1.071**
(0.037)
Effective × ef_D 1.006**
(0.003)
Socbenefit × ef_D 0.999
(0.008)
Envbenefit × ef_D 1.002
(0.003)
Partner_NGO × ef_D 0.921
(0.115)
Partner_Gov × emission_factor 0.912 1.217 0.917 1.614
(0.434) (0.636) (0.670) (1.215)
Out × ef_D 1.188
(0.297)
first 1.108** 1.032
(0.057) (0.071)
BudgetLevel × treatment 1.050 1.095*
(0.040) (0.056)
Effective × treatment 1.004 1.005
(0.003) (0.004)
Socbenefit × treatment 1.008 0.989
(0.010) (0.013)
Envbenefit × treatment 0.997 0.987***
(0.003) (0.004)
Partner_NGO × treatment 1.078 1.206
(0.170) (0.249)
Partner_Gov × treatment 1.089 1.112
(0.204) (0.274)
BudgetLevel × emission_factor 1.192 1.039 1.418**
(0.137) (0.164) (0.241)
Effective × emission_factor 1.033*** 1.033*** 1.036***
(0.009) (0.013) (0.013)
Socbenefit × emission_factor 1.031 1.077* 0.989
(0.029) (0.042) (0.039)
Envbenefit × emission_factor 1.021** 1.040*** 1.007
(0.010) (0.015) (0.013)
Partner_NGO × emission_factor 1.240 0.802 1.997
(0.566) (0.500) (1.356)
Out × emission_factor 10.171*** 2.505 18.826**
(8.577) (2.874) (24.023)
Num.Obs. 13392 8280 5112 13392 6444 6948
RMSE 0.97 0.98 0.97 0.97 0.98 0.97

Firm Size

Mixed Logit Model
Interaction Num Employees Less than 100E around 100E 200+ Revenue Revenue (T = 0) Revenue (T = 1)
* p < 0.1, ** p < 0.05, *** p < 0.01
BudgetLevel −0.559*** 5.645 −0.167* −0.099*** −0.519*** −0.638*** −0.524***
(0.082) (18.493) (0.100) (0.029) (0.070) (0.096) (0.100)
Effective 0.015 0.194 0.019** 0.023*** 0.024*** 0.035*** 0.014
(0.010) (1.358) (0.008) (0.002) (0.007) (0.010) (0.010)
Socbenefit 0.019 −0.581 0.019 0.049*** 0.093*** 0.065** 0.134***
(0.031) (1.529) (0.022) (0.008) (0.023) (0.032) (0.034)
Envbenefit 0.009 −0.243 0.015* 0.023*** 0.022*** 0.031*** 0.017
(0.010) (1.789) (0.009) (0.003) (0.008) (0.011) (0.011)
Partner_NGO −0.192 30.614 −0.175 −0.163 0.284 0.676 −0.409
(0.480) (158.243) (0.393) (0.115) (0.385) (0.546) (0.552)
Partner_Gov 0.185 −37.375 0.664 −0.347** 0.147 0.625 −0.541
(0.580) (174.223) (0.474) (0.135) (0.442) (0.611) (0.641)
Out −5.906*** 5.226 −7.198*** −3.788*** −2.931*** −3.174*** −3.122***
(0.962) (207.481) (2.756) (0.501) (0.757) (1.077) (1.097)
first 0.042 7.254 0.034 0.027 0.077*
(0.049) (21.815) (0.162) (0.050) (0.042)
BudgetLevel × firm_size 0.168***
(0.028)
Effective × firm_size 0.004
(0.003)
Socbenefit × firm_size 0.008
(0.011)
Envbenefit × firm_size 0.003
(0.004)
Partner_NGO × firm_size 0.052
(0.168)
Partner_Gov × firm_size −0.111
(0.202)
Out × firm_size 0.824***
(0.295)
BudgetLevel × treatment −11.100 0.005 0.065
(31.645) (0.141) (0.041)
Effective × treatment 2.034 0.006 0.003
(3.923) (0.010) (0.003)
Socbenefit × treatment 4.222 0.019 −0.009
(5.803) (0.030) (0.010)
Envbenefit × treatment −0.059 0.018 −0.009**
(2.949) (0.012) (0.003)
Partner_NGO × treatment −9.613 0.242 0.224
(140.593) (0.548) (0.162)
Partner_Gov × treatment 57.745 −0.771 0.395**
(188.759) (0.621) (0.189)
Out × treatment −124.013 −1.492 0.354
(356.393) (1.026) (0.293)
BudgetLevel × log_revenue 0.023*** 0.027*** 0.024***
(0.004) (0.005) (0.005)
Effective × log_revenue −0.000 −0.001 0.001
(0.000) (0.001) (0.001)
Socbenefit × log_revenue −0.003** −0.001 −0.005***
(0.001) (0.002) (0.002)
Envbenefit × log_revenue −0.000 −0.001 −0.000
(0.000) (0.001) (0.001)
Partner_NGO × log_revenue −0.018 −0.042 0.022
(0.020) (0.028) (0.029)
Partner_Gov × log_revenue −0.013 −0.039 0.025
(0.023) (0.031) (0.033)
Out × log_revenue −0.057* −0.032 −0.039
(0.034) (0.046) (0.053)
Num.Obs. 10404 306 1134 8964 13446 6606 6840
RMSE 0.97 0.91 0.97 0.97 0.97 0.98 0.97
Mixed Logit Models (Relative Risk Ratios)
Interaction Num Employees Less than 100E around 100E 200+ Revenue Revenue (T = 0) Revenue (T = 1)
* p < 0.1, ** p < 0.05, *** p < 0.01
BudgetLevel 0.572*** 2.830090e+02 0.846* 0.906*** 0.595*** 0.528*** 0.592***
(0.047) (5.233585e+03) (0.084) (0.027) (0.042) (0.051) (0.059)
Effective 1.015 1.214000e+00 1.019** 1.023*** 1.024*** 1.035*** 1.014
(0.010) (1.648000e+00) (0.008) (0.002) (0.007) (0.010) (0.011)
Socbenefit 1.019 5.590000e−01 1.019 1.050*** 1.098*** 1.067** 1.143***
(0.032) (8.550000e−01) (0.022) (0.008) (0.026) (0.034) (0.039)
Envbenefit 1.009 7.840000e−01 1.015* 1.023*** 1.023*** 1.031*** 1.017
(0.010) (1.402000e+00) (0.009) (0.003) (0.008) (0.011) (0.012)
Partner_NGO 0.825 1.974971e+13 0.840 0.850 1.328 1.966 0.664
(0.396) (3.125254e+15) (0.330) (0.098) (0.512) (1.074) (0.366)
Partner_Gov 1.203 0.000000e+00 1.943 0.707** 1.158 1.867 0.582
(0.697) (0.000000e+00) (0.920) (0.096) (0.512) (1.142) (0.373)
Out 0.003*** 1.860600e+02 0.001*** 0.023*** 0.053*** 0.042*** 0.044***
(0.003) (3.860386e+04) (0.002) (0.011) (0.040) (0.045) (0.048)
first 1.043 1.414419e+03 1.034 1.027 1.081*
(0.052) (3.085510e+04) (0.168) (0.052) (0.045)
BudgetLevel × firm_size 1.183***
(0.033)
Effective × firm_size 1.004
(0.003)
Socbenefit × firm_size 1.008
(0.011)
Envbenefit × firm_size 1.003
(0.004)
Partner_NGO × firm_size 1.053
(0.177)
Partner_Gov × firm_size 0.895
(0.181)
Out × firm_size 2.279***
(0.671)
BudgetLevel × treatment 0.000000e+00 1.005 1.067
(0.000000e+00) (0.141) (0.043)
Effective × treatment 7.643000e+00 1.006 1.003
(2.998800e+01) (0.011) (0.003)
Socbenefit × treatment 6.814400e+01 1.019 0.991
(3.954460e+02) (0.031) (0.010)
Envbenefit × treatment 9.430000e−01 1.018 0.991**
(2.780000e+00) (0.012) (0.003)
Partner_NGO × treatment 0.000000e+00 1.274 1.251
(9.000000e−03) (0.698) (0.203)
Partner_Gov × treatment 1.198030e+25 0.462 1.484**
(2.261395e+27) (0.287) (0.280)
Out × treatment 0.000000e+00 0.225 1.425
(0.000000e+00) (0.231) (0.418)
BudgetLevel × log_revenue 1.023*** 1.028*** 1.025***
(0.004) (0.005) (0.005)
Effective × log_revenue 1.000 0.999 1.001
(0.000) (0.001) (0.001)
Socbenefit × log_revenue 0.997** 0.999 0.995***
(0.001) (0.002) (0.002)
Envbenefit × log_revenue 1.000 0.999 1.000
(0.000) (0.001) (0.001)
Partner_NGO × log_revenue 0.982 0.959 1.022
(0.019) (0.026) (0.029)
Partner_Gov × log_revenue 0.987 0.962 1.026
(0.022) (0.030) (0.034)
Out × log_revenue 0.945* 0.968 0.962
(0.032) (0.044) (0.051)
Num.Obs. 10404 306 1134 8964 13446 6606 6840
RMSE 0.97 0.91 0.97 0.97 0.97 0.98 0.97

Knowledge

Mixed Logit Model
knowledge
* p < 0.1, ** p < 0.05, *** p < 0.01
BudgetLevel −0.399***
(0.049)
Effective 0.025***
(0.004)
Socbenefit 0.107***
(0.013)
Envbenefit 0.030***
(0.004)
Partner_NGO 0.217
(0.201)
Partner_Gov −0.066
(0.230)
Out −1.949***
(0.458)
first 0.073*
(0.041)
BudgetLevel × knowledge_environ 0.113***
(0.017)
Effective × knowledge_environ −0.001
(0.001)
Socbenefit × knowledge_environ −0.023***
(0.004)
Envbenefit × knowledge_environ −0.005***
(0.001)
Partner_NGO × knowledge_environ −0.098
(0.069)
Partner_Gov × knowledge_environ −0.005
(0.079)
Out × knowledge_environ −0.848***
(0.127)
Num.Obs. 14148
RMSE 0.97