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 −0.258*** −0.276*** −0.355*** −0.247** −0.500*** −0.183** −0.292*** −0.241*** −0.325*** −0.262***
(0.081) (0.041) (0.086) (0.099) (0.175) (0.078) (0.047) (0.043) (0.064) (0.041)
Effective 0.023*** 0.035*** 0.027*** 0.034*** 0.013 0.026*** 0.036*** 0.032*** 0.032*** 0.033***
(0.005) (0.003) (0.007) (0.008) (0.013) (0.006) (0.003) (0.003) (0.004) (0.003)
Socbenefit 0.067*** 0.043*** 0.074*** 0.065** 0.126*** 0.055*** 0.042*** 0.045*** 0.050*** 0.045***
(0.016) (0.008) (0.022) (0.026) (0.046) (0.018) (0.010) (0.008) (0.013) (0.009)
Envbenefit 0.018*** 0.021*** 0.020*** 0.023*** 0.018 0.018*** 0.020*** 0.019*** 0.023*** 0.019***
(0.005) (0.003) (0.007) (0.008) (0.014) (0.006) (0.003) (0.003) (0.004) (0.003)
Partner_NGO 0.371 0.562*** 0.332 −0.168 0.679 0.060 0.445*** 0.369*** 0.789*** 0.359***
(0.235) (0.124) (0.305) (0.409) (0.615) (0.269) (0.154) (0.129) (0.205) (0.133)
Partner_Gov 0.112 0.469*** 0.389*** −0.538 0.449* −0.220 0.517*** 0.337** 0.373 0.325*
(0.294) (0.157) (0.138) (0.521) (0.263) (0.346) (0.195) (0.164) (0.248) (0.168)
first −0.070 −0.020 −0.024 −0.124 0.182 −0.070 −0.028 −0.117 0.185 −0.021
(0.175) (0.092) (0.081) (0.097) (0.150) (0.170) (0.094) (0.099) (0.143) (0.081)
iv 1.252*** 1.538*** 1.480*** 1.369*** 1.668*** 1.162*** 1.557*** 1.428*** 1.608*** 1.495***
(0.247) (0.132) (0.116) (0.136) (0.209) (0.232) (0.134) (0.142) (0.206) (0.118)
BudgetLevel × negpublicity 0.037 0.003 0.072
(0.035) (0.042) (0.071)
Effective × negpublicity 0.002 −0.001 0.009
(0.003) (0.003) (0.006)
Socbenefit × negpublicity −0.012 −0.009 −0.033*
(0.009) (0.011) (0.020)
Envbenefit × negpublicity 0.000 −0.002 0.003
(0.003) (0.004) (0.006)
Partner_NGO × negpublicity 0.084 0.245 0.071
(0.127) (0.177) (0.253)
Partner_Gov × negpublicity 0.410*
(0.230)
BudgetLevel × treatment −0.237* 0.033 −0.022
(0.139) (0.064) (0.056)
Effective × treatment −0.014 −0.001 −0.002
(0.009) (0.005) (0.004)
Socbenefit × treatment 0.044 0.001 0.005
(0.035) (0.018) (0.015)
Envbenefit × treatment −0.004 0.004 0.003
(0.010) (0.005) (0.005)
Partner_NGO × treatment 1.225** 0.322 0.437*
(0.590) (0.265) (0.232)
Partner_Gov × treatment 1.410** −0.118 0.085
(0.691) (0.333) (0.286)
Num.Obs. 882 4410 5292 3402 1890 882 4410 3456 1908 5364
RMSE 0.58 0.54 0.55 0.56 0.53 0.57 0.54 0.56 0.54 0.55

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 −0.226*** −0.227*** −0.177** −0.096 −0.352** −0.227*** −0.126* −0.516*** −0.127* −0.218*** −0.194*** −0.282*** −0.197***
(0.058) (0.026) (0.078) (0.095) (0.141) (0.058) (0.068) (0.126) (0.069) (0.033) (0.029) (0.041) (0.029)
Effective 0.019*** 0.023*** 0.024*** 0.033*** 0.006 0.019*** 0.026*** 0.007 0.026*** 0.024*** 0.023*** 0.020*** 0.023***
(0.004) (0.002) (0.005) (0.007) (0.009) (0.004) (0.005) (0.007) (0.005) (0.002) (0.002) (0.003) (0.002)
Socbenefit 0.056*** 0.030*** 0.073*** 0.064*** 0.092*** 0.056*** 0.055*** 0.076*** 0.055*** 0.032*** 0.034*** 0.032*** 0.034***
(0.014) (0.006) (0.018) (0.022) (0.033) (0.014) (0.017) (0.028) (0.017) (0.008) (0.007) (0.010) (0.007)
Envbenefit 0.015*** 0.014*** 0.019*** 0.024*** 0.011 0.015*** 0.018*** 0.010 0.018*** 0.014*** 0.014*** 0.014*** 0.014***
(0.004) (0.002) (0.006) (0.007) (0.010) (0.004) (0.005) (0.008) (0.005) (0.002) (0.002) (0.003) (0.002)
Partner_NGO 0.289 0.342*** 0.167 0.310 0.292 0.289 0.135 0.905** 0.134 0.286** 0.251** 0.455*** 0.249**
(0.203) (0.091) (0.273) (0.279) (0.390) (0.203) (0.242) (0.419) (0.242) (0.115) (0.103) (0.137) (0.102)
Partner_Gov 0.087 0.308*** 0.027 0.265** 0.261 0.088 −0.138 0.916* −0.137 0.354** 0.241* 0.236 0.238*
(0.241) (0.111) (0.327) (0.126) (0.172) (0.241) (0.288) (0.510) (0.288) (0.139) (0.124) (0.169) (0.123)
Out −0.364 −0.940*** 0.341 1.065* −0.739 −0.350 0.218 −1.432** 0.227 −0.720*** −0.625*** −1.228*** −0.593***
(0.337) (0.161) (0.466) (0.580) (0.775) (0.332) (0.429) (0.581) (0.432) (0.199) (0.177) (0.244) (0.176)
first −0.058 −0.024 −0.024 −0.096 0.098 −0.029 −0.098 0.087 −0.077 −0.024 −0.088 0.101 −0.021
(0.140) (0.061) (0.056) (0.070) (0.094) (0.056) (0.070) (0.095) (0.145) (0.061) (0.069) (0.093) (0.055)
BudgetLevel × negpublicity −0.023 −0.047 0.029
(0.034) (0.041) (0.059)
Effective × negpublicity −0.000 −0.004 0.006
(0.002) (0.003) (0.004)
Socbenefit × negpublicity −0.017** −0.013 −0.026*
(0.008) (0.009) (0.014)
Envbenefit × negpublicity −0.002 −0.004 0.002
(0.002) (0.003) (0.004)
Partner_NGO × negpublicity 0.073 −0.023 0.075
(0.117) (0.117) (0.160)
Partner_Gov × negpublicity 0.106
(0.140)
Out × negpublicity −0.528*** −0.740*** −0.278
(0.200) (0.246) (0.333)
BudgetLevel × thread_medhigh 0.000 −0.090 0.262**
(0.064) (0.076) (0.133)
Effective × thread_medhigh 0.004 −0.002 0.015*
(0.004) (0.006) (0.008)
Socbenefit × thread_medhigh −0.027* −0.024 −0.049
(0.015) (0.018) (0.030)
Envbenefit × thread_medhigh −0.001 −0.004 0.005
(0.005) (0.006) (0.009)
Partner_NGO × thread_medhigh 0.053 0.153 −0.487
(0.222) (0.268) (0.445)
Partner_Gov × thread_medhigh 0.220 0.497 −0.708
(0.266) (0.320) (0.543)
Out × thread_medhigh −0.593 −0.974** 0.071
(0.367) (0.471) (0.642)
BudgetLevel × treatment −0.382*** −0.028 −0.077
(0.142) (0.055) (0.050)
Effective × treatment −0.020** −0.002 −0.004
(0.009) (0.004) (0.003)
Socbenefit × treatment 0.020 −0.006 −0.003
(0.033) (0.013) (0.012)
Envbenefit × treatment −0.008 0.000 −0.000
(0.010) (0.004) (0.004)
Partner_NGO × treatment 0.762 0.144 0.216
(0.486) (0.188) (0.171)
Partner_Gov × treatment 1.053* −0.132 0.008
(0.590) (0.233) (0.210)
Out × treatment −1.738** −0.678** −0.680**
(0.717) (0.340) (0.298)
Num.Obs. 882 4410 5292 3402 1890 5292 3402 1890 882 4410 3456 1908 5364
RMSE 0.58 0.54 0.55 0.56 0.52 0.55 0.56 0.52 0.56 0.54 0.56 0.53 0.55
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 0.798*** 0.797*** 0.838** 0.908 0.703** 0.797*** 0.881* 0.597*** 0.881* 0.804*** 0.823*** 0.754*** 0.822***
(0.046) (0.021) (0.066) (0.087) (0.099) (0.046) (0.060) (0.075) (0.060) (0.027) (0.024) (0.031) (0.024)
Effective 1.019*** 1.024*** 1.024*** 1.034*** 1.006 1.019*** 1.026*** 1.007 1.026*** 1.024*** 1.024*** 1.020*** 1.024***
(0.004) (0.002) (0.006) (0.007) (0.009) (0.004) (0.005) (0.007) (0.005) (0.002) (0.002) (0.003) (0.002)
Socbenefit 1.058*** 1.030*** 1.075*** 1.067*** 1.096*** 1.058*** 1.056*** 1.079*** 1.057*** 1.032*** 1.035*** 1.033*** 1.035***
(0.015) (0.006) (0.020) (0.024) (0.036) (0.015) (0.017) (0.031) (0.017) (0.008) (0.007) (0.010) (0.007)
Envbenefit 1.015*** 1.014*** 1.020*** 1.024*** 1.011 1.015*** 1.018*** 1.010 1.018*** 1.014*** 1.014*** 1.014*** 1.014***
(0.004) (0.002) (0.006) (0.007) (0.010) (0.004) (0.005) (0.008) (0.005) (0.002) (0.002) (0.003) (0.002)
Partner_NGO 1.335 1.408*** 1.182 1.364 1.339 1.335 1.145 2.473** 1.144 1.331** 1.285** 1.576*** 1.283**
(0.272) (0.128) (0.322) (0.381) (0.522) (0.271) (0.277) (1.037) (0.277) (0.153) (0.132) (0.215) (0.131)
Partner_Gov 1.091 1.361*** 1.027 1.303** 1.298 1.092 0.871 2.500* 0.872 1.424** 1.273* 1.266 1.269*
(0.263) (0.152) (0.336) (0.164) (0.224) (0.263) (0.251) (1.275) (0.251) (0.198) (0.157) (0.214) (0.156)
Out 0.695 0.390*** 1.406 2.900* 0.477 0.705 1.243 0.239** 1.255 0.487*** 0.535*** 0.293*** 0.552***
(0.234) (0.063) (0.655) (1.681) (0.370) (0.234) (0.533) (0.139) (0.543) (0.097) (0.095) (0.072) (0.097)
first 0.944 0.977 0.976 0.909 1.103 0.971 0.906 1.091 0.926 0.976 0.916 1.107 0.980
(0.132) (0.060) (0.055) (0.064) (0.104) (0.054) (0.064) (0.103) (0.134) (0.060) (0.063) (0.103) (0.054)
BudgetLevel × negpublicity 0.978 0.955 1.030
(0.033) (0.039) (0.061)
Effective × negpublicity 1.000 0.996 1.006
(0.002) (0.003) (0.004)
Socbenefit × negpublicity 0.983** 0.987 0.974*
(0.008) (0.009) (0.014)
Envbenefit × negpublicity 0.998 0.996 1.002
(0.002) (0.003) (0.004)
Partner_NGO × negpublicity 1.076 0.977 1.078
(0.126) (0.114) (0.173)
Partner_Gov × negpublicity 1.112
(0.156)
Out × negpublicity 0.590*** 0.477*** 0.757
(0.118) (0.117) (0.252)
BudgetLevel × thread_medhigh 1.000 0.914 1.299**
(0.064) (0.069) (0.173)
Effective × thread_medhigh 1.004 0.998 1.015*
(0.004) (0.005) (0.008)
Socbenefit × thread_medhigh 0.974* 0.976 0.952
(0.015) (0.018) (0.029)
Envbenefit × thread_medhigh 0.999 0.996 1.005
(0.005) (0.006) (0.009)
Partner_NGO × thread_medhigh 1.055 1.165 0.614
(0.235) (0.313) (0.273)
Partner_Gov × thread_medhigh 1.247 1.644 0.493
(0.331) (0.527) (0.267)
Out × thread_medhigh 0.553 0.378** 1.074
(0.203) (0.178) (0.689)
BudgetLevel × treatment 0.682*** 0.972 0.926
(0.097) (0.053) (0.046)
Effective × treatment 0.980** 0.998 0.996
(0.009) (0.004) (0.003)
Socbenefit × treatment 1.020 0.994 0.997
(0.033) (0.013) (0.012)
Envbenefit × treatment 0.992 1.000 1.000
(0.009) (0.004) (0.004)
Partner_NGO × treatment 2.143 1.155 1.241
(1.041) (0.217) (0.213)
Partner_Gov × treatment 2.866* 0.877 1.008
(1.691) (0.204) (0.212)
Out × treatment 0.176** 0.507** 0.506**
(0.126) (0.172) (0.151)
Num.Obs. 882 4410 5292 3402 1890 5292 3402 1890 882 4410 3456 1908 5364
RMSE 0.58 0.54 0.55 0.56 0.52 0.55 0.56 0.52 0.56 0.54 0.56 0.53 0.55

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 −0.369*** −0.603*** −0.429*** −0.484*** −0.396***
(0.047) (0.083) (0.047) (0.146) (0.051)
Effective 0.037*** 0.032*** 0.039*** 0.053*** 0.040***
(0.004) (0.005) (0.004) (0.013) (0.004)
Socbenefit 0.053*** 0.055*** 0.058*** 0.124*** 0.047***
(0.011) (0.016) (0.011) (0.039) (0.011)
Envbenefit 0.020*** 0.022*** 0.023*** 0.033*** 0.022***
(0.004) (0.005) (0.004) (0.012) (0.004)
Partner_NGO 0.318** 0.672*** 0.300** −0.149 0.464***
(0.151) (0.226) (0.153) (0.478) (0.172)
Partner_Gov 0.497*** 0.557** 0.495*** 0.025 0.732***
(0.183) (0.263) (0.181) (0.533) (0.204)
Out −3.700*** −5.883*** −4.162*** −2.501** −5.782***
(0.616) (1.330) (0.574) (1.224) (1.025)
first −0.162* 0.109 −0.072 −0.295 −0.062
(0.095) (0.136) (0.077) (0.269) (0.085)
BudgetLevel × treatment −0.016 −0.577** −0.015
(0.065) (0.263) (0.071)
Effective × treatment −0.009* −0.037** −0.003
(0.005) (0.018) (0.005)
Socbenefit × treatment −0.013 −0.007 −0.007
(0.017) (0.052) (0.018)
Envbenefit × treatment −0.003 −0.014 −0.001
(0.006) (0.017) (0.006)
Partner_NGO × treatment 0.385 1.623 0.185
(0.262) (1.094) (0.288)
Partner_Gov × treatment 0.085 1.479 −0.184
(0.302) (1.136) (0.329)
Out × treatment −1.075** −2.065 −0.716
(0.476) (1.414) (0.545)
Num.Obs. 3456 1908 5364 882 4410
RMSE 0.97 0.96 0.97 0.96 0.96

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 −1.442*** −1.126*** −1.962*** −1.127*** −0.902*** −1.885***
(0.147) (0.148) (0.332) (0.117) (0.127) (0.329)
Effective 0.053*** 0.056*** 0.038** 0.044*** 0.048*** 0.044**
(0.010) (0.012) (0.019) (0.007) (0.009) (0.019)
Socbenefit 0.134*** 0.132*** 0.163*** 0.108*** 0.110*** 0.139***
(0.028) (0.032) (0.057) (0.020) (0.024) (0.053)
Envbenefit 0.043*** 0.045*** 0.037* 0.038*** 0.034*** 0.039**
(0.010) (0.012) (0.020) (0.007) (0.009) (0.017)
Partner_NGO −0.043 −0.403 0.834 0.112 −0.372 2.092**
(0.479) (0.577) (0.994) (0.350) (0.438) (0.997)
Partner_Gov 0.265 −0.120 1.089 0.256 −0.159 1.825*
(0.547) (0.651) (1.092) (0.397) (0.482) (1.060)
Out −4.064*** −2.366** −8.992*** −4.257*** −3.481*** −10.354***
(0.873) (0.961) (2.313) (0.733) (0.878) (2.378)
first −0.041 −0.141 0.134 −0.056 −0.161 0.144
(0.087) (0.106) (0.172) (0.086) (0.109) (0.180)
BudgetLevel × negpublicity 0.391*** 0.299*** 0.460***
(0.051) (0.056) (0.096)
Effective × negpublicity −0.005 −0.006 0.004
(0.004) (0.005) (0.008)
Socbenefit × negpublicity −0.036*** −0.034** −0.044*
(0.011) (0.014) (0.023)
Envbenefit × negpublicity −0.008** −0.009* −0.004
(0.004) (0.005) (0.008)
Partner_NGO × negpublicity 0.256 0.351 0.015
(0.206) (0.253) (0.409)
Partner_Gov × negpublicity 0.131 0.301 −0.222
(0.234) (0.288) (0.455)
Out × negpublicity −0.207 −0.687 0.465
(0.327) (0.423) (0.631)
BudgetLevel × thread_medhigh 0.692*** 0.504*** 1.112***
(0.102) (0.115) (0.247)
Effective × thread_medhigh −0.003 −0.006 0.007
(0.007) (0.008) (0.018)
Socbenefit × thread_medhigh −0.063*** −0.064** −0.081
(0.021) (0.026) (0.052)
Envbenefit × thread_medhigh −0.016** −0.012 −0.011
(0.008) (0.009) (0.017)
Partner_NGO × thread_medhigh 0.467 0.897* −1.291
(0.382) (0.485) (1.019)
Partner_Gov × thread_medhigh 0.389 0.866 −1.317
(0.432) (0.530) (1.100)
Out × thread_medhigh −0.866 −0.605 −0.946
(0.634) (0.784) (1.444)
Num.Obs. 5292 3402 1890 5292 3402 1890
RMSE 0.97 0.97 0.95 0.97 0.97 0.95

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 −0.471*** −0.352*** −0.857***
(0.057) (0.062) (0.152)
Effective 0.032*** 0.034*** 0.041***
(0.004) (0.005) (0.008)
Socbenefit 0.067*** 0.067*** 0.064***
(0.012) (0.015) (0.024)
Envbenefit 0.027*** 0.028*** 0.027***
(0.004) (0.005) (0.008)
Partner_NGO 0.370** 0.445** 0.490
(0.179) (0.214) (0.354)
Partner_Gov 0.582*** 0.611** 0.474
(0.211) (0.255) (0.416)
Out −3.637*** −4.145*** −5.297***
(0.618) (0.912) (1.653)
BudgetLevel × offsets_D 0.181** 0.077 0.486***
(0.071) (0.084) (0.160)
Effective × offsets_D −0.005 −0.002 −0.027***
(0.005) (0.007) (0.010)
Socbenefit × offsets_D −0.035** −0.033 −0.034
(0.017) (0.022) (0.030)
Envbenefit × offsets_D −0.018*** −0.020*** −0.010
(0.006) (0.008) (0.010)
Partner_NGO × offsets_D 0.078 −0.130 0.362
(0.276) (0.345) (0.504)
Partner_Gov × offsets_D −0.130 −0.225 0.200
(0.315) (0.411) (0.573)
Out × offsets_D −2.180*** −1.663*** −3.237***
(0.530) (0.633) (1.095)
Num.Obs. 4176 2736 1440
RMSE 0.97 0.97 0.96

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 −1.625*** −1.712*** −2.086***
(0.164) (0.202) (0.365)
Effective 0.055*** 0.056*** 0.039**
(0.010) (0.014) (0.016)
Socbenefit 0.146*** 0.170*** 0.115**
(0.029) (0.042) (0.053)
Envbenefit 0.054*** 0.055*** 0.051***
(0.011) (0.014) (0.018)
Partner_NGO 0.895* 1.007* 0.776
(0.460) (0.603) (0.874)
Partner_Gov 0.731 0.875 0.656
(0.520) (0.680) (0.959)
Out −2.973*** −1.001 −2.734**
(0.859) (1.031) (1.339)
BudgetLevel × offsets_future_1 0.285*** 0.321*** 0.326***
(0.035) (0.045) (0.070)
Effective × offsets_future_1 −0.003 −0.003 0.001
(0.002) (0.003) (0.004)
Socbenefit × offsets_future_1 −0.024*** −0.030*** −0.015
(0.007) (0.010) (0.013)
Envbenefit × offsets_future_1 −0.008*** −0.008** −0.007
(0.003) (0.003) (0.004)
Partner_NGO × offsets_future_1 −0.067 −0.148 0.043
(0.119) (0.161) (0.212)
Partner_Gov × offsets_future_1 −0.046 −0.106 −0.011
(0.133) (0.180) (0.239)
Out × offsets_future_1 −1.010*** −0.979*** −1.574***
(0.208) (0.261) (0.416)
Num.Obs. 5238 3348 1890
RMSE 0.96 0.97 0.95

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 −0.457*** −0.435*** −0.677*** −1.728*** −1.240*** −2.427***
(0.045) (0.058) (0.106) (0.179) (0.151) (0.418)
Effective 0.039*** 0.044*** 0.036*** 0.016* 0.024** 0.016
(0.003) (0.005) (0.006) (0.008) (0.011) (0.014)
Socbenefit 0.059*** 0.064*** 0.057*** 0.061** 0.066** 0.031
(0.010) (0.013) (0.017) (0.026) (0.031) (0.047)
Envbenefit 0.025*** 0.029*** 0.026*** 0.027*** 0.022* 0.035**
(0.003) (0.004) (0.006) (0.009) (0.011) (0.015)
Partner_NGO 0.417*** 0.355** 0.586** 0.627 −0.175 1.891**
(0.141) (0.177) (0.285) (0.445) (0.574) (0.875)
Partner_Gov 0.438*** 0.427** 0.458 1.250** 1.284** 1.260
(0.169) (0.213) (0.320) (0.516) (0.640) (0.993)
Out −3.638*** −4.190*** −5.008*** −9.495*** −8.609*** −20.171***
(0.550) (0.822) (1.252) (1.170) (1.232) (3.996)
BudgetLevel × insincere_D 0.079 0.074 0.204*
(0.069) (0.097) (0.122)
Effective × insincere_D −0.009* −0.016** −0.009
(0.005) (0.007) (0.009)
Socbenefit × insincere_D −0.017 −0.018 −0.019
(0.017) (0.023) (0.027)
Envbenefit × insincere_D −0.012* −0.014* −0.009
(0.006) (0.008) (0.010)
Partner_NGO × insincere_D 0.135 −0.070 0.352
(0.288) (0.409) (0.474)
Partner_Gov × insincere_D 0.261 0.255 0.333
(0.324) (0.439) (0.539)
Out × insincere_D −2.625*** −1.994*** −3.233***
(0.521) (0.641) (1.143)
BudgetLevel × insincere_1 0.307*** 0.220*** 0.417***
(0.038) (0.035) (0.088)
Effective × insincere_1 0.009*** 0.006** 0.011**
(0.002) (0.003) (0.005)
Socbenefit × insincere_1 −0.000 −0.003 0.010
(0.007) (0.008) (0.014)
Envbenefit × insincere_1 −0.001 0.001 −0.001
(0.002) (0.003) (0.005)
Partner_NGO × insincere_1 −0.005 0.181 −0.272
(0.121) (0.153) (0.248)
Partner_Gov × insincere_1 −0.187 −0.217 −0.182
(0.139) (0.172) (0.276)
Out × insincere_1 1.203*** 1.480*** 2.760***
(0.224) (0.261) (0.650)
Num.Obs. 5364 3456 1908 5274 3402 1872
RMSE 0.97 0.97 0.96 0.96 0.97 0.94

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 −1.487*** −1.170*** −3.269***
(0.143) (0.145) (0.765)
Effective 0.061*** 0.047*** 0.050**
(0.008) (0.008) (0.023)
Socbenefit 0.100*** 0.105*** 0.265***
(0.023) (0.028) (0.088)
Envbenefit 0.046*** 0.043*** 0.073***
(0.008) (0.009) (0.028)
Partner_NGO 0.555 0.387 2.247*
(0.349) (0.391) (1.264)
Partner_Gov 0.433 0.400 0.417
(0.390) (0.452) (1.184)
Out −4.813*** −2.585*** −13.309***
(0.862) (0.862) (4.127)
BudgetLevel × relemissions 0.331*** 0.255*** 0.689***
(0.041) (0.044) (0.177)
Effective × relemissions −0.007*** −0.001 0.004
(0.002) (0.003) (0.007)
Socbenefit × relemissions −0.017** −0.016* −0.059**
(0.008) (0.009) (0.025)
Envbenefit × relemissions −0.008*** −0.006* −0.014*
(0.003) (0.003) (0.008)
Partner_NGO × relemissions 0.018 0.025 −0.323
(0.127) (0.142) (0.412)
Partner_Gov × relemissions 0.035 0.036 0.160
(0.137) (0.160) (0.385)
Out × relemissions −0.124 −0.915*** 0.419
(0.220) (0.265) (0.690)
Num.Obs. 5184 3330 1854
RMSE 0.97 0.97 0.95

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 −0.544*** −0.445*** −0.371*** −0.696*** −0.687*** −1.016***
(0.054) (0.056) (0.100) (0.072) (0.092) (0.176)
Effective 0.038*** 0.036*** 0.038*** 0.040*** 0.045*** 0.041***
(0.004) (0.004) (0.008) (0.005) (0.007) (0.009)
Socbenefit 0.061*** 0.063*** 0.041** 0.070*** 0.070*** 0.072***
(0.010) (0.013) (0.020) (0.013) (0.018) (0.026)
Envbenefit 0.025*** 0.022*** 0.023*** 0.031*** 0.024*** 0.041***
(0.004) (0.004) (0.008) (0.005) (0.006) (0.009)
Partner_NGO 0.423*** 0.320* 0.061 0.381* 0.417 0.442
(0.146) (0.174) (0.329) (0.203) (0.256) (0.407)
Partner_Gov 0.437* 0.422** 0.389 0.445* 0.508 0.385
(0.225) (0.211) (0.358) (0.237) (0.310) (0.450)
Out −4.081*** −3.995*** −9.164*** −4.319*** −4.728*** −4.448***
(0.547) (0.588) (2.599) (0.635) (0.806) (1.431)
BudgetLevel × ef_D 0.240***
(0.077)
Effective × ef_D −0.003
(0.006)
Socbenefit × ef_D −0.025
(0.018)
Envbenefit × ef_D −0.012*
(0.006)
Partner_NGO × ef_D −0.042
(0.285)
Partner_Gov × emission_factor 0.175 0.172 −0.400 1.476
(0.930) (1.023) (1.404) (2.023)
Out × ef_D −0.623
(0.534)
first −0.092 −0.116
(0.091) (0.161)
BudgetLevel × treatment 0.011 0.045
(0.073) (0.135)
Effective × treatment −0.006 −0.005
(0.006) (0.010)
Socbenefit × treatment −0.020 −0.011
(0.019) (0.034)
Envbenefit × treatment 0.004 −0.025*
(0.006) (0.014)
Partner_NGO × treatment 0.347 0.814
(0.283) (0.621)
Partner_Gov × treatment 0.080 0.604
(0.335) (0.653)
BudgetLevel × emission_factor 1.079*** 1.125*** 1.646***
(0.231) (0.301) (0.516)
Effective × emission_factor −0.017 −0.022 −0.010
(0.016) (0.023) (0.032)
Socbenefit × emission_factor −0.083 −0.058 −0.105
(0.052) (0.070) (0.101)
Envbenefit × emission_factor −0.048** 0.001 −0.109***
(0.019) (0.026) (0.040)
Partner_NGO × emission_factor 0.308 −0.417 1.978
(0.892) (1.136) (1.995)
Out × emission_factor −2.357 4.485** −15.881***
(1.630) (2.024) (5.172)
Num.Obs. 5112 3834 1278 5112 3294 1818
RMSE 0.97 0.97 0.96 0.97 0.97 0.96
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 0.581*** 0.641*** 0.690*** 0.499*** 0.503*** 0.362***
(0.031) (0.036) (0.069) (0.036) (0.046) (0.064)
Effective 1.039*** 1.037*** 1.039*** 1.040*** 1.046*** 1.042***
(0.004) (0.004) (0.008) (0.005) (0.007) (0.009)
Socbenefit 1.063*** 1.065*** 1.042** 1.073*** 1.072*** 1.074***
(0.011) (0.014) (0.021) (0.014) (0.019) (0.028)
Envbenefit 1.025*** 1.022*** 1.023*** 1.032*** 1.024*** 1.042***
(0.004) (0.004) (0.008) (0.005) (0.006) (0.010)
Partner_NGO 1.526*** 1.377* 1.063 1.464* 1.517 1.555
(0.222) (0.240) (0.349) (0.297) (0.388) (0.633)
Partner_Gov 1.548* 1.525** 1.476 1.560* 1.662 1.470
(0.348) (0.322) (0.528) (0.370) (0.515) (0.662)
Out 0.017*** 0.018*** 0.000*** 0.013*** 0.009*** 0.012***
(0.009) (0.011) (0.000) (0.008) (0.007) (0.017)
BudgetLevel × ef_D 1.271***
(0.097)
Effective × ef_D 0.997
(0.006)
Socbenefit × ef_D 0.975
(0.018)
Envbenefit × ef_D 0.988*
(0.006)
Partner_NGO × ef_D 0.959
(0.273)
Partner_Gov × emission_factor 1.191 1.188 0.671 4.375
(1.107) (1.215) (0.941) (8.848)
Out × ef_D 0.536
(0.286)
first 0.912 0.891
(0.083) (0.144)
BudgetLevel × treatment 1.011 1.046
(0.074) (0.141)
Effective × treatment 0.994 0.995
(0.006) (0.010)
Socbenefit × treatment 0.980 0.989
(0.019) (0.034)
Envbenefit × treatment 1.004 0.975*
(0.006) (0.014)
Partner_NGO × treatment 1.415 2.257
(0.400) (1.401)
Partner_Gov × treatment 1.083 1.829
(0.363) (1.194)
BudgetLevel × emission_factor 2.940*** 3.081*** 5.186***
(0.679) (0.926) (2.676)
Effective × emission_factor 0.983 0.978 0.990
(0.016) (0.023) (0.032)
Socbenefit × emission_factor 0.920 0.943 0.900
(0.048) (0.066) (0.091)
Envbenefit × emission_factor 0.954** 1.001 0.897***
(0.018) (0.026) (0.036)
Partner_NGO × emission_factor 1.361 0.659 7.229
(1.214) (0.749) (14.423)
Out × emission_factor 0.095 88.710** 0.000***
(0.154) (179.585) (0.000)
Num.Obs. 5112 3834 1278 5112 3294 1818
RMSE 0.97 0.97 0.96 0.97 0.97 0.96

Knowledge

Mixed Logit Model
knowledge
* p < 0.1, ** p < 0.05, *** p < 0.01
BudgetLevel −1.215***
(0.117)
Effective 0.065***
(0.007)
Socbenefit 0.133***
(0.022)
Envbenefit 0.052***
(0.007)
Partner_NGO 0.605*
(0.323)
Partner_Gov 0.819**
(0.389)
Out −3.703***
(0.802)
first −0.044
(0.085)
BudgetLevel × knowledge_environ 0.295***
(0.039)
Effective × knowledge_environ −0.013***
(0.003)
Socbenefit × knowledge_environ −0.037***
(0.009)
Envbenefit × knowledge_environ −0.013***
(0.003)
Partner_NGO × knowledge_environ −0.010
(0.137)
Partner_Gov × knowledge_environ −0.121
(0.163)
Out × knowledge_environ −0.679***
(0.247)
Num.Obs. 5292
RMSE 0.97