The mean duration by respondent is: 14.87
The data collection was implemented during: 2025-07-09 14:56:25 and 2025-07-21 11:28:00
| variable | value |
|---|---|
| mean_age | 42.37 |
| mean_firmexperience | 7.73 |
| mean_workexperience | 13.77 |
| mean_experience_environ | 3.42 |
| mean_knowledge_environ | 2.09 |
| percent_women | 50.00 |
For type of industry and firm operations’ region graphs, respondents can mark more than one option
| variable | value |
|---|---|
| mean_employees | 4 |
| mean_revenue | 23,107,087,768 |
| std_revenue | 117,213,931,065 |
### Firm Environmental Actions
## Warning: Removed 252 rows containing non-finite outside the scale range
## (`stat_bin()`).
## Warning: Removed 252 rows containing non-finite outside the scale range
## (`stat_density()`).
Respondants reporting firm has pursued Strategies to address carbon emissions: 61.48 (%)
Respondents could max #3 motivations.On average, people reported 2.6 motivations out of 10 options.
| Philantropy, SDGs, responsability | Efficiency and Supply chain | Carbon management | Reputation and market differentiation | |
|---|---|---|---|---|
| Philantropy, SDGs, responsability | ||||
| Efficiency and Supply chain | -0.13*** | |||
| Carbon management | -0.03 | -0.14*** | ||
| Reputation and market differentiation | -0.04** | -0.16*** | -0.10*** |
| Philanthropy/SDGs | Efficiency | Carbon Strategy | Reputation and market differentiation | |
|---|---|---|---|---|
| Offsets (Y/N) | 0.09*** | 0.11*** | 0.20*** | 0.02 |
| Experienced backlash (Y/N) | -0.12*** | 0.17*** | 0.03* | 0.01 |
| Net Zero strategy (Y/N) | 0.07*** | 0.04** | 0.28*** | -0.03 |
| Environ monitoring by external orgs (Y/N) | -0.08* | -0.06 | 0.28*** | 0.06 |
| NegPublicity | -0.02 | 0.10*** | -0.01 | 0.16*** |
| treatment | n | proportion |
|---|---|---|
| 0 | 3456 | 0.6442953 |
| 1 | 1908 | 0.3557047 |
| block | n | proportion |
|---|---|---|
| 1 | 1800 | 0.3355705 |
| 2 | 1800 | 0.3355705 |
| 3 | 1764 | 0.3288591 |
| treatment | block | n | proportion |
|---|---|---|---|
| 0 | 1 | 1260 | 0.36 |
| 0 | 2 | 1062 | 0.31 |
| 0 | 3 | 1134 | 0.33 |
| 1 | 1 | 540 | 0.28 |
| 1 | 2 | 738 | 0.39 |
| 1 | 3 | 630 | 0.33 |
| treatment | negpublicity | n | proportion |
|---|---|---|---|
| 0 | 1 | 612 | 0.18 |
| 0 | 2 | 1512 | 0.44 |
| 0 | 3 | 1278 | 0.38 |
| 1 | 1 | 270 | 0.14 |
| 1 | 2 | 810 | 0.43 |
| 1 | 3 | 810 | 0.43 |
| negpublicity | n | proportion |
|---|---|---|
| 1 | 882 | 0.17 |
| 2 | 2322 | 0.44 |
| 3 | 2088 | 0.39 |
| treatment | mean_negpublicity |
|---|---|
| 0 | 2.20 |
| 1 | 2.29 |
| variable | mean_treat1 | mean_treat0 | diff | p_value |
|---|---|---|---|---|
| gender | 1.54 | 1.48 | 0.06 | 0.334 |
| age | 41.68 | 42.96 | -1.28 | 0.565 |
| firmexperience | 8.00 | 7.58 | 0.42 | 0.550 |
| workexperience | 13.85 | 13.72 | 0.13 | 0.870 |
| experience_environ | 2.73 | 3.80 | -1.07 | 0.055 |
| knowledge_environ | 2.00 | 2.13 | -0.13 | 0.275 |
| monitorenv_D | 0.82 | 0.65 | 0.17 | 0.215 |
| offsets_D | 0.46 | 0.39 | 0.07 | 0.281 |
| offsets_future_1 | 3.66 | 3.53 | 0.13 | 0.403 |
| netzero_D | 0.43 | 0.42 | 0.01 | 0.863 |
| insincere_1 | 3.20 | 3.51 | -0.31 | 0.046 |
| employees | 3.80 | 3.37 | 0.43 | 0.114 |
| revenue_value | 26447831933.96 | 21262718593.75 | 5185113340.21 | 0.719 |
| N | 106.00 | 192.00 | NA | NA |
Lables:
pospublicity: Select the statement that best describes whether positive publicity could benefit business partnerships, customer loyalty, and sales at the firm: (1) Little (2) Moderate (3) Significant
monitorenv: Are any outside people or organizations monitoring the environmental or sustainability efforts of the company you work at? (1) Yes (2) No
strategies_D: Has the firm you work at pursued any strategies to address its carbon emissions? (1) Yes (0) No
offsets_D: Has the firm you work at purchased carbon offsets previously to address its carbon emissions? (1) Yes (0) No
offsets future: In the future, how likely is that the firm you work at considers purchasing carbon offsets to address its carbon emissions? (1) Extremely Unlikely (2) Unlikely (3) Neutral (4) Likely (5) Extremely likely
backlashenv_D: Has the firm you work at ever faced backlash from clients related to social or environmental issues? (1) Yes (0) No
netzero_D: Does the firm you work at have Net Zero goals? (1) Yes (0) No
insincere_1: I am concerned that my organization’s efforts towards sustainability could appear insincere to the public. (1) Strongly Agree (2) Agree (3) Neither Agree nor Disagree (4) Disagree (5) Strongly Disagree
| Independent | Budget | Effective | Socbenefit | Envbenefit | Partner |
|---|---|---|---|---|---|
| age |
-122286340.896*** (20354110.73) |
0.001 (0.004) |
0.001 (0.004) |
-0.002 (0.004) |
0.002 (0.004) |
| woman |
1115565299.772** (367037996.975) |
0.013 (0.074) |
0.02 (0.075) |
0.002 (0.075) |
-0.002 (0.074) |
| workexperience |
-3861561.9 (40920994.816) |
-0.001 (0.008) |
-0.002 (0.008) |
0 (0.008) |
0 (0.008) |
| firmexperience |
-5470629.603 (37338376.828) |
0.003 (0.008) |
0.003 (0.008) |
-0.001 (0.008) |
0.001 (0.008) |
| experience_environ |
216610773.261*** (42462763.669) |
-0.002 (0.009) |
-0.002 (0.009) |
0.002 (0.009) |
-0.002 (0.009) |
| knowledge_environ |
295288384.788 (199351723.946) |
0.011 (0.04) |
0.009 (0.041) |
-0.008 (0.04) |
0.008 (0.04) |
| employees |
-211281656.679* (87770105.578) |
-0.004 (0.018) |
-0.002 (0.018) |
0.003 (0.018) |
-0.003 (0.018) |
| strategies |
1133305181.913* (556747280.701) |
0.002 (0.112) |
-0.013 (0.113) |
-0.016 (0.113) |
0.016 (0.113) |
| netzero |
1119896405.752** (388935144.911) |
-0.004 (0.078) |
-0.003 (0.079) |
0.003 (0.079) |
-0.003 (0.079) |
| offsets |
-1512872888.579** (521031195.597) |
0.042 (0.105) |
0.045 (0.106) |
-0.018 (0.106) |
0.018 (0.105) |
| N | 1260 | 1260 | 1260 | 1260 | 1260 |
Table 1: Opt-out defined as respondents that opted out at least once Table 2: Opt-out defined as respondents that opted out at twice once
| variable | mean_T0_optout | mean_T1_optout | diff_Out_T1vsT0 | mean_T0_never | mean_T1_never | diff_In_T1vsT0 | T0_InvsOut | T1_InvsOut |
|---|---|---|---|---|---|---|---|---|
| gender | 1.35 | 1.53 | 0.09 | 1.43 | 1.57 | 0.03 | 0.19 | 0.13 |
| age | 42.28 | 43.31 | 4.72 | 47.00 | 40.06 | -3.25 | 1.03 | -6.94 |
| firmexperience | 8.02 | 7.40 | 1.3 | 9.32 | 7.64 | 0.24 | -0.62 | -1.67 |
| workexperience | 14.13 | 13.56 | 2.23 | 16.36 | 13.18 | -0.37 | -0.57 | -3.18 |
| experience_environ | 1.80 | 4.61 | -0.34 | 1.45 | 3.07 | -1.54** | 2.81** | 1.62** |
| knowledge_environ | 1.91 | 2.22 | -0.32 | 1.59 | 2.11 | -0.11 | 0.31 | 0.52 |
| monitorenv_D | 0.43 | 0.74 | 0.24 | 0.67 | 0.86 | 0.12 | 0.31 | 0.19 |
| offsets_D | 0.26 | 0.43 | -0.01 | 0.25 | 0.52 | 0.08 | 0.18 | 0.27 |
| offsets_future_1 | 3.05 | 3.73 | 0.08 | 3.14 | 3.80 | 0.07 | 0.67 | 0.66 |
| netzero_D | 0.31 | 0.46 | -0.25*** | 0.06 | 0.52 | 0.06 | 0.15 | 0.46 |
| insincere_1 | 3.69 | 3.44 | 0.13 | 3.82 | 3.04 | -0.4** | -0.25** | -0.78** |
| revenue_value_millions | 2959.49 | 28610.73 | 12266.56 | 15226.05 | 29557.48 | 946.75 | 25651.25 | 14331.43 |
| N | 55.00 | 23.00 | NA | 137.00 | 83.00 | NA | NA | NA |
| variable | mean_T0_optout | mean_T1_optout | diff_Out_T1vsT0 | mean_T0_never | mean_T1_never | diff_In_T1vsT0 | T0_InvsOut | T1_InvsOut |
|---|---|---|---|---|---|---|---|---|
| gender | 1.37 | 1.51 | 0.26 | 1.62 | 1.53 | 0.02 | 0.14 | -0.09 |
| age | 43.85 | 42.68 | -2.18 | 41.67 | 41.68 | -1 | -1.16 | 0.02 |
| firmexperience | 9.14 | 7.20 | -1.39 | 7.75 | 8.02 | 0.82 | -1.94 | 0.27 |
| workexperience | 15.43 | 13.30 | 0.69 | 16.12 | 13.66 | 0.36 | -2.13 | -2.47 |
| experience_environ | 1.59 | 4.34 | -1.34*** | 0.25 | 2.94 | -1.4** | 2.75** | 2.69** |
| knowledge_environ | 1.78 | 2.22 | -0.78* | 1.00 | 2.08 | -0.13 | 0.43 | 1.08 |
| monitorenv_D | 0.33 | 0.75 | NA | NA | 0.82 | 0.07 | 0.42 | NA |
| offsets_D | 0.15 | 0.44 | -0.15** | 0.00 | 0.49 | 0.06 | 0.28 | 0.49 |
| offsets_future_1 | 2.82 | 3.71 | -0.67 | 2.14 | 3.77 | 0.06 | 0.89 | 1.62 |
| netzero_D | 0.27 | 0.46 | -0.27*** | 0.00 | 0.45 | -0.01 | 0.19 | 0.45 |
| insincere_1 | 3.78 | 3.44 | 0.36 | 4.14 | 3.13 | -0.31* | -0.34* | -1.01* |
| revenue_value_millions | 3793.49 | 25573.31 | 23440.78 | 27234.27 | 26383.63 | 810.32 | 21779.82 | -850.64 |
| N | 38.00 | 8.00 | NA | 154.00 | 98.00 | NA | NA | NA |
Excluding 1st pilot: Removes 17% of the observations, as this first group only saw the budget in total numbers rather than as a percentage of sales. In addition, the effectiveness visual was slightly adjusted after that first group.
Excluding small firms (only Medium & Large firms are analyzed): Excludes respondents working in firms with revenue below USD 1 million. In 59% of the sample, there was a survey error for this group: they could not select a budget larger than USD 1,000.
Combined exclusion: Applies both restrictions (Excluding 1st pilot + Excluding small firms).
Value 1: Philanthropy, responsibility, or supporting the SDGs Value 2: Corporate voluntary mitigation or carbon management Value 3: Reputation/brand image or market differentiation Value 4: Efficiency or aligning global and local markets Value 5: None “Other” and “I don’t know” responses are set to missing (NA)
| Base Model | NGO Treatment interaction | NGO Treat = 0 | NGO Treat = 1 | NGO Treat = 0, Dummy NegPublicy | NGO Treat = 1, Dummy NegPublicy | |
|---|---|---|---|---|---|---|
| * p < 0.1, ** p < 0.05, *** p < 0.01 | ||||||
| BudgetLevel | −51.916*** | −48.861*** | −23.451 | −87.144** | −43.623*** | −121.442*** |
| (5.400) | (6.106) | (19.318) | (34.682) | (8.369) | (26.627) | |
| Effective | 1.058*** | 1.099*** | 1.465*** | 0.284 | 1.334*** | 0.930*** |
| (0.094) | (0.106) | (0.352) | (0.464) | (0.164) | (0.246) | |
| Socbenefit | 0.517*** | 0.510*** | 1.140*** | 1.463** | 0.707*** | 0.835*** |
| (0.082) | (0.100) | (0.355) | (0.589) | (0.146) | (0.242) | |
| Envbenefit | 0.588*** | 0.559*** | 0.671** | 0.468 | 0.694*** | 0.704*** |
| (0.078) | (0.087) | (0.325) | (0.451) | (0.130) | (0.229) | |
| Partner_NGO | 0.572*** | 0.447*** | 0.128 | 1.089 | 0.366 | 0.989** |
| (0.142) | (0.166) | (0.655) | (0.981) | (0.226) | (0.425) | |
| Partner_Gov | 0.548*** | 0.535*** | −0.136 | 1.204 | 0.436* | 0.585 |
| (0.160) | (0.193) | (0.720) | (1.056) | (0.255) | (0.439) | |
| Out | −4.642*** | −2.908*** | 2.471* | −7.198** | −0.396 | −8.217*** |
| (0.718) | (0.584) | (1.473) | (2.803) | (0.595) | (2.547) | |
| sd.BudgetLevel | 79.984*** | 81.053*** | 70.601*** | 98.543*** | −77.274*** | 144.670*** |
| (7.467) | (7.292) | (8.608) | (17.125) | (9.342) | (32.357) | |
| sd.Effective | 1.260*** | 1.202*** | 1.335*** | 1.571*** | 1.159*** | 1.899*** |
| (0.125) | (0.127) | (0.179) | (0.283) | (0.153) | (0.423) | |
| sd.Socbenefit | −0.073 | −0.237 | 0.583*** | 0.255 | 0.495*** | 0.472 |
| (0.141) | (0.154) | (0.157) | (0.258) | (0.143) | (0.381) | |
| sd.Envbenefit | −0.491*** | 0.375*** | 0.846*** | −0.329 | 0.587*** | 0.432* |
| (0.112) | (0.123) | (0.162) | (0.262) | (0.147) | (0.258) | |
| sd.Partner_NGO | 0.867* | −0.583 | −0.980* | 1.258 | −1.085* | 2.277** |
| (0.508) | (0.573) | (0.558) | (0.858) | (0.563) | (0.892) | |
| sd.Partner_Gov | 0.090 | 0.164 | 0.396 | 0.179 | 1.124 | −1.300 |
| (0.850) | (0.718) | (0.843) | (1.522) | (0.722) | (1.021) | |
| sd.Out | 10.212*** | 9.533*** | 6.998*** | 13.154*** | 6.637*** | 16.676*** |
| (1.142) | (0.946) | (0.970) | (3.385) | (0.924) | (4.196) | |
| BudgetLevel × treatment | −17.301* | |||||
| (9.211) | ||||||
| Effective × treatment | −0.151 | |||||
| (0.142) | ||||||
| Socbenefit × treatment | 0.027 | |||||
| (0.172) | ||||||
| Envbenefit × treatment | 0.035 | |||||
| (0.146) | ||||||
| Partner_NGO × treatment | 0.321 | |||||
| (0.290) | ||||||
| Partner_Gov × treatment | 0.001 | |||||
| (0.332) | ||||||
| Out × treatment | −3.633*** | |||||
| (0.754) | ||||||
| BudgetLevel × negpublicity | −10.828 | 2.527 | ||||
| (8.310) | (13.436) | |||||
| Effective × negpublicity | −0.100 | 0.337* | ||||
| (0.140) | (0.199) | |||||
| Socbenefit × negpublicity | −0.231 | −0.388 | ||||
| (0.150) | (0.241) | |||||
| Envbenefit × negpublicity | −0.006 | 0.088 | ||||
| (0.139) | (0.191) | |||||
| Partner_NGO × negpublicity | 0.140 | −0.079 | ||||
| (0.280) | (0.406) | |||||
| Partner_Gov × negpublicity | 0.310 | −0.252 | ||||
| (0.313) | (0.441) | |||||
| Out × negpublicity | −1.990*** | −0.513 | ||||
| (0.655) | (0.855) | |||||
| BudgetLevel × thread_high | −10.798 | −8.335 | ||||
| (11.381) | (20.714) | |||||
| Effective × thread_high | −0.278 | 0.490 | ||||
| (0.187) | (0.304) | |||||
| Socbenefit × thread_high | −0.268 | −0.497 | ||||
| (0.217) | (0.359) | |||||
| Envbenefit × thread_high | −0.176 | 0.209 | ||||
| (0.187) | (0.310) | |||||
| Partner_NGO × thread_high | 0.086 | 0.235 | ||||
| (0.375) | (0.615) | |||||
| Partner_Gov × thread_high | 0.166 | 0.014 | ||||
| (0.436) | (0.670) | |||||
| Out × thread_high | −3.368*** | −3.107* | ||||
| (0.903) | (1.863) | |||||
| Num.Obs. | 5364 | 5364 | 3402 | 1890 | 3402 | 1890 |
| RMSE | 0.96 | 0.96 | 0.96 | 0.95 | 0.97 | 0.95 |
| Base Model | Base Model Exc.1stPilot | Base Model M&L Firms | Base Model M&L Firms Excl.1stPilot | NGO Treat | NGO Treat Exc.1stPilot | NGO Treat M&L Firms | NGO Treat M&L Firms Exc.1stPilot | |
|---|---|---|---|---|---|---|---|---|
| * p < 0.1, ** p < 0.05, *** p < 0.01 | ||||||||
| BudgetLevel | −48.199*** | −55.982*** | −59.067*** | −48.199*** | −48.861*** | −55.581*** | −44.947*** | −40.658*** |
| (6.623) | (6.230) | (7.085) | (6.623) | (6.106) | (7.298) | (6.758) | (7.379) | |
| Effective | 1.131*** | 1.175*** | 1.008*** | 1.131*** | 1.099*** | 1.255*** | 0.942*** | 1.174*** |
| (0.117) | (0.106) | (0.107) | (0.117) | (0.106) | (0.128) | (0.109) | (0.134) | |
| Socbenefit | 0.540*** | 0.521*** | 0.523*** | 0.540*** | 0.510*** | 0.558*** | 0.554*** | 0.626*** |
| (0.109) | (0.092) | (0.101) | (0.109) | (0.100) | (0.114) | (0.114) | (0.128) | |
| Envbenefit | 0.553*** | 0.591*** | 0.574*** | 0.553*** | 0.559*** | 0.658*** | 0.597*** | 0.646*** |
| (0.091) | (0.082) | (0.088) | (0.091) | (0.087) | (0.100) | (0.099) | (0.108) | |
| Partner_NGO | 0.618*** | 0.623*** | 0.592*** | 0.618*** | 0.447*** | 0.512*** | 0.423** | 0.443** |
| (0.167) | (0.153) | (0.160) | (0.167) | (0.166) | (0.191) | (0.189) | (0.201) | |
| Partner_Gov | 0.638*** | 0.602*** | 0.616*** | 0.638*** | 0.535*** | 0.576*** | 0.549** | 0.536** |
| (0.194) | (0.177) | (0.185) | (0.194) | (0.193) | (0.217) | (0.214) | (0.228) | |
| Out | −4.120*** | −4.101*** | −3.314*** | −4.120*** | −2.908*** | −2.970*** | −3.690*** | −4.107*** |
| (0.887) | (0.750) | (0.601) | (0.887) | (0.584) | (0.740) | (0.718) | (0.957) | |
| BudgetLevel × treatment | −17.301* | −7.114 | −35.371*** | −30.187** | ||||
| (9.211) | (10.588) | (11.483) | (12.932) | |||||
| Effective × treatment | −0.151 | −0.200 | 0.166 | −0.042 | ||||
| (0.142) | (0.160) | (0.172) | (0.190) | |||||
| Socbenefit × treatment | 0.027 | −0.094 | −0.128 | −0.230 | ||||
| (0.172) | (0.196) | (0.202) | (0.229) | |||||
| Envbenefit × treatment | 0.035 | −0.151 | −0.050 | −0.247 | ||||
| (0.146) | (0.166) | (0.179) | (0.201) | |||||
| Partner_NGO × treatment | 0.321 | 0.343 | 0.475 | 0.574 | ||||
| (0.290) | (0.324) | (0.353) | (0.382) | |||||
| Partner_Gov × treatment | 0.001 | 0.093 | 0.118 | 0.338 | ||||
| (0.332) | (0.372) | (0.408) | (0.439) | |||||
| Out × treatment | −3.633*** | −2.384*** | −1.134 | −1.184 | ||||
| (0.754) | (0.816) | (0.794) | (0.873) | |||||
| Num.Obs. | 3546 | 4464 | 4284 | 3546 | 5364 | 4464 | 4284 | 3546 |
| RMSE | 0.96 | 0.96 | 0.97 | 0.96 | 0.96 | 0.96 | 0.96 | 0.96 |
| Efficiency | Market | Philantrophy | Carbon management | |
|---|---|---|---|---|
| * p < 0.1, ** p < 0.05, *** p < 0.01 | ||||
| BudgetLevel | −1243.115 | −69.097*** | −64.821** | −13.938 |
| (2114.860) | (20.563) | (29.986) | (13.179) | |
| Effective | 13.149 | 1.510*** | 1.520*** | 0.906*** |
| (25.888) | (0.372) | (0.543) | (0.282) | |
| Socbenefit | 16.968 | 1.111*** | 1.049* | 0.357 |
| (27.030) | (0.314) | (0.628) | (0.271) | |
| Envbenefit | 39.018 | 0.908*** | 1.116** | 0.355 |
| (68.550) | (0.311) | (0.523) | (0.239) | |
| Partner_NGO | 6.788 | 0.592 | 0.209 | 0.663 |
| (17.601) | (0.492) | (0.731) | (0.462) | |
| Partner_Gov | 33.051 | 0.539 | 0.431 | 0.652 |
| (67.073) | (0.532) | (0.914) | (0.475) | |
| Out | 8.496 | −2.771* | −9.106** | −7.645** |
| (20.596) | (1.503) | (4.413) | (3.028) | |
| BudgetLevel × treat_motivation | 463.423 | −31.984 | 95.321** | −53.074 |
| (1584.901) | (25.797) | (43.872) | (32.870) | |
| Effective × treat_motivation | 30.995 | 0.726 | 0.396 | 0.089 |
| (53.834) | (0.441) | (0.573) | (0.433) | |
| Socbenefit × treat_motivation | 0.527 | −0.824** | −0.018 | −1.111 |
| (14.876) | (0.417) | (0.653) | (0.692) | |
| Envbenefit × treat_motivation | −41.945 | 0.288 | −0.253 | −0.442 |
| (78.949) | (0.432) | (0.502) | (0.729) | |
| Partner_NGO × treat_motivation | 8.144 | 0.741 | −0.295 | −0.904 |
| (42.372) | (0.780) | (1.138) | (1.340) | |
| Partner_Gov × treat_motivation | −27.831 | 0.703 | −0.331 | 0.282 |
| (92.343) | (0.895) | (1.341) | (1.400) | |
| Out × treat_motivation | −6.544 | −2.023 | −1.020 | −6.071* |
| (107.564) | (2.169) | (2.745) | (3.180) | |
| sd.BudgetLevel | −1713.886 | 126.099*** | 145.427*** | −55.457*** |
| (2987.002) | (28.890) | (47.714) | (19.570) | |
| sd.Effective | 41.892 | 1.167*** | 2.301*** | 0.973*** |
| (76.612) | (0.396) | (0.841) | (0.341) | |
| sd.Socbenefit | −11.742 | −0.104 | 1.585** | 0.931** |
| (19.155) | (0.476) | (0.699) | (0.362) | |
| sd.Envbenefit | 14.255 | 0.584** | 1.012*** | 0.343 |
| (23.485) | (0.271) | (0.358) | (0.349) | |
| sd.Partner_NGO | 55.481 | −0.182 | −2.811* | −0.639 |
| (100.197) | (1.583) | (1.538) | (1.090) | |
| sd.Partner_Gov | −90.396 | 1.548 | 2.262 | 0.179 |
| (163.672) | (1.371) | (1.601) | (2.701) | |
| sd.Out | 195.233 | 13.038*** | 19.714** | 11.725*** |
| (346.846) | (3.452) | (7.715) | (4.165) | |
| Num.Obs. | 540 | 1188 | 864 | 666 |
| RMSE | 0.96 | 0.95 | 0.97 | 0.96 |
| Efficiency | Market | Philantrophy | Carbon management | |
|---|---|---|---|---|
| * p < 0.1, ** p < 0.05, *** p < 0.01 | ||||
| BudgetLevel | −20.514* | −47.971*** | −47.579*** | −28.980*** |
| (12.389) | (10.420) | (9.625) | (8.888) | |
| Effective | 0.889*** | 0.804*** | 0.970*** | 0.955*** |
| (0.235) | (0.150) | (0.154) | (0.170) | |
| Socbenefit | 0.548** | 0.797*** | 0.791*** | 0.488*** |
| (0.260) | (0.175) | (0.180) | (0.189) | |
| Envbenefit | 0.700*** | 0.688*** | 0.663*** | 0.438*** |
| (0.256) | (0.147) | (0.144) | (0.147) | |
| Partner_NGO | 1.015** | 0.324 | 0.315 | 0.619** |
| (0.414) | (0.282) | (0.263) | (0.293) | |
| Partner_Gov | 1.585*** | 0.298 | 0.286 | 0.612* |
| (0.546) | (0.303) | (0.299) | (0.331) | |
| Out | −2.085* | −2.530** | −4.290*** | −1.472* |
| (1.202) | (1.023) | (1.060) | (0.819) | |
| BudgetLevel × treat_motivation | −43.696** | −4.551 | 15.113 | 4.104 |
| (20.558) | (15.236) | (13.758) | (15.713) | |
| Effective × treat_motivation | 0.811** | 0.857*** | 0.837*** | 0.115 |
| (0.348) | (0.251) | (0.245) | (0.249) | |
| Socbenefit × treat_motivation | −0.241 | −0.665*** | −0.595** | −0.354 |
| (0.399) | (0.258) | (0.265) | (0.315) | |
| Envbenefit × treat_motivation | −0.361 | −0.155 | 0.099 | −0.073 |
| (0.349) | (0.221) | (0.219) | (0.267) | |
| Partner_NGO × treat_motivation | 0.002 | 0.439 | −0.102 | −0.486 |
| (0.670) | (0.455) | (0.438) | (0.523) | |
| Partner_Gov × treat_motivation | −0.401 | 0.479 | 0.284 | −0.311 |
| (0.791) | (0.524) | (0.498) | (0.616) | |
| Out × treat_motivation | −1.061 | −1.830* | −0.881 | −5.205*** |
| (1.525) | (1.111) | (1.092) | (1.647) | |
| sd.BudgetLevel | 88.273*** | 77.927*** | 79.427*** | 65.405*** |
| (17.474) | (12.927) | (10.714) | (12.845) | |
| sd.Effective | 1.198*** | 1.135*** | 0.973*** | 0.956*** |
| (0.274) | (0.186) | (0.162) | (0.225) | |
| sd.Socbenefit | 0.355 | −0.355 | −0.414** | −0.649*** |
| (0.265) | (0.229) | (0.203) | (0.230) | |
| sd.Envbenefit | 0.870*** | −0.154 | 0.613*** | −0.130 |
| (0.227) | (0.256) | (0.143) | (0.288) | |
| sd.Partner_NGO | 1.840** | 0.198 | 0.909 | 0.490 |
| (0.753) | (1.155) | (0.677) | (0.986) | |
| sd.Partner_Gov | −1.150 | 0.111 | −0.769 | −0.784 |
| (1.039) | (1.473) | (0.862) | (0.971) | |
| sd.Out | 9.689*** | 8.928*** | 10.519*** | 3.931*** |
| (2.105) | (1.790) | (1.600) | (1.144) | |
| Num.Obs. | 1350 | 2178 | 2430 | 1602 |
| RMSE | 0.96 | 0.96 | 0.96 | 0.96 |
| Efficiency | Efficiency (Exc. 1st pilot) | Efficiency (M&L Firms) | Efficiency (M&L Firms + Exc. 1st pilot) | Market | Market (Exc. 1st pilot) | Market (M&L Firms) | Market (M&L Firms + Exc. 1st pilot) | Philantrophy | Philantrophy (Exc. 1st pilot) | Philantrophy (M&L Firms) | Philantrophy (M&L Firms +Exc.1st pilot) | Carbon management | Carbon management (Exc. 1st pilot) | Carbon management (M&L Firms) | Carbon management (M&L Firms +Exc.1st pilot) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| * p < 0.1, ** p < 0.05, *** p < 0.01 | ||||||||||||||||
| BudgetLevel | −20.514* | −1070.106 | −1537.907*** | −1228.691* | −47.971*** | −96.422*** | −189.166*** | −209.963 | −47.579*** | −56.234** | −410.257** | −2808.760*** | −28.980*** | −43.444** | −11.901 | −24.907 |
| (12.389) | (761.419) | (97.731) | (631.849) | (10.420) | (34.039) | (71.250) | (128.469) | (9.625) | (24.275) | (204.294) | (319.179) | (8.888) | (21.199) | (14.057) | (21.519) | |
| Effective | 0.889*** | 16.832 | −1.995 | 32.942** | 0.804*** | 1.812*** | 3.919*** | 12.104 | 0.970*** | 1.214*** | 4.974** | 31.365*** | 0.955*** | 1.166*** | 0.358 | 0.419 |
| (0.235) | (11.198) | (2.898) | (16.770) | (0.150) | (0.561) | (1.486) | (8.195) | (0.154) | (0.422) | (2.472) | (5.188) | (0.170) | (0.384) | (0.222) | (0.329) | |
| Socbenefit | 0.548** | 27.247*** | 43.816*** | 20.895*** | 0.797*** | 1.804*** | 3.000** | 8.978 | 0.791*** | 0.829* | 2.472 | 25.270*** | 0.488*** | 0.561 | 0.228 | 0.877* |
| (0.260) | (7.516) | (2.429) | (6.993) | (0.175) | (0.580) | (1.256) | (5.666) | (0.180) | (0.431) | (1.677) | (7.381) | (0.189) | (0.358) | (0.271) | (0.489) | |
| Envbenefit | 0.700*** | 48.851*** | 41.911*** | 50.369*** | 0.688*** | 1.305*** | 2.989** | 8.307 | 0.663*** | 0.950** | 3.872** | 20.128*** | 0.438*** | 0.450 | 0.184 | 0.397 |
| (0.256) | (18.826) | (2.958) | (11.830) | (0.147) | (0.489) | (1.214) | (5.372) | (0.144) | (0.398) | (1.932) | (4.176) | (0.147) | (0.281) | (0.226) | (0.327) | |
| Partner_NGO | 1.015** | 53.599 | 37.068*** | 41.439 | 0.324 | 0.745 | −0.347 | 4.206 | 0.315 | 0.280 | −2.046 | 1.942 | 0.619** | 0.768 | 0.416 | 0.558 |
| (0.414) | (51.378) | (10.129) | (49.963) | (0.282) | (0.623) | (1.148) | (3.581) | (0.263) | (0.648) | (1.819) | (11.742) | (0.293) | (0.534) | (0.465) | (0.662) | |
| Partner_Gov | 1.585*** | 78.315 | 32.935*** | 68.601 | 0.298 | 0.391 | 1.269 | 1.977 | 0.286 | 0.013 | −0.682 | 9.159 | 0.612* | 0.761 | 0.457 | 0.841 |
| (0.546) | (49.412) | (6.203) | (42.908) | (0.303) | (0.731) | (1.359) | (2.071) | (0.299) | (0.714) | (1.784) | (14.126) | (0.331) | (0.642) | (0.511) | (0.862) | |
| Out | −2.085* | 111.873 | −25.919 | 80.730 | −2.530** | 3.309* | 1.435 | 5.856 | −4.290*** | −5.181 | −28.117** | −281.140** | −1.472* | −1.044 | −4.104** | −5.689 |
| (1.202) | (84.549) | (45.892) | (100.346) | (1.023) | (1.752) | (3.063) | (6.352) | (1.060) | (4.271) | (13.938) | (120.702) | (0.819) | (1.990) | (1.760) | (5.825) | |
| BudgetLevel × treat_motivation | −43.696** | −445.633 | −514.508*** | 225.825 | −4.551 | 7.224 | 27.318 | −568.568 | 15.113 | 65.761** | 514.645** | 4718.722*** | 4.104 | −25.133 | −41.205 | −18.313 |
| (20.558) | (1279.210) | (170.582) | (1749.182) | (15.236) | (35.777) | (75.194) | (418.924) | (13.758) | (28.647) | (260.909) | (371.090) | (15.713) | (38.789) | (32.216) | (43.250) | |
| Effective × treat_motivation | 0.811** | 6.354 | 32.113*** | −2.773 | 0.857*** | 1.222* | 4.312** | 9.932 | 0.837*** | 0.008 | 0.847 | −1.709 | 0.115 | −0.068 | 0.234 | 0.346 |
| (0.348) | (20.798) | (7.950) | (68.738) | (0.251) | (0.698) | (2.094) | (7.002) | (0.245) | (0.421) | (1.898) | (5.572) | (0.249) | (0.534) | (0.444) | (0.647) | |
| Socbenefit × treat_motivation | −0.241 | −10.934 | −36.861*** | −8.776 | −0.665*** | −1.324** | −3.053* | −9.653 | −0.595** | −0.334 | 0.868 | −18.434** | −0.354 | −1.586* | −0.687 | −1.292 |
| (0.399) | (16.949) | (5.382) | (102.121) | (0.258) | (0.627) | (1.704) | (6.424) | (0.265) | (0.502) | (3.038) | (7.426) | (0.315) | (0.873) | (0.703) | (0.963) | |
| Envbenefit × treat_motivation | −0.361 | −43.455** | −34.599*** | −44.488 | −0.155 | 0.071 | 0.604 | 1.817 | 0.099 | −0.414 | −1.013 | −10.176** | −0.073 | −0.680 | −0.192 | −0.553 |
| (0.349) | (20.613) | (5.122) | (51.595) | (0.221) | (0.506) | (1.080) | (2.558) | (0.219) | (0.424) | (1.629) | (5.130) | (0.267) | (0.876) | (0.751) | (0.952) | |
| Partner_NGO × treat_motivation | 0.002 | −34.229 | 7.159 | −3.432 | 0.439 | 0.842 | 8.525** | 13.998 | −0.102 | −0.545 | 2.093 | −3.907 | −0.486 | −0.864 | −1.186 | −1.255 |
| (0.670) | (73.987) | (20.505) | (105.641) | (0.455) | (1.031) | (3.944) | (9.033) | (0.438) | (0.877) | (3.448) | (12.490) | (0.523) | (1.560) | (1.386) | (1.801) | |
| Partner_Gov × treat_motivation | −0.401 | −57.788 | 2.133 | −43.176 | 0.479 | 0.632 | 6.808* | 15.759 | 0.284 | −0.069 | 1.756 | 4.046 | −0.311 | 0.170 | 0.155 | −0.076 |
| (0.791) | (83.396) | (21.914) | (165.953) | (0.524) | (1.237) | (3.985) | (11.550) | (0.498) | (0.978) | (3.573) | (17.161) | (0.616) | (1.586) | (1.405) | (1.770) | |
| Out × treat_motivation | −1.061 | −142.472 | −3.553 | −47.988 | −1.830* | −7.773** | 1.818 | 3.339 | −0.881 | −1.711 | 27.207* | 50.067 | −5.205*** | −7.011* | −3.063 | −3.139 |
| (1.525) | (102.864) | (16.558) | (170.173) | (1.111) | (3.466) | (6.472) | (9.588) | (1.092) | (2.379) | (16.441) | (69.212) | (1.647) | (3.739) | (2.912) | (4.104) | |
| Num.Obs. | 1350 | 468 | 450 | 396 | 2178 | 1080 | 972 | 882 | 2430 | 702 | 702 | 576 | 1602 | 558 | 522 | 432 |
| RMSE | 0.96 | 0.94 | 0.96 | 0.94 | 0.96 | 0.94 | 0.94 | 0.93 | 0.96 | 0.97 | 0.96 | 0.96 | 0.96 | 0.96 | 0.98 | 0.97 |
| Efficiency (T = 0) | Market (T = 0) | Philantrophy (T = 0) | Carbon management (T = 0) | |
|---|---|---|---|---|
| * p < 0.1, ** p < 0.05, *** p < 0.01 | ||||
| BudgetLevel | −41.359*** | −38.968*** | −57.368*** | −49.091*** |
| (7.168) | (7.623) | (8.554) | (7.764) | |
| Effective | 1.261*** | 1.086*** | 1.215*** | 1.360*** |
| (0.141) | (0.143) | (0.143) | (0.152) | |
| Socbenefit | 0.575*** | 0.532*** | 0.597*** | 0.722*** |
| (0.124) | (0.136) | (0.135) | (0.140) | |
| Envbenefit | 0.615*** | 0.537*** | 0.616*** | 0.720*** |
| (0.110) | (0.119) | (0.121) | (0.119) | |
| Partner_NGO | 0.386* | 0.306 | 0.641*** | 0.493** |
| (0.198) | (0.214) | (0.210) | (0.207) | |
| Partner_Gov | 0.326 | 0.351 | 0.599** | 0.431* |
| (0.220) | (0.244) | (0.239) | (0.241) | |
| Out | −4.718*** | −5.239*** | −4.833*** | −4.071*** |
| (0.974) | (0.966) | (0.958) | (0.889) | |
| BudgetLevel × motivationtop_eff | −27.731* | |||
| (16.057) | ||||
| Effective × motivationtop_eff | −0.327 | |||
| (0.253) | ||||
| Socbenefit × motivationtop_eff | 0.108 | |||
| (0.326) | ||||
| Envbenefit × motivationtop_eff | 0.053 | |||
| (0.293) | ||||
| Partner_NGO × motivationtop_eff | 0.456 | |||
| (0.539) | ||||
| Partner_Gov × motivationtop_eff | 0.711 | |||
| (0.660) | ||||
| Out × motivationtop_eff | −0.190 | |||
| (1.209) | ||||
| BudgetLevel × motivationtop_market | −27.119** | |||
| (13.799) | ||||
| Effective × motivationtop_market | 0.555*** | |||
| (0.205) | ||||
| Socbenefit × motivationtop_market | 0.232 | |||
| (0.235) | ||||
| Envbenefit × motivationtop_market | 0.280 | |||
| (0.213) | ||||
| Partner_NGO × motivationtop_market | 0.471 | |||
| (0.413) | ||||
| Partner_Gov × motivationtop_market | 0.302 | |||
| (0.461) | ||||
| Out × motivationtop_market | 2.632*** | |||
| (0.987) | ||||
| BudgetLevel × motivationtop_philan | 36.228*** | |||
| (13.080) | ||||
| Effective × motivationtop_philan | −0.019 | |||
| (0.206) | ||||
| Socbenefit × motivationtop_philan | 0.037 | |||
| (0.242) | ||||
| Envbenefit × motivationtop_philan | 0.034 | |||
| (0.206) | ||||
| Partner_NGO × motivationtop_philan | −0.802* | |||
| (0.416) | ||||
| Partner_Gov × motivationtop_philan | −0.591 | |||
| (0.467) | ||||
| Out × motivationtop_philan | −0.571 | |||
| (0.976) | ||||
| BudgetLevel × motivationtop_carbon | 10.671 | |||
| (13.897) | ||||
| Effective × motivationtop_carbon | −0.456** | |||
| (0.203) | ||||
| Socbenefit × motivationtop_carbon | −0.593** | |||
| (0.257) | ||||
| Envbenefit × motivationtop_carbon | −0.561** | |||
| (0.243) | ||||
| Partner_NGO × motivationtop_carbon | 0.034 | |||
| (0.466) | ||||
| Partner_Gov × motivationtop_carbon | 0.160 | |||
| (0.488) | ||||
| Out × motivationtop_carbon | −4.020*** | |||
| (1.043) | ||||
| Num.Obs. | 3438 | 3438 | 3438 | 3438 |
| RMSE | 0.96 | 0.96 | 0.96 | 0.96 |
| Efficiency (T = 0) | Market (T = 0) | Philantrophy (T = 0) | Carbon management (T = 0) | |
|---|---|---|---|---|
| * p < 0.1, ** p < 0.05, *** p < 0.01 | ||||
| BudgetLevel | −49.145*** | −26.336*** | −62.194*** | −66.269*** |
| (8.613) | (9.266) | (13.947) | (10.048) | |
| Effective | 1.232*** | 1.092*** | 0.970*** | 1.061*** |
| (0.163) | (0.165) | (0.192) | (0.137) | |
| Socbenefit | 0.692*** | 0.653*** | 0.597*** | 0.584*** |
| (0.152) | (0.172) | (0.190) | (0.140) | |
| Envbenefit | 0.717*** | 0.478*** | 0.392** | 0.616*** |
| (0.139) | (0.148) | (0.198) | (0.120) | |
| Partner_NGO | 0.181 | 0.359 | 1.167*** | 0.352 |
| (0.241) | (0.281) | (0.386) | (0.239) | |
| Partner_Gov | 0.113 | 0.395 | 0.920** | 0.282 |
| (0.272) | (0.323) | (0.415) | (0.274) | |
| Out | −2.195*** | −4.805*** | −2.468*** | −3.535*** |
| (0.748) | (0.931) | (0.679) | (0.788) | |
| BudgetLevel × motivationg_eff | 15.052 | |||
| (11.209) | ||||
| Effective × motivationg_eff | −0.015 | |||
| (0.184) | ||||
| Socbenefit × motivationg_eff | −0.191 | |||
| (0.225) | ||||
| Envbenefit × motivationg_eff | −0.128 | |||
| (0.196) | ||||
| Partner_NGO × motivationg_eff | 0.745* | |||
| (0.382) | ||||
| Partner_Gov × motivationg_eff | 1.146** | |||
| (0.454) | ||||
| Out × motivationg_eff | −2.312** | |||
| (0.915) | ||||
| BudgetLevel × motivationg_market | −33.452*** | |||
| (11.909) | ||||
| Effective × motivationg_market | 0.257 | |||
| (0.162) | ||||
| Socbenefit × motivationg_market | −0.096 | |||
| (0.192) | ||||
| Envbenefit × motivationg_market | 0.239 | |||
| (0.179) | ||||
| Partner_NGO × motivationg_market | 0.160 | |||
| (0.369) | ||||
| Partner_Gov × motivationg_market | 0.080 | |||
| (0.418) | ||||
| Out × motivationtop_market | 0.967* | |||
| (0.519) | ||||
| BudgetLevel × motivationg_philan | 14.490 | |||
| (14.125) | ||||
| Effective × motivationg_philan | 0.186 | |||
| (0.190) | ||||
| Socbenefit × motivationg_philan | 0.032 | |||
| (0.208) | ||||
| Envbenefit × motivationg_philan | 0.315 | |||
| (0.212) | ||||
| Partner_NGO × motivationg_philan | −0.888** | |||
| (0.445) | ||||
| Partner_Gov × motivationg_philan | −0.489 | |||
| (0.481) | ||||
| Out × motivationtop_philan | −0.414 | |||
| (0.494) | ||||
| BudgetLevel × motivationg_carbon | 28.338** | |||
| (11.373) | ||||
| Effective × motivationg_carbon | 0.113 | |||
| (0.149) | ||||
| Socbenefit × motivationg_carbon | −0.153 | |||
| (0.177) | ||||
| Envbenefit × motivationg_carbon | −0.084 | |||
| (0.160) | ||||
| Partner_NGO × motivationg_carbon | 0.215 | |||
| (0.343) | ||||
| Partner_Gov × motivationg_carbon | 0.384 | |||
| (0.392) | ||||
| Out × motivationtop_carbon | −1.849*** | |||
| (0.602) | ||||
| Num.Obs. | 3456 | 3438 | 3438 | 3438 |
| RMSE | 0.96 | 0.96 | 0.97 | 0.97 |
| Efficiency | Efficiency (Exc. 1st pilot) | Efficiency (M&L Firms) | Efficiency (M&L Firms + Exc. 1st pilot) | Market | Market (Exc. 1st pilot) | Market (M&L Firms) | Market (M&L Firms + Exc. 1st pilot) | Philantrophy | Philantrophy (Exc. 1st pilot) | Philantrophy (M&L Firms) | Philantrophy (M&L Firms + Exc. 1st pilot) | Carbon management | Carbon management (Exc. 1st pilot) | Carbon management (M&L Firms) | Carbon management (M&L Firms + Exc. 1st pilot) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| * p < 0.1, ** p < 0.05, *** p < 0.01 | ||||||||||||||||
| BudgetLevel | −41.359*** | −51.553*** | −43.949*** | −64.500*** | −38.968*** | −54.512*** | −45.573*** | −44.905*** | −57.368*** | −65.710*** | −62.290*** | −55.040*** | −49.091*** | −58.273*** | −59.134*** | −53.141*** |
| (7.168) | (8.889) | (8.162) | (12.253) | (7.623) | (10.248) | (9.924) | (10.254) | (8.554) | (10.471) | (10.589) | (9.429) | (7.764) | (10.155) | (10.742) | (10.443) | |
| Effective | 1.261*** | 1.343*** | 1.027*** | 1.300*** | 1.086*** | 1.191*** | 0.775*** | 0.937*** | 1.215*** | 1.383*** | 1.106*** | 1.113*** | 1.360*** | 1.516*** | 1.286*** | 1.455*** |
| (0.141) | (0.173) | (0.143) | (0.199) | (0.143) | (0.179) | (0.148) | (0.163) | (0.143) | (0.181) | (0.160) | (0.154) | (0.152) | (0.196) | (0.184) | (0.208) | |
| Socbenefit | 0.575*** | 0.669*** | 0.625*** | 0.742*** | 0.532*** | 0.665*** | 0.532*** | 0.634*** | 0.597*** | 0.686*** | 0.689*** | 0.655*** | 0.722*** | 0.774*** | 0.782*** | 0.707*** |
| (0.124) | (0.151) | (0.144) | (0.185) | (0.136) | (0.167) | (0.160) | (0.178) | (0.135) | (0.163) | (0.158) | (0.168) | (0.140) | (0.167) | (0.170) | (0.175) | |
| Envbenefit | 0.615*** | 0.780*** | 0.587*** | 0.788*** | 0.537*** | 0.628*** | 0.479*** | 0.590*** | 0.616*** | 0.751*** | 0.568*** | 0.564*** | 0.720*** | 0.868*** | 0.796*** | 0.910*** |
| (0.110) | (0.134) | (0.117) | (0.153) | (0.119) | (0.135) | (0.133) | (0.139) | (0.121) | (0.142) | (0.133) | (0.124) | (0.119) | (0.144) | (0.146) | (0.158) | |
| Partner_NGO | 0.386* | 0.442** | 0.264 | 0.243 | 0.306 | 0.465* | 0.356 | 0.296 | 0.641*** | 0.736*** | 0.670*** | 0.665*** | 0.493** | 0.734*** | 0.539** | 0.611** |
| (0.198) | (0.221) | (0.212) | (0.251) | (0.214) | (0.255) | (0.251) | (0.260) | (0.210) | (0.249) | (0.241) | (0.236) | (0.207) | (0.252) | (0.241) | (0.264) | |
| Partner_Gov | 0.326 | 0.347 | 0.363 | 0.356 | 0.351 | 0.521* | 0.491* | 0.546* | 0.599** | 0.705** | 0.674** | 0.708** | 0.431* | 0.519* | 0.674** | 0.729** |
| (0.220) | (0.254) | (0.242) | (0.289) | (0.244) | (0.300) | (0.284) | (0.304) | (0.239) | (0.284) | (0.278) | (0.285) | (0.241) | (0.281) | (0.282) | (0.305) | |
| Out | −4.718*** | −3.303*** | −2.134*** | −2.735*** | −5.239*** | −4.777*** | −3.696*** | −4.778*** | −4.833*** | −3.538*** | −2.498*** | −2.235*** | −4.071*** | −3.356*** | −1.916** | −4.708*** |
| (0.974) | (0.910) | (0.662) | (0.968) | (0.966) | (1.121) | (0.920) | (1.149) | (0.958) | (0.932) | (0.763) | (0.839) | (0.889) | (0.938) | (0.748) | (1.140) | |
| BudgetLevel × motivationtop_eff | −27.731* | −54.257*** | −28.293 | 5.327 | ||||||||||||
| (16.057) | (20.638) | (17.217) | (21.804) | |||||||||||||
| Effective × motivationtop_eff | −0.327 | 0.119 | −0.123 | −0.037 | ||||||||||||
| (0.253) | (0.308) | (0.271) | (0.299) | |||||||||||||
| Socbenefit × motivationtop_eff | 0.108 | 0.158 | 0.190 | 0.117 | ||||||||||||
| (0.326) | (0.349) | (0.375) | (0.406) | |||||||||||||
| Envbenefit × motivationtop_eff | 0.053 | 0.032 | −0.019 | 0.119 | ||||||||||||
| (0.293) | (0.331) | (0.311) | (0.375) | |||||||||||||
| Partner_NGO × motivationtop_eff | 0.456 | 0.713 | 1.002* | 0.947 | ||||||||||||
| (0.539) | (0.653) | (0.602) | (0.723) | |||||||||||||
| Partner_Gov × motivationtop_eff | 0.711 | 1.239 | 0.907 | 1.368 | ||||||||||||
| (0.660) | (0.773) | (0.725) | (0.863) | |||||||||||||
| Out × motivationtop_eff | −0.190 | −1.137 | 1.187 | −0.022 | ||||||||||||
| (1.209) | (1.423) | (1.384) | (1.689) | |||||||||||||
| BudgetLevel × motivationtop_market | −27.119** | −8.961 | −27.889* | −17.346 | ||||||||||||
| (13.799) | (15.573) | (15.139) | (15.619) | |||||||||||||
| Effective × motivationtop_market | 0.555*** | 0.615** | 0.848*** | 0.692*** | ||||||||||||
| (0.205) | (0.243) | (0.236) | (0.243) | |||||||||||||
| Socbenefit × motivationtop_market | 0.232 | 0.162 | 0.324 | 0.092 | ||||||||||||
| (0.235) | (0.273) | (0.274) | (0.280) | |||||||||||||
| Envbenefit × motivationtop_market | 0.280 | 0.429* | 0.443* | 0.337 | ||||||||||||
| (0.213) | (0.237) | (0.237) | (0.239) | |||||||||||||
| Partner_NGO × motivationtop_market | 0.471 | 0.346 | 0.418 | 0.408 | ||||||||||||
| (0.413) | (0.465) | (0.450) | (0.465) | |||||||||||||
| Partner_Gov × motivationtop_market | 0.302 | −0.041 | 0.272 | 0.067 | ||||||||||||
| (0.461) | (0.526) | (0.521) | (0.542) | |||||||||||||
| Out × motivationtop_market | 2.632*** | 2.112* | 2.921*** | 1.799 | ||||||||||||
| (0.987) | (1.175) | (1.098) | (1.177) | |||||||||||||
| BudgetLevel × motivationtop_philan | 36.228*** | 44.078*** | 28.502* | 15.359 | ||||||||||||
| (13.080) | (15.044) | (15.076) | (15.536) | |||||||||||||
| Effective × motivationtop_philan | −0.019 | −0.273 | −0.137 | −0.167 | ||||||||||||
| (0.206) | (0.234) | (0.225) | (0.236) | |||||||||||||
| Socbenefit × motivationtop_philan | 0.037 | −0.054 | −0.199 | −0.064 | ||||||||||||
| (0.242) | (0.282) | (0.288) | (0.317) | |||||||||||||
| Envbenefit × motivationtop_philan | 0.034 | −0.069 | 0.128 | 0.227 | ||||||||||||
| (0.206) | (0.218) | (0.226) | (0.230) | |||||||||||||
| Partner_NGO × motivationtop_philan | −0.802* | −0.663 | −0.797* | −0.785 | ||||||||||||
| (0.416) | (0.474) | (0.479) | (0.487) | |||||||||||||
| Partner_Gov × motivationtop_philan | −0.591 | −0.711 | −0.376 | −0.593 | ||||||||||||
| (0.467) | (0.539) | (0.529) | (0.546) | |||||||||||||
| Out × motivationtop_philan | −0.571 | −0.927 | −2.415** | −2.221* | ||||||||||||
| (0.976) | (1.138) | (1.097) | (1.222) | |||||||||||||
| BudgetLevel × motivationtop_carbon | 10.671 | 5.713 | 20.662 | 17.997 | ||||||||||||
| (13.897) | (16.825) | (16.049) | (18.533) | |||||||||||||
| Effective × motivationtop_carbon | −0.456** | −0.480* | −0.858*** | −0.690** | ||||||||||||
| (0.203) | (0.247) | (0.258) | (0.270) | |||||||||||||
| Socbenefit × motivationtop_carbon | −0.593** | −0.374 | −0.541* | −0.193 | ||||||||||||
| (0.257) | (0.312) | (0.298) | (0.333) | |||||||||||||
| Envbenefit × motivationtop_carbon | −0.561** | −0.442 | −0.780*** | −0.776** | ||||||||||||
| (0.243) | (0.275) | (0.278) | (0.302) | |||||||||||||
| Partner_NGO × motivationtop_carbon | 0.034 | −0.418 | −0.049 | −0.377 | ||||||||||||
| (0.466) | (0.529) | (0.545) | (0.556) | |||||||||||||
| Partner_Gov × motivationtop_carbon | 0.160 | 0.207 | 0.056 | −0.110 | ||||||||||||
| (0.488) | (0.603) | (0.579) | (0.635) | |||||||||||||
| Out × motivationtop_carbon | −4.020*** | −2.979** | −3.093*** | −0.920 | ||||||||||||
| (1.043) | (1.245) | (1.129) | (1.220) | |||||||||||||
| Num.Obs. | 3438 | 2952 | 2790 | 2412 | 3438 | 2952 | 2790 | 2412 | 3438 | 2952 | 2790 | 2412 | 3438 | 2952 | 2790 | 2412 |
| RMSE | 0.96 | 0.96 | 0.97 | 0.97 | 0.96 | 0.96 | 0.97 | 0.97 | 0.96 | 0.96 | 0.97 | 0.97 | 0.96 | 0.96 | 0.97 | 0.97 |
| Motivation Continous (T = 0) | Motivation Continous (T = 0. Early) | Motivation Continous (T = 0, Late) | |
|---|---|---|---|
| * p < 0.1, ** p < 0.05, *** p < 0.01 | |||
| BudgetLevel | −2.548 | 81.065*** | −32.054* |
| (12.882) | (27.047) | (18.463) | |
| Effective | 1.048*** | 1.094** | 1.002*** |
| (0.225) | (0.442) | (0.298) | |
| Socbenefit | 0.271 | 0.148 | 0.489 |
| (0.261) | (0.422) | (0.389) | |
| Envbenefit | 0.507** | 0.249 | 0.499 |
| (0.219) | (0.352) | (0.327) | |
| Partner_NGO | −0.369 | −1.342 | 0.087 |
| (0.410) | (0.875) | (0.599) | |
| Partner_Gov | −0.221 | −0.704 | 0.121 |
| (0.476) | (0.975) | (0.677) | |
| Out | −4.436*** | −12.669*** | −7.209*** |
| (1.231) | (4.748) | (2.053) | |
| BudgetLevel × motivationcontinous3 | −18.452*** | −59.344*** | −4.238 |
| (5.208) | (13.849) | (6.978) | |
| Effective × motivationcontinous3 | 0.036 | 0.329** | 0.003 |
| (0.079) | (0.151) | (0.111) | |
| Socbenefit × motivationcontinous3 | 0.103 | 0.016 | 0.193 |
| (0.101) | (0.163) | (0.152) | |
| Envbenefit × motivationcontinous3 | 0.045 | 0.183 | 0.084 |
| (0.084) | (0.155) | (0.131) | |
| Partner_NGO × motivationcontinous3 | 0.336** | 0.841** | 0.163 |
| (0.152) | (0.362) | (0.223) | |
| Partner_Gov × motivationcontinous3 | 0.277 | 0.627 | 0.149 |
| (0.183) | (0.393) | (0.265) | |
| Out × motivationcontinous3 | 0.737* | 1.217 | 1.756*** |
| (0.397) | (0.865) | (0.650) | |
| Num.Obs. | 3366 | 1278 | 2088 |
| RMSE | 0.97 | 0.95 | 0.97 |
| Motivation Continous (T = 0) | Motivation Continous (T = 0) (Exc. 1st pilot) | Motivation Continous (T = 0) (M&L Firms) | Motivation Continous (T = 0) (M&L Firms + Exc. 1st pilot) | |
|---|---|---|---|---|
| * p < 0.1, ** p < 0.05, *** p < 0.01 | ||||
| BudgetLevel | −2.548 | −3.640 | 2.726 | −10.705 |
| (12.882) | (15.246) | (13.540) | (18.109) | |
| Effective | 1.048*** | 0.861*** | 0.607*** | 0.750*** |
| (0.225) | (0.273) | (0.212) | (0.283) | |
| Socbenefit | 0.271 | 0.521* | 0.214 | 0.605* |
| (0.261) | (0.289) | (0.265) | (0.354) | |
| Envbenefit | 0.507** | 0.465* | 0.363* | 0.469* |
| (0.219) | (0.251) | (0.219) | (0.278) | |
| Partner_NGO | −0.369 | −0.631 | −0.581 | −0.844 |
| (0.410) | (0.535) | (0.437) | (0.577) | |
| Partner_Gov | −0.221 | −0.375 | −0.169 | −0.515 |
| (0.476) | (0.573) | (0.490) | (0.624) | |
| Out | −4.436*** | −1.406 | −5.569*** | −4.379*** |
| (1.231) | (1.238) | (1.257) | (1.599) | |
| BudgetLevel × motivationcontinous3 | −18.452*** | −19.974*** | −17.169*** | −21.170*** |
| (5.208) | (6.250) | (5.280) | (6.974) | |
| Effective × motivationcontinous3 | 0.036 | 0.141 | 0.117 | 0.156 |
| (0.079) | (0.099) | (0.077) | (0.098) | |
| Socbenefit × motivationcontinous3 | 0.103 | 0.048 | 0.127 | 0.031 |
| (0.101) | (0.111) | (0.102) | (0.129) | |
| Envbenefit × motivationcontinous3 | 0.045 | 0.076 | 0.064 | 0.113 |
| (0.084) | (0.101) | (0.083) | (0.104) | |
| Partner_NGO × motivationcontinous3 | 0.336** | 0.536** | 0.411** | 0.572** |
| (0.152) | (0.212) | (0.162) | (0.227) | |
| Partner_Gov × motivationcontinous3 | 0.277 | 0.475** | 0.278 | 0.492** |
| (0.183) | (0.230) | (0.189) | (0.247) | |
| Out × motivationcontinous3 | 0.737* | 0.389 | 1.401*** | 0.718 |
| (0.397) | (0.446) | (0.401) | (0.528) | |
| Num.Obs. | 3366 | 2880 | 2736 | 2358 |
| RMSE | 0.97 | 0.97 | 0.97 | 0.97 |
| Early (T = 0) | Late (T = 0) | Early (T = 0) (Exc. 1st pilot) | Late (T = 0) (Exc. 1st pilot) | Early (T = 0) (M&L Firms) | Late (T = 0) (M&L Firms) | Early (T = 0) (M&L Firms + Exc. 1st pilot) | Late (T = 0) (M&L Firms + Exc. 1st pilot) | |
|---|---|---|---|---|---|---|---|---|
| * p < 0.1, ** p < 0.05, *** p < 0.01 | ||||||||
| BudgetLevel | 81.065*** | −32.054* | 81.065*** | −55.595** | 58.894** | −37.839** | 58.894** | −45.129* |
| (27.047) | (18.463) | (27.047) | (23.297) | (28.485) | (18.908) | (28.485) | (24.189) | |
| Effective | 1.094** | 1.002*** | 1.094** | 1.582*** | 0.670 | 0.759** | 0.670 | 0.860** |
| (0.442) | (0.298) | (0.442) | (0.440) | (0.433) | (0.300) | (0.433) | (0.381) | |
| Socbenefit | 0.148 | 0.489 | 0.148 | 0.614 | 0.266 | 0.160 | 0.266 | 0.650 |
| (0.422) | (0.389) | (0.422) | (0.442) | (0.547) | (0.363) | (0.547) | (0.492) | |
| Envbenefit | 0.249 | 0.499 | 0.249 | 0.516 | 0.381 | 0.399 | 0.381 | 0.254 |
| (0.352) | (0.327) | (0.352) | (0.385) | (0.379) | (0.324) | (0.379) | (0.403) | |
| Partner_NGO | −1.342 | 0.087 | −1.342 | −0.111 | −1.415* | −0.090 | −1.415* | −0.252 |
| (0.875) | (0.599) | (0.875) | (0.807) | (0.855) | (0.625) | (0.855) | (0.806) | |
| Partner_Gov | −0.704 | 0.121 | −0.704 | −0.536 | −0.750 | 0.167 | −0.750 | −0.376 |
| (0.975) | (0.677) | (0.975) | (0.930) | (0.990) | (0.696) | (0.990) | (0.907) | |
| Out | −12.669*** | −7.209*** | −12.669*** | −2.420 | −10.232*** | −5.690*** | −10.232*** | −2.545 |
| (4.748) | (2.053) | (4.748) | (2.006) | (3.710) | (1.697) | (3.710) | (2.005) | |
| BudgetLevel × motivationcontinous3 | −59.344*** | −4.238 | −59.344*** | 1.060 | −45.785*** | −0.643 | −45.785*** | −1.483 |
| (13.849) | (6.978) | (13.849) | (8.850) | (12.969) | (6.790) | (12.969) | (9.159) | |
| Effective × motivationcontinous3 | 0.329** | 0.003 | 0.329** | −0.119 | 0.405** | −0.011 | 0.405** | 0.014 |
| (0.151) | (0.111) | (0.151) | (0.141) | (0.169) | (0.107) | (0.169) | (0.134) | |
| Socbenefit × motivationcontinous3 | 0.016 | 0.193 | 0.016 | 0.182 | 0.029 | 0.241* | 0.029 | 0.233 |
| (0.163) | (0.152) | (0.163) | (0.168) | (0.203) | (0.140) | (0.203) | (0.197) | |
| Envbenefit × motivationcontinous3 | 0.183 | 0.084 | 0.183 | 0.169 | 0.109 | 0.075 | 0.109 | 0.227 |
| (0.155) | (0.131) | (0.155) | (0.154) | (0.153) | (0.124) | (0.153) | (0.174) | |
| Partner_NGO × motivationcontinous3 | 0.841** | 0.163 | 0.841** | 0.297 | 0.895** | 0.203 | 0.895** | 0.248 |
| (0.362) | (0.223) | (0.362) | (0.326) | (0.363) | (0.228) | (0.363) | (0.316) | |
| Partner_Gov × motivationcontinous3 | 0.627 | 0.149 | 0.627 | 0.514 | 0.669* | 0.143 | 0.669* | 0.389 |
| (0.393) | (0.265) | (0.393) | (0.385) | (0.400) | (0.272) | (0.400) | (0.370) | |
| Out × motivationcontinous3 | 1.217 | 1.756*** | 1.217 | 0.232 | 2.083** | 1.467*** | 2.083** | 0.380 |
| (0.865) | (0.650) | (0.865) | (0.730) | (0.937) | (0.559) | (0.937) | (0.713) | |
| Num.Obs. | 1278 | 2088 | 1278 | 1602 | 1080 | 1656 | 1080 | 1278 |
| RMSE | 0.95 | 0.97 | 0.95 | 0.96 | 0.95 | 0.97 | 0.95 | 0.96 |
| Past Offsets | Future Offsets | Strategies | Netzero | Backlash | Insincere | |
|---|---|---|---|---|---|---|
| * p < 0.1, ** p < 0.05, *** p < 0.01 | ||||||
| BudgetLevel | −60.796*** | −77.334*** | −37.333*** | −47.990*** | −47.589*** | −55.139*** |
| (8.837) | (15.127) | (8.037) | (7.334) | (6.109) | (14.044) | |
| Effective | 1.045*** | 1.322*** | 0.908*** | 0.965*** | 1.119*** | 0.528** |
| (0.139) | (0.247) | (0.135) | (0.116) | (0.110) | (0.219) | |
| Socbenefit | 0.698*** | 1.141*** | 0.581*** | 0.631*** | 0.516*** | 0.418* |
| (0.135) | (0.275) | (0.141) | (0.133) | (0.094) | (0.247) | |
| Envbenefit | 0.820*** | 1.049*** | 0.780*** | 0.703*** | 0.642*** | 0.400* |
| (0.132) | (0.232) | (0.135) | (0.111) | (0.091) | (0.230) | |
| Partner_NGO | 0.689*** | 0.901** | 0.816*** | 0.428** | 0.541*** | 0.914** |
| (0.237) | (0.458) | (0.249) | (0.202) | (0.164) | (0.463) | |
| Partner_Gov | 0.691*** | 0.617 | 0.594** | 0.334 | 0.566*** | 1.171** |
| (0.259) | (0.524) | (0.280) | (0.238) | (0.188) | (0.517) | |
| Out | −2.243*** | −0.098 | −2.591*** | −3.864*** | −4.647*** | −10.403*** |
| (0.650) | (1.155) | (0.764) | (0.826) | (0.806) | (1.466) | |
| BudgetLevel × offsets_D | 7.480 | |||||
| (10.273) | ||||||
| Effective × offsets_D | −0.167 | |||||
| (0.166) | ||||||
| Socbenefit × offsets_D | −0.347* | |||||
| (0.191) | ||||||
| Envbenefit × offsets_D | −0.506*** | |||||
| (0.176) | ||||||
| Partner_NGO × offsets_D | −0.140 | |||||
| (0.343) | ||||||
| Partner_Gov × offsets_D | −0.270 | |||||
| (0.384) | ||||||
| Out × offsets_D | −4.685*** | |||||
| (0.917) | ||||||
| BudgetLevel × offsets_future_1 | 6.136* | |||||
| (3.647) | ||||||
| Effective × offsets_future_1 | −0.087 | |||||
| (0.059) | ||||||
| Socbenefit × offsets_future_1 | −0.174** | |||||
| (0.070) | ||||||
| Envbenefit × offsets_future_1 | −0.128** | |||||
| (0.057) | ||||||
| Partner_NGO × offsets_future_1 | −0.081 | |||||
| (0.116) | ||||||
| Partner_Gov × offsets_future_1 | −0.037 | |||||
| (0.134) | ||||||
| Out × offsets_future_1 | −1.191*** | |||||
| (0.296) | ||||||
| BudgetLevel × strategies_D | −20.268** | |||||
| (9.569) | ||||||
| Effective × strategies_D | 0.149 | |||||
| (0.152) | ||||||
| Socbenefit × strategies_D | −0.218 | |||||
| (0.173) | ||||||
| Envbenefit × strategies_D | −0.390** | |||||
| (0.158) | ||||||
| Partner_NGO × strategies_D | −0.402 | |||||
| (0.308) | ||||||
| Partner_Gov × strategies_D | −0.136 | |||||
| (0.346) | ||||||
| Out × strategies_D | −3.747*** | |||||
| (0.778) | ||||||
| BudgetLevel × netzero_D | −3.075 | |||||
| (9.414) | ||||||
| Effective × netzero_D | 0.027 | |||||
| (0.144) | ||||||
| Socbenefit × netzero_D | −0.261 | |||||
| (0.186) | ||||||
| Envbenefit × netzero_D | −0.378** | |||||
| (0.153) | ||||||
| Partner_NGO × netzero_D | 0.183 | |||||
| (0.298) | ||||||
| Partner_Gov × netzero_D | 0.122 | |||||
| (0.350) | ||||||
| Out × netzero_D | −3.548*** | |||||
| (0.792) | ||||||
| BudgetLevel × backlash_D | −24.241** | |||||
| (12.252) | ||||||
| Effective × backlash_D | −0.374** | |||||
| (0.190) | ||||||
| Socbenefit × backlash_D | −0.053 | |||||
| (0.216) | ||||||
| Envbenefit × backlash_D | −0.242 | |||||
| (0.185) | ||||||
| Partner_NGO × backlash_D | 0.488 | |||||
| (0.396) | ||||||
| Partner_Gov × backlash_D | 0.210 | |||||
| (0.446) | ||||||
| Out × backlash_D | −3.739*** | |||||
| (0.973) | ||||||
| BudgetLevel × insincere_1 | 0.194 | |||||
| (3.672) | ||||||
| Effective × insincere_1 | 0.157*** | |||||
| (0.059) | ||||||
| Socbenefit × insincere_1 | 0.031 | |||||
| (0.067) | ||||||
| Envbenefit × insincere_1 | 0.054 | |||||
| (0.061) | ||||||
| Partner_NGO × insincere_1 | −0.093 | |||||
| (0.124) | ||||||
| Partner_Gov × insincere_1 | −0.183 | |||||
| (0.139) | ||||||
| Out × insincere_1 | 1.838*** | |||||
| (0.316) | ||||||
| Num.Obs. | 4176 | 5238 | 4626 | 4410 | 4950 | 5274 |
| RMSE | 0.97 | 0.96 | 0.96 | 0.96 | 0.96 | 0.96 |
| Past Offsets (T = 0) | Past Offsets (T = 1) | Future Offsets (T = 0) | Future Offsets (T = 1) | Strategies (T = 0) | Strategies (T = 1) | Netzero (T = 0) | Netzero (T = 1) | Backlash (T = 0) | Backlash (T = 1) | Insincere (T = 0) | Insincere (T = 1) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| * p < 0.1, ** p < 0.05, *** p < 0.01 | ||||||||||||
| BudgetLevel | −39.578*** | −152.061*** | −48.321*** | −139.596*** | −23.082** | −62.232*** | −52.176*** | −83.781*** | −43.704*** | −83.812*** | −39.823** | −154.194*** |
| (8.979) | (33.668) | (17.695) | (33.390) | (9.568) | (16.819) | (9.660) | (19.645) | (7.791) | (19.811) | (18.244) | (39.484) | |
| Effective | 0.929*** | 1.740*** | 1.475*** | 0.592 | 0.999*** | 0.783*** | 0.919*** | 1.100*** | 1.272*** | 1.245*** | 0.446* | 0.087 |
| (0.154) | (0.432) | (0.318) | (0.418) | (0.180) | (0.237) | (0.147) | (0.262) | (0.160) | (0.285) | (0.270) | (0.449) | |
| Socbenefit | 0.660*** | 0.980** | 1.516*** | 0.886* | 0.507*** | 0.754*** | 0.629*** | 0.830*** | 0.417*** | 0.992*** | 0.456 | 0.265 |
| (0.167) | (0.384) | (0.367) | (0.486) | (0.184) | (0.281) | (0.160) | (0.270) | (0.118) | (0.299) | (0.314) | (0.509) | |
| Envbenefit | 0.772*** | 1.009*** | 1.107*** | 0.866** | 0.889*** | 0.642*** | 0.597*** | 1.013*** | 0.634*** | 0.802*** | 0.336 | 0.630 |
| (0.153) | (0.309) | (0.302) | (0.422) | (0.180) | (0.232) | (0.139) | (0.275) | (0.115) | (0.242) | (0.281) | (0.499) | |
| Partner_NGO | 0.667** | 0.728 | 1.221** | 0.470 | 0.935*** | 0.698 | 0.424* | 0.545 | 0.506** | 0.827** | 0.141 | 2.384** |
| (0.272) | (0.620) | (0.587) | (0.859) | (0.312) | (0.468) | (0.253) | (0.431) | (0.207) | (0.377) | (0.590) | (1.051) | |
| Partner_Gov | 0.782** | 0.408 | 0.704 | 0.276 | 0.717** | 0.432 | 0.417 | 0.331 | 0.576** | 0.378 | 1.067* | 1.752 |
| (0.313) | (0.618) | (0.657) | (0.973) | (0.349) | (0.534) | (0.299) | (0.438) | (0.239) | (0.410) | (0.648) | (1.135) | |
| Out | −1.071 | −4.078*** | 4.733*** | 1.992 | −1.177 | −2.892** | −1.742** | −1.907* | −1.686*** | −8.900*** | −9.003*** | −17.703*** |
| (0.719) | (1.579) | (1.475) | (1.832) | (0.828) | (1.404) | (0.724) | (1.078) | (0.581) | (2.394) | (1.663) | (4.659) | |
| BudgetLevel × offsets_D | 3.086 | 77.052*** | ||||||||||
| (12.705) | (28.591) | |||||||||||
| Effective × offsets_D | 0.169 | −1.407*** | ||||||||||
| (0.206) | (0.497) | |||||||||||
| Socbenefit × offsets_D | −0.175 | −0.704 | ||||||||||
| (0.249) | (0.466) | |||||||||||
| Envbenefit × offsets_D | −0.554** | −0.406 | ||||||||||
| (0.226) | (0.376) | |||||||||||
| Partner_NGO × offsets_D | −0.350 | 0.956 | ||||||||||
| (0.421) | (0.856) | |||||||||||
| Partner_Gov × offsets_D | −0.549 | 0.613 | ||||||||||
| (0.493) | (0.845) | |||||||||||
| Out × offsets_D | −4.183*** | −9.532*** | ||||||||||
| (1.070) | (2.809) | |||||||||||
| BudgetLevel × offsets_future_1 | 1.580 | 17.581** | ||||||||||
| (4.582) | (7.085) | |||||||||||
| Effective × offsets_future_1 | −0.129* | 0.123 | ||||||||||
| (0.076) | (0.102) | |||||||||||
| Socbenefit × offsets_future_1 | −0.275*** | −0.084 | ||||||||||
| (0.094) | (0.124) | |||||||||||
| Envbenefit × offsets_future_1 | −0.148* | −0.059 | ||||||||||
| (0.077) | (0.103) | |||||||||||
| Partner_NGO × offsets_future_1 | −0.197 | 0.104 | ||||||||||
| (0.155) | (0.216) | |||||||||||
| Partner_Gov × offsets_future_1 | −0.063 | 0.072 | ||||||||||
| (0.172) | (0.244) | |||||||||||
| Out × offsets_future_1 | −2.126*** | −1.951*** | ||||||||||
| (0.423) | (0.627) | |||||||||||
| BudgetLevel × strategies_D | −27.070** | −18.049 | ||||||||||
| (11.927) | (17.069) | |||||||||||
| Effective × strategies_D | 0.201 | 0.049 | ||||||||||
| (0.194) | (0.259) | |||||||||||
| Socbenefit × strategies_D | −0.050 | −0.379 | ||||||||||
| (0.227) | (0.336) | |||||||||||
| Envbenefit × strategies_D | −0.545*** | −0.154 | ||||||||||
| (0.207) | (0.276) | |||||||||||
| Partner_NGO × strategies_D | −0.678* | 0.092 | ||||||||||
| (0.407) | (0.550) | |||||||||||
| Partner_Gov × strategies_D | −0.367 | 0.238 | ||||||||||
| (0.447) | (0.649) | |||||||||||
| Out × strategies_D | −3.425*** | −4.869*** | ||||||||||
| (0.987) | (1.533) | |||||||||||
| BudgetLevel × netzero_D | 1.149 | 30.258 | ||||||||||
| (12.334) | (20.715) | |||||||||||
| Effective × netzero_D | 0.284 | −0.232 | ||||||||||
| (0.197) | (0.295) | |||||||||||
| Socbenefit × netzero_D | −0.209 | −0.508 | ||||||||||
| (0.230) | (0.340) | |||||||||||
| Envbenefit × netzero_D | −0.166 | −0.638* | ||||||||||
| (0.198) | (0.338) | |||||||||||
| Partner_NGO × netzero_D | −0.074 | 0.832 | ||||||||||
| (0.390) | (0.623) | |||||||||||
| Partner_Gov × netzero_D | −0.044 | 0.666 | ||||||||||
| (0.446) | (0.683) | |||||||||||
| Out × netzero_D | −3.494*** | −7.336*** | ||||||||||
| (0.999) | (1.920) | |||||||||||
| BudgetLevel × backlash_D | −16.457 | −35.284 | ||||||||||
| (17.025) | (29.317) | |||||||||||
| Effective × backlash_D | −0.668*** | 0.062 | ||||||||||
| (0.252) | (0.461) | |||||||||||
| Socbenefit × backlash_D | 0.408 | −0.896* | ||||||||||
| (0.331) | (0.505) | |||||||||||
| Envbenefit × backlash_D | −0.325 | −0.089 | ||||||||||
| (0.241) | (0.461) | |||||||||||
| Partner_NGO × backlash_D | 0.035 | 1.771 | ||||||||||
| (0.515) | (1.091) | |||||||||||
| Partner_Gov × backlash_D | −0.386 | 1.917 | ||||||||||
| (0.580) | (1.235) | |||||||||||
| Out × backlash_D | −2.288* | −5.488** | ||||||||||
| (1.206) | (2.688) | |||||||||||
| BudgetLevel × insincere_1 | −0.736 | 12.173 | ||||||||||
| (4.721) | (8.825) | |||||||||||
| Effective × insincere_1 | 0.182** | 0.388*** | ||||||||||
| (0.072) | (0.148) | |||||||||||
| Socbenefit × insincere_1 | 0.021 | 0.135 | ||||||||||
| (0.084) | (0.157) | |||||||||||
| Envbenefit × insincere_1 | 0.074 | 0.049 | ||||||||||
| (0.074) | (0.140) | |||||||||||
| Partner_NGO × insincere_1 | 0.089 | −0.388 | ||||||||||
| (0.155) | (0.288) | |||||||||||
| Partner_Gov × insincere_1 | −0.168 | −0.298 | ||||||||||
| (0.173) | (0.314) | |||||||||||
| Out × insincere_1 | 1.266*** | 3.122*** | ||||||||||
| (0.343) | (0.941) | |||||||||||
| Num.Obs. | 2736 | 1440 | 3348 | 1890 | 3006 | 1620 | 2826 | 1584 | 3168 | 1782 | 3402 | 1872 |
| RMSE | 0.97 | 0.95 | 0.97 | 0.95 | 0.96 | 0.96 | 0.97 | 0.95 | 0.97 | 0.95 | 0.97 | 0.95 |
| Relative Emissions | Relative Emissions (T = 0) | Relative Emissions (T = 1) | Emissions factor | Emissions factor (T = 0) | Emissions factor (T = 1) | Estimated Emissions | Estimated Emissions (T = 0) | Estimated Emissions (T = 1) | Firm size | Firm size (T = 0) | Firm size (T = 1) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| * p < 0.1, ** p < 0.05, *** p < 0.01 | ||||||||||||
| BudgetLevel | −72.271*** | −44.794*** | −139.124*** | −54.302*** | −46.909*** | −78.077*** | −32.902* | −70.561*** | 67.255* | −29.265 | −80.584*** | 60.358 |
| (13.456) | (14.976) | (44.136) | (7.645) | (11.251) | (20.195) | (18.282) | (24.475) | (38.055) | (19.672) | (28.352) | (44.216) | |
| Effective | 1.372*** | 1.572*** | 1.124** | 1.091*** | 0.933*** | 1.066*** | 1.747*** | 2.572*** | 0.498 | 1.307*** | 3.171*** | −0.547 |
| (0.210) | (0.256) | (0.491) | (0.126) | (0.169) | (0.263) | (0.293) | (0.439) | (0.499) | (0.312) | (0.556) | (0.597) | |
| Socbenefit | 0.902*** | 0.657** | 1.748*** | 0.616*** | 0.815*** | 0.678** | 1.004*** | 0.887* | 1.732** | 1.007*** | 0.733 | 1.634** |
| (0.233) | (0.298) | (0.653) | (0.134) | (0.187) | (0.308) | (0.346) | (0.458) | (0.697) | (0.361) | (0.556) | (0.683) | |
| Envbenefit | 1.049*** | 1.051*** | 1.213** | 0.738*** | 0.603*** | 1.252*** | 1.122*** | 1.244*** | 1.207** | 0.968*** | 1.506*** | 0.930 |
| (0.213) | (0.243) | (0.564) | (0.119) | (0.155) | (0.298) | (0.283) | (0.394) | (0.584) | (0.308) | (0.507) | (0.613) | |
| Partner_NGO | 0.783** | 0.614 | 1.724 | 0.553** | 0.739** | 0.389 | 0.921 | 1.633** | −0.403 | 0.873 | 1.399 | 0.215 |
| (0.382) | (0.442) | (1.075) | (0.219) | (0.325) | (0.483) | (0.570) | (0.782) | (1.160) | (0.633) | (0.851) | (1.278) | |
| Partner_Gov | 0.492 | 0.375 | 0.535 | 0.491* | 0.824** | 0.173 | 0.497 | 0.988 | −0.247 | −0.096 | 0.308 | −0.327 |
| (0.415) | (0.495) | (1.079) | (0.255) | (0.352) | (0.532) | (0.655) | (0.948) | (1.232) | (0.713) | (1.023) | (1.356) | |
| Out | −3.855*** | −1.266 | −3.140 | −2.995*** | −0.802 | −6.149** | −0.662 | 1.472 | −15.759*** | −1.151 | 5.167** | −4.109 |
| (1.192) | (1.191) | (2.559) | (0.692) | (0.742) | (2.541) | (1.496) | (2.000) | (4.978) | (1.646) | (2.320) | (3.718) | |
| BudgetLevel × relemissions | 8.495* | −0.589 | 10.978 | |||||||||
| (4.360) | (5.213) | (12.187) | ||||||||||
| Effective × relemissions | −0.075 | −0.131* | 0.125 | |||||||||
| (0.065) | (0.076) | (0.159) | ||||||||||
| Socbenefit × relemissions | −0.131* | −0.050 | −0.384* | |||||||||
| (0.079) | (0.104) | (0.203) | ||||||||||
| Envbenefit × relemissions | −0.156** | −0.151* | −0.156 | |||||||||
| (0.069) | (0.082) | (0.179) | ||||||||||
| Partner_NGO × relemissions | −0.052 | −0.031 | −0.250 | |||||||||
| (0.136) | (0.156) | (0.359) | ||||||||||
| Partner_Gov × relemissions | 0.020 | 0.045 | 0.033 | |||||||||
| (0.144) | (0.172) | (0.352) | ||||||||||
| Out × relemissions | −1.378*** | −0.634 | −1.771** | |||||||||
| (0.331) | (0.389) | (0.895) | ||||||||||
| BudgetLevel × emission_factor | 18.095 | 19.109 | −34.045 | |||||||||
| (28.744) | (47.143) | (74.563) | ||||||||||
| Effective × emission_factor | −0.688 | −0.425 | 0.241 | |||||||||
| (0.437) | (0.656) | (1.093) | ||||||||||
| Socbenefit × emission_factor | −0.557 | −0.915 | −0.560 | |||||||||
| (0.553) | (0.828) | (1.431) | ||||||||||
| Envbenefit × emission_factor | −0.933** | −0.002 | −3.364** | |||||||||
| (0.467) | (0.670) | (1.334) | ||||||||||
| Partner_NGO × emission_factor | −0.119 | −1.674 | 3.560 | |||||||||
| (0.937) | (1.364) | (2.635) | ||||||||||
| Partner_Gov × emission_factor | −0.149 | −1.283 | 1.922 | |||||||||
| (1.103) | (1.579) | (2.824) | ||||||||||
| Out × emission_factor | −3.462 | −5.754* | −35.751*** | |||||||||
| (2.211) | (3.205) | (10.636) | ||||||||||
| BudgetLevel × log_emissions | −1.123 | 1.660 | −9.199*** | |||||||||
| (1.120) | (1.462) | (2.694) | ||||||||||
| Effective × log_emissions | −0.048*** | −0.092*** | 0.032 | |||||||||
| (0.017) | (0.024) | (0.032) | ||||||||||
| Socbenefit × log_emissions | −0.032 | −0.022 | −0.072* | |||||||||
| (0.021) | (0.027) | (0.042) | ||||||||||
| Envbenefit × log_emissions | −0.035** | −0.038* | −0.031 | |||||||||
| (0.017) | (0.023) | (0.036) | ||||||||||
| Partner_NGO × log_emissions | −0.025 | −0.074 | 0.081 | |||||||||
| (0.035) | (0.047) | (0.074) | ||||||||||
| Partner_Gov × log_emissions | −0.002 | −0.030 | 0.051 | |||||||||
| (0.040) | (0.055) | (0.079) | ||||||||||
| Out × log_emissions | −0.201** | −0.270** | 0.242 | |||||||||
| (0.084) | (0.116) | (0.191) | ||||||||||
| BudgetLevel × log_revenue | −1.316 | 1.810 | −8.737*** | |||||||||
| (1.084) | (1.476) | (2.873) | ||||||||||
| Effective × log_revenue | −0.017 | −0.111*** | 0.091** | |||||||||
| (0.016) | (0.027) | (0.037) | ||||||||||
| Socbenefit × log_revenue | −0.028 | −0.009 | −0.058 | |||||||||
| (0.019) | (0.030) | (0.037) | ||||||||||
| Envbenefit × log_revenue | −0.022 | −0.048* | −0.013 | |||||||||
| (0.016) | (0.026) | (0.034) | ||||||||||
| Partner_NGO × log_revenue | −0.018 | −0.054 | 0.038 | |||||||||
| (0.035) | (0.046) | (0.072) | ||||||||||
| Partner_Gov × log_revenue | 0.034 | 0.010 | 0.052 | |||||||||
| (0.039) | (0.054) | (0.078) | ||||||||||
| Out × log_revenue | −0.162* | −0.412*** | −0.168 | |||||||||
| (0.083) | (0.127) | (0.167) | ||||||||||
| Num.Obs. | 5184 | 3330 | 1854 | 5112 | 3294 | 1818 | 5112 | 3294 | 1818 | 5364 | 3456 | 1908 |
| RMSE | 0.96 | 0.96 | 0.95 | 0.97 | 0.97 | 0.95 | 0.97 | 0.97 | 0.95 | 0.96 | 0.97 | 0.95 |
NGO monitoring priming significantly increases sensibility to the price, but it also significantly reduces the probability of opting out. Thus, firms are more likely to purchase offsets, but of lower price.
For firms with high negative publicity risk, the importance of effectiveness in the treated group is significantly higher than in the untreated group. Thus, priming respondents with monitoring risk increases the salience of effectiveness for firms with high negative publicity risk perceptions.
When analyzed separately, untreated respondents have a positive coefficient for the opt-out option, while treated respondents have a negative coefficient. So, opting out adds utility for untreated respondents but reduces it for treated respondents. In the untreated group, the opt-out option was chosen 12% of the time, compared to 8% in the treated group.
Overall, results are fairly consistent across the pilot checks.
Firms motivated by efficiency have a lower price coefficient than firms with other motivations. Also, effectiveness is more relevant for firms motivated by factors other than efficiency.
Environmental and social co-benefits are more relevant for firms motivated by philanthropy, responsibility, and market differentiation than for those motivated by carbon management or efficiency.
Opting out generates disutility for firms motivated by factors other than efficiency, and (although not significant) generates utility for firms motivated by efficiency.
For firms motivated by philantrophy, motivation reminder reduces price coefficient.
For firms motivated by carbon management, motivation reminder significantly reduces the probability of opting out.
Continuous motivation: when building an index where higher values are expected to predict lower WTP for effectiveness and other social and environmental co-benefits, we indeed observe that higher index values are associated with lower WTP (more negative price coefficient).
Comparing primed and unprimed respondents: for primed respondents, price has a positive and significant effect, while for unprimed respondents it has a negative and significant effect. However, among primed respondents, the interaction between the continuous motivation index and the budget is negative and significant, thus reversing the positive price effect for respondents with a higher index.