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. 2017 May 9;21(1):99–131. doi: 10.1007/s10683-017-9527-2

Table 6.

Cooperation dynamics

Contribution to the public good
Tobit estimation Multilevel mixed effects estimation
No punishment (left censored) Punishment (right censored) No punishment Punishment
Period −1.037*** −1.042*** 0.682** 0.711** −0.731*** −0.737*** 0.091*** 0.093***
(0.160) (0.159) (0.282) (0.281) (0.043) (0.044) (0.024) (0.025)
Final period −2.512*** −2.611*** −5.795*** −5.864*** −1.277*** −1.315*** −1.119*** −1.082***
(0.881) (0.907) (1.797) (1.863) (0.408) (0.420) (0.233) (0.241)
MTurk 5.421*** 5.390** 4.193 8.282 4.218*** 5.084*** 0.893 2.009
(1.867) (2.130) (4.904) (5.919) (1.394) (1.466) (1.249) (1.320)
Age 0.120** −0.003 0.028 −0.029
(0.058) (0.144) (0.029) (0.025)
Female 2.370** −4.072 0.927* 0.118
(0.976) (2.595) (0.516) (0.438)
Single child 0.730 −1.096 0.051 −0.245
(1.262) (4.071) (0.715) (0.607)
Foreign −1.042 6.286 0.801 0.401
(2.557) (4.622) (1.196) (1.065)
Membership 1.242 5.536 1.764*** 1.520***
(1.452) (4.661) (0.651) (0.556)
Constant 11.402*** 6.544** 29.601*** 26.270*** 12.451*** 10.043*** 15.871*** 15.368***
(1.650) (2.778) (4.232) (6.756) (1.246) (1.530) (1.109) (1.348)
N 3200 3050 3200 3050 3200 3050 3200 3050
Chi2/F 34.45 15.35 3.75 1.96 503.80 496.65 25.67 32.03

Tobit and Multilevel mixed effects estimation, which allows for individual and group differences, as well as for treatment-specific residuals. ‘Period’ is period number; ‘Final period’ is a dummy for last period; ‘MTurk’ is a dummy for the MTurk sample; ‘Age’ is the participant’s age; ‘Female’ is a dummy for female participants; ‘Foreign’ is a dummy for participants who grew up outside the US; ‘Membership’ is a dummy for participants who were members of a social club. Robust standard errors clustered on groups for the Tobit model

* p < 0.1; ** p < 0.05; *** p < 0.01