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. 2016 Apr 11;113(17):4676–4681. doi: 10.1073/pnas.1521250113

Table 1.

Regression analysis of the effect of becoming unemployed on the acknowledgment of earned entitlement

Dependent variable = i’s allocation to j
(i) (ii) (iii) (iv)
Control = Health Internal LoC Performance
yj 0.043** 0.013 0.073 0.049**
(0.014) (0.076) (0.044) (0.011)
yj * E 0.198** −0.197 −0.035 0.193**
(0.049) (0.144) (0.124) (0.048)
yj * U −0.081* −0.080 −0.082* −0.094*
(0.039) (0.040) (0.040) (0.036)
yj * E * U 0.051 0.045 0.039 0.064
(0.112) (0.110) (0.106) (0.111)
Y2 * yj −0.050** 4.5e−4 −0.096 −0.052**
(0.015) (0.102) (0.062) (0.012)
Y2 * yj * E 0.148 0.913** 0.453* 0.104
(0.082) (0.245) (0.210) (0.075)
Y2 * yj * U 0.168** 0.168** 0.170** 0.185**
(0.046) (0.047) (0.047) (0.046)
Y2 * yj * E * U −0.427** −0.436** −0.406** −0.431**
(0.135) (0.131) (0.131) (0.131)
yj * Control 0.001 −0.004 0.033**
(0.003) (0.005) (0.011)
yj * E * Control 0.016* 0.033* −0.041
(0.006) (0.016) (0.048)
Y2 * yj * Control −0.002 0.006 −0.046**
(0.004) (0.008) (0.017)
Y2 * yj * E * Control −0.031** −0.043 0.164*
(0.009) (0.026) (0.065)
Constant 0.188** 0.188** 0.187** 0.188**
(8.6e−5) (9.0e−5) (1.1e−4) (4.2e−4)
Mean of control by year and subsample
 Year 1, U = 0 24.218 7.218 0.011
 Year 1, U = 1 24.976 7.489 0.033
 Year 2, U = 0 24.627 6.991 0.354
 Year 2, U = 1 24.268 7.195 0.396
 Observations 906 906 906 906
 Participants 151 151 151 151
 Clusters 61 61 61 61

Notes: Sample includes allocations made to others by participants who were employed or in full-time education in year 1; there are six observations per participant, three pertaining to the year 1 DJ game, and three pertaining to the year 2 DJ game; participant-year fixed effects, ait, included in all models; j's initial endowment (yj) = j's initial endowment expressed as a proportion of the 44 tokens in the game; Earned (E) = 1 if i made allocations under the earned treatment, = 0 if i made allocations under the random treatment; Became Unemployed (U) = 1 if i became unemployed between year 1 and year 2; = 0 if i remained employed or in full-time education; Y2 = 1 if allocation made in year 2; = 0 if allocation made in year 1; “Health” ranges from 0 (severe health problems and psychological distress) to 36 (good health); “Internal LoC” ranges from 0 (fully believing your future depends upon luck or fate) to 13 (fully believing you are responsible for your own success or failure); “Performance,” number of pots processed in the real-effort task by i minus mean number of pots processed in real-effort task undertaken by i (filling or emptying) divide by SD in pots processed in that task; Mann–Whitney rank sum and t tests indicate that controls do not vary across subsamples, performance increased between years; SEs clustered at the session level; **significant at 1%; *significant at 5%.