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. 2020 Sep 9;34(2):575–624. doi: 10.1007/s00148-020-00797-z

Table 1.

Life satisfaction and happiness quadratics in age in the US

Age Age2 Minimum N
All ages
GUSDT (Cantril’s ladder)*
Without controls − 0.0266 (70.28) + 0.00032 (91.79) 41 2,534,429
With controls − 0.0637 (136.91) + 0.00067 (10.82) 48 1,906,993
BRFSS (life satisfaction)
Without controls − 0.0029 (2.75) + 0.000013 (14.18) 11 4,283,582
With controls − 0.0056 (49.93) + 0.00006 (61.77) 42 4,282,986
GSS (happiness)
Without controls + 0.0044 (5.28) − 0.00004 (4.07) 74 (max) 59,860
With controls − 0.0082 (8.71) + 0.00010 (10.82) 41 59,707
Age < 70
GUSDT (Cantril’s ladder)*
Without controls − 0.0458 (71.86) + 0.00054 (76.93) 42 1,998,193
With controls − 0.1048 (136.04) + 0.00114 (134.57) 46 1,498,817
BRFSS (life satisfaction)
Without controls − 0.0096 (52.48) + 0.00012 (13.63) 40 3,386,767
With controls − 0.0206 (104.44) + 0.00024 (109.64) 43 4,283,544
GSS (happiness)
Without controls + 0.0031 (2.32) − 0.00002 (1.24) n/a 52,545
With controls − 0.0142 (9.58) + 0.00017 (10.19) 42 52,433

Source: Gallup USDT, 2008–2018; BRFSS, 2005–2010; and GSS, 1974–2018. T-statistics in parentheses. Sample size changes when controls are added because of missing values to the control variables

*Labor force status not available in 2008, hence the smaller sample size