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. Author manuscript; available in PMC: 2015 Dec 1.
Published in final edited form as: Dev Psychol. 2014 Oct 20;50(12):2572–2586. doi: 10.1037/a0038205

Table 5.

Head Start and children’s outcomes: coefficients with standard errors

Assignment
Status
HS in Treatment Group vs. Specific Care in Control Group
Parental
Relative/Non-relative
Other Center-based
HS in Control
ITT TOT OLS IPW PSM OLS IPW PSM OLS IPW PSM OLS IPW PSM
Cognitive Outcomes
3-year-old cohort
PPVT 2003 6.76** 7.17** 8.64** 9.15** 10.64** 5.92+ 5.73+ 6.84* 5.57* 5.52* 6.35* 7.24+ 7.16+ 6.91+
(1.70) (1.83) (2.32) (2.35) (2.36) (3.46) (3.45) (3.48) (2.64) (2.65) (2.69) (3.91) (3.89) (3.93)
2004 2.22 1.93 1.02 2.38 1.01 5.94 7.18* 7.35* −0.72 −1.33 0.42 6.30 5.54 5.02
(1.83) (1.93) (2.52) (2.46) (2.52) (3.63) (3.38) (3.38) (2.88) (2.87) (3.14) (4.16) (4.08) (3.88)
2005 0.24 −0.47 0.04 0.11 0.68 −2.32 −1.22 0.52 0.26 −0.57 0.78 3.77 4.62 2.98
(1.43) (1.59) (2.20) (2.10) (2.20) (2.40) (2.35) (2.65) (2.43) (2.55) (2.39) (3.14) (3.00) (2.79)
2006 2.27 0.64 −0.98 −0.57 0.04 −0.90 0.55 1.31 3.75 2.48 3.52 9.79** 7.16* 6.10*
(1.48) (1.66) (2.62) (2.44) (2.47) (2.51) (2.59) (2.74) (2.29) (2.25) (2.15) (3.09) (2.90) (2.75)

WJ-III Word 2003 6.63** 8.78** 11.80** 12.58** 12.82** 12.78** 12.53** 12.92** 2.10 1.58 2.16 0.58 2.19 −0.08
(1.40) (1.46) (1.93) (1.78) (1.84) (2.20) (2.15) (2.24) (2.20) (2.28) (2.32) (3.18) (3.16) (3.19)
2004 3.02+ 5.33** 8.41** 8.85** 8.61** 6.11+ 7.65* 6.62* −0.34 −0.81 0.80 −0.10 0.67 0.98
(1.60) (1.80) (2.44) (2.42) (2.45) (3.15) (3.03) (3.13) (2.28) (2.35) (2.44) (3.09) (2.99) (2.91)
2005 0.04 0.48 −0.42 0.70 0.00 −0.51 −0.66 0.31 1.80 2.04 3.03 5.07 5.86 5.85
(1.88) (2.07) (2.44) (2.56) (2.58) (3.73) (3.70) (3.74) (3.22) (3.16) (3.06) (3.78) (3.83) (3.67)
2006 0.49 −1.01 0.01 0.69 1.81 −7.57* −5.69+ −5.12 1.50 0.74 1.20 11.36* 4.76 6.36
(2.13) (2.30) (2.99) (3.07) (3.00) (3.41) (3.37) (3.67) (3.53) (3.58) (3.64) (4.60) (4.48) (4.14)

WJ-III Applied 2003 4.37** 5.36** 8.28** 9.06** 9.51** 8.53** 7.83** 8.59** 0.22 −0.76 −0.76 4.53 5.21 3.83
(1.60) (1.69) (2.15) (2.27) (2.22) (2.69) (2.35) (2.74) (2.73) (2.58) (2.59) (3.55) (3.49) (3.56)
2004 1.16 1.88 3.67* 4.38* 3.60* 1.29 2.07 0.68 −0.69 −1.40 0.43 1.57 −0.70 1.39
(1.25) (1.30) (1.71) (1.75) (1.71) (2.07) (2.06) (2.19) (1.86) (1.91) (2.04) (3.36) (2.92) (2.88)
2005 −0.66 −0.33 0.02 1.04 0.65 −3.41+ −2.72 −2.51 0.69 0.75 0.98 3.64 2.90 2.35
(1.17) (1.26) (1.69) (1.74) (1.76) (1.87) (1.81) (2.05) (1.70) (1.76) (1.75) (2.69) (2.72) (2.69)
2006 1.52 1.21 3.02+ 3.86* 3.31* −3.77+ −2.73 −3.28 1.22 1.05 0.72 5.67* 2.34 3.11
(1.17) (1.21) (1.62) (1.65) (1.65) (1.99) (2.11) (2.19) (1.70) (1.72) (1.73) (2.83) (2.36) (2.40)

4-year-old cohort
PPVT 2003 5.61** 5.77** 10.70** 11.09** 11.21** 0.46 1.27 1.74 2.00 2.13 2.73 11.55* 9.98* 8.33+
(1.84) (1.92) (2.41) (2.37) (2.46) (3.69) (3.54) (4.13) (2.78) (2.70) (2.79) (4.78) (4.44) (4.90)
2004 3.03 1.92 6.93* 7.54* 7.71* −1.67 −2.82 −0.72 −2.35 −0.36 −2.03 5.30 4.77 4.07
(2.11) (2.39) (3.09) (3.17) (3.06) (4.50) (3.99) (4.24) (3.10) (3.10) (3.11) (5.21) (5.06) (4.85)
2005 4.23* 3.96* 7.35** 7.74** 7.93** −1.46 −1.93 0.15 1.90 2.47 1.38 6.14 6.78 7.04
(1.73) (2.00) (2.69) (2.77) (2.84) (4.57) (4.12) (4.06) (2.56) (2.46) (2.61) (4.27) (4.40) (4.54)

WJ-III Word 2003 6.57** 7.86** 12.36** 12.96** 12.74** 19.88** 20.02** 20.15** −0.33 0.03 −0.63 3.27 3.57 4.59
(1.67) (1.85) (2.46) (2.37) (2.38) (3.80) (3.42) (3.74) (2.22) (2.20) (2.26) (3.29) (3.05) (3.21)
2004 0.19 −0.80 1.55 0.78 2.64 −1.41 −1.47 −0.69 −3.01 −1.78 −1.55 1.80 1.97 1.28
(2.18) (2.50) (3.45) (3.45) (3.38) (6.47) (6.10) (5.80) (3.11) (3.08) (3.14) (4.93) (4.58) (4.12)
2005 1.48 1.73 5.55 6.15+ 8.49* −3.30 −2.63 −4.01 −0.62 −0.39 −0.73 −6.13 −5.82 −6.00
(2.32) (2.63) (3.57) (3.53) (4.09) (5.90) (5.44) (5.37) (3.31) (3.25) (3.44) (4.85) (4.69) (4.53)

WJ-III Applied 2003 3.69* 4.65** 9.91** 10.29** 9.32** 0.80 1.10 0.90 −0.32 0.38 0.31 1.51 0.59 1.93
(1.55) (1.75) (2.62) (2.59) (2.56) (2.99) (2.81) (2.93) (2.14) (2.18) (2.17) (3.25) (3.05) (3.24)
2004 0.47 1.80 4.60 4.80+ 5.14* 3.04 3.31 2.55 −2.42 −1.26 −1.77 −1.85 −2.87 −1.79
(1.47) (1.80) (2.80) (2.85) (2.53) (3.04) (2.77) (2.98) (1.81) (1.83) (1.90) (2.41) (2.52) (2.55)
2005 1.30 2.07 4.73* 4.82* 5.95** −0.37 0.07 0.72 −0.35 0.21 0.15 −0.55 −0.42 0.32
(1.27) (1.46) (2.07) (2.01) (2.25) (2.45) (2.23) (2.59) (1.94) (2.00) (2.02) (2.10) (2.03) (2.15)

Social-behavioral Outcomes
3-year-old cohort
Social Skills &
Approaches to
Learning
2003 0.04 0.03 −0.01 −0.05 −0.04 0.18 0.20 0.18 −0.03 −0.02 −0.04 0.11 0.09 0.10
(0.10) (0.11) (0.14) (0.13) (0.14) (0.22) (0.22) (0.23) (0.17) (0.17) (0.18) (0.18) (0.19) (0.18)
2004 0.15 0.18 0.23+ 0.24+ 0.24+ 0.22 0.27 0.38+ 0.08 0.10 0.04 0.10 −0.02 0.12
(0.10) (0.11) (0.14) (0.14) (0.14) (0.23) (0.22) (0.22) (0.18) (0.20) (0.17) (0.20) (0.19) (0.19)
2005 0.24* 0.22+ 0.18 0.25+ 0.23+ −0.19 −0.25 0.04 0.51* 0.58* 0.60** 0.41+ 0.36 0.37
(0.11) (0.12) (0.13) (0.13) (0.12) (0.18) (0.17) (0.17) (0.23) (0.23) (0.21) (0.23) (0.23) (0.23)
2006 0.06 0.11 0.15 0.16 0.05 0.21 0.16 0.19 0.00 0.01 0.06 0.05 −0.02 0.12
(0.10) (0.11) (0.14) (0.15) (0.14) (0.22) (0.22) (0.23) (0.14) (0.14) (0.14) (0.18) (0.16) (0.18)

Aggressive 2003 −0.12 −0.18 −0.13 −0.16 −0.11 −0.38+ −0.41* −0.40* −0.10 −0.06 −0.11 −0.01 0.00 0.07
(0.10) (0.11) (0.14) (0.14) (0.14) (0.20) (0.20) (0.20) (0.18) (0.18) (0.18) (0.21) (0.20) (0.21)
2004 −0.10 −0.31** −0.27* −0.30* −0.27* −0.26 −0.33+ −0.46* −0.39* −0.40* −0.43* 0.04 0.03 0.08
(0.10) (0.11) (0.13) (0.14) (0.13) (0.20) (0.19) (0.20) (0.19) (0.20) (0.20) (0.19) (0.19) (0.19)
2005 −0.11 −0.22+ −0.32* −0.35* −0.35* −0.24 −0.30+ −0.33+ −0.05 −0.12 −0.07 −0.07 −0.10 −0.16
(0.11) (0.12) (0.15) (0.15) (0.15) (0.19) (0.18) (0.20) (0.19) (0.19) (0.20) (0.22) (0.22) (0.22)
2006 −0.05 −0.14 −0.24 −0.30+ −0.28+ −0.39 −0.39+ −0.47* 0.15 0.06 −0.06 0.00 −0.17 −0.08
(0.11) (0.12) (0.15) (0.16) (0.15) (0.25) (0.23) (0.23) (0.17) (0.17) (0.18) (0.20) (0.21) (0.20)

Hyperactive 2003 −0.35** −0.38** −0.50** −0.51** −0.55** −0.38* −0.35+ −0.41* −0.22 −0.20 −0.28+ −0.34+ −0.29 −0.30
(0.09) (0.10) (0.12) (0.13) (0.13) (0.18) (0.19) (0.18) (0.17) (0.17) (0.17) (0.18) (0.18) (0.19)
2004 −0.13 −0.19* −0.23* −0.26* −0.24* −0.12 −0.16 −0.17 −0.20 −0.21 −0.25+ −0.02 −0.03 −0.12
(0.08) (0.09) (0.11) (0.12) (0.11) (0.17) (0.17) (0.17) (0.15) (0.16) (0.15) (0.16) (0.16) (0.15)
2005 −0.21* −0.24* −0.20+ −0.25* −0.24* −0.23 −0.26+ −0.41** −0.26+ −0.33* −0.29* −0.18 −0.17 −0.20
(0.09) (0.10) (0.12) (0.12) (0.12) (0.15) (0.14) (0.14) (0.16) (0.17) (0.14) (0.18) (0.18) (0.19)
2006 −0.14 −0.17+ −0.17 −0.22 −0.25+ −0.37* −0.35* −0.39* −0.06 −0.11 −0.14 0.01 −0.01 0.03
(0.09) (0.10) (0.13) (0.14) (0.14) (0.19) (0.17) (0.18) (0.16) (0.16) (0.16) (0.18) (0.18) (0.19)

4-year-old cohort
Social Skills &
Approaches to
Learning
2003 −0.04 0.00 0.06 0.07 0.04 −0.34+ −0.24 −0.25 0.04 0.09 0.04 −0.04 0.04 0.24
(0.11) (0.13) (0.17) (0.16) (0.18) (0.19) (0.18) (0.19) (0.15) (0.15) (0.16) (0.25) (0.24) (0.26)
2004 0.08 0.05 −0.09 −0.12 −0.08 0.25 0.19 0.19 0.16 0.18 0.19 −0.25 −0.22 −0.20
(0.11) (0.12) (0.14) (0.14) (0.13) (0.30) (0.29) (0.28) (0.18) (0.18) (0.18) (0.18) (0.17) (0.17)
2005 0.05 −0.06 −0.12 −0.15 −0.05 −0.24 −0.25 −0.23 0.04 0.05 0.06 −0.02 0.00 0.09
(0.10) (0.12) (0.14) (0.14) (0.14) (0.24) (0.20) (0.19) (0.17) (0.17) (0.18) (0.22) (0.21) (0.23)

Aggressive 2003 −0.16 −0.27* −0.21 −0.27 −0.23 −0.72** −0.72** −0.74** −0.23 −0.25+ −0.24+ 0.21 0.25 0.09
(0.11) (0.11) (0.16) (0.17) (0.16) (0.20) (0.18) (0.18) (0.14) (0.14) (0.14) (0.25) (0.24) (0.25)
2004 −0.06 −0.02 0.02 0.00 −0.02 −0.50+ −0.53* −0.52* 0.06 0.04 0.08 0.05 0.11 0.18
(0.11) (0.12) (0.16) (0.16) (0.16) (0.30) (0.27) (0.26) (0.16) (0.16) (0.16) (0.27) (0.26) (0.25)
2005 −0.08 −0.15 −0.15 −0.11 −0.18 −0.63* −0.65** −0.68** −0.02 −0.05 −0.10 0.63* 0.50+ 0.44
(0.12) (0.13) (0.17) (0.17) (0.17) (0.26) (0.25) (0.24) (0.18) (0.18) (0.19) (0.27) (0.26) (0.28)

Hyperactive 2003 −0.07 −0.19+ −0.27+ −0.28* −0.28* −0.08 −0.06 −0.11 −0.14 −0.15 −0.18 0.38* 0.40* 0.28+
(0.09) (0.10) (0.14) (0.13) (0.13) (0.18) (0.16) (0.16) (0.14) (0.14) (0.14) (0.17) (0.16) (0.16)
2004 0.12 0.02 −0.08 −0.06 −0.11 0.00 −0.06 −0.03 0.12 0.10 0.09 0.21 0.24 0.14
(0.10) (0.11) (0.15) (0.15) (0.15) (0.25) (0.23) (0.21) (0.15) (0.15) (0.15) (0.19) (0.19) (0.19)
2005 0.03 −0.02 0.00 0.06 −0.04 −0.41 −0.49+ −0.61* 0.06 0.06 0.01 0.32 0.20 0.20
(0.10) (0.11) (0.16) (0.15) (0.16) (0.26) (0.26) (0.25) (0.15) (0.15) (0.15) (0.20) (0.19) (0.20)

Notes: coefficients of Head Start with standard errors in parentheses reported in table;

**

p<0.01,

*

p<0.05,

+

p<0.10.