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Table 4 Average treatment effects using PSM

From: Economics of contracts in African food systems: evidence from the malt barley sector in Ethiopia

Performance indicators

Naive t test

PSM

Critical level of hidden bias (Г)

NNM

KBM

RM

Yield

2.86 (0.8) ***

2.40 (1.45)*

2.38 (1.38)*

2.76 (1.33)**

1.4-1.5

Price

184 (10)***

206 (22.72)***

198 (23)***

207 (22)***

3.0-3.1

Share sold

0.21 (0.033)***

0.17 (0.072)**

0.16 (0.067)**

0.16 (0.065)**

2.4-2.5

Costs

809 (71)***

839 (101)***

845 (143)***

850 (135)***

3.0-3.1

Net income

4542 (1027)***

3864 (2062)*

5004 (2505)**

4502 (2046)**

2.8-2.9

Product quality

0.71 (06)***

0.78 (09)***

0.78 (12)***

0.78 (11)***

3.0-3.1

Other crops income

6452 (1615)***

6974 (2932)**

7168 (2688)**

6534 (2602)**

1.5-1.6

  1. Source: Field survey, 2015; Standard errors in parentheses;*** P < 0.01, ** P < 0.05, * P < 0.1