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. Author manuscript; available in PMC: 2022 Aug 22.
Published in final edited form as: J Soc Policy. 2022 Feb 14;51(3):611–653. doi: 10.1017/S0047279421001069

Table 4. Summary of resultsa for labour market and wider outcomes by main study design.

Study characteristics Non-experimental design Quasi-experimental design Experimental design Tot (n)
Increaseb No effectb,c Decreaseb Increaseb No effectb,c Decreaseb Increaseb No effectb,c Decreaseb
n % n % n % n % n % n % n % n % n %
All 74 29.0 75 30.0 37 14.5 15 5.9 18 7.1 9 3.6 13 5.1 8 3.2 4 1.6 253
Panel (a): Labour market outcomes
   Employment 14 31.8 11 25.0 5 11.3 3 6.8 2 4.6 2 4.6 7 15.9 44
   Job stability 3 21.4 1 7.2 4 28.5 3 21.4 2 14.3 1 7.2 14
   Job quality 1 9.1 3 27.3 5 45.4 1 9.1 1 9.1 11
   Non-employment/ inactivity 20 55.6 7 19.4 5 13.9 3 8.3 1 2.8 36
   Long-term non-em-ployment/inequality 1 33.3 1 33.3 1 33.3 3
   Benefit receipt 1 4.8 4 19.0 5 23.9 2 9.5 2 9.5 3 14.3 4 19.0 21
   Long-term benefit receipt 1 16.7 3 50.0 2 33.3 6
   Earnings/income 1 3.6 7 25.0 9 32.2 2 7.1 3 10.7 4 14.3 2 7.1 28
Total 41 25.1 37 22.7 30 18.4 14 8.6 10 6.1 9 5.5 12 7.4 6 3.7 4 2.5 163
Panel (b): Wider outcomes
   Material hardship 17 48.6 16 45.7 2 5.7 35
   Health problems 6 50.0 5 41.7 1 8.3 12
   Health insurance 4 66.7 2 33.3 6
   Child well-being 1 12.5 2 25.0 1 12.5 4 50.0 8
   Child maltreatment 4 36.4 4 36.4 1 9.1 2 18.1 11
   Child education 1 50.0 1 50.0 2
   Demographic outcomes 1 10.0 6 60.0 3 30.0 10
   Vulnerable status 1 100 1
   Crime 1 50 1 50.0 2
   Compliance 1 100 1
   Other 2 100 2
Total 33 36.7 38 42.2 7 7.8 1 1.1 8 8.9 1 1.1 2 2.2 90
a

Information is reported at the lowest level of aggregation, for outcome measures (n=253);

b

The significance level for the reported results is p<0.05; to aid interpretation of the direction of results, we report row percentages referring to total observations for each outcome. When significant, the sign of the estimated parameter for some outcome measures are inverted for ease of interpretation. For example, for measures concerning job stability, if the study reports a significant increase in the risk of entry into short-term jobs, then this is reported as a significant decrease;

c

The category ‘no change’ includes results from descriptive studies for which the level of significance was not reported (not applicable).