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Table 6 Quality of evidence

From: A systematic review and meta-analysis on the effects of ill health and health shocks on labour supply

Domain

Quality rating

Comment

Study design

Low

Study designs of included papers were observational and so precluded blinding and randomization to reduce the risk of bias.

Risk of bias

High

Most information is taken from studies (included studies) at low risk of bias

Consistency of results

Moderate

There was considerable heterogeneity among studies. However, the study explored the heterogeneity through sub-group analysis and meta-regressions

Directness of evidence

Moderate

Most included papers analysed the direct effects of health shocks and ill health on affected individuals. However, some analysed spousal effects on women and husbands, thereby introducing some in directedness.

Precision of results

High

The analysis had a large sample size comprising 117,656 individuals and consequently achieved narrow confidence intervals with a positive impact on precision. Additionally, most studies used nationally representative surveys allowing generalisation and applicability

Publication bias

Moderate

Using the funnel plots, Egger’s test and Begg’s test, we did not evidence of publication bias