Table 16.1.a: Types of missing data in a meta-analysis
Type of missing data |
Some possible reasons for missing data |
Missing studies. |
Publication bias; Search not sufficiently comprehensive. |
Missing outcomes. |
Outcome not measured; Selective reporting bias. |
Missing summary data. |
Selective reporting bias; Incomplete reporting. |
Missing individuals. |
Lack of intention-to-treat analysis; Attrition from the study; Selective reporting bias. |
Missing study-level characteristics (for subgroup analysis or meta-regression). |
Characteristic not measured; Incomplete reporting. |