Category: Blog
-
Top 10 Causal Pathway Mapping Skills Worth Learning
Ten causal pathway mapping skills: trace how activities might change learning, distinguish mechanisms from confounders and test links with evidence.
-
Top 10 Selection Bias Detection Skills Worth Learning
Ten selection bias detection skills: understand volunteer recruitment, attrition, survivor-only results and how selection can distort evidence.
-
Top 10 Data Definition Alignment Skills Worth Learning
Ten data definition alignment skills: reconcile units, denominators, categories, scores and time periods before merging or comparing research data.
-
Top 10 Missing Data Interpretation Skills Worth Learning
Ten missing data interpretation skills for pupils: distinguish absent scores from zeros, understand attrition, check denominators and avoid misleading conclusions.
-
Top 10 Intervention Evaluation Skills Worth Learning
Ten intervention evaluation skills: define programme goals, check delivery and reach, assess learning outcomes, costs and credible evidence before deciding what works.
-
Top 10 Counterfactual Comparison Skills Worth Learning
Ten counterfactual comparison skills: understand what would have happened without a programme, assess comparison groups and avoid confusing improvement with impact.
