This working paper presents the normative, empirical, and policy motivations for focusing on multidimensional poverty measurement and analysis in general, and one measurement approach in particular. The fundamental normative motivation is to create effective measures that better reflect poor people’s experience, so that policies using such measures reduce poverty. Such measures are needed because, empirically, income-poor households are (surprisingly) not well-matched to households carrying other basic deprivations like malnutrition; also the trends of income and non-income deprivations are not matched, and nor does growth ensure the reduction of social deprivations. And, a dashboard overlooks the interconnection between deprivations, which people experience and policies seek to address. Turning to policy, we close by discussing how the Alkire-Foster methodology we present in Working Paper 86 (“Multidimensional Poverty Measurement and Analysis: Chapter 5 – The Alkire-Foster Counting Methology”) may be used.