The analysis is based on nationally representative data from 33 MICS and 1 DHS surveys. Questions on child discipline were addressed to the mother (or primary caregiver) of one randomly selected child aged 2–14 years in each household. The questionnaire asked whether any member of the household had used various violent and non-violent disciplinary practices with that child during the past month. Additionally, the interviewers asked the respondent if she believed that, in order to bring up that child properly, physical punishment was necessary. The sample included 166,635 mothers/primary caregivers.

Results
The analysis shows that, in most countries, the majority of mothers/primary caregivers did not think there was a need for physical punishment. Overall, characteristics such as household wealth and size, educational level and age, as well as place of residence were significantly associated with caregivers’ attitudes. The analysis confirms that beliefs influence disciplinary practices to a large degree: in all the countries but two, children were significantly more likely to experience physical punishment if their mothers/primary caregivers thought such punishment was needed. However, large proportions of children were found to be subject to physical punishment even if their mothers/primary caregivers did not consider this method necessary. This discrepancy between attitudes and behaviors is observed, although to different extents, in all the countries and across groups of mothers/primary caregivers with different levels of education and wealth.

Conclusions
The data presented in this article are among the few resources available to help develop a more global understanding of caregivers’ motivation in using violent discipline across a multitude of low- and middle-income countries. As such, the analysis of these data provides important insights for the development of effective strategies that will promote positive parenting practices. However, further data collection and analysis are needed to fully understand the reasons why physical punishment is used – even when caregivers do not think such method is necessary – opening the door for an even sharper programmatic response to change the practice.