- Cost: Accelerometers can be expensive, which may limit their use in large-scale studies or in low-resource settings. - Compliance: Ensuring that children wear the devices consistently can be challenging. - Interpretation of Data: While accelerometers provide a wealth of data, interpreting this data can be complex and requires specialized knowledge.