A controlled environment facility resident may initiate submission of data to a controlled-environment facility management system using a resident media device, and some time thereafter, access to the resident media device may be restricted by the controlled-environment facility management system to submission of data, until the resident completes submission of all data required for the submission. A controlled-environment facility management system may present a controlled-environment facility resident a data collection task to be completed by the resident and may restrict access to the resident media device in an escalating manner, until the resident completes the data collection task. The controlled-environment facility management system may also request further data from the resident, in response to the resident submitting initial data and may again restrict access to the resident media device in an escalating manner, unßtil the resident completes submission of further data.