This webinar provides an overview of the history of the use of crowdsourcing for research data collection, addresses issues of identifiability and representativeness of MTurk workers, and describes techniques that have been developed to ensure both meaningful consent as well as mechanisms for ensuring that MTurk workers get compensated for their participation even if they were to withdraw from the study.