make the benefits from registration more visible and substantial original data extractions were needed since the available datasets eg labour force statistics published by oecd and ilo do not provide distinct information on the selfemployed with and without employees this disaggregation is highly relevant because gender differences are generally more marked for the class of business owners with paid employees selfemployed with employees or employers both unincorporated and incorporated female and male employers are included in figure when the information is available