The Shake-Out of the Direct-to-Consumer Beauty Tech Sub-Industry

Joseph authored a paper arguing that the Direct-to-Consumer Beauty Tech Sub-Industry is in the Shake-Out stage of the industry lifecycle, analyzing the sub-industry at the industry-wide and firm-specific levels along five dimensions: Sales, Advertising Expenses, Profit Margins, Cash Flows, and Market Structures.