| Summary: | We examine the role of non-profits within publicly funded healthcare which runs parallel to private provision in a 'two-tier' system through a unique Big Data pipeline. Scraping tens of thousands of heterogeneous transaction datasets across a commissioning hierarchy, the processed dataset contains over £445Bn worth of transactions across 1.9m+ rows of clean data, spanning 2012-2020. Information includes but is not limited to date of procurement transaction, supplier name, and transaction value. We utilise this dataset to test a range of hypotheses related to the introduction of the Health and Social Care Act of 2012. The proportion of contracts placed with non-profit organisations is relatively low, with limited evidence as to whether the Act increased the involvement of third sector organisations in line with NHS `marketisation'. We analyse the pattern of procurement by corporate category, field of service delivery (ICNPO and SIC codes), and ‘expense area’ to show the unique array of services which voluntary organisations supply. We also analyse the pattern of commissioning across entity class and size distributions of registered charities. We conclude with a consideration of high-value Community Interest Companies, and discuss potential further areas of research within a healthcare context which such government transaction data makes possible.
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