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  "documentTitle": "Total Enterprise Reinvention",
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      "text": "We analyzed which skills are in higher demand among Reinventors than among other companies in their industry segment. This analysis was based on the Lightcast US job postings database. The list of Reinventor companies is a combination of companies identified by industry experts and those companies that fulfill all of the total enterprise reinvention criteria in the survey. The job postings were extracted from 2021 onwards.\n\nWe then calculated the share of each skill requested, compared to the total number of skills requested in all job postings. Next, we calculated the difference of skill shares between each Reinventor and its industry-segment peers. This enabled us to understand which types of skills are more important for Reinventors (because they are more likely to request them in job postings than are other firms).",
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      "text": "We used a Transformer-based natural language processing (NLP) method to analyze the investor communications of the world's largest 2,000 companies between 2018 and Q3 2022. We did this to identify patterns in mentions of key words related to business transformation and reinvention. We also performed topic modelling on extracts from investor communications related to strategy, in order to identify the co-existence of \"strategy\" topics with other technology-related topics.",
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