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TI 2019066/VI
Bergen Institute Discussion Paperback Science in Strategy: Machine
learning and text analysis in the
study of firm growth
Dan Kolkman1
Arden van Witteloostuijn21
2Technical University
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01
Identify the key metrics for measuring firm growth such as revenue, profit margin, customer base, and market share.
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Collect data on these metrics from financial statements, market research reports, and internal reports.
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Analyze the data to determine if the firm's growth is random or has a clear pattern.
04
If the growth appears random, consider factors such as economic conditions, industry trends, and competitive landscape that may be influencing it.
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Develop a strategy to better track and predict firm growth in the future by implementing tools like forecasting models and scenario analysis.
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What is is firm growth random?
The firm growth random is a statistical method used to analyze the growth of a company in a randomized manner.
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The firm growth random typically requires information such as revenue growth, profit margins, and market share data.
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