کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
10482877 934302 2015 20 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Mapping digital businesses with big data: Some early findings from the UK
ترجمه فارسی عنوان
نقشه برداری کسب و کارهای دیجیتال با داده های بزرگ: برخی یافته های اولیه از انگلستان
موضوعات مرتبط
علوم انسانی و اجتماعی مدیریت، کسب و کار و حسابداری کسب و کار و مدیریت بین المللی
چکیده انگلیسی
Governments around the world want to develop their ICT industries. Researchers and policymakers thus need a clear picture of digital businesses, but conventional datasets and typologies tend to lag real-world change. We use innovative 'big data' resources to perform an alternative analysis for all active companies in the UK, focusing on ICT-producing firms. Exploiting a combination of observed and modelled variables, we develop a novel 'sector-product' approach and use text mining to provide further detail on key sector-product cells. We find that the ICT production space is around 42% larger than SIC-based estimates, with around 70,000 more companies. We also find ICT employment shares over double the conventional estimates, although this result is more speculative. Our findings are robust to various scope, selection and sample construction challenges. We use our experiences to reflect on the broader pros and cons of frontier data use.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Research Policy - Volume 44, Issue 9, November 2015, Pages 1714-1733
نویسندگان
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