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Measuring Corporate Digital Divide with web scraping: Evidence from Italy

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  • Mazzoni Leonardo
  • Pinelli Fabio
  • Riccaboni Massimo

Abstract

With the increasing pervasiveness of ICTs in the fabric of economic activities, the corporate digital divide has emerged as a new crucial topic to evaluate the IT competencies and the digital gap between firms and territories. Given the scarcity of available granular data to measure the phenomenon, most studies have used survey data. To bridge the empirical gap, we scrape the website homepage of 182 705 Italian firms, extracting ten features related to their digital footprint characteristics to develop a new corporate digital assessment index. Our results highlight a significant digital divide across dimensions, sectors and geographical locations of Italian firms, opening up new perspectives on monitoring and near-real-time data-driven analysis.

Suggested Citation

  • Mazzoni Leonardo & Pinelli Fabio & Riccaboni Massimo, 2023. "Measuring Corporate Digital Divide with web scraping: Evidence from Italy," Papers 2301.04925, arXiv.org.
    • Handle: RePEc:arx:papers:2301.04925
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    References listed on IDEAS

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    1. Ageeva, Elena & Melewar, T.C. & Foroudi, Pantea & Dennis, Charles & Jin, Zhongqi, 2018. "Examining the influence of corporate website favorability on corporate image and corporate reputation: Findings from fsQCA," Journal of Business Research, Elsevier, vol. 89(C), pages 287-304.
    2. Axenbeck, Janna & Breithaupt, Patrick, 2019. "Web-based innovation indicators: Which firm website characteristics relate to firm-level innovation activity?," ZEW Discussion Papers 19-063, ZEW - Leibniz Centre for European Economic Research.
    3. Antonelli, Cristiano, 2003. "The digital divide: understanding the economics of new information and communication technology in the global economy," Information Economics and Policy, Elsevier, vol. 15(2), pages 173-199, June.
    4. Birger Wernerfelt, 1984. "A resource‐based view of the firm," Strategic Management Journal, Wiley Blackwell, vol. 5(2), pages 171-180, April.
    5. Jan Kinne & Janna Axenbeck, 2020. "Web mining for innovation ecosystem mapping: a framework and a large-scale pilot study," Scientometrics, Springer;Akadémiai Kiadó, vol. 125(3), pages 2011-2041, December.
    6. Forman, Chris & Goldfarb, Avi & Greenstein, Shane, 2005. "How did location affect adoption of the commercial Internet? Global village vs. urban leadership," Journal of Urban Economics, Elsevier, vol. 58(3), pages 389-420, November.
    7. Matthess, Marcel & Kunkel, Stefanie, 2020. "Structural change and digitalization in developing countries: Conceptually linking the two transformations," Technology in Society, Elsevier, vol. 63(C).
    8. Li, Yin & Arora, Sanjay & Youtie, Jan & Shapira, Philip, 2018. "Using web mining to explore Triple Helix influences on growth in small and mid-size firms," Technovation, Elsevier, vol. 76, pages 3-14.
    9. Indra Abeysekera, 2019. "How Best to Communicate Intangible Resources on Websites to Inform Corporate‐Growth Reputation of Small Entrepreneurial Businesses," Journal of Small Business Management, Taylor & Francis Journals, vol. 57(3), pages 738-756, July.
    10. Karol Król & Dariusz Zdonek, 2020. "Aggregated Indices in Website Quality Assessment," Future Internet, MDPI, vol. 12(4), pages 1-23, April.
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