"From a web scraping perspective, the digitalization of German craft businesses has resulted in 4,444 urban-rural divides.”

"From a web scraping perspective, the digitalization of German craft businesses has resulted in 4,444 urban-rural divides.”

Registration ID: IJNRD_209255

Published ID: IJNRD2312198

DOI: Click Here to Get

Khushi Pandey , Chinmayee Tale , Rajnandini Rajeshirke , Tanmayi Yere , Rupali Jadhav

Digital divide · Digitalization · Rural · Small and Medium-Sized Enterprises · Urban · Web-scraping

The digital transformation of German craft businesses has been a pivotal force reshaping economic landscapes, yet it has inadvertently revealed stark urban-rural divides. This study delves into the intricate web of these disparities, examining how web scraping, a technique for extracting data from websites, unveils a staggering 4,444 distinct divides between urban and rural areas in Germany. Employing sophisticated web scraping methodologies, this research analyzes digital footprints of craft businesses across Germany, meticulously mapping their online presence. The findings illuminate a profound disparity in digitalization adoption, starkly evident between urban and rural regions. Urban centers boast a robust digital footprint, showcasing a multitude of craft businesses embracing online platforms, thereby fostering innovation, accessibility, and broader market reach. Conversely, rural areas exhibit a conspicuous digital divide, with significantly fewer craft businesses engaging in online representation. This chasm results in limited visibility, reduced competitiveness, and constrained access to markets for rural artisans. Factors contributing to this rift include infrastructural disparities, varying technological literacy, and differential access to resources between urban and rural settings. Understanding these divides is imperative for policymakers, industry stakeholders, and community leaders. Bridging this digital gap necessitates targeted interventions such as infrastructure development, digital literacy initiatives, and tailored support mechanisms for rural craft businesses. Collaboration between public and private sectors is essential to empower these businesses, foster inclusive growth, and mitigate the widening disparities stemming from digitalization. Ultimately, this study underscores the urgent need for comprehensive strategies to ensure equitable digitalization across urban and rural landscapes. By addressing these divides, Germany can harness the full potential of its craft businesses, fostering economic resilience and promoting socio-economic balance across regions. The insights gleaned from this research serve as a catalyst for informed policymaking and concerted efforts towards a more inclusive and digitally empowered future for all craft businesses in Germany.

Published Paper   E-Certificate

""From a web scraping perspective, the digitalization of German craft businesses has resulted in 4,444 urban-rural divides.”", IJNRD - INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT (www.IJNRD.org), ISSN:2456-4184, Vol.8, Issue 12, page no.b789-b791, December-2023, Available :https://ijnrd.org/papers/IJNRD2312198.pdf

Volume 8 Issue 12, December-2023

Pages : b789-b791

Paper Reg. ID: IJNRD_209255

Published Paper Id: IJNRD2312198

Downloads: 000121139

Research Area: Computer Engineering 

Country: Pune, Maharashtra, Maharashtra, India

Published Paper PDF: https://ijnrd.org/papers/IJNRD2312198.pdf

Published Paper URL: https://ijnrd.org/viewpaperforall?paper=IJNRD2312198

Journal Name: INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT(IJNRD)

ISSN: 2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar | ESTD YEAR: 2016

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Publisher: IJNRD (IJ Publication) Janvi Wave

This work is licensed under a Creative Commons Attribution 4.0 International License and The Open Definition

Call For Paper - Volume 10 | Issue 8 | August 2025

IJNRD is Scholarly open access journals, Peer-reviewed, and Refereed Journals, High Impact factor 8.76 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool), Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI) with Open-Access Publications.

INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT (IJNRD) aims to explore advances in research pertaining to applied, theoretical and experimental Technological studies. The goal is to promote scientific information interchange between researchers, developers, engineers, students, and practitioners working in and around the world. IJNRD will provide an opportunity for practitioners and educators of engineering field to exchange research evidence, models of best practice and innovative ideas.

Indexing In Google Scholar, SSRN, ResearcherID-Publons, Semantic Scholar | AI-Powered Research Tool, Microsoft Academic, Academia.edu, arXiv.org, Research Gate, CiteSeerX, ResearcherID Thomson Reuters, Mendeley : reference manager, DocStoc, ISSUU, Scribd, and many more

How to submit the paper?

Important Dates for Current issue

Paper Submission Open For: August 2025

Current Issue: Volume 10 | Issue 8

Last Date for Paper Submission: Till 31-Aug-2025

Notification of Review Result: Within 1-2 Days after Submitting paper.

Publication of Paper: Within 01-02 Days after Submititng documents.

Frequency: Monthly (12 issue Annually).

Journal Type: International Peer-reviewed, Refereed, and Open Access Journal.

Subject Category: Research Area