Treffer: Application of Python in Marketing Education: A Big Data Analytics Perspective

Title:
Application of Python in Marketing Education: A Big Data Analytics Perspective
Language:
English
Authors:
Source:
Marketing Education Review. 2023 33(3):226-241.
Availability:
Routledge. Available from: Taylor & Francis, Ltd. 530 Walnut Street Suite 850, Philadelphia, PA 19106. Tel: 800-354-1420; Tel: 215-625-8900; Fax: 215-207-0050; Web site: http://www.tandf.co.uk/journals
Peer Reviewed:
Y
Page Count:
16
Publication Date:
2023
Document Type:
Fachzeitschrift Journal Articles<br />Reports - Research
Education Level:
Higher Education
Postsecondary Education
Geographic Terms:
DOI:
10.1080/10528008.2021.2021374
ISSN:
1052-8008
2153-9987
Entry Date:
2023
Accession Number:
EJ1394340
Database:
ERIC

Weitere Informationen

In the era of big data, many business organizations consider data analytics skills as important criteria in the acquisition of qualified applicants. As numerous managerial decisions in the field of marketing are becoming evidence-based, business schools have integrated case studies about different stages of data analytics such as problem identification, data collection, data processing, data analysis and data visualization in order to improve the knowledge of marketing students. Although case studies can provide a good theoretical foundation about data analytics in the field of marketing, but they may not be sufficient for building analytical skills from a technical perspective. This paper provides a guideline on how Python as a programming language can be used to explore large datasets and improve marketing students' capabilities with a focus on data processing, data analysis and data visualization tasks. In this research, a survey was conducted to measure the teaching effectiveness and overall satisfaction of marketing students (n = 84) in a Canadian university. The evidence suggests that Python libraries designed for marketing-related data analysis and data visualization have positive outcomes in students' learning experience and perception of teaching effectiveness.

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