ERIC Number: EJ1394340
Record Type: Journal
Publication Date: 2023
Pages: 16
Abstractor: As Provided
ISBN: N/A
ISSN: ISSN-1052-8008
EISSN: EISSN-2153-9987
Available Date: N/A
Application of Python in Marketing Education: A Big Data Analytics Perspective
Teimourzadeh, Aria; Kakavand, Samaneh; Kakavand, Benjamin
Marketing Education Review, v33 n3 p226-241 2023
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.
Descriptors: Marketing, Teaching Methods, Programming Languages, Data Analysis, Business Schools, Visual Aids, Guidelines, Instructional Effectiveness, Undergraduate Students, Student Attitudes, Outcomes of Education, Learning Experience, Foreign Countries, Measures (Individuals), Rating Scales, Career Education
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Publication Type: Journal Articles; Reports - Research
Education Level: Higher Education; Postsecondary Education
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A
Identifiers - Location: Canada
Grant or Contract Numbers: N/A
Author Affiliations: N/A