IJHABS
Vol 3 No 4 (2026): April

Exploring Audience Perspectives on Self-Development and Career Growth Through YouTube Comments: Evidence from the SUARA BERKELAS Podcast

Andi Nurfiana Haz (Universitas Negeri Makassar)
Chairunnisaa M Z Huzaen (Universitas Negeri Makassar)



Article Info

Publish Date
10 Jun 2026

Abstract

The growth of digital media has transformed the way individuals access information, share experiences, and engage in discussions related to self-development and career growth. Among various digital platforms, YouTube podcasts have emerged as popular sources of informal learning and personal reflection. This study explored audience perspectives on self-development and career growth through comments posted on the SUARA BERKELAS podcast on YouTube. The data consisted of 704 audience comments collected using a web scraping technique. Text preprocessing was conducted through case folding, cleaning, tokenization, and stopword removal. Subsequently, bigram analysis and Latent Dirichlet Allocation (LDA) topic modeling were applied to identify dominant discussion themes. The findings reveal five major themes: social reflection and national issues, life aspirations and future goals, youth self-development, motivation and life struggles, and concerns about the future. These themes indicate that audiences perceive the podcast not only as a source of entertainment but also as a medium for learning, self-reflection, and career development. The coherence score of 0.44 suggests that the topic model demonstrates acceptable consistency in representing audience discussions. This study highlights the role of digital podcasts in shaping audience perspectives on personal growth and career-related issues in contemporary society.

Copyrights © 2026






Journal Info

Abbrev

IJHABS

Publisher

Subject

Computer Science & IT Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Law, Crime, Criminology & Criminal Justice Library & Information Science

Description

International Journal of Humanity Advance, Business & Sciences (IJHABS) is published fourth a year in July, Oktober, january, and April. International Journal of Humanity Advance, Business & Sciences publish papers in the field of management science that give a contribution to the development of ...