Business Commons^™

How Do Firms Use Social Media: Topic Modeling Of Twitter Brand Posts Of Four Indonesian Skincare Brands, Annisafira L. Lestari, Arga Hananto

ASEAN Marketing Journal

Manuscript type: Empirical paper

Research Aims: This paper aims to identify the topics of social media posts (on Twitter) from local skincare brands in Indonesia.

Design/methodology/approach: This descriptive study applied text analysis methods, specifically frequency analysis and topic modeling with the Latent Dirichlet Allocation (LDA) method. Data were collected from the top four skincare brands with over 10,000 followers using Twitter Academic API interfaced through the Twarc package in Python. The dataset contained 1290 tweets from Wardah, 17,491 tweets from Avoskin, 1,968 tweets from Somethinc, and 590 tweets from Whitelab. The data analysis used quanteda and …

The Role Of Live Streaming In Building Consumer Trust, Engagement, And Purchase Intention In Indonesian Social Commerce Thrift Clothes Sellers, Amyra Salsabela Yasser, Gita Gayatri

ASEAN Marketing Journal

Manuscript type: Research Article

Research Aims: Examine the relationship between shopping values consumers perceive during live streaming and their trust, engagement, and intention to purchase from Indonesian social commerce thrift clothes sellers.

Design/methodology/approach: Data was gathered through an online survey from consumers who have watched a live-streaming session of an online thrift clothes shop on Instagram. Data were analysed using covariance-based Structural Equation Modelling (SEM).

Research Findings: The output shows that only the utilitarian value of live stream positively affects trust in products and sellers. The variable engagement was only significantly affected by hedonic value. Additionally, the only …