Indonesian Journal of Industrial Engineering & Management
Vol 7, No 1: February 2026

Customer Loyalty Analysis with Markov Chain and Customer Bonding Strategy: Case Study at PT XYZ

Anwar, Balqis (Unknown)
Lahay, Idham Halid (Unknown)
Uloli, Hendra (Unknown)



Article Info

Publish Date
26 Mar 2026

Abstract

Thiis stiudy aiims to analyze customer loyalty at PT XYZ is using the Markov Chain approach and Customer Bonding strategy. The research method combines quantitative analysis through Markov Chain to predict customer switching and qualitative analysis through questionnaires to measure the effectiveness of the Customer Bonding strategy. The results showed that the probability of customers staying was 54%, while the probability of moving to competitors was 46%. The Customer Bonding strategy, especially in the aspects of relationship bonding and advocacy bonding, has proven effective in increasing customer loyalty. The strategies that can be carried out so that XYZ Workshop does not experience a drastic decline in customers are by implementing strategies such as: Customer Retention Strategy, Improving Quality and Differentiation, Expanding Market Access, and Reanalyzing Business Models. However, the availability of spare parts and product design are still weaknesses that need to be improved.This study provides practical implications for companies in designing more effective customer retention strategies.

Copyrights © 2026






Journal Info

Abbrev

ijiem

Publisher

Subject

Control & Systems Engineering Decision Sciences, Operations Research & Management Engineering Industrial & Manufacturing Engineering

Description

The journal aims to advance the theoretical and applied knowledge of this rapidly evolving field, with a special focus on industrial engineering and management, organisation of production processes, management of production knowledge, computer integrated management of production flow, enterprise ...