Visual analysis of customer switching behavior pattern mining for takeout service

2020 ◽  
Vol 57 ◽  
pp. 100946 ◽  
Author(s):  
Yaru Du ◽  
Hong Yin ◽  
Changbo Wang ◽  
Chenhui Li
2021 ◽  
Vol 3 (1) ◽  
pp. 27-33
Author(s):  
Rozaq M. Yasin ◽  
Siti Norjanah

Ideally, a Muslim will easily decide to consume cosmetic product that have a halal label compared to cosmetic product that are not yet labeled halal. However, there are many people who switch use of product even though they are labeled halal. This study aims to analyze behavior patterns and factors that probability influence customers to switch away from halal cosmetic products. This study used primarly data with purposive sampling of 100 respondents in special region of Yogyakarta. Using logistic regression, the results show that the behavior pattern of customer switching for halal cosmetic products was dominated by the Millennial generation who have high curiosity and aggressiveness so that this generation's behavior tends to be disloyal, including consuming cosmetics with halal products. Pricing, sales promotion, reputation and sales ethics have probability to influence customer switching behavior of halal cosmetic products. The halal cosmetic industry needs to pay attention to the behavior patterns of millennial generation, especially in terms of factors that probability influence to switch from halal cosmetic products.


2018 ◽  
Vol 1 (3) ◽  
pp. 53
Author(s):  
Bushra Mahadin

Purpose-This paper aims to investigate factors that affect customer switching from Internal Combustion Engine Vehicles (ICEV’s) to Hybrid Electrical Vehicles (HEV’s), in Jordan for the period of (2010-2014).Design/methodology/approach-A self-administered survey was hand-delivered to the targeted sample of car users in Jordan. The authors delivered 400 questionnaires to customers, from which 333 were deemed valid for the analysis, corresponding to the percentage of (83.25%) which indicates the validity of the study. Findings- There was no difference in switching behavior between (ICEV’s) and (HEV’s) based on gender in the Jordanian market. Fuel consumption efficiency was the number one variable that supports the switching behavior towards (HEV's), followed by Eco friendliness, lower taxes and technological features. Price and the current trend in the market were the least supporting factors. In addition to that the perception of the battery life of (HEV's), limited choices in the market, lack of information and fear of the relatively new technology were the major hindering factors of choosing an (HEV).Research limitations-Future research needs to investigate other factors that may affect customers’ behavior such as perceived image, trust, and subjective norms. Future research should investigate into the importance of environmental awareness and new technologies, and gender differences in behavior. From an international marketing standpoint, comparative studies between Jordanian and non-Jordanian customers are potential areas of future research for international marketing strategies and cross-cultural consumer behaviour analysis. Practical implications-The paper identifies the determinants of switching behavior. marketers should focus addressing customers concerns in terms of providing enough information and building awareness towards the technology and it's benefits towards the society and the environment.Originality/value-Our study is one of the few in Jordan that investigates the switching behavior towards vehicles technology. Our study is thought to have made a modest contribution to consumer behaviour literature and, specifically, for decision making process. It offers marketers insights into the determinants of switching behavior towards the hybrid vechicle technology and how this contribute to consumers’ decision making process and attitudes to achieve the intended behavioural outcomes


2021 ◽  
pp. 111085
Author(s):  
Qun Mao ◽  
Weiwei Wang ◽  
Feng You ◽  
Ruilian Zhao ◽  
Zheng Li

2021 ◽  
pp. 663-678
Author(s):  
Ling Song ◽  
Hongxin Liu ◽  
Shunming Lyu ◽  
Yi Liu ◽  
Xiaofei Niu ◽  
...  

Author(s):  
Chandra Sekhar Patro

The telecom services have been an imperative means for socio-economic development of a country and a large contributor to the rapid growth and modernization of various sectors of the economy. In recent years, the mobile services are having enormous growth due to rapid changes in technology. The mobile users have the choice to switch from one telecom operator to another within the telecom circle without the change of phone number. The introduction to MNP promoted more competition in the telecom sector and forced service providers to improve service quality and reduce prices. Therefore, it is necessary to understand the factors influencing customer switching behaviour for using mobile number portability. The study identified that the respondents are not only aware of MNP but also know the procedure of using MNP. The results show that service payout, trustworthiness, responsiveness, and monetary value have a positive influence on customers to switch over other service providers whereas accessibility and technology do not have a positive influence on customer switching behaviour.


1995 ◽  
Vol 59 (2) ◽  
pp. 71-82 ◽  
Author(s):  
Susan M. Keaveney

Customer switching behavior damages market share and profitability of service firms yet has remained virtually unexplored in the marketing literature. The author reports results of a critical incident study conducted among more than 500 service customers. The research identifies more than 800 critical behaviors of service firms that caused customers to switch services. Customers’ reasons for switching services were classified into eight general categories. The author then discusses implications for further model development and offers recommendations for managers of service firms.


Sign in / Sign up

Export Citation Format

Share Document