Understanding Japanese tourists' shopping preferences using the Decision Tree Analysis method

被引:81
|
作者
Kim, Samuel Seongseop [1 ]
Timothy, Dallen J. [2 ]
Hwang, Jinsoo [3 ]
机构
[1] Hong Kong Polytech Univ, Sch Hotel & Tourism Management, Kowloon, Hong Kong, Peoples R China
[2] Arizona State Univ, Sch Community Resources & Dev, Phoenix, AZ 85004 USA
[3] Kansas State Univ, Dept Hospitality Management & Dietet, Manhattan, KS 66506 USA
关键词
Shopping; Japanese tourists; Decision Tree Analysis; CHAID; MARKET-SEGMENTATION; EXPENDITURE; MALL;
D O I
10.1016/j.tourman.2010.04.008
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
This study was designed to assess the factors affecting Japanese tourists' shopping preference and intention to revisit Korea. The analytical method applied in this study was Decision Tree Analysis, which is under-utilized in tourism studies. A total of 300 questionnaires were collected on the basis of on-site survey method and used for data analysis. Among interesting findings, three groups including 'respondents who were satisfied, accompanied, and spent US$50-300 on shopping', 'respondents who were satisfied, accompanied, and had a shopping expenditure of US$300-1000' and 'respondents who were satisfied, accompanied, and had a shopping expenditure of US$1000-5000,' showed a high level of intention to return to Korea for the purpose of shopping. In addition, two groups 'those who were interested in shopping in Korea, preferred a shopping mall as a shopping destination, and had an educational level of below high school' and 'those who were interested in shopping in Korea, preferred a shopping mall as a shopping destination, and had an educational level of a college graduate or above' showed a higher level interest in merchandise than in shopping venue attractiveness. (C) 2010 Published by Elsevier Ltd.
引用
收藏
页码:544 / 554
页数:11
相关论文
共 50 条
  • [31] LHTNDT: Learn HTN method preconditions using decision tree
    Nargesian, Faterneh
    Ghassem-Sani, Gholarnreza
    [J]. ICINCO 2008: PROCEEDINGS OF THE FIFTH INTERNATIONAL CONFERENCE ON INFORMATICS IN CONTROL, AUTOMATION AND ROBOTICS, VOL ICSO: INTELLIGENT CONTROL SYSTEMS AND OPTIMIZATION, 2008, : 60 - 65
  • [32] A hybrid decision tree training method using data streams
    Michal Wozniak
    [J]. Knowledge and Information Systems, 2011, 29 : 335 - 347
  • [33] Prediction of thyroid disease using decision tree ensemble method
    Dhyan Chandra Yadav
    Saurabh Pal
    [J]. Human-Intelligent Systems Integration, 2020, 2 (1-4) : 89 - 95
  • [34] A hybrid decision tree training method using data streams
    Wozniak, Michal
    [J]. KNOWLEDGE AND INFORMATION SYSTEMS, 2011, 29 (02) : 335 - 347
  • [35] An implementation method for Arabic keyword tendency using decision tree
    Hashim, Hasan
    Atlam, El-Sayed
    Alzighaibi, Ahmad Reda
    Almaliki, Malik
    [J]. INTERNATIONAL JOURNAL OF COMPUTER APPLICATIONS IN TECHNOLOGY, 2020, 63 (1-2) : 55 - 63
  • [36] Transmembrane segments prediction and understanding using support vector machine and decision tree
    He, JY
    Hu, HJ
    Harrison, R
    Tai, PC
    Pan, Y
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2006, 30 (01) : 64 - 72
  • [37] Analysis of micropollutants in a marine outfall using network analysis and decision tree
    Baek, Sang-Soo
    Yun, Daeun
    Pyo, JongCheol
    Kang, Daeho
    Cho, Kyung Hwa
    Jeon, Junho
    [J]. SCIENCE OF THE TOTAL ENVIRONMENT, 2022, 806
  • [38] Depression treatment preferences among Japanese undergraduates: Using conjoint analysis
    Okumura, Yasuyuki
    Sakamoto, Shinji
    [J]. INTERNATIONAL JOURNAL OF SOCIAL PSYCHIATRY, 2012, 58 (02) : 195 - 203
  • [39] Decision Tree Analysis of Sustainable and Ethical Food Preferences of Undergraduate Students of Gastronomy and Culinary Arts
    Sahin, Esra
    Demir, Zuhal Gok
    [J]. SUSTAINABILITY, 2023, 15 (04)
  • [40] A NEW METHOD FOR PREDICTING VEGETATION DISTRIBUTIONS USING DECISION TREE ANALYSIS IN A GEOGRAPHIC INFORMATION-SYSTEM
    MOORE, DM
    LEES, BG
    DAVEY, SM
    [J]. ENVIRONMENTAL MANAGEMENT, 1991, 15 (01) : 59 - 71