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    A Comparative Study on Choice Model of Hotel Using Probabilistic Choice Model : Focused on Busan Area

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    https://www.riss.kr/link?id=A104006189

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    다국어 초록 (Multilingual Abstract) kakao i 다국어 번역

    This study analyzed the tourist choice process as what they consider attributes and how they select a hotel when they choose it in Busan.
    The empirical study was conducted two hundred tourists by means of logit model as a multinomial logit (MNL) model and two nested logit (NL) models. Based on the results, this study is to suggest strategic implications and to propose validity of three models by comparing with inclusive value (IV) and rho-square (p²). this study shown that validity of nested logit 1 (NL1) model compared with inclusive value (IV) and rho-sqaure (p²) fit more than multinomial logit model when the tourist chooses a hotel.
    So, it has its meaning on providing that his or her alternative choice is done hierarchically, nested logit model (NL) is more appropriate than multinomial logit (MNL) model as same as the results of antecedent studies.
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    This study analyzed the tourist choice process as what they consider attributes and how they select a hotel when they choose it in Busan. The empirical study was conducted two hundred tourists by means of logit model as a multinomial logit (MNL) model...

    This study analyzed the tourist choice process as what they consider attributes and how they select a hotel when they choose it in Busan.
    The empirical study was conducted two hundred tourists by means of logit model as a multinomial logit (MNL) model and two nested logit (NL) models. Based on the results, this study is to suggest strategic implications and to propose validity of three models by comparing with inclusive value (IV) and rho-square (p²). this study shown that validity of nested logit 1 (NL1) model compared with inclusive value (IV) and rho-sqaure (p²) fit more than multinomial logit model when the tourist chooses a hotel.
    So, it has its meaning on providing that his or her alternative choice is done hierarchically, nested logit model (NL) is more appropriate than multinomial logit (MNL) model as same as the results of antecedent studies.

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    참고문헌 (Reference)

    1 윤유식, "호텔선택속성 포지셔닝 분석을 통한 서울지역 특급호텔 경쟁력 비교 - 서울지역 내국인의 평가를 중심으로 -" 한국호텔외식경영학회 18 (18): 23-44, 2009

    2 이강호, "호텔산업에서의 고객 불평사례 비교연구-특급호텔 객실 부서 중심으로-" 한국관광.레저학회 16 (16): 121-135, 2004

    3 이강호, "로짓을 이용한 호텔 선택 모형 비교 연구: 해운대 지역 호텔을 중심으로" 한국호텔관광학회 12 (12): 233-243, 2010

    4 이강호, "로짓 모형을 이용한 대학 및 관광관련학과 선택 예측 모형에 관한 연구" 한국경영교육학회 (62) : 125-145, 2010

    5 Malhotra, N, "The Use of Linear Logit Models in Market Research" 21 : 20-31, 1984

    6 Gensch, D., "The Multinomial Logit Choice Model" 16 : 124-132, 1979

    7 Thurstone, A, "The Measurement of Values" University of Chicago Press 1952

    8 Chipman J, "The Foundations of Utility" 28 : 193-224, 1960

    9 Yang, J, "The Effect of Sampling of Alternatives on MNL Model: An Empirical Analysis in the Context of Shopping-destination Choice Models" 75-80, 2009

    10 Cadotte, R, "The Connell H.R.A quarterly(Key factors in guest satisfaction)" Connell University School of Administration 1988

    1 윤유식, "호텔선택속성 포지셔닝 분석을 통한 서울지역 특급호텔 경쟁력 비교 - 서울지역 내국인의 평가를 중심으로 -" 한국호텔외식경영학회 18 (18): 23-44, 2009

    2 이강호, "호텔산업에서의 고객 불평사례 비교연구-특급호텔 객실 부서 중심으로-" 한국관광.레저학회 16 (16): 121-135, 2004

    3 이강호, "로짓을 이용한 호텔 선택 모형 비교 연구: 해운대 지역 호텔을 중심으로" 한국호텔관광학회 12 (12): 233-243, 2010

    4 이강호, "로짓 모형을 이용한 대학 및 관광관련학과 선택 예측 모형에 관한 연구" 한국경영교육학회 (62) : 125-145, 2010

    5 Malhotra, N, "The Use of Linear Logit Models in Market Research" 21 : 20-31, 1984

    6 Gensch, D., "The Multinomial Logit Choice Model" 16 : 124-132, 1979

    7 Thurstone, A, "The Measurement of Values" University of Chicago Press 1952

    8 Chipman J, "The Foundations of Utility" 28 : 193-224, 1960

    9 Yang, J, "The Effect of Sampling of Alternatives on MNL Model: An Empirical Analysis in the Context of Shopping-destination Choice Models" 75-80, 2009

    10 Cadotte, R, "The Connell H.R.A quarterly(Key factors in guest satisfaction)" Connell University School of Administration 1988

    11 Lewis, C., "The Connell H.R.A quarterly(Isolating differences in hotel attributes)" Connell University School of Administration 1984

    12 Knutson, J, "The Connell H.R.A quarterly (Frequent travelers)" Conell University School of Administration 1988

    13 Payne, J, "Task Complexity and Contingent Processing in Decision Making: An Information Search and Protocol Analysis" 16 : 366-387, 1976

    14 He, M., "Study Based on MNL Model about Choices of Traffic Modes Experimental Analysis on the Survey Data in Beijing Area" 2882-2887, 2008

    15 Louviere, J, "Stated Choice Method: Analysis and Application" Cambridge University Press 2000

    16 Hensher, D, "Specification and Estimation of the Nested Logit Model: Alternative Normalization" 36 (36): 1-17, 2002

    17 Mayer, R, "Probabilistic Models of Consumer Choice Behavior, in Handbook of Consumer Behavior" Prentice-Hall Inc 1991

    18 Jones, S, "Modeling Corporate Failure: A Multinomial Nested Logit Analysis for Unordered Outcomes" 39 : 89-107, 2007

    19 Greene, W, "LIMDEP User's Manual and Reference Guide. version 7.0" Econometric Software, Inc 1991

    20 Bettman, J, "Information Processing Models of Consumers Behaviors" 7 : 370-376, 1971

    21 Luce, R, "Individual Choice Behavior" John Wiley & Sons 1959

    22 Robertson, T.S, "Handbook of Consumer Behavior" Prentice-Hall 85-123,

    23 Michiel, C, "Efficient Stated Choice Experiments for Estimating Nested Logit Models" 43 : 19-35, 2009

    24 Callen RJ, "Development of a Framework for the Determination of Attributes used for Hotel Selection" 18 (18): 53-74, 1994

    25 McFadden, D, "Conditional Logit Analysis of Qualitative Choice Behavior, In Frontiers in Econometrics" Academic Press 1973

    26 Swait, J, "Choice Set Generation within the Generalized Extreme Value Family of Discrete Choice Model" 35 (35): 643-667, 2001

    27 An, K. H, "An Empirical Analysis of Competitive Market Structure Using Discrete Probabilistic Choice Models" 7 (7): 75-90, 1996

    28 Koppelman, F, "Alternative Nested Logit Models: Structure and Estimation" 32 (32): 289-298, 1998

    29 Hauser, J, "Agenda and Consumer Choice" 23 : 199-222, 1986

    30 Gensch, D, "A Two-stage Disaggregate Attribute Choice Model" 6 (6): 223-239, 1987

    31 Son, S.H, "A Study on the Hotel Choice Factors far Hotel Other Facility Factors" 11 : 99-112, 2001

    32 Moore, W, "A Paired Comparison Nested Logit Model of Individual Preference Structure" 26 : 420-428, 1989

    33 Park. S.H, "A Critical Review Comsumer Choice Model and Market Structure Analysis" 5 (5): 1-23, 1994

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