GPS機能を内蔵したモバイル機器の普及により，属性情報付きの位置データを大規模に収集することが容易になった．オンラインアンケートで消費者の消費傾向や属性を取得し，個人情報保護に配慮したうえでアンケート結果と位置情報ログを結びつけることによって，実際の行動と消費意欲の関係を分析することができる．なお，そのような位置情報ログを「属性付き位置情報ログ」と定義した．今回，首都圏において約1,800名の参加者を募って1カ月弱にわたり実験を実施した．その結果，いくつかの消費傾向分野において参加者の意識は実際の行動に反映されていることが明らかとなった．The widespread of mobile devices makes it easy to collect location-based personal information on a broad scale. After acquiring consumption tendency and personal individual attribute via on-line questionnaire, associating the result of the questionnaire and the location-based personal information log, which named "the location-based personal information log with individual attribute," enables an analysis on the relation between personal behaviors and their intention. This time, with the help of approximately 1,800 participants, an experiment has been conducted in the Tokyo metropolitan area. The result revealed that the intention of participants to spend their money on several types of services and products were reflected to the log of their behavior. In this papar, details of the experiment and the result are reported.