書誌事項
- タイトル別名
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- Comparative Analysis of the Components Affecting Local Vitality and Resident Well-Being in All Regions of Japan: Approach using Bayesian Network Modeling
- ──ベイジアンネットワークモデリングによるアプローチ──
抄録
<p> To maintain a vibrant Japanese society, analysis of how to revitalize local areas is needed. In modeling, individual residents’ feelings of well-being and the vitality of the concerned area, as well as features of the residential area should be included as explanatory variables. Many local governments try to improve local vitality and resident well-being. However, no comprehensive analysis of factor structures of local vitality and well-being of residents has ever been done in Japan. Therefore, we analyzed factor structures of local vitality and well-being of residents in each prefecture of Japan using a Bayesian network model. Furthermore, we extracted effective variables for improvement of feelings of vitality and well-being by probabilistic reasoning. In addition, we classified prefectures by the results of probabilistic reasoning, and compared the characteristic variables that affect vitality and well-being among six types.</p><p>JEL Classifications:C11, R11, O53</p>
収録刊行物
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- 地域学研究
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地域学研究 50 (1), 137-174, 2020
日本地域学会
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詳細情報 詳細情報について
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- CRID
- 1390849376467466752
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- NII論文ID
- 130007931404
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- ISSN
- 18806465
- 02876256
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- 本文言語コード
- ja
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- データソース種別
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- JaLC
- Crossref
- CiNii Articles
- KAKEN
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- 抄録ライセンスフラグ
- 使用不可