Classification of life histories in case series on Management Tool for Daily Life Performance using text mining: A pilot study

Shiota Shigehito, Mikami Naotaka, Tamura Takashi, Murai Chiga, Miyaguchi Hideki

doi:10.32178/jotr.42.6_817

Bibliographic Information

Other Title

テキストマイニングを用いた生活行為向上マネジメント事例における生活歴の分類の試み
─予備的研究─

Abstract

<p>The establishment of methods for assessing personal factors, including life histories, is an urgent issue in the practice of patient/person-centered occupational therapy. The purpose of this study was to classify the life histories in case series on Management Tool for Daily Life Performance (MTDLP) using text mining. We extracted textual data of life histories for 100 MTDLP cases and created co-occurrence networks using text mining. Additionally, we classified categories of life history text data into ICF codes. The most frequent words in the text data for life history were 'husband' 85 times, 'work' 76 times, and 'housework' 61 times, in that order. We analyzed the categories of the co-occurrence network, which were categorized into three life event items ('high school graduation', 'marriage and childbearing', and 'retirement') and seven activity and participation items ('d475: Driving', 'd5: Self-care', 'd6: Domestic life', 'd760: Family relationships', 'd850: Remunerative employment', 'd910: Community life' and 'd920: Recreation and leisure'). We found that occupational therapists describe life histories focusing on social participation at each life stage.</p>

Journal

Japanese Occupational Therapy Research

Japanese Occupational Therapy Research 42 (6), 817-820, 2023-12-15

Japanese Association of Occupational Therapists

Keywords

Details 詳細情報について

CRID: 1390579941286676864

DOI: 10.32178/jotr.42.6_817

ISSN: 24344419; 02894920

Text Lang: ja

Data Source

JaLC

Abstract License Flag: Disallowed

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