神戸大学附属図書館デジタルアーカイブ
入力補助
English
カテゴリ
学内刊行物
ランキング
アクセスランキング
ダウンロードランキング
https://hdl.handle.net/20.500.14094/90007386
このアイテムのアクセス数:
25
件
(
2024-04-26
00:23 集計
)
閲覧可能ファイル
ファイル
フォーマット
サイズ
閲覧回数
説明
90007386 (fulltext)
pdf
529 KB
13
メタデータ
ファイル出力
メタデータID
90007386
アクセス権
open access
出版タイプ
Version of Record
タイトル
The effects of risk-taking, exploitation, and exploration on creativity
著者
著者ID
A0683
研究者ID
1000020294192
KUID
https://kuid-rm-web.ofc.kobe-u.ac.jp/search/detail?systemId=8460cb8627a53073520e17560c007669
著者名
Harada, Tsutomu
原田, 勉
ハラダ, ツトム
所属機関名
経営学研究科
収録物名
PLoS ONE
巻(号)
15(7)
ページ
e0235698-e0235698
出版者
Public Library of Science
刊行日
2020-07-30
公開日
2020-08-25
抄録
The purpose of this paper was to investigate the effects of risk-taking, exploitation, and exploration on creativity by taking a model-based computational approach to both divergent and convergent thinking as primary ingredients of creativity. We adopted a reinforcement learning framework of Q learning to provide a simple, rigorous account of behavior in the decision-making process and examined the determinants of divergent and convergent thinking. Our findings revealed that risk-taking has positive effects on divergent thinking, but not related to convergent thinking. In particular, divergent thinkers with a high learning capacity were more likely to engage in risk-taking when facing losses than when facing gains. This risk-taking behavior not only contributes to the rapid achievement of learning convergence, but is also associated with high performance in divergent thinking tasks. Conversely, both exploitation and exploration had no significant effects on creativity once these risk attitudes were considered. Moreover, while convergent thinking relied on personality characteristics, it was not associated with risk-taking, exploitation, or exploration.
カテゴリ
経営学研究科
学術雑誌論文
権利
© 2020 Tsutomu Harada.
This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
詳細を表示
資源タイプ
journal article
言語
English (英語)
eISSN
1932-6203
OPACで所蔵を検索
CiNiiで学外所蔵を検索
関連情報
DOI
https://doi.org/10.1371/journal.pone.0235698
ホームへ戻る