Text sophistication and sophisticated investors
We show that two novel measures of text sophistication, applied to hedge fund strategy descriptions, encapsulate incremental information about funds. Consistent with the linguistics literature, hedge funds with lexically diverse strategy descriptions outperform, eschew tail risk, and encounter fewer...
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Institutional Knowledge at Singapore Management University
2019
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sg-smu-ink.lkcsb_research-73952019-09-20T02:41:23Z Text sophistication and sophisticated investors JOENVAARA, Juha KARPPINEN, Jari TEO, Song Wee Melvyn TIU, Cristian Ioan We show that two novel measures of text sophistication, applied to hedge fund strategy descriptions, encapsulate incremental information about funds. Consistent with the linguistics literature, hedge funds with lexically diverse strategy descriptions outperform, eschew tail risk, and encounter fewer regulatory problems. In line with the literature, hedge funds with syntactically complex strategy descriptions report more regulatory violations and trigger more severe infractions. Fund investors recognize the dichotomy and direct flows accordingly, but not enough to erode away the alphas of lexically diverse funds. Our findings suggest that text sophistication measures provide texture on the cognitive ability and trustworthiness of sophisticated investors. 2019-08-01T07:00:00Z text application/pdf https://ink.library.smu.edu.sg/lkcsb_research/6396 https://ink.library.smu.edu.sg/context/lkcsb_research/article/7395/viewcontent/Text_Sophistication_wp_2019Aug.pdf Research Collection Lee Kong Chian School Of Business eng Institutional Knowledge at Singapore Management University hedge fund managers investment strategies lexically diverse descriptions hedge fund performance Finance and Financial Management Portfolio and Security Analysis |
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hedge fund managers investment strategies lexically diverse descriptions hedge fund performance Finance and Financial Management Portfolio and Security Analysis JOENVAARA, Juha KARPPINEN, Jari TEO, Song Wee Melvyn TIU, Cristian Ioan Text sophistication and sophisticated investors |
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We show that two novel measures of text sophistication, applied to hedge fund strategy descriptions, encapsulate incremental information about funds. Consistent with the linguistics literature, hedge funds with lexically diverse strategy descriptions outperform, eschew tail risk, and encounter fewer regulatory problems. In line with the literature, hedge funds with syntactically complex strategy descriptions report more regulatory violations and trigger more severe infractions. Fund investors recognize the dichotomy and direct flows accordingly, but not enough to erode away the alphas of lexically diverse funds. Our findings suggest that text sophistication measures provide texture on the cognitive ability and trustworthiness of sophisticated investors. |
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text |
author |
JOENVAARA, Juha KARPPINEN, Jari TEO, Song Wee Melvyn TIU, Cristian Ioan |
author_facet |
JOENVAARA, Juha KARPPINEN, Jari TEO, Song Wee Melvyn TIU, Cristian Ioan |
author_sort |
JOENVAARA, Juha |
title |
Text sophistication and sophisticated investors |
title_short |
Text sophistication and sophisticated investors |
title_full |
Text sophistication and sophisticated investors |
title_fullStr |
Text sophistication and sophisticated investors |
title_full_unstemmed |
Text sophistication and sophisticated investors |
title_sort |
text sophistication and sophisticated investors |
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Institutional Knowledge at Singapore Management University |
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2019 |
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https://ink.library.smu.edu.sg/lkcsb_research/6396 https://ink.library.smu.edu.sg/context/lkcsb_research/article/7395/viewcontent/Text_Sophistication_wp_2019Aug.pdf |
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