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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Main Authors: JOENVAARA, Juha, KARPPINEN, Jari, TEO, Song Wee Melvyn, TIU, Cristian Ioan
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2019
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Online Access: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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Institution: Singapore Management University
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spelling 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
institution Singapore Management University
building SMU Libraries
continent Asia
country Singapore
Singapore
content_provider SMU Libraries
collection InK@SMU
language English
topic hedge fund managers
investment strategies
lexically diverse descriptions
hedge fund performance
Finance and Financial Management
Portfolio and Security Analysis
spellingShingle 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
description 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.
format 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
publisher Institutional Knowledge at Singapore Management University
publishDate 2019
url 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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