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Transparency and insurance professionals: a study of Swedish insurance practice attitudes and future development
The insurance industry is being challenged by increased adoption of automated decision-making. AI advances could conceivably automate everything: marketing, customer service, underwriting and claims management alike. However, such automation challenges consumer trust, as there is considerable public...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Palgrave Macmillan UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7931166/ https://www.ncbi.nlm.nih.gov/pubmed/33686323 http://dx.doi.org/10.1057/s41288-021-00207-9 |
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author | Dexe, Jacob Franke, Ulrik Rad, Alexander |
author_facet | Dexe, Jacob Franke, Ulrik Rad, Alexander |
author_sort | Dexe, Jacob |
collection | PubMed |
description | The insurance industry is being challenged by increased adoption of automated decision-making. AI advances could conceivably automate everything: marketing, customer service, underwriting and claims management alike. However, such automation challenges consumer trust, as there is considerable public and scholarly debate over the ‘black box’ character of many algorithms. Insurance being a business of trust, this suggests a dilemma. One suggested solution involves adopting algorithms in a transparent manner. This article reports a study of how Swedish insurers deal with this dilemma, based on (i) eight interviews with insurance professionals representing four companies with a joint market share of 45–50% of the Swedish property insurance market and (ii) a questionnaire answered by 71 professionals in a Swedish insurance company. The results show that while transparency is seen as potentially valuable, most Swedish insurers do not use it to gain a competitive advantage or identify clear limits to transparency and are not using AI extensively. |
format | Online Article Text |
id | pubmed-7931166 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Palgrave Macmillan UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-79311662021-03-04 Transparency and insurance professionals: a study of Swedish insurance practice attitudes and future development Dexe, Jacob Franke, Ulrik Rad, Alexander Geneva Pap Risk Insur Issues Pract Article The insurance industry is being challenged by increased adoption of automated decision-making. AI advances could conceivably automate everything: marketing, customer service, underwriting and claims management alike. However, such automation challenges consumer trust, as there is considerable public and scholarly debate over the ‘black box’ character of many algorithms. Insurance being a business of trust, this suggests a dilemma. One suggested solution involves adopting algorithms in a transparent manner. This article reports a study of how Swedish insurers deal with this dilemma, based on (i) eight interviews with insurance professionals representing four companies with a joint market share of 45–50% of the Swedish property insurance market and (ii) a questionnaire answered by 71 professionals in a Swedish insurance company. The results show that while transparency is seen as potentially valuable, most Swedish insurers do not use it to gain a competitive advantage or identify clear limits to transparency and are not using AI extensively. Palgrave Macmillan UK 2021-03-04 2021 /pmc/articles/PMC7931166/ /pubmed/33686323 http://dx.doi.org/10.1057/s41288-021-00207-9 Text en © The Geneva Association 2021 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Article Dexe, Jacob Franke, Ulrik Rad, Alexander Transparency and insurance professionals: a study of Swedish insurance practice attitudes and future development |
title | Transparency and insurance professionals: a study of Swedish insurance practice attitudes and future development |
title_full | Transparency and insurance professionals: a study of Swedish insurance practice attitudes and future development |
title_fullStr | Transparency and insurance professionals: a study of Swedish insurance practice attitudes and future development |
title_full_unstemmed | Transparency and insurance professionals: a study of Swedish insurance practice attitudes and future development |
title_short | Transparency and insurance professionals: a study of Swedish insurance practice attitudes and future development |
title_sort | transparency and insurance professionals: a study of swedish insurance practice attitudes and future development |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7931166/ https://www.ncbi.nlm.nih.gov/pubmed/33686323 http://dx.doi.org/10.1057/s41288-021-00207-9 |
work_keys_str_mv | AT dexejacob transparencyandinsuranceprofessionalsastudyofswedishinsurancepracticeattitudesandfuturedevelopment AT frankeulrik transparencyandinsuranceprofessionalsastudyofswedishinsurancepracticeattitudesandfuturedevelopment AT radalexander transparencyandinsuranceprofessionalsastudyofswedishinsurancepracticeattitudesandfuturedevelopment |