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Applied Research in Quality of Life: A Computational Literature Review
As quality of life (QoL) is a highly interdisciplinary topic with a multitude of related research areas, it is beneficial to avail researchers of an overview of the different streams explored in the field. Furthermore, knowledge of prominent sub-domains helps researchers identify links and overlaps...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Springer Netherlands
2021
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8349703/ https://www.ncbi.nlm.nih.gov/pubmed/34394765 http://dx.doi.org/10.1007/s11482-021-09969-9 |
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author | WEISMAYER, Christian |
author_facet | WEISMAYER, Christian |
author_sort | WEISMAYER, Christian |
collection | PubMed |
description | As quality of life (QoL) is a highly interdisciplinary topic with a multitude of related research areas, it is beneficial to avail researchers of an overview of the different streams explored in the field. Furthermore, knowledge of prominent sub-domains helps researchers identify links and overlaps between QoL and their fields of interest. To meet these needs, a text-mining-based computational literature review (CLR) of the journal of Applied Research in Quality of Life (ARQOL) was conducted using a machine learning process, latent Dirichlet allocation (LDA), in combination with selection criteria for the decision on the number of topics. The outcome provides the reader with a list of the twelve most heavily discussed topics: 1) consumption & materialism, 2) character strength, 3) spirituality, religiousness & personal beliefs, 4) inequality, 5) leisure & tourism, 6) health related QoL (HRQoL) I, 7) quality of working life (QWL), 8) childhood & adolescence, 9) disparity & development, 10) disorder, 11) community issues, and 12) health related QoL (HRQoL) II. In addition, authors, titles, and publication dates are listed for the top-5-ranked papers that most typify these topics. Subsequent content summaries of these papers reveal more detailed information, such as measurement constructs and theories. |
format | Online Article Text |
id | pubmed-8349703 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer Netherlands |
record_format | MEDLINE/PubMed |
spelling | pubmed-83497032021-08-09 Applied Research in Quality of Life: A Computational Literature Review WEISMAYER, Christian Appl Res Qual Life Article As quality of life (QoL) is a highly interdisciplinary topic with a multitude of related research areas, it is beneficial to avail researchers of an overview of the different streams explored in the field. Furthermore, knowledge of prominent sub-domains helps researchers identify links and overlaps between QoL and their fields of interest. To meet these needs, a text-mining-based computational literature review (CLR) of the journal of Applied Research in Quality of Life (ARQOL) was conducted using a machine learning process, latent Dirichlet allocation (LDA), in combination with selection criteria for the decision on the number of topics. The outcome provides the reader with a list of the twelve most heavily discussed topics: 1) consumption & materialism, 2) character strength, 3) spirituality, religiousness & personal beliefs, 4) inequality, 5) leisure & tourism, 6) health related QoL (HRQoL) I, 7) quality of working life (QWL), 8) childhood & adolescence, 9) disparity & development, 10) disorder, 11) community issues, and 12) health related QoL (HRQoL) II. In addition, authors, titles, and publication dates are listed for the top-5-ranked papers that most typify these topics. Subsequent content summaries of these papers reveal more detailed information, such as measurement constructs and theories. Springer Netherlands 2021-08-09 2022 /pmc/articles/PMC8349703/ /pubmed/34394765 http://dx.doi.org/10.1007/s11482-021-09969-9 Text en © The International Society for Quality-of-Life Studies (ISQOLS) and Springer Nature B.V. 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 WEISMAYER, Christian Applied Research in Quality of Life: A Computational Literature Review |
title | Applied Research in Quality of Life: A Computational Literature Review |
title_full | Applied Research in Quality of Life: A Computational Literature Review |
title_fullStr | Applied Research in Quality of Life: A Computational Literature Review |
title_full_unstemmed | Applied Research in Quality of Life: A Computational Literature Review |
title_short | Applied Research in Quality of Life: A Computational Literature Review |
title_sort | applied research in quality of life: a computational literature review |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8349703/ https://www.ncbi.nlm.nih.gov/pubmed/34394765 http://dx.doi.org/10.1007/s11482-021-09969-9 |
work_keys_str_mv | AT weismayerchristian appliedresearchinqualityoflifeacomputationalliteraturereview |