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Setting the Weights: The Women’s Capabilities Index for Malawi
Standard indicators of wellbeing such as the QALY for health and GDP per capita for economic development have been increasingly regarded as being too narrow in focus. There is a need to develop multidimensional measures of wellbeing that encompass the full range of factors that make life worth livin...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Springer Netherlands
2016
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5785613/ https://www.ncbi.nlm.nih.gov/pubmed/29398769 http://dx.doi.org/10.1007/s11205-016-1502-3 |
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author | Greco, Giulia |
author_facet | Greco, Giulia |
author_sort | Greco, Giulia |
collection | PubMed |
description | Standard indicators of wellbeing such as the QALY for health and GDP per capita for economic development have been increasingly regarded as being too narrow in focus. There is a need to develop multidimensional measures of wellbeing that encompass the full range of factors that make life worth living. This study is part of a project that aims at developing a multidimensional index based on Sen’s capability framework to assess women’s wellbeing in rural Malawi: the Women's Capabilities Index. The project identifies a set of capabilities relevant to the context; proposes a methodology to measure robustly these capabilities; aggregates the capabilities into a single metric (index); and validates and tests the index. This paper focuses on the weighting and aggregation of the index. Four weighting methods of aggregation are chosen: two normative approaches; a data-driven approach; and a hybrid method. The different methods have implications on the results which are critically assessed and compared. This study contributes to the literature on the implications of adopting different methods for setting the weights in composite measures of wellbeing. |
format | Online Article Text |
id | pubmed-5785613 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Springer Netherlands |
record_format | MEDLINE/PubMed |
spelling | pubmed-57856132018-02-01 Setting the Weights: The Women’s Capabilities Index for Malawi Greco, Giulia Soc Indic Res Article Standard indicators of wellbeing such as the QALY for health and GDP per capita for economic development have been increasingly regarded as being too narrow in focus. There is a need to develop multidimensional measures of wellbeing that encompass the full range of factors that make life worth living. This study is part of a project that aims at developing a multidimensional index based on Sen’s capability framework to assess women’s wellbeing in rural Malawi: the Women's Capabilities Index. The project identifies a set of capabilities relevant to the context; proposes a methodology to measure robustly these capabilities; aggregates the capabilities into a single metric (index); and validates and tests the index. This paper focuses on the weighting and aggregation of the index. Four weighting methods of aggregation are chosen: two normative approaches; a data-driven approach; and a hybrid method. The different methods have implications on the results which are critically assessed and compared. This study contributes to the literature on the implications of adopting different methods for setting the weights in composite measures of wellbeing. Springer Netherlands 2016-12-28 2018 /pmc/articles/PMC5785613/ /pubmed/29398769 http://dx.doi.org/10.1007/s11205-016-1502-3 Text en © The Author(s) 2016 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. |
spellingShingle | Article Greco, Giulia Setting the Weights: The Women’s Capabilities Index for Malawi |
title | Setting the Weights: The Women’s Capabilities Index for Malawi |
title_full | Setting the Weights: The Women’s Capabilities Index for Malawi |
title_fullStr | Setting the Weights: The Women’s Capabilities Index for Malawi |
title_full_unstemmed | Setting the Weights: The Women’s Capabilities Index for Malawi |
title_short | Setting the Weights: The Women’s Capabilities Index for Malawi |
title_sort | setting the weights: the women’s capabilities index for malawi |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5785613/ https://www.ncbi.nlm.nih.gov/pubmed/29398769 http://dx.doi.org/10.1007/s11205-016-1502-3 |
work_keys_str_mv | AT grecogiulia settingtheweightsthewomenscapabilitiesindexformalawi |