Fast-and-frugal heuristics: an exploration into building an adaptive toolbox to assess the uncertainty of rework
Performing rework within the production system of construction is the most expensive waste that confronts organisations, with its causation yet to be fully understood in practice. Any effort to assess the risk of rework poses challenges due to limited information about its frequency and causes, rend...
| Main Authors: | , , |
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| Format: | Journal Article |
| Published: |
2023
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| Online Access: | http://purl.org/au-research/grants/arc/DP210101281 http://hdl.handle.net/20.500.11937/94766 |
| _version_ | 1848765917662543872 |
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| author | Love, Peter Matthews, J. Ika, L.A. |
| author_facet | Love, Peter Matthews, J. Ika, L.A. |
| author_sort | Love, Peter |
| building | Curtin Institutional Repository |
| collection | Online Access |
| description | Performing rework within the production system of construction is the most expensive waste that confronts organisations, with its causation yet to be fully understood in practice. Any effort to assess the risk of rework poses challenges due to limited information about its frequency and causes, rendering the use of statistical models immeasurable. Research has shown that fast-and-frugal heuristics enable epistemic success under conditions of uncertainty and cognitive complexity–they are accurate, fast, and rely on limited information. Thus, this paper proposes the following research question: How can fast-and-frugal heuristics effectively assess the uncertainty of rework in construction? The theoretical framing of ecological rationality provides an environmental structure for bounded rationality to explore this question, enabling a person’s ‘adaptive toolbox’ of fast-and-frugal heuristics tailored for different epistemic and pragmatic decisions to be utilised. Situations during the construction of a transport infrastructure mega-project (>AU$18 billion) where there was profound uncertainty surrounding rework are presented. The heuristics, intuitively drawn from an individual’s adaptive toolbox used to form judgments to assess the uncertainty of rework, are identified. The theoretical and practical implications of the paper are discussed before presenting suggestions for future research to help build a robust adaptive toolbox to be utilised for assessing the uncertainty of rework in construction. |
| first_indexed | 2025-11-14T11:42:52Z |
| format | Journal Article |
| id | curtin-20.500.11937-94766 |
| institution | Curtin University Malaysia |
| institution_category | Local University |
| last_indexed | 2025-11-14T11:42:52Z |
| publishDate | 2023 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | curtin-20.500.11937-947662024-05-07T06:41:05Z Fast-and-frugal heuristics: an exploration into building an adaptive toolbox to assess the uncertainty of rework Love, Peter Matthews, J. Ika, L.A. Performing rework within the production system of construction is the most expensive waste that confronts organisations, with its causation yet to be fully understood in practice. Any effort to assess the risk of rework poses challenges due to limited information about its frequency and causes, rendering the use of statistical models immeasurable. Research has shown that fast-and-frugal heuristics enable epistemic success under conditions of uncertainty and cognitive complexity–they are accurate, fast, and rely on limited information. Thus, this paper proposes the following research question: How can fast-and-frugal heuristics effectively assess the uncertainty of rework in construction? The theoretical framing of ecological rationality provides an environmental structure for bounded rationality to explore this question, enabling a person’s ‘adaptive toolbox’ of fast-and-frugal heuristics tailored for different epistemic and pragmatic decisions to be utilised. Situations during the construction of a transport infrastructure mega-project (>AU$18 billion) where there was profound uncertainty surrounding rework are presented. The heuristics, intuitively drawn from an individual’s adaptive toolbox used to form judgments to assess the uncertainty of rework, are identified. The theoretical and practical implications of the paper are discussed before presenting suggestions for future research to help build a robust adaptive toolbox to be utilised for assessing the uncertainty of rework in construction. 2023 Journal Article http://hdl.handle.net/20.500.11937/94766 10.1080/09537287.2023.2257178 http://purl.org/au-research/grants/arc/DP210101281 http://creativecommons.org/licenses/by-nc-nd/4.0/ fulltext |
| spellingShingle | Love, Peter Matthews, J. Ika, L.A. Fast-and-frugal heuristics: an exploration into building an adaptive toolbox to assess the uncertainty of rework |
| title | Fast-and-frugal heuristics: an exploration into building an adaptive toolbox to assess the uncertainty of rework |
| title_full | Fast-and-frugal heuristics: an exploration into building an adaptive toolbox to assess the uncertainty of rework |
| title_fullStr | Fast-and-frugal heuristics: an exploration into building an adaptive toolbox to assess the uncertainty of rework |
| title_full_unstemmed | Fast-and-frugal heuristics: an exploration into building an adaptive toolbox to assess the uncertainty of rework |
| title_short | Fast-and-frugal heuristics: an exploration into building an adaptive toolbox to assess the uncertainty of rework |
| title_sort | fast-and-frugal heuristics: an exploration into building an adaptive toolbox to assess the uncertainty of rework |
| url | http://purl.org/au-research/grants/arc/DP210101281 http://hdl.handle.net/20.500.11937/94766 |