Choosing diverse sets of plausible scenarios in multidimensional exploratory futures techniques

Morphological analysis allows any number of dimensions to be retained when framing future conditions, and techniques within morphological analysis determine which combinations of those dimensions represent plausible futures. However, even a relatively low number of dimensions in future conditions ca...

Full description

Bibliographic Details
Main Authors: Lord, S, Helfgott, A, Vervoort, J
Format: Journal article
Published: Elsevier 2015
_version_ 1797082471971422208
author Lord, S
Helfgott, A
Vervoort, J
author_facet Lord, S
Helfgott, A
Vervoort, J
author_sort Lord, S
collection OXFORD
description Morphological analysis allows any number of dimensions to be retained when framing future conditions, and techniques within morphological analysis determine which combinations of those dimensions represent plausible futures. However, even a relatively low number of dimensions in future conditions can lead to hundreds or even thousands of plausible future scenarios. Creating highly diverse but conceivable visions of the future in which to explore decision-making, exploratory futures techniques rely on the selection of a small number of plausible scenarios from the larger set. In this paper we describe a new method for finding maximally diverse sets containing a small number of plausible scenarios from a multi-dimensional morphological analysis. It is based on a mathematical optimization of diversity that is robust to the uncertainty in the framing of future factors and states and in what stakeholders might consider diverse combinations of those factors and states. We also describe implementation of the method as a software tool and its performance in recent exploratory scenario development by CGIAR and partners for regional environmental change, food security and livelihoods.
first_indexed 2024-03-07T01:28:35Z
format Journal article
id oxford-uuid:92cfd242-2f28-416b-bfd7-4f7f7ec63b6c
institution University of Oxford
last_indexed 2024-03-07T01:28:35Z
publishDate 2015
publisher Elsevier
record_format dspace
spelling oxford-uuid:92cfd242-2f28-416b-bfd7-4f7f7ec63b6c2022-03-26T23:28:09ZChoosing diverse sets of plausible scenarios in multidimensional exploratory futures techniquesJournal articlehttp://purl.org/coar/resource_type/c_dcae04bcuuid:92cfd242-2f28-416b-bfd7-4f7f7ec63b6cSymplectic Elements at OxfordElsevier2015Lord, SHelfgott, AVervoort, JMorphological analysis allows any number of dimensions to be retained when framing future conditions, and techniques within morphological analysis determine which combinations of those dimensions represent plausible futures. However, even a relatively low number of dimensions in future conditions can lead to hundreds or even thousands of plausible future scenarios. Creating highly diverse but conceivable visions of the future in which to explore decision-making, exploratory futures techniques rely on the selection of a small number of plausible scenarios from the larger set. In this paper we describe a new method for finding maximally diverse sets containing a small number of plausible scenarios from a multi-dimensional morphological analysis. It is based on a mathematical optimization of diversity that is robust to the uncertainty in the framing of future factors and states and in what stakeholders might consider diverse combinations of those factors and states. We also describe implementation of the method as a software tool and its performance in recent exploratory scenario development by CGIAR and partners for regional environmental change, food security and livelihoods.
spellingShingle Lord, S
Helfgott, A
Vervoort, J
Choosing diverse sets of plausible scenarios in multidimensional exploratory futures techniques
title Choosing diverse sets of plausible scenarios in multidimensional exploratory futures techniques
title_full Choosing diverse sets of plausible scenarios in multidimensional exploratory futures techniques
title_fullStr Choosing diverse sets of plausible scenarios in multidimensional exploratory futures techniques
title_full_unstemmed Choosing diverse sets of plausible scenarios in multidimensional exploratory futures techniques
title_short Choosing diverse sets of plausible scenarios in multidimensional exploratory futures techniques
title_sort choosing diverse sets of plausible scenarios in multidimensional exploratory futures techniques
work_keys_str_mv AT lords choosingdiversesetsofplausiblescenariosinmultidimensionalexploratoryfuturestechniques
AT helfgotta choosingdiversesetsofplausiblescenariosinmultidimensionalexploratoryfuturestechniques
AT vervoortj choosingdiversesetsofplausiblescenariosinmultidimensionalexploratoryfuturestechniques