N-factorial scenarios : A systems-theoretical approach to scenario-planning
| dc.contributor.author | Roth, Steffen | |
| dc.contributor.author | Kiškienė, Austė | |
| dc.contributor.author | Gaizauskiene, Dovile | |
| dc.contributor.author | Kaivo-oja Jari | |
| dc.contributor.organization | fi=tulevaisuuden tutkimuskeskus|en=Finland Futures Research Centre (FFRC)| | |
| dc.contributor.organization-code | 1.2.246.10.2458963.20.36987167164 | |
| dc.converis.publication-id | 477000167 | |
| dc.converis.url | https://research.utu.fi/converis/portal/Publication/477000167 | |
| dc.date.accessioned | 2026-01-21T15:13:52Z | |
| dc.date.available | 2026-01-21T15:13:52Z | |
| dc.description.abstract | <p>Scenarios are among the most popular techniques for managing the uncertainty and complexity of the future. Even the more sophisticated scenario designs, however, often reduce the future to a narrow set of typically only two key factors that are arranged into a four-square matrix representing four distinct yet interrelated scenarios. Consequently, scenarios have been criticised for being simplistic or reductionist by design. In this article, we address these criticisms by proposing a basic design for n-factorial scenarios. Following a short discussion of the procedures and limitations of classical scenario design, we draw on the example of a standard 2 × 2 matrix titled ‘Four Scenarios for the Digital Transformation’ to illustrate the limitations of the standard approach and demonstrate the potential of a digital approach to scenario building. We conclude that standard scenario planning is often characterised by a systematic omission of potentially critical scenarios, which our proposed digital approach can detect and map out.<br></p> | |
| dc.identifier.eissn | 1099-1743 | |
| dc.identifier.jour-issn | 1092-7026 | |
| dc.identifier.olddbid | 214180 | |
| dc.identifier.oldhandle | 10024/197198 | |
| dc.identifier.uri | https://www.utupub.fi/handle/11111/56496 | |
| dc.identifier.url | https://doi.org/10.1002/sres.3120 | |
| dc.identifier.urn | URN:NBN:fi-fe2025082786628 | |
| dc.language.iso | en | |
| dc.okm.affiliatedauthor | Kaivo-oja, Jari | |
| dc.okm.discipline | 511 Economics | en_GB |
| dc.okm.discipline | 512 Business and management | en_GB |
| dc.okm.discipline | 519 Social and economic geography | en_GB |
| dc.okm.discipline | 520 Other social sciences | en_GB |
| dc.okm.discipline | 511 Kansantaloustiede | fi_FI |
| dc.okm.discipline | 512 Liiketaloustiede | fi_FI |
| dc.okm.discipline | 519 Yhteiskuntamaantiede, talousmaantiede | fi_FI |
| dc.okm.discipline | 520 Muut yhteiskuntatieteet | fi_FI |
| dc.okm.internationalcopublication | international co-publication | |
| dc.okm.internationality | International publication | |
| dc.okm.type | A1 ScientificArticle | |
| dc.publisher | Wiley | |
| dc.publisher.country | United Kingdom | en_GB |
| dc.publisher.country | Britannia | fi_FI |
| dc.publisher.country-code | GB | |
| dc.relation.doi | 10.1002/sres.3120 | |
| dc.relation.ispartofjournal | Systems Research and Behavioral Science | |
| dc.source.identifier | https://www.utupub.fi/handle/10024/197198 | |
| dc.title | N-factorial scenarios : A systems-theoretical approach to scenario-planning | |
| dc.year.issued | 2024 |