Developing Delphi methodology for studying future market change

dc.contributor.authorNyström Anna-Greta
dc.contributor.authorKaartemo Valtteri
dc.contributor.organizationfi=kansainvälinen liiketoiminta|en=International Business|
dc.contributor.organization-code1.2.246.10.2458963.20.72646005131
dc.converis.publication-id176670652
dc.converis.urlhttps://research.utu.fi/converis/portal/Publication/176670652
dc.date.accessioned2025-08-28T01:55:24Z
dc.date.available2025-08-28T01:55:24Z
dc.description.abstract<h3><br></h3><h3>Purpose<br></h3><p>The purpose of this paper is to develop Delphi methodology toward a holistic method for forecasting market change. Delphi methodology experienced its culmination in marketing research during the 1970s–1980s, but still has much to offer to both marketing scholars and practitioners in contexts where future market changes are associated with ambiguity and uncertainty.<br></p><h3>Design/methodology/approach</h3><p>This study revives the Delphi methodology by exemplifying how a recently developed framework on market change can be combined with the Delphi technique for data collection to support forecasting activities and research. The authors demonstrate the benefits of the improved methodology in an empirical study on the impact of the fifth generation of wireless communications technologies (5G) on the Finnish media market.</p><h3>Findings</h3><p>The developed methodological approach aids marketing scholars in categorizing and analyzing the data collected for capturing market change; and better guiding experts/respondents to provide holistic projections of future market change. The authors show that using a predefined theoretical framework in combination with the Delphi method for data collection and analysis is beneficial for studying future market change.</p><h3>Originality/value</h3><p>This paper develops Delphi methodology and contributes with a novel methodological approach to assessing market change.</p>
dc.format.pagerange124
dc.format.pagerange141
dc.identifier.jour-issn0885-8624
dc.identifier.olddbid208285
dc.identifier.oldhandle10024/191312
dc.identifier.urihttps://www.utupub.fi/handle/11111/57678
dc.identifier.urlhttps://www.researchgate.net/publication/364611838_Developing_Delphi_methodology_for_studying_future_market_change
dc.identifier.urnURN:NBN:fi-fe2022110164042
dc.language.isoen
dc.okm.affiliatedauthorKaartemo, Valtteri
dc.okm.discipline512 Business and managementen_GB
dc.okm.discipline512 Liiketaloustiedefi_FI
dc.okm.internationalcopublicationnot an international co-publication
dc.okm.internationalityInternational publication
dc.okm.typeA1 ScientificArticle
dc.publisherEmerald (Commercial Puclisher)
dc.publisher.countryUnited Kingdomen_GB
dc.publisher.countryBritanniafi_FI
dc.publisher.country-codeGB
dc.relation.doi10.1108/JBIM-11-2021-0520
dc.relation.ispartofjournalJournal of Business and Industrial Marketing
dc.relation.issue13
dc.relation.volume37
dc.source.identifierhttps://www.utupub.fi/handle/10024/191312
dc.titleDeveloping Delphi methodology for studying future market change
dc.year.issued2022

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