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http://hdl.handle.net/1942/42822
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DC Field | Value | Language |
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dc.contributor.author | Ugur, Nazlihan | - |
dc.contributor.author | Belderbos, Rene | - |
dc.contributor.author | KELCHTERMANS, Stijn | - |
dc.contributor.author | LETEN, Bart | - |
dc.date.accessioned | 2024-04-26T07:59:28Z | - |
dc.date.available | 2024-04-26T07:59:28Z | - |
dc.date.issued | 2024 | - |
dc.date.submitted | 2024-04-25T06:42:31Z | - |
dc.identifier.citation | Strategic Organization, | - |
dc.identifier.uri | http://hdl.handle.net/1942/42822 | - |
dc.description.abstract | Since March outlined the importance of balancing exploration and exploitation in organizational learning, the exploration-exploitation paradigm has received substantial attention in the management literature. Recent studies have used computer-aided text analysis to construct measures of firms' inclination towards exploration or exploitation, using the original set of keywords proposed by James G. March. We propose a structured series of tests to assess the validity of computer-aided text analysis-based measures and demonstrate that the approach used in prior studies is unlikely to deliver valid indicators. We demonstrate that an alternative approach, which relies on a larger library of keywords, including synonyms of the March keywords and selects only those keywords that are informative and that pass validity tests, delivers valid computer-aided text analysis indicators - both for unstructured (news articles) and structured text-bases (annual reports). Our study contributes to the literature on construct validity and has broader implications for the development of computer-aided text analysis-based indicators in strategy and organization research. | - |
dc.description.sponsorship | The author(s) received no financial support for the research, authorship and/or publication of this article. | - |
dc.language.iso | en | - |
dc.publisher | SAGE PUBLICATIONS LTD | - |
dc.rights | The Author(s) 2024 | - |
dc.subject.other | ambidexterity | - |
dc.subject.other | computer-aided text analysis | - |
dc.subject.other | content analysis | - |
dc.subject.other | exploitation | - |
dc.subject.other | exploration | - |
dc.subject.other | firm performance | - |
dc.title | The Long March: The quest for valid text-based indicators of exploration and exploitation | - |
dc.type | Journal Contribution | - |
local.format.pages | 28 | - |
local.bibliographicCitation.jcat | A1 | - |
dc.description.notes | Ugur, N (corresponding author), Nyenrode Business Univ, Straatweg 25, NL-3620 AC Breukelen, Netherlands. | - |
dc.description.notes | n.ugur@nyenrode.nl | - |
local.publisher.place | 1 OLIVERS YARD, 55 CITY ROAD, LONDON EC1Y 1SP, ENGLAND | - |
local.type.refereed | Refereed | - |
local.type.specified | Article | - |
local.bibliographicCitation.status | Early view | - |
dc.identifier.doi | 10.1177/14761270241231724 | - |
dc.identifier.isi | 001191854100001 | - |
local.provider.type | wosris | - |
local.description.affiliation | [Ugur, Nazlihan] Nyenrode Business Univ, Breukelen, Netherlands. | - |
local.description.affiliation | [Ugur, Nazlihan; Belderbos, Rene; Kelchtermans, Stijn; Leten, Bart] Katholieke Univ Leuven, Leuven, Belgium. | - |
local.description.affiliation | [Belderbos, Rene] Maastricht Univ, Maastricht, Netherlands. | - |
local.description.affiliation | [Belderbos, Rene] UNU MERIT, Maastricht, Netherlands. | - |
local.description.affiliation | [Leten, Bart] Univ Hasselt, Hasselt, Belgium. | - |
local.description.affiliation | [Ugur, Nazlihan] Nyenrode Business Univ, Straatweg 25, NL-3620 AC Breukelen, Netherlands. | - |
local.uhasselt.international | yes | - |
item.fullcitation | Ugur, Nazlihan; Belderbos, Rene; KELCHTERMANS, Stijn & LETEN, Bart (2024) The Long March: The quest for valid text-based indicators of exploration and exploitation. In: Strategic Organization,. | - |
item.accessRights | Restricted Access | - |
item.fulltext | With Fulltext | - |
item.contributor | Ugur, Nazlihan | - |
item.contributor | Belderbos, Rene | - |
item.contributor | KELCHTERMANS, Stijn | - |
item.contributor | LETEN, Bart | - |
crisitem.journal.issn | 1476-1270 | - |
crisitem.journal.eissn | 1741-315X | - |
Appears in Collections: | Research publications |
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bb.pdf Restricted Access | Early view | 12.66 MB | Adobe PDF | View/Open Request a copy |
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