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The usefulness of big data in creating innovations - the example of Google Trends

creativeworkseries.issn1898-1143
dc.contributor.authorHernik, Joanna
dc.date.available2024-11-07T09:01:23Z
dc.date.issued2022
dc.descriptionBibliogr. s. 148-150.
dc.description.abstractA huge amount of data is collected by search engines. According to estimates, the Google search engine, which is dominant on the market, receives billions of search requests daily. Of particular note is that a large part of the collected data is available through the Google Trends service. As a consequence, various types of data can be used by enterprises for their development but they often do not take advantage of this opportunity. Therefore, the purpose of this article is to prove the suitability of the big data concept for creating and implementing product innovations, using the example of Google Trends. Discovering human needs and searching for answers to them is not only the domain of entrepreneurs, therefore this study may have a fairly broad practical applications. By adopting general assumptions, i.e. ones that do not refer to specific products or industries, the author has shown that the presented path may be recreated by both entrepreneurs and creators of political programs, as well as leaders of non-governmental organizations who need to implement innovations. The results revealed the selection of specific ways of entering queries in Google Trends and certain periods of analysis which are the most useful for creating innovations. Descriptive statistics (such as median) clearly show that the results typed in Google Trends are better when taken from a user perspective and can be used to create innovations. Despite substantial differences, the results do not allow for the conclusion that these differences were statistically significant. Thus, preliminary data supports the hypothesis, but more research is needed.en
dc.description.placeOfPublicationKraków
dc.description.versionwersja wydawnicza
dc.identifier.doihttps://doi.org/10.7494/manage.2022.23.2.131
dc.identifier.eissn2353-3617
dc.identifier.issn1898-1143
dc.identifier.urihttps://repo.agh.edu.pl/handle/AGH/109885
dc.language.isoeng
dc.publisherWydawnictwa AGH
dc.relationhttps://journals.bg.agh.edu.pl/MANAGERIAL/2022.23.2/manage.2022.23.2.131.pdf
dc.relation.ispartofManagerial Economics
dc.rightsAttribution 4.0 International
dc.rights.accessotwarty dostęp
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/legalcode
dc.subjectbetter decisionsen
dc.subjectidentifying needsen
dc.subjectkeyword analysisen
dc.subjectproduct innovationen
dc.subjectsources of ideasen
dc.titleThe usefulness of big data in creating innovations - the example of Google Trendsen
dc.title.relatedManagerial Economicsen
dc.typeartykuł
dspace.entity.typePublication
publicationissue.issueNumberNo. 2
publicationissue.paginationpp. 131-150, [1]
publicationvolume.volumeNumberVol. 23
relation.isJournalIssueOfPublicationfde6af0c-571c-45c0-9a91-d0670e028038
relation.isJournalIssueOfPublication.latestForDiscoveryfde6af0c-571c-45c0-9a91-d0670e028038
relation.isJournalOfPublication03e9ebf8-d926-4461-b28b-1b176daec779

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