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Which variables predict the internationalization type of academic spin-offs?
This study aims to find out which variables predict the internationalization type of academic spin-offs. This topic has not yet received any attention in academic spin-offs’ internationalization literature. We use a sample of Spanish spin-offs, with four dependent variables reflecting internationali...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9900513/ https://www.ncbi.nlm.nih.gov/pubmed/36755618 http://dx.doi.org/10.1016/j.heliyon.2023.e13172 |
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author | Fernández-Alles, Mariluz Vissak, Tiia Lukason, Oliver |
author_facet | Fernández-Alles, Mariluz Vissak, Tiia Lukason, Oliver |
author_sort | Fernández-Alles, Mariluz |
collection | PubMed |
description | This study aims to find out which variables predict the internationalization type of academic spin-offs. This topic has not yet received any attention in academic spin-offs’ internationalization literature. We use a sample of Spanish spin-offs, with four dependent variables reflecting internationalization types and a large selection of independent variables reflecting various domains considered in the extant literature. Logistic regression is applied to outline marginal effects and prediction accuracies. The results show that academic spin-offs which are oriented towards international markets from the beginning of their activities and constantly pursue new international opportunities are more likely to internationalize fast and remain international for a longer time period than other firms. Being the first to introduce product or process innovations and co-operating with international government institutions, competitors, customers, and/or suppliers is also relatively useful for such internationalizers. The study also demonstrates that predicting if an academic spin-off will become a less active internationalizer results in a higher accuracy than forecasting if it will become a born global. Moreover, predicting if a firm will internationalize later results in a higher accuracy than forecasting if this will happen during the first three years since the spin-off’s foundation. |
format | Online Article Text |
id | pubmed-9900513 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-99005132023-02-07 Which variables predict the internationalization type of academic spin-offs? Fernández-Alles, Mariluz Vissak, Tiia Lukason, Oliver Heliyon Research Article This study aims to find out which variables predict the internationalization type of academic spin-offs. This topic has not yet received any attention in academic spin-offs’ internationalization literature. We use a sample of Spanish spin-offs, with four dependent variables reflecting internationalization types and a large selection of independent variables reflecting various domains considered in the extant literature. Logistic regression is applied to outline marginal effects and prediction accuracies. The results show that academic spin-offs which are oriented towards international markets from the beginning of their activities and constantly pursue new international opportunities are more likely to internationalize fast and remain international for a longer time period than other firms. Being the first to introduce product or process innovations and co-operating with international government institutions, competitors, customers, and/or suppliers is also relatively useful for such internationalizers. The study also demonstrates that predicting if an academic spin-off will become a less active internationalizer results in a higher accuracy than forecasting if it will become a born global. Moreover, predicting if a firm will internationalize later results in a higher accuracy than forecasting if this will happen during the first three years since the spin-off’s foundation. Elsevier 2023-01-21 /pmc/articles/PMC9900513/ /pubmed/36755618 http://dx.doi.org/10.1016/j.heliyon.2023.e13172 Text en © 2023 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Research Article Fernández-Alles, Mariluz Vissak, Tiia Lukason, Oliver Which variables predict the internationalization type of academic spin-offs? |
title | Which variables predict the internationalization type of academic spin-offs? |
title_full | Which variables predict the internationalization type of academic spin-offs? |
title_fullStr | Which variables predict the internationalization type of academic spin-offs? |
title_full_unstemmed | Which variables predict the internationalization type of academic spin-offs? |
title_short | Which variables predict the internationalization type of academic spin-offs? |
title_sort | which variables predict the internationalization type of academic spin-offs? |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9900513/ https://www.ncbi.nlm.nih.gov/pubmed/36755618 http://dx.doi.org/10.1016/j.heliyon.2023.e13172 |
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