RT journal article T1 Which variables predict the internationalization type of academic spin-offs? A1 Vissak, Tiia A1 Lukason, Oliver A1 Fernández Alles, María de la Luz A2 Organización de Empresas K1 Academic spin-off K1 Born global K1 Export K1 Export prediction K1 Internationalization K1 Spain AB 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. PB Elsevier SN 2405-8440 YR 2023 FD 2023-01-21 LK http://hdl.handle.net/10498/29525 UL http://hdl.handle.net/10498/29525 LA eng DS Repositorio Institucional de la Universidad de Cádiz RD 10-nov-2026