Drivers of exceptional job creation : a dynamic probit approach using portuguese firm-level data

Detalhes bibliográficos
Autor(a) principal: Rodrigues, Francisco
Data de Publicação: 2021
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.5/26157
Resumo: It is a well-established fact that a small number of firms, known as Gazelles, drive a disproportionately large amount of net job creation. This fact has attracted considerable attention from researchers, who have been focusing on trying to understand what differentiates this type of firms from their slow-growth peers. In this paper, we expand the ongoing survey on Gazelles by focusing on the Portuguese case. Particularly, we examine how is high-growth associated with the firms´ age, access to equity and external finance and the workforce human capital. We also test whether high-growth is linked with the firms´ ability to export and innovate through R&D. In this paper, we also explore whether high-growth episodes display some form of state dependency by adding a dynamic component in the form of the lagged value of the Gazelle status. As for results, we find no supporting evidence in favour of persistency, as past growth events are negatively associated with current growth. This is in line with the recent literature on the topic that points to the lack of persistence in the growth process as a consistent enough result worth of being considered as a stylized fact about Gazelles. Nevertheless, we do find that younger firms are more likely to grow at the fastest pace and that human capital is an important determinant for high-growth. Results also point to the fact that fast-growing firms were not hampered by lack of access to adequate external funding during the period, and that they relied primarily on equity to finance their growing needs. Moreover, we find that, once firms’ experience in the market is considered, being an exporter is a relevant factor when it comes to high-growth events. Similarly, the innovative capacity of firms seems to be crucial in outstanding job creation episodes. Finally, our results suggest that it is an enhanced innovative capacity, the availability of equity, as well as the ability of experienced firms to export that might set the difference between the average growth performance and the exceptional growth performance, pointing to nonlinearities in the growth process of firms.
id RCAP_09bb6d8a0d64f6a331fe48b449dd2359
oai_identifier_str oai:www.repository.utl.pt:10400.5/26157
network_acronym_str RCAP
network_name_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository_id_str 7160
spelling Drivers of exceptional job creation : a dynamic probit approach using portuguese firm-level dataGazellesFirm growthJob creationDynamic ProbitIt is a well-established fact that a small number of firms, known as Gazelles, drive a disproportionately large amount of net job creation. This fact has attracted considerable attention from researchers, who have been focusing on trying to understand what differentiates this type of firms from their slow-growth peers. In this paper, we expand the ongoing survey on Gazelles by focusing on the Portuguese case. Particularly, we examine how is high-growth associated with the firms´ age, access to equity and external finance and the workforce human capital. We also test whether high-growth is linked with the firms´ ability to export and innovate through R&D. In this paper, we also explore whether high-growth episodes display some form of state dependency by adding a dynamic component in the form of the lagged value of the Gazelle status. As for results, we find no supporting evidence in favour of persistency, as past growth events are negatively associated with current growth. This is in line with the recent literature on the topic that points to the lack of persistence in the growth process as a consistent enough result worth of being considered as a stylized fact about Gazelles. Nevertheless, we do find that younger firms are more likely to grow at the fastest pace and that human capital is an important determinant for high-growth. Results also point to the fact that fast-growing firms were not hampered by lack of access to adequate external funding during the period, and that they relied primarily on equity to finance their growing needs. Moreover, we find that, once firms’ experience in the market is considered, being an exporter is a relevant factor when it comes to high-growth events. Similarly, the innovative capacity of firms seems to be crucial in outstanding job creation episodes. Finally, our results suggest that it is an enhanced innovative capacity, the availability of equity, as well as the ability of experienced firms to export that might set the difference between the average growth performance and the exceptional growth performance, pointing to nonlinearities in the growth process of firms.SpringerRepositório da Universidade de LisboaRodrigues, Francisco2022-11-22T15:24:30Z20212021-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.5/26157engRodrigues, Francisco ... [et al.] (2021). "Drivers of exceptional job creation : a dynamic probit approach using portuguese firm-level data". Portuguese Economic Journal, 20(1):45-691617-982X10.1007/s10258-020-00172-6metadata only accessinfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-03-06T14:55:39Zoai:www.repository.utl.pt:10400.5/26157Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T17:09:52.312225Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Drivers of exceptional job creation : a dynamic probit approach using portuguese firm-level data
title Drivers of exceptional job creation : a dynamic probit approach using portuguese firm-level data
spellingShingle Drivers of exceptional job creation : a dynamic probit approach using portuguese firm-level data
Rodrigues, Francisco
Gazelles
Firm growth
Job creation
Dynamic Probit
title_short Drivers of exceptional job creation : a dynamic probit approach using portuguese firm-level data
title_full Drivers of exceptional job creation : a dynamic probit approach using portuguese firm-level data
title_fullStr Drivers of exceptional job creation : a dynamic probit approach using portuguese firm-level data
title_full_unstemmed Drivers of exceptional job creation : a dynamic probit approach using portuguese firm-level data
title_sort Drivers of exceptional job creation : a dynamic probit approach using portuguese firm-level data
author Rodrigues, Francisco
author_facet Rodrigues, Francisco
author_role author
dc.contributor.none.fl_str_mv Repositório da Universidade de Lisboa
dc.contributor.author.fl_str_mv Rodrigues, Francisco
dc.subject.por.fl_str_mv Gazelles
Firm growth
Job creation
Dynamic Probit
topic Gazelles
Firm growth
Job creation
Dynamic Probit
description It is a well-established fact that a small number of firms, known as Gazelles, drive a disproportionately large amount of net job creation. This fact has attracted considerable attention from researchers, who have been focusing on trying to understand what differentiates this type of firms from their slow-growth peers. In this paper, we expand the ongoing survey on Gazelles by focusing on the Portuguese case. Particularly, we examine how is high-growth associated with the firms´ age, access to equity and external finance and the workforce human capital. We also test whether high-growth is linked with the firms´ ability to export and innovate through R&D. In this paper, we also explore whether high-growth episodes display some form of state dependency by adding a dynamic component in the form of the lagged value of the Gazelle status. As for results, we find no supporting evidence in favour of persistency, as past growth events are negatively associated with current growth. This is in line with the recent literature on the topic that points to the lack of persistence in the growth process as a consistent enough result worth of being considered as a stylized fact about Gazelles. Nevertheless, we do find that younger firms are more likely to grow at the fastest pace and that human capital is an important determinant for high-growth. Results also point to the fact that fast-growing firms were not hampered by lack of access to adequate external funding during the period, and that they relied primarily on equity to finance their growing needs. Moreover, we find that, once firms’ experience in the market is considered, being an exporter is a relevant factor when it comes to high-growth events. Similarly, the innovative capacity of firms seems to be crucial in outstanding job creation episodes. Finally, our results suggest that it is an enhanced innovative capacity, the availability of equity, as well as the ability of experienced firms to export that might set the difference between the average growth performance and the exceptional growth performance, pointing to nonlinearities in the growth process of firms.
publishDate 2021
dc.date.none.fl_str_mv 2021
2021-01-01T00:00:00Z
2022-11-22T15:24:30Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10400.5/26157
url http://hdl.handle.net/10400.5/26157
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Rodrigues, Francisco ... [et al.] (2021). "Drivers of exceptional job creation : a dynamic probit approach using portuguese firm-level data". Portuguese Economic Journal, 20(1):45-69
1617-982X
10.1007/s10258-020-00172-6
dc.rights.driver.fl_str_mv metadata only access
info:eu-repo/semantics/openAccess
rights_invalid_str_mv metadata only access
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Springer
publisher.none.fl_str_mv Springer
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
repository.mail.fl_str_mv
_version_ 1799131194135150592