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Marta F Arroyabe

Biographic Data

ID1499848
NAMEMarta F Arroyabe
GIVEN NAMESMarta F
FAMILY NAMEArroyabe
SIGNATUREARROYABE M F
AFFILIATIONSUniversity of Essex
ORCID0000-0003-3223-0268
VERIFIEDYes
TOTAL WORKS11
TOTAL CITATIONS15
AUTHOR COUNT11
EDITOR COUNT0
FIRST PUBLICATION YEAR2017
LATEST PUBLICATION YEAR2026
H-INDEX2
  • Exploring the impact of external rewards on e-government services adoption

    Open Access•Sabreen Abulhaija, Marta F Arroyabe et al.•ARTICLE•Public Management Review•2026

    This research investigates how external rewards influence citizens' adoption of e-government services in Jordan, using data from the 2021 Technology and Internet Survey. Extending the UTAUT model, it incorporates external rewards as an extrinsic motivator. Findings show rewards significantly impact adoption, varying by location, age, income, education, and digital skills. It contributes to understanding e-government demand and offers policymakers…

  • The effect of IT security issues on the implementation of industry 4.0 in SMEs

    Open Access•Marta F Arroyabe, Carlos F A Arranz et al.•ARTICLE•Technological Forecasting and…•2024

    Our paper explores how IT security issues affect the implementation of Industry 4.0 in small and medium-sized enterprises (SMEs) in the manufacturing sector. To develop this research question, we carry out an empirical study, with a survey of 3184 manufacturing SMEs, using the “Flash Eurobarometer No. 486” database from Eurostat (European Union). Using machine-learning methodology (ML), our contribution extends previous literature on the barriers…

  • Exploring the economic role of cybersecurity in SMEs

    Open Access•Marta F Arroyabe, Carlos F A Arranz et al.•ARTICLE•Technology in Society•2024•References: 30

    This study explores the economic role of cybersecurity in Small and Medium Enterprises (SMEs), situating cybersecurity within the framework of merit-goods within the economic theory of market failures and public goods. By examining 240 SMEs across the UK, the empirical findings of this investigation underscore its classification as a merit-good due to its extensive social benefits and the critical gap in its optimal provision. The results confirm…

  • Analyzing AI adoption in European SMEs

    Open Access•Marta F Arroyabe, Carlos F A Arranz et al.•ARTICLE•Technology in Society•2024•Cited by: 2•References: 58

    This study investigates the effects of digital capabilities, innovation capabilities, and business environmental support on the adoption of Artificial Intelligence (AI) in Small and Medium-sized Enterprises (SMEs). Utilizing dynamic capabilities and resource dependency theories, we provide a comprehensive and integral analysis of the drivers that facilitate AI adoption in SMEs. We conducted an empirical study encompassing 12,108 SMEs, based on su…

  • Digitalisation dynamics in SMEs

    Open Access•Carlos F A Arranz, Marta F Arroyabe et al.•ARTICLE•Technological Forecasting and…•2023

    This paper addresses the study of digitalisation dynamics in SMEs. Improving on existing research and its methodological limitations, we provide an understanding of the digital transformation in SMEs by approaching the research from a non-linear and complex perspective. We empirically test our hypotheses using the Eurostat Flash Eurobarometer No. 486 data set, with a final sample of 16,365 SMEs. Our first contribution shows that an adequate under…

  • The formation of self-management teams in higher education institutions. Satisfaction and effectiveness

    Open Access•Carlos Alberto Pérez, Marta F Arroyabe et al.•ARTICLE•Studies in Higher Education•2023

    This paper explores how self-management work groups are formed in higher education institutions and how this affects the effectiveness of the teams. For this, we investigated the experiences of 560 students who were members of self-management learning teams, using factorial analysis, cluster analysis and ordinal logit regression. We focus on self-management teams, where students form work groups autonomously, and making decisions with whom to col…

  • On the Estimation of True State Dependence in the Persistence of Innovation

    Open Access•Marta F Arroyabe, Martin Schumann•ARTICLE•Oxford Bulletin of Economics and…•2022

    This paper explores the persistence often found in firms’ innovation and advances current research by investigating its actual nature. Previous studies have aimed at disentangling true state dependence from spurious state dependence by using a random effects (RE) dynamic panel probit approach, thereby imposing strong conditions on the underlying structure of the unobserved heterogeneity. Building on recent advances in the econometric literature, …

  • Mapping the entrepreneurial university literature

    Open Access•Marta F Arroyabe, Martin Schumann et al.•ARTICLE•Studies in Higher Education•2022•Cited by: 1•References: 70

    Since the introduction of the concept of entrepreneurial university in 1980s, the number of studies has dramatically increased, in particular since 2015. This had made the literature on the entrepreneurial university complex, fragmented and difficult to navigate. This paper provides a comprehensive review of all topics covered in the body of literature on the entrepreneurial university and identifies the most salient topics and papers within this…

  • University-enterprise cooperation for the employability of higher education graduates

    Open Access•Nieves Arranz, Marta F Arroyabe et al.•ARTICLE•Studies in Higher Education•2022•Cited by: 1•References: 20

    Our paper addresses the analysis of how the collaboration between HEIs and companies affects the employability of HEIs students. We approach the paper from a social capital theoretical framework, and the perspective of companies, investigating how the intensity of collaboration between HEIs and companies, as well as the diversity of mechanisms used, affects the satisfaction of employers in HEIs graduates in companies. We use the database on ‘Empl…

  • The role of NPOs and international actors in the national innovation system

    Open Access•Nieves Arranz, Marta F Arroyabe et al.•ARTICLE•Technological Forecasting and…•2020

  • The effect of curricular and extracurricular activities on university students' entrepreneurial intention and competences

    Nieves Arranz, Francisco Ubierna et al.•ARTICLE•Studies in Higher Education•2017•Cited by: 11•References: 72

    This paper examines the effect of curricular and extracurricular activities on the entrepreneurial motivation and competences of university students. In order to address these issues, the authors have used Ajzen's model of planned behaviour, including curricular and extracurricular activities, analysing their effect on university students’ attitude and behavioural control and their entrepreneurial intention as well as competences. Using a conveni…

  • The effect of curricular and extracurricular activities on university students' entrepreneurial intention and competences

    Nieves Arranz, Francisco Ubierna et al.•ARTICLE•Studies in Higher Education•2017•Cited by: 11•References: 72

    This paper examines the effect of curricular and extracurricular activities on the entrepreneurial motivation and competences of university students. In order to address these issues, the authors have used Ajzen's model of planned behaviour, including curricular and extracurricular activities, analysing their effect on university students’ attitude and behavioural control and their entrepreneurial intention as well as competences. Using a conveni…

  • Analyzing AI adoption in European SMEs

    Open Access•Marta F Arroyabe, Carlos F A Arranz et al.•ARTICLE•Technology in Society•2024•Cited by: 2•References: 58

    This study investigates the effects of digital capabilities, innovation capabilities, and business environmental support on the adoption of Artificial Intelligence (AI) in Small and Medium-sized Enterprises (SMEs). Utilizing dynamic capabilities and resource dependency theories, we provide a comprehensive and integral analysis of the drivers that facilitate AI adoption in SMEs. We conducted an empirical study encompassing 12,108 SMEs, based on su…

  • Mapping the entrepreneurial university literature

    Open Access•Marta F Arroyabe, Martin Schumann et al.•ARTICLE•Studies in Higher Education•2022•Cited by: 1•References: 70

    Since the introduction of the concept of entrepreneurial university in 1980s, the number of studies has dramatically increased, in particular since 2015. This had made the literature on the entrepreneurial university complex, fragmented and difficult to navigate. This paper provides a comprehensive review of all topics covered in the body of literature on the entrepreneurial university and identifies the most salient topics and papers within this…

  • University-enterprise cooperation for the employability of higher education graduates

    Open Access•Nieves Arranz, Marta F Arroyabe et al.•ARTICLE•Studies in Higher Education•2022•Cited by: 1•References: 20

    Our paper addresses the analysis of how the collaboration between HEIs and companies affects the employability of HEIs students. We approach the paper from a social capital theoretical framework, and the perspective of companies, investigating how the intensity of collaboration between HEIs and companies, as well as the diversity of mechanisms used, affects the satisfaction of employers in HEIs graduates in companies. We use the database on ‘Empl…

  • The effect of curricular and extracurricular activities on university students' entrepreneurial intention and competences

    Nieves Arranz, Francisco Ubierna et al.•ARTICLE•Studies in Higher Education•2017•Cited by: 11•References: 72

    This paper examines the effect of curricular and extracurricular activities on the entrepreneurial motivation and competences of university students. In order to address these issues, the authors have used Ajzen's model of planned behaviour, including curricular and extracurricular activities, analysing their effect on university students’ attitude and behavioural control and their entrepreneurial intention as well as competences. Using a conveni…

  • The role of NPOs and international actors in the national innovation system

    Open Access•Nieves Arranz, Marta F Arroyabe et al.•ARTICLE•Technological Forecasting and…•2020

  • On the Estimation of True State Dependence in the Persistence of Innovation

    Open Access•Marta F Arroyabe, Martin Schumann•ARTICLE•Oxford Bulletin of Economics and…•2022

    This paper explores the persistence often found in firms’ innovation and advances current research by investigating its actual nature. Previous studies have aimed at disentangling true state dependence from spurious state dependence by using a random effects (RE) dynamic panel probit approach, thereby imposing strong conditions on the underlying structure of the unobserved heterogeneity. Building on recent advances in the econometric literature, …

  • Mapping the entrepreneurial university literature

    Open Access•Marta F Arroyabe, Martin Schumann et al.•ARTICLE•Studies in Higher Education•2022•Cited by: 1•References: 70

    Since the introduction of the concept of entrepreneurial university in 1980s, the number of studies has dramatically increased, in particular since 2015. This had made the literature on the entrepreneurial university complex, fragmented and difficult to navigate. This paper provides a comprehensive review of all topics covered in the body of literature on the entrepreneurial university and identifies the most salient topics and papers within this…

  • University-enterprise cooperation for the employability of higher education graduates

    Open Access•Nieves Arranz, Marta F Arroyabe et al.•ARTICLE•Studies in Higher Education•2022•Cited by: 1•References: 20

    Our paper addresses the analysis of how the collaboration between HEIs and companies affects the employability of HEIs students. We approach the paper from a social capital theoretical framework, and the perspective of companies, investigating how the intensity of collaboration between HEIs and companies, as well as the diversity of mechanisms used, affects the satisfaction of employers in HEIs graduates in companies. We use the database on ‘Empl…

  • Digitalisation dynamics in SMEs

    Open Access•Carlos F A Arranz, Marta F Arroyabe et al.•ARTICLE•Technological Forecasting and…•2023

    This paper addresses the study of digitalisation dynamics in SMEs. Improving on existing research and its methodological limitations, we provide an understanding of the digital transformation in SMEs by approaching the research from a non-linear and complex perspective. We empirically test our hypotheses using the Eurostat Flash Eurobarometer No. 486 data set, with a final sample of 16,365 SMEs. Our first contribution shows that an adequate under…

  • The formation of self-management teams in higher education institutions. Satisfaction and effectiveness

    Open Access•Carlos Alberto Pérez, Marta F Arroyabe et al.•ARTICLE•Studies in Higher Education•2023

    This paper explores how self-management work groups are formed in higher education institutions and how this affects the effectiveness of the teams. For this, we investigated the experiences of 560 students who were members of self-management learning teams, using factorial analysis, cluster analysis and ordinal logit regression. We focus on self-management teams, where students form work groups autonomously, and making decisions with whom to col…

  • The effect of IT security issues on the implementation of industry 4.0 in SMEs

    Open Access•Marta F Arroyabe, Carlos F A Arranz et al.•ARTICLE•Technological Forecasting and…•2024

    Our paper explores how IT security issues affect the implementation of Industry 4.0 in small and medium-sized enterprises (SMEs) in the manufacturing sector. To develop this research question, we carry out an empirical study, with a survey of 3184 manufacturing SMEs, using the “Flash Eurobarometer No. 486” database from Eurostat (European Union). Using machine-learning methodology (ML), our contribution extends previous literature on the barriers…

  • Exploring the economic role of cybersecurity in SMEs

    Open Access•Marta F Arroyabe, Carlos F A Arranz et al.•ARTICLE•Technology in Society•2024•References: 30

    This study explores the economic role of cybersecurity in Small and Medium Enterprises (SMEs), situating cybersecurity within the framework of merit-goods within the economic theory of market failures and public goods. By examining 240 SMEs across the UK, the empirical findings of this investigation underscore its classification as a merit-good due to its extensive social benefits and the critical gap in its optimal provision. The results confirm…

  • Analyzing AI adoption in European SMEs

    Open Access•Marta F Arroyabe, Carlos F A Arranz et al.•ARTICLE•Technology in Society•2024•Cited by: 2•References: 58

    This study investigates the effects of digital capabilities, innovation capabilities, and business environmental support on the adoption of Artificial Intelligence (AI) in Small and Medium-sized Enterprises (SMEs). Utilizing dynamic capabilities and resource dependency theories, we provide a comprehensive and integral analysis of the drivers that facilitate AI adoption in SMEs. We conducted an empirical study encompassing 12,108 SMEs, based on su…

  • Exploring the impact of external rewards on e-government services adoption

    Open Access•Sabreen Abulhaija, Marta F Arroyabe et al.•ARTICLE•Public Management Review•2026

    This research investigates how external rewards influence citizens' adoption of e-government services in Jordan, using data from the 2021 Technology and Internet Survey. Extending the UTAUT model, it incorporates external rewards as an extrinsic motivator. Findings show rewards significantly impact adoption, varying by location, age, income, education, and digital skills. It contributes to understanding e-government demand and offers policymakers…

Computer Science (8 works) · Business (7 works) · Political science (7 works) · Economics (4 works) · Higher education (4 works) · Industrial organization (4 works) · Knowledge management (4 works) · Marketing (4 works) · Public relations (4 works) · Sociology (4 works)

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