Measuring organizational capabilities for technological innovation through a fuzzy inference system

García, Jakeline Serrano; Álvarez, Carlos Alberto Acevedo; Gómez, Johnatan Mauricio Castelblanco; Toro, Juan José Arbeláez

doi:10.1016/j.techsoc.2017.05.005

Cited by 15 publications

(5 citation statements)

References 30 publications

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“…The notion of IC derives from DC (Lahovnik & Breznik, 2014), a driver of innovation that enables organisations to adapt to the market (Teece et al, 1997). ICs refers to the capabilities linked to the organisation and its management that are coordinated to start, develop and execute innovation (OECD/Eurostat, 2018) under a systemic corporate approach resulting from a strategic and operational management (Serrano‐García et al, 2017; Serrano‐García & Robledo‐Velásquez, 2013). ICs are considered a special organisational asset that allows firms to create and sustain a competitive advantage (Guan & Ma, 2003; Yam et al, 2004).…”

Section: Theoretical Background and Literature Reviewmentioning

confidence: 99%

Capabilities and organisational dimensions conducive to green product innovation: Evidence from Croatian and Spanish manufacturing firms

et al. 2022

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This paper aims to determine which configuration of green innovation capabilities (GICs) and organisational dimensions (ODs) leads to achieving green product innovation (GPI). We used data collected through the European Manufacturing Survey (EMS) from manufacturing firms in Spain and Croatia considered to be innovators.After conducting a cluster analysis, we identified a group of firms that still develop conventional product innovations (CPIs) and three groups of firms at different stages of GPI development. The four clusters were characterised using different variables, or determinants of GPI, associated with seven GICs and five ODs that favour GPI.According to the findings, all the GICs and ODs under analysis have a positive impact on GPI development, which results in the consolidation of a framework that organisations could use to manage green innovation. By empirically showing the relevance of applying these constructs, this study makes contributions to the Resource-Based Theory (RBT), along with its extension to GICs, and points to the need to associate them with the ODs to achieve GPI towards the challenge of sustainable development.

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Section: Theoretical Background and Literature Reviewmentioning

confidence: 99%

Capabilities and organisational dimensions conducive to green product innovation: Evidence from Croatian and Spanish manufacturing firms

et al. 2022

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“…Their evaluation depends on the perception of experts. Given their nature and characteristics, fuzzy analysis is the most suitable means to measure them [43].…”

Section: Variables Measurementmentioning

confidence: 99%

A Fuzzy Inference System for Management Control Tools

2021

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Despite the importance of the role of small and medium enterprises (SMEs) in developing and growing economies, little is known regarding the use of management control tools in them. In management control in SMEs, a holistic system needs to be modeled to enable a careful study of how each lever (belief systems, boundary systems, interactive control systems, and diagnostic control systems) affects the organizational performance of SMEs. In this article, a fuzzy logic approach is proposed for the decision-making system in management control in small and medium enterprises. C. Mamdani fuzzy inference system (MFIS) was applied as a decision-making technique to explore the influence of the use of management control tools on the organizational performance of SMEs. Perceptions data analysis is obtained through empirical research.

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“…Adicionalmente, se puede encontrar en la literatura diversas posiciones sobre el análisis de las capacidades (Villalba, Robledo, & Builes, 2016). Las capacidades de mayor interés son las siguientes: dinámicas (Wu et al, 2016;Lin, Sua, & Higgins, 2016), tecnológicas (Lall, 1992), organizacionales (Serrano, Acevedo, Castelblanco, & Arbeláez, 2017;Urueña, Hidalgo, & Arenas, 2016), de innovación (Wang & Dass, 2016) y de innovación tecnológica (Ince et al, 2016;Cheng, Yam, Mok, & Ma, 2006;Guan & Ma, 2003;Yam, Guan, Pun, & Tang, 2004;Wang, Lu, & Chen, 2009).…”

Section: Estrategia Y Organizacionesunclassified

“…Una de ellas corresponde a que un tipo de capacidad se encuentra inmerso en otro. Por ejemplo, las capacidades de innovación tecnológica corresponden a un tipo de capacidad organizacional (Serrano et al, 2017), de las cuales se destacan aspectos como el aprendizaje organizacional y la gestión de recursos. A su vez, las capacidades dinámicas se centran en la integración, el aprendizaje y la reconfiguración de los elementos que componen una organización (Wu et al, 2016).…”

Section: Estrategia Y Organizacionesunclassified

Análisis comparativo de las capacidades de innovación tecnológica de la industria manufacturera colombiana, 2006-2014. Una revisión a partir de la metodología de clases latentes

Rodríguez

Morales

Valencia

2020

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En el presente trabajo se realiza un análisis de clases latentes, con el fin de aportar a la compresión de la evolución de las capacidades de innovación de la industria manufacturera Colombiana, siguiendo las premisas de la visión basada en recursos. Este análisis fue aplicado sobre los datos de las Encuesta de Desarrollo e Innovación Tecnológica (edit), en el periodo 2006-2014, realizada a las empresas de la industria manufacturera Colombiana. Entre los resultados encontrados, se destaca una tendencia de empresas que presentan bajos niveles en la adquisición de capacidades, comportamiento similar para las cinco (5) capacidades analizadas. Con base en estos resultados se evidencia la necesidad de establecer estrategias que permitan a la industria manufacturera mejorar sus capacidades; de igual forma, se sugiere la revisión de los marcos que fundamentan los instrumentos de medición para fortalecer la información que permita la toma de decisión estratégica en innovación en el ámbito empresarial y gubernamental.

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Measuring organizational capabilities for technological innovation through a fuzzy inference system

Cited by 15 publications

References 30 publications

Capabilities and organisational dimensions conducive to green product innovation: Evidence from Croatian and Spanish manufacturing firms

Capabilities and organisational dimensions conducive to green product innovation: Evidence from Croatian and Spanish manufacturing firms

A Fuzzy Inference System for Management Control Tools

Análisis comparativo de las capacidades de innovación tecnológica de la industria manufacturera colombiana, 2006-2014. Una revisión a partir de la metodología de clases latentes

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