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The Likert scale analysis using parametric based Structural Equation Modeling (SEM) [PDF]
Computational Methods in Social Sciences, 2016 The Likert scale is commonly used in survey research using primary and secondary data to measure the respondent attitude by asking insofar to which they agree or disagree with a particular questions.
Zainudin Awang +2 more
doaj
Advancing European Plant Variety Registration: Data‐Driven Insights and Stakeholder Perspectives
Agribusiness, EarlyView.ABSTRACT Efficient plant variety registration is crucial for fostering innovation in the European Union, yet the current regulatory framework is complex and faces calls for reform. This study provides data‐driven evidence to inform the ongoing legislative debate by employing a mixed‐methods approach.
Sergio Urioste Daza +2 more
wiley +1 more source
Agribusiness, EarlyView.ABSTRACT Food systems have a significant impact on environmental sustainability, underscoring the need for innovative technologies to support more sustainable agricultural methods. However, the adoption of these technologies hinges on consumer acceptance, making the analysis of consumer perceptions essential.
Greta Castellini, Guendalina Graffigna
wiley +1 more source
Frontiers in Psychology, 2017 Extreme response styles (ERS) is prevalent in Likert- or rating-type data but previous research has not well-addressed their impact on differential item functioning (DIF) assessments.
Hui-Fang Chen +2 more
doaj +1 more source
International Review of Social Research, 2011 Abstract For about eight decades, research instruments in the social sciences have been orbiting around Likert’s proposal for his famous response scale. Before him, and also after he managed to impose it, many researchers have tried to find a better solution. This, however, has proven difficult.
Adrian Duşa, Valeriu Frunzaru
openaire +1 more source
Agribusiness, EarlyView.ABSTRACT Past growth in the global organic market has been concentrated in high‐income countries, while in middle‐income countries such as Serbia the organic market remains nascent and characterized by a sparse assortment of organic products, high retail premia and limited evidence on consumer preferences and their drivers.
Milan Tatic +3 more
wiley +1 more source
Scales used in research and applications
Vértices, 2016 In scientific research, we always seek to excellence in methodology, since the definition of the best method is as important as the choice of the scale to be used. This study aims to identify the types of scales used in research and its applications. The
Wanderson Lyrio Bermudes +3 more
doaj +1 more source
Protection Motivation Theory and Farmers' Participation in Futures Markets: Evidence From Germany
Agribusiness, EarlyView.ABSTRACT This study examines why German farmers show limited adoption of commodity futures contracts despite substantial price volatility, applying Protection Motivation Theory (PMT) to understand the cognitive processes driving participation decisions in futures markets. Survey data from 303 German farmers collected in 2024 were analyzed using Partial
Hendrik Wever +2 more
wiley +1 more source
From Likert scales to images: validating a novel creativity measure with image based response scales
, 2017 The use of image-based testing to assess individual differences has increased substantially in recent years, with proponents arguing that they offer a more engaging alternative to text-based psychometric tests.
Franziska Leutner +4 more
semanticscholar +1 more source