2020
DOI: 10.1016/j.ssaho.2020.100032
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A methodology for creating typologies of rural territories in Ecuador

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Cited by 9 publications
(8 citation statements)
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“…The first step of the applied methodology (Figure 3) included the method of multivariate analysis. Multivariate analysis is widely used in spatial research as well as in rural research and delimitation [3,14,17,18,31,49,[60][61][62][63][64][65][66][67][68][69][70][71][72]. In this study, factor analysis (FA) was used, which relies on the principal component method (PCA) to identify key factors that describe rural areas.…”
Section: Methodsmentioning
confidence: 99%
See 1 more Smart Citation
“…The first step of the applied methodology (Figure 3) included the method of multivariate analysis. Multivariate analysis is widely used in spatial research as well as in rural research and delimitation [3,14,17,18,31,49,[60][61][62][63][64][65][66][67][68][69][70][71][72]. In this study, factor analysis (FA) was used, which relies on the principal component method (PCA) to identify key factors that describe rural areas.…”
Section: Methodsmentioning
confidence: 99%
“…The PCA is an exploratory statistical method for synthesizing information with the aim of reducing the number of variables. The goal of this method is to reduce the number of variables with minimal loss of information [69]. Basically, the PCA represents the extraction of factors of a reduced set of variables that explain most of the variance from the data set [70,73].…”
Section: Methodsmentioning
confidence: 99%
“…For example, Wei Lin et al constructed an index system from five aspects, location conditions, village scale, economic development, service facilities and concentration degree, to measure the development potential of villages [38]. Rosa Cuesta Molestina et al classified the development of villages based on population, urbanization rate, economically active population and distance to regionally important cities [21].…”
Section: Data Sourcesmentioning
confidence: 99%
“…The traditional qualitative method of rural typology relying on experience is no longer applicable, and the quantitative method of rural typology has become the focus of scholars [17]. Scholars often use a series of decomposition and induction methods to study village classification on the basis of identifying natural resources, human resources, social economy and other attributes [18][19][20][21]. For example, John R. Blunden et al divided the village into five categories, including urban imprint zone, high amenity and advantaged areas and so on, from the aspects of accessibility, settlement, population, socio-economic profile and telematics systems, and through the establishment of an artificial neural network model to identify the rural areas of EU countries [22].…”
Section: Introductionmentioning
confidence: 99%
“…Segundo a FAO (2018) os resultados da classificação de estabelecimentos rurais em tipos homogêneos permitem avaliar o desempenho e as transformações pelas quais quais podem passar os grupos de produtores ao longo do tempo, além de garantir a representatividade de explorações agrícolas altamente diversificadas em pesquisas, apoiando assim a formulação, implementação e avaliação de políticas com foco em diferentes aspectos do desenvolvimento sustentável. Para Molestina et al (2020) as tipologias constituem uma ferramenta operacional para o planejamento e desenho de estratégias de desenvolvimento territorial, auxiliando a priorizar diferentes intervenções e a melhorar a articulação da gestão territorial entre os vários níveis de governo.…”
Section: Introductionunclassified