Application of Cart Method in Analyzing Factors Affecting Nutritional Status of Children Aged 6-23 Months
This study aims to analyze factors that affect the nutritional status of children aged 6-23 months. The data used were acquired from a survey conducted at mother and child health services (‘posyandu’), daycares, and households in four districts in Padang City, West Sumatera. In this study, variab...
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Lembaga Penelitian dan Pengadian kepada Masyarakat Universitas Andalas
2023-09-01
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| Series: | Andalasian International Journal of Agricultural and Natural Sciences |
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| Online Access: | https://chipset.fti.unand.ac.id/index.php/aijans/article/view/18 |
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| author | Izzati Rahmi Yozza Hazmira Husna Radhiatul Rahmy Hafifatul Auliya |
| author_facet | Izzati Rahmi Yozza Hazmira Husna Radhiatul Rahmy Hafifatul Auliya |
| author_sort | Izzati Rahmi |
| collection | DOAJ |
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This study aims to analyze factors that affect the nutritional status of children aged 6-23 months. The data used were acquired from a survey conducted at mother and child health services (‘posyandu’), daycares, and households in four districts in Padang City, West Sumatera. In this study, variables that are hypothesized to contribute to nutritional status are sex, birth weight, family income, number of family dependents, exclusive breastfeeding status, mother's employment status, education level, knowledge and nutritional behavior. Data analysis was done by using tree structure analysis namely CART method. It is showed that variables which significantly affect the nutritional status of children aged 6-23 months are mother’s education level, knowledge and nutritional behavior. Children with low mother’s education level have higher prevalence of severely underweight and underweight when mother’s knowledge is poor or enough. in the group of children whose mothers have higher level of education, the variable that has a significant influence on child’s nutritional status is mother's nutritional behavior. In the group of children whose mothers have higher level of education, the variable that has a significant influence on child’s nutritional status is mother's nutritional behavior, the prevalence of overweight is likely to be high in children whose mothers nutritional behaviour is not good. Therefore, intervention from related parties is needed to implement programs for improving mother's knowledge about nutrition that will lead to better child’s nutritional status.
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| format | Article |
| id | doaj-art-7cd067cacbe94dab8535b0ed3ba8ca6f |
| institution | Kabale University |
| issn | 2776-6500 2745-7885 |
| language | English |
| publishDate | 2023-09-01 |
| publisher | Lembaga Penelitian dan Pengadian kepada Masyarakat Universitas Andalas |
| record_format | Article |
| series | Andalasian International Journal of Agricultural and Natural Sciences |
| spelling | doaj-art-7cd067cacbe94dab8535b0ed3ba8ca6f2025-01-18T10:11:56ZengLembaga Penelitian dan Pengadian kepada Masyarakat Universitas AndalasAndalasian International Journal of Agricultural and Natural Sciences2776-65002745-78852023-09-01201Application of Cart Method in Analyzing Factors Affecting Nutritional Status of Children Aged 6-23 Months Izzati Rahmi0Yozza HazmiraHusna RadhiatulRahmy Hafifatul Auliya Andalas University This study aims to analyze factors that affect the nutritional status of children aged 6-23 months. The data used were acquired from a survey conducted at mother and child health services (‘posyandu’), daycares, and households in four districts in Padang City, West Sumatera. In this study, variables that are hypothesized to contribute to nutritional status are sex, birth weight, family income, number of family dependents, exclusive breastfeeding status, mother's employment status, education level, knowledge and nutritional behavior. Data analysis was done by using tree structure analysis namely CART method. It is showed that variables which significantly affect the nutritional status of children aged 6-23 months are mother’s education level, knowledge and nutritional behavior. Children with low mother’s education level have higher prevalence of severely underweight and underweight when mother’s knowledge is poor or enough. in the group of children whose mothers have higher level of education, the variable that has a significant influence on child’s nutritional status is mother's nutritional behavior. In the group of children whose mothers have higher level of education, the variable that has a significant influence on child’s nutritional status is mother's nutritional behavior, the prevalence of overweight is likely to be high in children whose mothers nutritional behaviour is not good. Therefore, intervention from related parties is needed to implement programs for improving mother's knowledge about nutrition that will lead to better child’s nutritional status. https://chipset.fti.unand.ac.id/index.php/aijans/article/view/18Nutritional StatusCARTPadang CityChildren aged 6-23 months |
| spellingShingle | Izzati Rahmi Yozza Hazmira Husna Radhiatul Rahmy Hafifatul Auliya Application of Cart Method in Analyzing Factors Affecting Nutritional Status of Children Aged 6-23 Months Andalasian International Journal of Agricultural and Natural Sciences Nutritional Status CART Padang City Children aged 6-23 months |
| title | Application of Cart Method in Analyzing Factors Affecting Nutritional Status of Children Aged 6-23 Months |
| title_full | Application of Cart Method in Analyzing Factors Affecting Nutritional Status of Children Aged 6-23 Months |
| title_fullStr | Application of Cart Method in Analyzing Factors Affecting Nutritional Status of Children Aged 6-23 Months |
| title_full_unstemmed | Application of Cart Method in Analyzing Factors Affecting Nutritional Status of Children Aged 6-23 Months |
| title_short | Application of Cart Method in Analyzing Factors Affecting Nutritional Status of Children Aged 6-23 Months |
| title_sort | application of cart method in analyzing factors affecting nutritional status of children aged 6 23 months |
| topic | Nutritional Status CART Padang City Children aged 6-23 months |
| url | https://chipset.fti.unand.ac.id/index.php/aijans/article/view/18 |
| work_keys_str_mv | AT izzatirahmi applicationofcartmethodinanalyzingfactorsaffectingnutritionalstatusofchildrenaged623months AT yozzahazmira applicationofcartmethodinanalyzingfactorsaffectingnutritionalstatusofchildrenaged623months AT husnaradhiatul applicationofcartmethodinanalyzingfactorsaffectingnutritionalstatusofchildrenaged623months AT rahmyhafifatulauliya applicationofcartmethodinanalyzingfactorsaffectingnutritionalstatusofchildrenaged623months |