Effect of Social Media on Child Obesity: Application of Structural Equation Modeling with the Taguchi Method
Through public health studies, specifically on child obesity modeling, research scholars have been attempting to identify the factors affecting obesity using suitable statistical techniques. In recent years, regression, structural equation modeling (SEM) and partial least squares (PLS) regression ha...
| Main Authors: | , , , , |
|---|---|
| Format: | Article |
| Published: |
MDPI
2018
|
| Subjects: |
| _version_ | 1825721724437528576 |
|---|---|
| author | Khajeheian, Datis Colabi, Amir Shah, Nordiana Ahmad Kharman Wan Mohamed Radzi, Che Wan Jasimah Jenatabadi, Hashem Salarzadeh |
| author_facet | Khajeheian, Datis Colabi, Amir Shah, Nordiana Ahmad Kharman Wan Mohamed Radzi, Che Wan Jasimah Jenatabadi, Hashem Salarzadeh |
| author_sort | Khajeheian, Datis |
| collection | UM |
| description | Through public health studies, specifically on child obesity modeling, research scholars have been attempting to identify the factors affecting obesity using suitable statistical techniques. In recent years, regression, structural equation modeling (SEM) and partial least squares (PLS) regression have been the most widely employed statistical modeling techniques in public health studies. The main objective of this study to apply the Taguchi method to introduce a new pattern rather than a model for analyzing the body mass index (BMI) of children as a representative of childhood obesity levels mainly related to social media use. The data analysis includes two main parts. The first part entails selecting significant indicators for the proposed framework by applying SEM for primary and high school students separately. The second part introduces the Taguchi method as a realistic and reliable approach to exploring which combination of significant variables leads to high obesity levels in children. AMOS software (IBM, Armonk, NY, USA) was applied in the first part of data analysis and MINITAB software (Minitab Inc., State College, PA, USA) was utilized for the Taguchi experimental analysis (second data analysis part). This study will help research scholars view the data and a pattern rather than a model, as a combination of different factor levels for target factor optimization. |
| first_indexed | 2024-03-06T05:54:43Z |
| format | Article |
| id | um.eprints-21647 |
| institution | Universiti Malaya |
| last_indexed | 2024-03-06T05:54:43Z |
| publishDate | 2018 |
| publisher | MDPI |
| record_format | dspace |
| spelling | um.eprints-216472019-07-16T08:44:59Z http://eprints.um.edu.my/21647/ Effect of Social Media on Child Obesity: Application of Structural Equation Modeling with the Taguchi Method Khajeheian, Datis Colabi, Amir Shah, Nordiana Ahmad Kharman Wan Mohamed Radzi, Che Wan Jasimah Jenatabadi, Hashem Salarzadeh QA75 Electronic computers. Computer science T Technology (General) Through public health studies, specifically on child obesity modeling, research scholars have been attempting to identify the factors affecting obesity using suitable statistical techniques. In recent years, regression, structural equation modeling (SEM) and partial least squares (PLS) regression have been the most widely employed statistical modeling techniques in public health studies. The main objective of this study to apply the Taguchi method to introduce a new pattern rather than a model for analyzing the body mass index (BMI) of children as a representative of childhood obesity levels mainly related to social media use. The data analysis includes two main parts. The first part entails selecting significant indicators for the proposed framework by applying SEM for primary and high school students separately. The second part introduces the Taguchi method as a realistic and reliable approach to exploring which combination of significant variables leads to high obesity levels in children. AMOS software (IBM, Armonk, NY, USA) was applied in the first part of data analysis and MINITAB software (Minitab Inc., State College, PA, USA) was utilized for the Taguchi experimental analysis (second data analysis part). This study will help research scholars view the data and a pattern rather than a model, as a combination of different factor levels for target factor optimization. MDPI 2018 Article PeerReviewed Khajeheian, Datis and Colabi, Amir and Shah, Nordiana Ahmad Kharman and Wan Mohamed Radzi, Che Wan Jasimah and Jenatabadi, Hashem Salarzadeh (2018) Effect of Social Media on Child Obesity: Application of Structural Equation Modeling with the Taguchi Method. International Journal of Environmental Research and Public Health, 15 (7). p. 1343. ISSN 1660-4601, DOI https://doi.org/10.3390/ijerph15071343 <https://doi.org/10.3390/ijerph15071343>. https://doi.org/10.3390/ijerph15071343 doi:10.3390/ijerph15071343 |
| spellingShingle | QA75 Electronic computers. Computer science T Technology (General) Khajeheian, Datis Colabi, Amir Shah, Nordiana Ahmad Kharman Wan Mohamed Radzi, Che Wan Jasimah Jenatabadi, Hashem Salarzadeh Effect of Social Media on Child Obesity: Application of Structural Equation Modeling with the Taguchi Method |
| title | Effect of Social Media on Child Obesity: Application of Structural Equation Modeling with the Taguchi Method |
| title_full | Effect of Social Media on Child Obesity: Application of Structural Equation Modeling with the Taguchi Method |
| title_fullStr | Effect of Social Media on Child Obesity: Application of Structural Equation Modeling with the Taguchi Method |
| title_full_unstemmed | Effect of Social Media on Child Obesity: Application of Structural Equation Modeling with the Taguchi Method |
| title_short | Effect of Social Media on Child Obesity: Application of Structural Equation Modeling with the Taguchi Method |
| title_sort | effect of social media on child obesity application of structural equation modeling with the taguchi method |
| topic | QA75 Electronic computers. Computer science T Technology (General) |
| work_keys_str_mv | AT khajeheiandatis effectofsocialmediaonchildobesityapplicationofstructuralequationmodelingwiththetaguchimethod AT colabiamir effectofsocialmediaonchildobesityapplicationofstructuralequationmodelingwiththetaguchimethod AT shahnordianaahmadkharman effectofsocialmediaonchildobesityapplicationofstructuralequationmodelingwiththetaguchimethod AT wanmohamedradzichewanjasimah effectofsocialmediaonchildobesityapplicationofstructuralequationmodelingwiththetaguchimethod AT jenatabadihashemsalarzadeh effectofsocialmediaonchildobesityapplicationofstructuralequationmodelingwiththetaguchimethod |