{"id":"https://openalex.org/W2557789177","doi":"https://doi.org/10.3390/sym8120141","title":"Comparing Bayesian and Maximum Likelihood Predictors in Structural Equation Modeling of Children\u2019s Lifestyle Index","display_name":"Comparing Bayesian and Maximum Likelihood Predictors in Structural Equation Modeling of Children\u2019s Lifestyle Index","publication_year":2016,"publication_date":"2016-11-28","ids":{"openalex":"https://openalex.org/W2557789177","doi":"https://doi.org/10.3390/sym8120141","mag":"2557789177"},"language":"en","primary_location":{"id":"doi:10.3390/sym8120141","is_oa":true,"landing_page_url":"https://doi.org/10.3390/sym8120141","pdf_url":"https://www.mdpi.com/2073-8994/8/12/141/pdf?version=1480331576","source":{"id":"https://openalex.org/S190787756","display_name":"Symmetry","issn_l":"2073-8994","issn":["2073-8994"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Symmetry","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2073-8994/8/12/141/pdf?version=1480331576","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053334248","display_name":"Che Wan Jasimah Wan Mohamed Radzi","orcid":"https://orcid.org/0000-0002-7727-2077"},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Che Radzi","raw_affiliation_strings":["Department of Science and Technology Studies, Faculty of Science, University of Malaya, Kuala Lumpur 50603, Malaysia"],"raw_orcid":"https://orcid.org/0000-0002-7727-2077","affiliations":[{"raw_affiliation_string":"Department of Science and Technology Studies, Faculty of Science, University of Malaya, Kuala Lumpur 50603, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103675337","display_name":"Huang Hui","orcid":null},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Huang Hui","raw_affiliation_strings":["Department of Science and Technology Studies, Faculty of Science, University of Malaya, Kuala Lumpur 50603, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Science and Technology Studies, Faculty of Science, University of Malaya, Kuala Lumpur 50603, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083056752","display_name":"Hashem Salarzadeh Jenatabadi","orcid":"https://orcid.org/0000-0002-9080-009X"},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Hashem Salarzadeh Jenatabadi","raw_affiliation_strings":["Department of Science and Technology Studies, Faculty of Science, University of Malaya, Kuala Lumpur 50603, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Science and Technology Studies, Faculty of Science, University of Malaya, Kuala Lumpur 50603, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5053334248"],"corresponding_institution_ids":["https://openalex.org/I33849332"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2227},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2227},"fwci":1.926,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.88857381,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"8","issue":"12","first_page":"141","last_page":"141"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11610","display_name":"Food Security and Health in Diverse Populations","score":0.980400025844574,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11610","display_name":"Food Security and Health in Diverse Populations","score":0.980400025844574,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10010","display_name":"Obesity, Physical Activity, Diet","score":0.957099974155426,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10596","display_name":"Child Nutrition and Water Access","score":0.9539999961853027,"subfield":{"id":"https://openalex.org/subfields/2916","display_name":"Nutrition and Dietetics"},"field":{"id":"https://openalex.org/fields/29","display_name":"Nursing"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/socioeconomic-status","display_name":"Socioeconomic status","score":0.7408465147018433},{"id":"https://openalex.org/keywords/structural-equation-modeling","display_name":"Structural equation modeling","score":0.7100242972373962},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5998626351356506},{"id":"https://openalex.org/keywords/index","display_name":"Index (typography)","score":0.5512052774429321},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.47389310598373413},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.4027535915374756},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.36576148867607117},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3596351444721222},{"id":"https://openalex.org/keywords/demography","display_name":"Demography","score":0.26804572343826294},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2610970139503479},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.09941187500953674}],"concepts":[{"id":"https://openalex.org/C147077947","wikidata":"https://www.wikidata.org/wiki/Q1515895","display_name":"Socioeconomic status","level":3,"score":0.7408465147018433},{"id":"https://openalex.org/C71104824","wikidata":"https://www.wikidata.org/wiki/Q1476639","display_name":"Structural equation modeling","level":2,"score":0.7100242972373962},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5998626351356506},{"id":"https://openalex.org/C2777382242","wikidata":"https://www.wikidata.org/wiki/Q6017816","display_name":"Index (typography)","level":2,"score":0.5512052774429321},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.47389310598373413},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.4027535915374756},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.36576148867607117},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3596351444721222},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.26804572343826294},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2610970139503479},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.09941187500953674},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/sym8120141","is_oa":true,"landing_page_url":"https://doi.org/10.3390/sym8120141","pdf_url":"https://www.mdpi.com/2073-8994/8/12/141/pdf?version=1480331576","source":{"id":"https://openalex.org/S190787756","display_name":"Symmetry","issn_l":"2073-8994","issn":["2073-8994"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Symmetry","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:c264940120354303b87241d347c79851","is_oa":true,"landing_page_url":"https://doaj.org/article/c264940120354303b87241d347c79851","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Symmetry, Vol 8, Iss 12, p 141 (2016)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2073-8994/8/12/141/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/sym8120141","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Symmetry; Volume 8; Issue 12; Pages: 141","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/sym8120141","is_oa":true,"landing_page_url":"https://doi.org/10.3390/sym8120141","pdf_url":"https://www.mdpi.com/2073-8994/8/12/141/pdf?version=1480331576","source":{"id":"https://openalex.org/S190787756","display_name":"Symmetry","issn_l":"2073-8994","issn":["2073-8994"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Symmetry","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Zero hunger","score":0.7799999713897705,"id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W2557789177.pdf"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W1411056474","https://openalex.org/W1556854658","https://openalex.org/W1849070935","https://openalex.org/W1973209697","https://openalex.org/W1978299075","https://openalex.org/W1982439543","https://openalex.org/W1998243764","https://openalex.org/W1999291824","https://openalex.org/W2015536561","https://openalex.org/W2018568029","https://openalex.org/W2024218294","https://openalex.org/W2024371081","https://openalex.org/W2037849408","https://openalex.org/W2044676811","https://openalex.org/W2072351255","https://openalex.org/W2073237413","https://openalex.org/W2078711817","https://openalex.org/W2079025608","https://openalex.org/W2083449279","https://openalex.org/W2089773781","https://openalex.org/W2093981487","https://openalex.org/W2097307523","https://openalex.org/W2099097934","https://openalex.org/W2102338334","https://openalex.org/W2115534379","https://openalex.org/W2130783497","https://openalex.org/W2152343454","https://openalex.org/W2157335584","https://openalex.org/W2157703634","https://openalex.org/W2158679941","https://openalex.org/W2159183674","https://openalex.org/W2159780028","https://openalex.org/W2161091378","https://openalex.org/W2161970884","https://openalex.org/W2186131238","https://openalex.org/W2199763690","https://openalex.org/W2230472829","https://openalex.org/W2755730676","https://openalex.org/W2904919173","https://openalex.org/W2973627903","https://openalex.org/W3146501913","https://openalex.org/W4232383088","https://openalex.org/W4249341720","https://openalex.org/W6675083783"],"related_works":["https://openalex.org/W2024934382","https://openalex.org/W2303173273","https://openalex.org/W2513767888","https://openalex.org/W3147308590","https://openalex.org/W1528049813","https://openalex.org/W1968285868","https://openalex.org/W2364043478","https://openalex.org/W4388140417","https://openalex.org/W3153451317","https://openalex.org/W4200502240"],"abstract_inverted_index":{"Several":[0],"factors":[1],"may":[2],"influence":[3],"children\u2019s":[4,16,48,127,136],"lifestyle.":[5,49,128,157],"The":[6,50,65,129,178],"main":[7],"purpose":[8],"of":[9,72,78,91,105,131,198],"this":[10,53,181],"study":[11,54],"is":[12,138,142],"to":[13,108],"introduce":[14],"a":[15,143,168],"lifestyle":[17,124,137],"index":[18],"framework":[19,37,116],"and":[20,33,47,83,111,122,150,155,185,190,193],"model":[21,95,166],"it":[22],"based":[23],"on":[24,135],"structural":[25],"equation":[26],"modeling":[27],"(SEM)":[28],"with":[29,60,171,195],"Maximum":[30],"likelihood":[31],"(ML)":[32],"Bayesian":[34,110,164,186,200],"predictors.":[35],"This":[36],"includes":[38],"parental":[39,45,119,123,152,156],"socioeconomic":[40,120,153],"status,":[41],"household":[42,132,147],"food":[43,133,148],"security,":[44],"lifestyle,":[46],"sample":[51],"for":[52,180],"involves":[55],"452":[56],"volunteer":[57],"Chinese":[58],"families":[59],"children":[61],"7\u201312":[62],"years":[63],"old.":[64],"experimental":[66],"results":[67],"are":[68,98,188,205],"compared":[69],"in":[70,202],"terms":[71],"root":[73],"mean":[74,80,84],"square":[75],"error,":[76,82],"coefficient":[77],"determination,":[79],"absolute":[81,85],"percentage":[86],"error":[87],"metrics.":[88],"An":[89],"analysis":[90],"the":[92,103,114,159,163,172,175,196,199],"proposed":[93,115],"causal":[94],"suggests":[96],"there":[97,141],"multiple":[99],"significant":[100],"interconnections":[101],"among":[102],"variables":[104],"interest.":[106],"According":[107],"both":[109,151],"ML":[112,176,184],"techniques,":[113],"illustrates":[117],"that":[118,162],"status":[121,154],"strongly":[125],"impact":[126,130],"security":[134,149],"rejected.":[139],"However,":[140],"strong":[144],"relationship":[145],"between":[146,183],"Moreover,":[158],"outputs":[160],"illustrate":[161],"prediction":[165,187],"has":[167],"good":[169],"fit":[170],"data,":[173],"unlike":[174],"approach.":[177],"reasons":[179],"discrepancy":[182],"debated":[189],"potential":[191],"advantages":[192],"caveats":[194],"application":[197],"approach":[201],"future":[203],"studies":[204],"discussed.":[206]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
