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Wen A, Weyant RJ, McNeil DW, Crout RJ, Neiswanger K, Marazita ML, Foxman B. Bayesian Analysis of the Association between Family-Level Factors and Siblings' Dental Caries. JDR Clin Trans Res 2017; 2:278-286. [PMID: 28871287 DOI: 10.1177/2380084417698103] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
We conducted a Bayesian analysis of the association between family-level socioeconomic status and smoking and the prevalence of dental caries among siblings (children from infant to 14 y) among children living in rural and urban Northern Appalachia using data from the Center for Oral Health Research in Appalachia (COHRA). The observed proportion of siblings sharing caries was significantly different from predicted assuming siblings' caries status was independent. Using a Bayesian hierarchical model, we found the inclusion of a household factor significantly improved the goodness of fit. Other findings showed an inverse association between parental education and siblings' caries and a positive association between households with smokers and siblings' caries. Our study strengthens existing evidence suggesting that increased parental education and decreased parental cigarette smoking are associated with reduced childhood caries in the household. Our results also demonstrate the value of a Bayesian approach, which allows us to include household as a random effect, thereby providing more accurate estimates than obtained using generalized linear mixed models.
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Affiliation(s)
- A Wen
- Department of Biology, University of Northern Iowa, Cedar Falls, IA, USA
| | - R J Weyant
- Departments of Dental Public Health and Information Management, and Oral Biology, University of Pittsburgh, School of Dental Medicine, Pittsburgh, PA, USA.,Center for Oral Health Research in Appalachia, University of Pittsburgh, PA, USA, and West Virginia University, Morgantown, WV, USA
| | - D W McNeil
- Center for Oral Health Research in Appalachia, University of Pittsburgh, PA, USA, and West Virginia University, Morgantown, WV, USA.,Departments of Psychology and Dental Practice & Rural Health, West Virginia University, Morgantown, WV, USA
| | - R J Crout
- Center for Oral Health Research in Appalachia, University of Pittsburgh, PA, USA, and West Virginia University, Morgantown, WV, USA.,Department of Periodontics West Virginia University, School of Dentistry, Morgantown, WV, USA
| | - K Neiswanger
- Center for Oral Health Research in Appalachia, University of Pittsburgh, PA, USA, and West Virginia University, Morgantown, WV, USA.,Center for Craniofacial and Dental Genetics, Department of Oral Biology, University of Pittsburgh School of Dental Medicine, Pittsburgh, PA, USA
| | - M L Marazita
- Center for Oral Health Research in Appalachia, University of Pittsburgh, PA, USA, and West Virginia University, Morgantown, WV, USA.,Center for Craniofacial and Dental Genetics, Department of Oral Biology, University of Pittsburgh School of Dental Medicine, Pittsburgh, PA, USA.,Department of Human Genetics, University of Pittsburgh Graduate School of Public Health, Pittsburgh, PA, USA.,Clinical and Translational Sciences, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - B Foxman
- Center for Molecular and Clinical Epidemiology of Infectious Diseases, University of Michigan School of Public Health, Ann Arbor, MI, USA
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A, Litvintsev DO, Liu C, Liu Q, Liu T, Lockwitz S, Lockyer NS, Loginov A, Lucchesi D, Lueck J, Lujan P, Lukens P, Lungu G, Lys J, Lysak R, Madrak R, Maeshima K, Makhoul K, Maksimovic P, Malik S, Manca G, Manousakis-Katsikakis A, Margaroli F, Marino C, Martínez M, Martínez-Ballarín R, Mastrandrea P, Mathis M, Mattson ME, Mazzanti P, McFarland KS, McIntyre P, McNulty R, Mehta A, Mehtala P, Menzione A, Mesropian C, Miao T, Mietlicki D, Mitra A, Miyake H, Moed S, Moggi N, Mondragon MN, Moon CS, Moore R, Morello MJ, Morlock J, Movilla Fernandez P, Mukherjee A, Muller T, Murat P, Mussini M, Nachtman J, Nagai Y, Naganoma J, Nakano I, Napier A, Nett J, Neu C, Neubauer MS, Nielsen J, Nodulman L, Norniella O, Nurse E, Oakes L, Oh SH, Oh YD, Oksuzian I, Okusawa T, Orava R, Ortolan L, Pagan Griso S, Pagliarone C, Palencia E, Papadimitriou V, Paramonov AA, Patrick J, Pauletta G, Paulini M, Paus C, Pellett DE, Penzo A, Phillips TJ, Piacentino G, Pianori E, Pilot J, Pitts K, Plager C, Pondrom L, 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Tomura T, Tonelli D, Torre S, Torretta D, Totaro P, Trovato M, Tu Y, Turini N, Ukegawa F, Uozumi S, Varganov A, Vataga E, Vázquez F, Velev G, Vellidis C, Vidal M, Vila I, Vilar R, Vogel M, Volpi G, Wagner P, Wagner RL, Wakisaka T, Wallny R, Wang C, Wang SM, Warburton A, Waters D, Weinberger M, Wen A, Wester WC, Whitehouse B, Whiteson D, Wicklund AB, Wicklund E, Wilbur S, Wick F, Williams HH, Wilson JS, Wilson P, Winer BL, Wittich P, Wolbers S, Wolfe H, Wright T, Wu X, Wu Z, Yamamoto K, Yamaoka J, Yang UK, Yang YC, Yao WM, Yeh GP, Yi K, Yoh J, Yorita K, Yoshida T, Yu GB, Yu I, Yu SS, Yun JC, Zanetti A, Zeng Y, Zucchelli S. Production ofΛ0,Λ¯0,Ξ±, andΩ±hyperons inpp¯collisions ats=1.96 TeV. Int J Clin Exp Med 2012. [DOI: 10.1103/physrevd.86.012002] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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