Modelling childhood caries using parametric competing risks survival analysis methods for clustered data

Caries Research

Volumn 44, Issue 1, 2010, Pages 69-80

  Stephenson, J ^a   Chadwick, B L ^a   Playle, R A ^a   Treasure, E T ^a  

^a CARDIFF UNIVERSITY   (United Kingdom)

Author keywords

Primary teeth; Survival analysis

Indexed keywords

ARTICLE; BIOLOGICAL MODEL; CHILD; CLUSTER ANALYSIS; COHORT ANALYSIS; DECIDUOUS TOOTH; DENTAL CARIES; FEMALE; FLUORIDATION; FOLLOW UP; FORECASTING; GINGIVA DISEASE; HUMAN; MALE; MOLAR TOOTH; PATHOLOGY; PRESCHOOL CHILD; PROPORTIONAL HAZARDS MODEL; REGRESSION ANALYSIS; RISK FACTOR; SOCIAL CLASS; STATISTICAL MODEL; SURVIVAL; UNITED KINGDOM;

CHILD; CHILD, PRESCHOOL; CLUSTER ANALYSIS; COHORT STUDIES; DENTAL CARIES; DENTAL CARIES SUSCEPTIBILITY; FEMALE; FLUORIDATION; FOLLOW-UP STUDIES; FORECASTING; GREAT BRITAIN; HUMANS; MALE; MODELS, BIOLOGICAL; MODELS, STATISTICAL; MOLAR; PROPORTIONAL HAZARDS MODELS; REGRESSION ANALYSIS; RISK FACTORS; SOCIAL CLASS; SURVIVAL ANALYSIS; TOOTH EXFOLIATION; TOOTH, DECIDUOUS;

EID: 75549089175     PISSN: 00086568     EISSN: None     Source Type: Journal    
DOI: 10.1159/000279326     Document Type: Article

References (35)

1. Baelum V, Machiulskiene V, Nyvad B, Richards A, Vaeth M: Application of survival analysis to carious lesion transitions in intervention trials. Community Dent Oral Epidemiol 2003; 31: 252-260. (Pubitemid 37463753)
2. Beck J, Lawrence HP, Koch GP: Analytic approaches to longitudinal caries data in adults. Community Dent Oral Epidemiol 1997; 25: 42-51. (Pubitemid 127533976)
3. Burnside G, Pine CM, Williamson PR: Statistical aspects of design and analysis of clinical trials for the prevention of caries. Caries Res 2006; 40: 360-365. (Pubitemid 44329043)
4. Burnside G, Pine CM, Williamson PR: The application of multilevel modelling to dental caries data. Stat Med 2007; 26: 4139-4149. (Pubitemid 47399344)
5. Carlos J, Gittelsohn A: Longitudinal studies of the natural history of caries. II. Arch Oral Biol 1965; 10: 739-751.
6. Chuang SK, Cai T, Douglass CW, Wei LJ, Dodson TB: Frailty approach for the analysis of clustered failure time observations in dental research. J Dent Res 2005; 84: 54-58. (Pubitemid 43822062)
7. Chuang SK, Tian L, Wei LJ, Dodson TB: Predicting dental implant survival by use of the marginal approach of the semi-parametric survival methods for clustered observations. J Dent Res 2002; 81: 851-855.
8. Collett D: Modelling Survival Data in Medical Research. London, Chapman & Hall/CRC, 2003.
9. Crowder M: Classical Competing Risks. London, Chapman & Hall/CRC, 2001.
10. Davies G, Worthington HV, Ellwood RP, Bentley EM, Blinkhorn AS, Taylor GO, Davies RM: A randomised controlled trial of the effectiveness of providing free fluoride toothpaste from the age of 12 months on reducing caries in 5-6 year old children. Community Dent Health 2002; 19: 131-136.
11. Fejerskov O, Kidd E: Dental Caries: The Disease and Its Clinical Management, ed 2. Oxford, Blackwell Munksgaard, 2008.
12. Gilthorpe MS, Mayhew MT, Bulman JS: Multilevel survival analysis of amalgam restorations amongst RAF personnel. Community Dent Health 2002; 19: 3-11.
13. Hannigan A: Using survival methodologies in demonstrating caries efficacy. J Dent Res 2004; 83: 99-102. (Pubitemid 44126049)
14. Hannigan A, O'Mullane DM, Barry D, Schaefer F, Roberts AJ: A re-analysis of a caries clinical trial by survival analysis. J Dent Res 2001; 80: 427-431. (Pubitemid 32378946)
15. Harker R, Morris J: Children's Dental Health in England 2003. London, Office for National Statistics, 2003.
16. Harris R, Nicoll AD, Adair PM, Pine CM: Risk factors for dental caries in young children: a systematic review of the literature. Community Dent Health 2004; 21(suppl):71-85. (Pubitemid 38918777)
17. Hujoel P, Isokangas PJ, Tiekso J, Davis S, Lamont RJ, DeRouen TJ, Maekinen KK: A re-analysis of caries rates in a preventive trial using Poisson regression MODELS. J Dent Res 1994; 73: 573-579.
18. Jones C, Worthington H: The relationship between water fluoridation and socio-economic deprivation on tooth decay in 5-year-old children. Br Dent J 1999; 186: 97-400.
19. Kreisel M, Gerds T, Muche R, Heydecke G, Strub JR: Technical complications of implant-supported fixed partial dentures in partially edentulous cases after an average observation period of 5 years. Clin Oral Implants Res 2007; 18: 720-726.
20. Lau B, Cole SR, Gange SJ: Competing risk models for epidemiological data. Am J Epidemiol 2009; 170: 244-256.
21. Lawlor D, Maxwell R, Wheeler BW: Rurality, deprivation and excess winter mortality: an ecological study. J Epidemiol Community Health 2002; 56: 373-374. (Pubitemid 34454564)
22. Lee E, Wang J: Statistical Methods for Survival Data Analysis. New York, Wiley, 2003.
23. Leroy R, Bogaerts K, Lesaffre E, Declerck D: Effect of caries experience in primary molars on cavity formation in the adjacent first permanent molar. Caries Res 2005a;39: 342-349. (Pubitemid 41191586)
24. Leroy R, Bogaerts K, Lesaffre E, Declerck D: Multivariate survival analysis for the identification of factors associated with cavity formation in permanent first molars. Eur J Oral Sci 2005b;113: 145-152. (Pubitemid 40592281)
25. Levine R, Nugent ZJ, Rudolf MCJ, Sahota P: Dietary patterns, toothbrushing habits and caries experience of schoolchildren in West Yorkshire, England. Community Dent Health 2005; 24: 82-87.
26. Lindsey J, Ryan L: Tutorial in Biostatistics Methods for Interval Censored Data. Stat Med 1998; 17: 219-238. (Pubitemid 28043593)
27. O'Brien M: Children's Dental Health in the United Kingdom 1993. London, Office of Population Censuses and Surveys, 1994.
28. Pitts N, Evans D, Pine CM: British Association for the Study of Community Dentistry (BASCD) diagnostic criteria for caries prevalence survey. Community Dent Health 1997; 14(suppl 1):6-9.
29. Putter H, Fiocco M, Geskus RB: Tutorial in biostatics: competing risks and multistate models. Stat Med 2007; 26: 2389-2430. (Pubitemid 46730255)
30. Riley J, Klause BK, Manning CJ, Davies GM, Graham J, Worthington HV: Milk fluoridation: a comparison of dental health in two school communities in England. Community Dent Health 2004; 22: 141-145. (Pubitemid 41291096)
31. StataCorp: Stata statistical software: release 9.0. College Station, Stata Corporation
32. Tickle M, Williams M, Jenner T, Blinkhorn AS: The effects of socioeconomic status and dental attendance on dental caries experience, and treatment patterns in 5-year-old children. Br Dent J 1999; 186: 135-137.
33. Todd J: Children's Dental Health in England and Wales 1973. London, Office of Population Censuses and Surveys, 1973.
34. Todd J, Dodd T: Children's Dental Health in the United Kingdom 1983. London, Office of Population Censuses and Surveys, 1983.
35. Vanobbergen J, Martens L, Lesaffre E, Bogaerts K, Declerck D: The value of a baseline caries risk assessment model in the primary dentition for the prediction of caries incidence in the permanent dentition. Caries Res 2001; 35: 442-450. (Pubitemid 33636864)