Literature DB >> 32122213

Complex Systems Model of Dynamic Mechanisms of Early Childhood Caries Development.

B Heaton1, S T Cherng2, W Sohn1,3, R I Garcia1, S Galea4.   

Abstract

Early childhood caries (ECC) is a largely preventable condition that occurs when children develop caries in their primary teeth before the age of six. National trends of ECC indicate that prevalence is decreasing, but disparities between various sociodemographic groups may be increasing, despite intervention efforts. Dynamic mechanisms in caries development are hypothesized to be responsible for the observed population distributions of disease. Agent-based models (ABMs) have been utilized to explore similar hypotheses in many areas of health research. Therefore, we developed an ABM of ECC development mechanisms and examined population outcomes of hypothetical preventive intervention scenarios. We found that risk-based targeting had minimal impact on population averages or disparities and was largely due to the strength of the dynamic mechanisms among those considered to be at high caries risk. Universally increasing intervention access reduced population caries prevalence, but increased disparities between different groups of caries risk profiles. We show that population distributions of ECC can emerge as a result of dynamic mechanisms that have been shown to drive disease development. Understanding the effectiveness of a proposed intervention in relation to the hypothesized mechanism(s) that contributes to the outcome of interest is critical to future efforts to address population disparities in ECC.

Entities:  

Keywords:  agent-based modeling; computer simulation; dental care for children; dental caries; health status disparities; oral health

Mesh:

Year:  2020        PMID: 32122213      PMCID: PMC7174800          DOI: 10.1177/0022034520909841

Source DB:  PubMed          Journal:  J Dent Res        ISSN: 0022-0345            Impact factor:   6.116


  14 in total

1.  Opening a window on systems science research in health promotion and public health.

Authors:  Patricia L Mabry; Bobby Milstein; Ana F Abraido-Lanza; William C Livingood; John P Allegrante
Journal:  Health Educ Behav       Date:  2013-10

2.  Causal thinking and complex system approaches in epidemiology.

Authors:  Sandro Galea; Matthew Riddle; George A Kaplan
Journal:  Int J Epidemiol       Date:  2009-10-09       Impact factor: 7.196

Review 3.  Systems science and oral health: Implications for Dental Public Health?

Authors:  T Broomhead; S R Baker
Journal:  Community Dent Health       Date:  2019-02-25       Impact factor: 1.349

4.  Trends in dental caries in children and adolescents according to poverty status in the United States from 1999 through 2004 and from 2011 through 2014.

Authors:  Bruce A Dye; Gabriela Lopez Mitnik; Timothy J Iafolla; Clemencia M Vargas
Journal:  J Am Dent Assoc       Date:  2017-06-13       Impact factor: 3.634

5.  The unmet health needs of America's children.

Authors:  P W Newacheck; D C Hughes; Y Y Hung; S Wong; J J Stoddard
Journal:  Pediatrics       Date:  2000-04       Impact factor: 7.124

6.  Addressing population health and health inequalities: the role of fundamental causes.

Authors:  Magdalena Cerdá; Melissa Tracy; Jennifer Ahern; Sandro Galea
Journal:  Am J Public Health       Date:  2014-09       Impact factor: 9.308

7.  Randomized Trial of Motivational Interviewing to Prevent Early Childhood Caries in Public Housing.

Authors:  M M Henshaw; B Borrelli; S E Gregorich; B Heaton; E M Tooley; W Santo; N F Cheng; M Rasmussen; S Helman; S Shain; R I Garcia
Journal:  JDR Clin Trans Res       Date:  2018-08-22

8.  Complex systems thinking and current impasses in health disparities research.

Authors:  Ana V Diez Roux
Journal:  Am J Public Health       Date:  2011-07-21       Impact factor: 11.561

Review 9.  Agent-Based Modeling in Public Health: Current Applications and Future Directions.

Authors:  Melissa Tracy; Magdalena Cerdá; Katherine M Keyes
Journal:  Annu Rev Public Health       Date:  2018-01-12       Impact factor: 21.981

10.  Practical unidentifiability of a simple vector-borne disease model: Implications for parameter estimation and intervention assessment.

Authors:  Yu-Han Kao; Marisa C Eisenberg
Journal:  Epidemics       Date:  2018-05-26       Impact factor: 4.396

View more
  2 in total

1.  Nomogram prediction of caries risk among schoolchildren age 7 years based on a cohort study in Shanghai.

Authors:  Yuan Luo; Hao Zhang; Xiaoli Zeng; Wei Xu; Xun Wang; Ying Zhang; Yan Wang
Journal:  J Int Med Res       Date:  2021-11       Impact factor: 1.671

2.  The Assessment of Early Server Childhood Caries Status in Abandoned Institutionalized Children.

Authors:  Oana Elena Stoica; Daniela Esian; Anamaria Bud; Alexandra Mihaela Stoica; Liana Beresescu; Cristina Ioana Bica
Journal:  Int J Environ Res Public Health       Date:  2022-07-15       Impact factor: 4.614

  2 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.