Modeling Social Dimensions of Oral Health Among Older Adults in Urban Environments

In both developed and developing countries, population aging has attained unprecedented levels. Public health strategies to deliver services in community-based settings are key to enhancing the utilization of preventive care and reducing costs for this segment of the population. Motivated by concerns of inadequate access to oral health care by older adults in urban environments, this article presents a portfolio of systems science models that have been developed on the basis of observations from the ElderSmile preventive screening program operated in northern Manhattan, New York City, by the Columbia University College of Dental Medicine. Using the methodology of system dynamics, models are developed to explore how interpersonal relationships influence older adults’ participation in oral health promotion. Feedback mechanisms involving word of mouth about preventive screening opportunities are represented in relation to stocks that change continuously via flows, as well as agents whose states of health care utilization change discretely using stochastic transitions. Agent-based implementations illustrate how social networks and geographic information systems are integrated into dynamic models to reflect heterogeneous and proximity-based patterns of communication and participation in the ElderSmile program. The systems science approach builds shared knowledge among an interdisciplinary research team about the dynamics of access to opportunities for oral health promotion. Using “what if” scenarios to model the effects of program enhancements and policy changes, resources may be effectively leveraged to improve access to preventive and treatment services. Furthermore, since oral health and general health are inextricably linked, the integration of services may improve outcomes and lower costs.

[1]  Sara S. Metcalf,et al.  What contributes to self-rated oral health among community-dwelling older adults? Findings from the ElderSmile program. , 2012, Journal of public health dentistry.

[2]  Andrew Ford,et al.  Modeling the environment , 2010 .

[3]  George P. Richardson,et al.  Scripts for group model building , 1997 .

[4]  R. Vaughan,et al.  ElderSmile: A comprehensive approach to improving oral health for seniors. , 2009, American journal of public health.

[5]  Steven F. Railsback,et al.  Individual-based modeling and ecology , 2005 .

[6]  M. Doty,et al.  Adults ages 50-64 and the Affordable Care Act of 2010. , 2010, Issue brief.

[7]  Sara S. Metcalf,et al.  Exploring the role of peer density in the self-reported oral health outcomes of older adults: a kernel density based approach. , 2012, Health & place.

[8]  P. Mabry,et al.  Interdisciplinarity and systems science to improve population health: a view from the NIH Office of Behavioral and Social Sciences Research. , 2008, American journal of preventive medicine.

[9]  W. Arthur,et al.  Complexity and the economy , 2014, Science.

[10]  Simon Peck,et al.  Group Model Building: Facilitating Team Learning Using System Dynamics , 1996, J. Oper. Res. Soc..

[11]  Susan Leigh Star,et al.  Institutional Ecology, `Translations' and Boundary Objects: Amateurs and Professionals in Berkeley's Museum of Vertebrate Zoology, 1907-39 , 1989 .

[12]  B. Chakraborty,et al.  Tooth loss and dental caries in community-dwelling older adults in northern Manhattan. , 2012, Gerodontology.

[13]  C. Scully,et al.  Oral Health in America: A Report of the Surgeon General , 2000, Journal of the California Dental Association.

[14]  D. Watts,et al.  Small Worlds: The Dynamics of Networks between Order and Randomness , 2001 .

[15]  J. Homer,et al.  Analyzing national health reform strategies with a dynamic simulation model. , 2010, American Journal of Public Health.

[16]  S. Metcalf,et al.  A systems perspective for dental health in older adults. , 2011, American journal of public health.

[17]  John D. Sterman,et al.  System Dynamics: Systems Thinking and Modeling for a Complex World , 2002 .

[18]  J Swanson,et al.  Business Dynamics—Systems Thinking and Modeling for a Complex World , 2002, J. Oper. Res. Soc..

[19]  Frank M. Bass,et al.  A New Product Growth for Model Consumer Durables , 2004, Manag. Sci..

[20]  Sara S. Metcalf,et al.  Modeling the dynamics of dental health in older adults , 2011 .