ArticleHealth education & behavior : the official publication of the Society for Public Health Education2013
Modeling social dimensions of oral health among older adults in urban environments.
Article in Health education & behavior : the official publication of the Society for Public Health Education, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers, 2 of them syntheses that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
24 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- A System Dynamics Simulation Applied to Healthcare: A Systematic Review.International journal of environmental research and public health · 2020Pooled it
- Systems science and systems thinking for public health: a systematic review of the field.BMJ open · 2015Pooled it
- Knowledge-seeking and knowledge sharing of health services across social networks and communities: a scoping review.BMC health services research · 2025Article
- Prevalence and associated factors of denture use among older adults living in rural and urban areas of China: a national cross-sectional study.BMC oral health · 2025Article
- System Dynamics Modeling of Caries Severity States in Long-Term Care.Journal of dental research · 2025Article
- Projecting the burden of dental caries and periodontal diseases among the adult population in the United Kingdom using a multi-state population model.Frontiers in public health · 2023Article
- Developing an agent-based model of oral healthcare utilization by Chinese Americans in New York City.Health & place · 2022Article
- A comprehensive assessment for community-based, person-centered care for older adults.BMC geriatrics · 2020Article
- Impact of sugar-sweetened beverage tax on dental caries: a simulation analysis.BMC oral health · 2020Article
- Modeling the Influence of Social Ties and Transportation Choice on Access to Oral Healthcare for Older Adults.Applied geography (Sevenoaks, England) · 2018Article
- Using focus groups to design systems science models that promote oral health equity.BMC oral health · 2018Article
- Modeling Accessibility of Screening and Treatment Facilities for Older Adults using Transportation Networks.Applied geography (Sevenoaks, England) · 2018Article
- Agent-Based Modeling in Public Health: Current Applications and Future Directions.Annual review of public health · 2018Review
- A Protocol for a Feasibility and Acceptability Study of a Participatory, Multi-Level, Dynamic Intervention in Urban Outreach Centers to Improve the Oral Health of Low-Income Chinese Americans.Frontiers in public health · 2018Article
- Estimating peer density effects on oral health for community-based older adults.BMC oral health · 2017Article
- Oral healthcare systems for an ageing population: concepts and challenges.International dental journal · 2017Article
- Friendship Network and Dental Brushing Behavior among Middle School Students: An Agent Based Modeling Approach.PloS one · 2017Article
- Enhancing implementation science by applying best principles of systems science.Health research policy and systems · 2016Review
- Agent-Based Modeling: An Innovative Opportunity for Population-Based Oral Health Promotion.Journal of dentistry (Tehran, Iran) · 2016Article
- The ElderSmile TimeMap: Benefits of Connecting Statistics With Time and Place.American journal of public health · 2015Article
Corrections and comments
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Authors and funding
6 authors.
Funding
Abstract
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.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.