Evidence map›Paper›PMID 35063878›Full record

ArticleHealth & place2022

Developing an agent-based model of oral healthcare utilization by Chinese Americans in New York City.

Qiuyi Zhang, Sara S Metcalf, Harvey D Palmer, Mary E Northridge

Abstract read
In one paragraph

Article in Health & place, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Qiuyi ZhangCollege of Architecture and Urban Planning, Fujian University of Technology, Fuzhou, Fujian Province, China. Electronic address: zhangqy@fjut.edu.cn.
Sara S MetcalfDepartment of Geography, University at Buffalo, Buffalo, NY, USA.
Harvey D PalmerDepartment of Political Science, University at Buffalo, Buffalo, NY, USA.
Mary E NorthridgeHansjorg Wyss Department of Plastic Surgery, NYU Grossman School of Medicine, New York, NY, USA.

Funding

Implementing a Participatory, Multi-level Intervention to Improve Asian American HealthU56DE027447 · NIDCR · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI METCALF, SARA, NORTHRIDGE, MARY EVELYN · 2017 to 2017
$332k
NIDCR NIH HHS U56 DE027447
6 · The paper itself

Abstract

Many Chinese Americans experience certain barriers (e.g., low income, English as a second language, lack of insurance, cultural differences, discrimination) when they seek oral healthcare services. These barriers may contribute to health disparities by discouraging use (leading to reduced utilization) of preventive and treatment services. This research adopts a modeling approach to develop theory that accounts for dynamic relationships operating at multiple levels, from individuals to families to communities. A multi-method and multi-level modeling approach allows for the interaction of factors at different levels of aggregation. This research applies spatially explicit agent-based modeling to examine how demographic, socioeconomic, and geographic factors shape access to oral healthcare for low-income Chinese Americans in New York City. The simulation model developed in this research was used to test different intervention scenarios involving community health workers who facilitate care coordination and other health promotion activities. In addition to demographic characteristics and socioeconomic factors, this study also considers geographic factors and spatial behavior, such as distance and activity space. The overarching contribution of this study is to provide a complex systems science framework to better understand access to oral healthcare for urban Chinese Americans, toward adapting it for other racial/ethnic minority groups, by integrating health-seeking behaviors at the individual level, barriers to care at multiple levels, and opportunities for health promotion at the community level.

Indexed as

AsianEthnicityDelivery of Health CareHealthcare DisparitiesHealth PromotionHealth Services AccessibilityHumansMinority GroupsNew York CityPatient Acceptance of Health CareAgent-based simulation modelChinese americansGeospatial analysisHealthcare utilizationHealth disparity

Identifiers

PMID35063878
PMCPMC8819704

What OpenQuestion holds

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Registered trials

None linked

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.