ArticlePloS one2018
Assessment of dietary patterns, physical activity and obesity from a national survey: Rural-urban health disparities in older adults.
Article in PloS one, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04461184 (The Great Plains Internet Wellness Study for Aging), which is not on this map. Cited by 46 papers.
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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.
The Great Plains Internet Wellness Study for Aging: The GP I-WAS Project
Who cites it
46 citing papers in PubMed.
- Trial
- Improvements in dietary intake, behaviors, and psychosocial measures in a community-randomized cardiovascular disease risk reduction intervention: Strong Hearts, Healthy Communities 2.0.The American journal of clinical nutrition · 2023Trial
- Objective Measures of Physical Activity in Rural Communities: Factors Associated With a Valid Wear and Lessons Learned.Journal of physical activity & health · 2022Trial
- A phenome-wide association study of rurality in theJAMIA open · 2026Article
- Fruit and vegetable intake among rural populations in the United States, by sociodemographic characteristics, behavioral risk factor surveillance system 2019, 2021.Nutrition and health · 2026Article
- Association between body roundness index and the prevalence of diffuse idiopathic skeletal hyperostosis in elderly patients: the Bunkyo health study.Scientific reports · 2026Article
- How is high-frequency drinking associated with the marital satisfaction of older adults? Evidence from China.BMC geriatrics · 2026Article
- Socio-Demographic and Health Determinants of Overnutrition in Hungarian Women Aged 65 Years and Older.Nutrients · 2025Article
- Trends and inequalities in obesity and thinness among Chinese older adults based on CLHLS.Scientific reports · 2025Article
- Urban-Rural Disparities in Life Satisfaction Among Older Koreans: Determinants and Healthcare Policy Implications.Healthcare (Basel, Switzerland) · 2025Article
- A Comparison of Dietary Intake Among Rural Americans With and Without Diabetes.Journal of nutrition education and behavior · 2025Article
- Umbrella review of social inequality in digital interventions targeting dietary and physical activity behaviors.NPJ digital medicine · 2025Article
- Health behaviours and mobile intervention use in patients recruited from general practitioners' practices in rural Bavaria.Health psychology and behavioral medicine · 2025Article
- Identification of weight loss interventions for translation among endometrial cancer survivors: A RE-AIM analysis.Translational behavioral medicine · 2024Review
- Risk of all-cause mortality is associated with multiple health-related lifestyle behaviors and does not differ between urban and rural areas in Korea.Nutrition research and practice · 2024Article
- Psychological correlates of physical activity among adults living in rural and urban settings.Frontiers in psychology · 2024Article
- The participation of hard-to-reach older people in the research and development process of health technologies from the perspective of multipliers-A qualitative analysis.Frontiers in public health · 2024Article
- Article
- Examining the rural-urban differentials in yoga and mindfulness practices among middle-aged and older adults in India: secondary analysis of a national representative survey.Scientific reports · 2023Article
- Nutritional status of older adults in India: An exploration of the role of oral health and food insecurity factors.Heliyon · 2023Article
Corrections and comments
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Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundObesity is a critical public health issue, affecting over one-third of all Americans, and is an underlying cause of numerous health issues across the lifespan. For older adults, obesity is linked to premature declines in physical and mental health and cognitive functioning. The occurrence of obesity and related health behaviors and chronic diseases are higher in rural areas than in urban areas. Furthermore, rural areas of the United States have a higher proportion of older adults than urban areas. Few studies, to date, have explored rural-urban differences in the relationships between dietary patterns and obesity among older adults. Therefore, the purpose of this study is to assess rural-urban differences in obesity rates in older adults, and the potential for the associations between obesity and physical activity and dietary patterns to vary by rural-urban status.
methodsData were abstracted from respondents aged 65 and above from the 2012 Behavioral Risk Factor Surveillance System (BRFSS) database linked to Census-based county-level information on rural-urban status and socioeconomic status. Generalized linear models were utilized to assess rural-urban disparities in obesity, and the potential for associations between obesity and known risk factors (fruit consumption, green vegetable consumption and physical activity) to vary by rural-urban status, accounting for complex sampling and confounders.
resultsObesity rates were highest and fruit consumption was lowest in the most rural areas. However, for older adults in the most urban areas, there was a significant negative association between obesity and fruit and green vegetable consumption. This association was not observed in more rural older adults.
conclusionThese findings underscore the need to take into account place-based factors such as rural-urban status, when designing and implementing policies and interventions designed to reduce obesity through risk factor mitigation in older adults. To reduce rural-urban disparities in older adults, all policies, programs, and interventions should address the unique barriers and needs specific to rural and urban older adults.
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