e.g. mhealth
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The usage of digital PP seems to depend particularly on patients’ sociodemographic and socioeconomic status [9]. The most common determinants analyzed in this regard are income, education, and employment for socioeconomic [10], age, gender, and marital status for the sociodemographic determinants [11].
J Med Internet Res 2025;27:e68091
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A common belief is that youth who have experienced homelessness will achieve socioeconomic inclusion—equity in health and well-being [1]—through housing stability. The provision of relatively stable accommodation is seen as a sort of springboard toward socioeconomic inclusion. Longitudinal studies conducted in high-income countries suggest this is often not the case.
JMIR Res Protoc 2025;14:e66210
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Although this study focusses on Malaysia, the outcomes are also relevant for other tropical regions with similar socioeconomic, environmental, and health challenges. These findings can guide strategies to manage intestinal protozoal infections in regions such as Southeast Asia and beyond.
This protocol was not developed with the involvement of patients.
JMIR Res Protoc 2025;14:e66350
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Furthermore, internal migrants often have poorer health compared to local residents due to socioeconomic and cultural factors, with social integration and income inequality being key determinants. In 2017, internal migrants in Qingdao had relatively better health, while those in Shenzhen faced the greatest health challenges [8].
JMIR Public Health Surveill 2025;11:e65548
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We aimed to recruit a representative sample of participants from diverse educational and financial backgrounds from the region, as socioeconomic status and education play a huge role in the participants’ access to health care in the region. Also, a cultural stereotype related to educational qualifications is widely propagated, relating educational accomplishments to open-mindedness, access to health care, and overall “success” in life [13].
JMIR Hum Factors 2025;12:e53969
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Ever Use of Telehealth in Nebraska by March 2021: Cross-Sectional Analysis
Other investigations have found linkage between higher socioeconomic status [7] and Medicare/Medicaid insurance status [28] with increased telehealth utilization. These may be attributed to various factors, including greater access to the necessary technology, higher levels of health literacy, and more comprehensive insurance coverage, which includes coverage for telehealth services. However, in our analysis, these associations did not emerge as significant.
J Med Internet Res 2024;26:e53320
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Health-seeking behaviors are further contextualized by culture, language, and socioeconomic factors, all of which underscore individual decision-making and behavior change processes in response to illness [5,6]. Comprised of both information-gathering and use of services, health-seeking behaviors have been studied in the context of coping among patients with cancer and other serious illnesses [7], and to a lesser extent, as a marker of patient activation [8,9].
JMIR Diabetes 2024;9:e63434
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Projections of Climate Change Impact on Acute Heat Illnesses in Taiwan: Case-Crossover Study
The Intergovernmental Panel on Climate Change’s Sixth Assessment Report uses 5 shared socioeconomic pathways (SSPs) to take more possible adaptation scenarios into account when modeling future climate change [11]. Global temperature is very likely to increase up to 2.4-4.8 °C in the high-emissions SSP5-8.5 (high-level fossil fuel use) scenario [12].
The Taiwan Earth System Model version 1 (Tai ESM1) is a regional climate model specifically designed to simulate and project climate features in Taiwan.
JMIR Public Health Surveill 2024;10:e57948
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We sourced all predictive covariates from US Census’ “American Community Survey” (ACS) and from the Agency for Toxic Substances and Disease Registry’s associated “Social Vulnerability Index” (SVI), which has 4 thematic domains: Socioeconomic (eg, estimate of people living below the poverty line), Household Composition and Disability (eg, estimate of single-parent households with children under 18), Minority Status and Language (eg, estimate of all non-White, non-Hispanic people), and Housing Type and Transportation
JMIR Public Health Surveill 2024;10:e48825
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However, these indices are unlikely to reflect individuals’ capabilities to comply with the WHO advice because they do not include variables that influence behaviors, such as individuals’ socioeconomic status, perceptions and attitudes toward COVID-19, and trust in governments [24,34-36].
JMIR Public Health Surveill 2024;10:e54383
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