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Cromer KJ, Wofford L, Wyant DK. Barriers to Healthcare Access Facing American Indian and Alaska Natives in Rural America. J Community Health Nurs 2019; 36:165-187. [PMID: 31621433 DOI: 10.1080/07370016.2019.1665320] [Citation(s) in RCA: 40] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
We provide a literature review concerning healthcare access for Native Americans in rural areas. We group previous research around three themes; barriers in rural America; barriers within the Indian Health Services system (including provider recruitment and retention); and the scale of services offered. Considering a wide range of access measures, a general failure exists in providing Native Americans with services comparable to those received by other Americans There are repeated findings of disparities in specific resources available, such as staff and infrastructure. Improvement appears possible through increased funding, and by giving greater management control to each tribe.
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Affiliation(s)
- Kerry J Cromer
- Gordon E. Inman College of Health Sciences & Nursing, Belmont University , Nashville , USA
| | - Linda Wofford
- Gordon E. Inman College of Health Sciences & Nursing, Belmont University , Nashville , USA
| | - David K Wyant
- Jack Massey College of Business, Belmont University , Nashville , USA
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Relationships between the neighborhood environment and depression in older adults: a systematic review and meta-analysis. Int Psychogeriatr 2018; 30:1153-1176. [PMID: 29223174 DOI: 10.1017/s104161021700271x] [Citation(s) in RCA: 104] [Impact Index Per Article: 17.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
UNLABELLED ABSTRACTBackground:While depression is a growing public health issue, the percentage of individuals with depression receiving treatment is low. Physical and social attributes of the neighborhood may influence the level of depressive symptoms and the prevalence of depression in older adults. METHODS This review systematically examined the literature on neighborhood environmental correlates of depression in older adults. Findings were analyzed according to three depression outcomes: depressive symptoms, possible depression, and clinical depression. Based on their description in the article, environmental variables were assigned to one of 25 categories. The strength of evidence was statistically quantified using a meta-analytical approach with articles weighted for sample size and study quality. Findings were summarized by the number of positive, negative, and statistically non-significant associations by each combination of environmental attribute - depression outcome and by combining all depression outcomes. RESULTS Seventy-three articles met the selection criteria. For all depression outcomes combined, 12 of the 25 environmental attribute categories were considered to be sufficiently studied. Three of these, neighborhood socio-economic status, collective efficacy, and personal/crime-related safety were negatively associated with all depression outcomes combined. Moderating effects on associations were sparsely investigated, with 52 articles not examining any. Attributes of the physical neighborhood environment have been understudied. CONCLUSION This review provides support for the potential influence of some neighborhood attributes on population levels of depression. However, further research is needed to adequately examine physical attributes associated with depression and moderators of both social and physical neighborhood environment attribute - depression outcome associations.
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Cohen SA, Kelley L, Bell AE. Spatiotemporal Discordance in Five Common Measures of Rurality for US Counties and Applications for Health Disparities Research in Older Adults. Front Public Health 2015; 3:267. [PMID: 26636064 PMCID: PMC4658471 DOI: 10.3389/fpubh.2015.00267] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2015] [Accepted: 11/10/2015] [Indexed: 11/13/2022] Open
Abstract
Introduction Rural populations face numerous barriers to health, including poorer health care infrastructure, access to care, and other sociodemographic factors largely associated with rurality. Multiple measures of rurality used in the biomedical and public health literature can help assess rural–urban health disparities and may impact the observed associations between rurality and health. Furthermore, understanding what makes a place truly “rural” versus “urban” may vary from region to region in the US. Purpose The objectives of this study are to compare and contrast five common measures of rurality and determine how well-correlated these measures are at the national, regional, and divisional level, as well as to assess patterns in the correlations between the prevalence of obesity in the population aged 60+ and each of the five measures of rurality at the regional and divisional level. Methods Five measures of rurality were abstracted from the US Census and US Department of Agriculture (USDA) to characterize US counties. Obesity data in the population aged 60+ were abstracted from the Behavioral Risk Factor Surveillance System (BRFSS). Spearman’s rank correlations were used to quantify the associations among the five rurality measurements at the national, regional, and divisional level, as defined by the US Census Bureau. Geographic information systems were used to visually illustrate temporal, spatial, and regional variability. Results Overall, Spearman’s rank correlations among the five measures ranged from 0.521 (percent urban–urban influence code) to 0.917 (rural–urban continuum code–urban influence code). Notable discrepancies existed in these associations by Census region and by division. The associations between measures of rurality and obesity in the 60+ population varied by rurality measure used and by region. Conclusion This study is among the first to systematically assess the spatial, temporal, and regional differences and similarities among five commonly used measures of rurality in the US. There are important, quantifiable distinctions in defining what it means to be a rural county depending on both the geographic region and the measurement used. These findings highlight the importance of developing and selecting an appropriate rurality metric in health research.
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Affiliation(s)
- Steven A Cohen
- Department of Family Medicine and Population Health, Virginia Commonwealth University , Richmond, VA , USA
| | - Lauren Kelley
- Department of Family Medicine and Population Health, Virginia Commonwealth University , Richmond, VA , USA
| | - Allison E Bell
- Department of Internal Medicine, Virginia Commonwealth University , Richmond, VA , USA
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Philibert M, Pampalon R, Daniel M. Conceptual and operational considerations in identifying socioenvironmental factors associated with disability among community-dwelling adults. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2015; 12:3814-34. [PMID: 25854297 PMCID: PMC4410217 DOI: 10.3390/ijerph120403814] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 02/17/2015] [Revised: 03/31/2015] [Accepted: 04/01/2015] [Indexed: 11/23/2022]
Abstract
Disability is conceived as a person–context interaction. Physical and social environments are identified as intervention targets for improving social participation and independence. In comparison to the body of research on place and health, relatively few reports have been published on residential environments and disability in the health sciences literature. We reviewed studies evaluating the socioenvironmental correlates of disability. Searches were conducted in Medline, Embase and CINAHL databases for peer-reviewed articles published between 1997 and 2014. We found many environmental factors to be associated with disability, particularly area-level socioeconomic status and rurality. However, diversity in conceptual and methodological approaches to such research yields a limited basis for comparing studies. Conceptual inconsistencies in operational measures of disability and conceptual disagreement between studies potentially affect understanding of socioenvironmental influences. Similarly, greater precision in socioenvironmental measures and in study designs are likely to improve inference. Consistent and generalisable support for socioenvironmental influences on disability in the general adult population is scarce.
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Affiliation(s)
- Mathieu Philibert
- Département de Sexologie, Université du Québec à Montréal, Montréal, QC H3C 3P8, Canada.
- Institut National de Santé Publique du Québec, Montréal, QC H2P 1E2, Canada.
- Departement de Medecine Sociale et Preventive, Université de Montréal, Montréal, QC H3N 1X9, Canada.
| | - Robert Pampalon
- Institut National de Santé Publique du Québec, Montréal, QC H2P 1E2, Canada.
- Departement de Medecine Sociale et Preventive, Université Laval, Quebec, QC G1V 0A6, Canada.
| | - Mark Daniel
- Departement de Medecine Sociale et Preventive, Université de Montréal, Montréal, QC H3N 1X9, Canada.
- Spatial Epidemiology and Evaluation Research Group, School of Population Health, Sansom Institute for Health Research, University of South Australia, Adelaide, SA 5000, Australia.
- Department of Medicine, St. Vincent's Hospital, The University of Melbourne, Fitzroy, VIC 3065, Australia.
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Abstract
Many rural residents require care as they age, but the stress associated with providing care to dependent elders may be exacerbated in nonmetropolitan areas due to the lack of formal services. To better understand residential variation in caregiver outcomes, a random-digit telephone survey was conducted in 2004 with 219 metropolitan, 77 micropolitan, and 104 nonmetropolitan West Virginia caregivers. Residential differences were not detected for caregiver well-being outcomes of burden and depressive symptomatology. However, nonmetropolitan caregivers reported more medical conditions than caregivers in other residential categories. Taken together, findings of this study do not support the notion that rural residence always places caregivers at risk for negative outcomes.
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Affiliation(s)
- Joshua Byrd
- West Virginia University, Morgantown, WV, USA
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Cleary KK, Howell DM. Prescription Medication Use and Health-Related Quality of Life in Rural Elderly. PHYSICAL & OCCUPATIONAL THERAPY IN GERIATRICS 2009. [DOI: 10.1080/j148v26n02_04] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
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Howell DM, Cleary KK. Rural Seniors' Perceptions of Quality of Life. PHYSICAL & OCCUPATIONAL THERAPY IN GERIATRICS 2009. [DOI: 10.1080/j148v25n04_04] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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Brems C, Johnson ME, Warner TD, Roberts LW. Barriers to healthcare as reported by rural and urban interprofessional providers. J Interprof Care 2009; 20:105-18. [PMID: 16608714 DOI: 10.1080/13561820600622208] [Citation(s) in RCA: 93] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
The research literature is replete with reports of barriers to care perceived by rural patients seeking healthcare. Less often reported are barriers perceived by the rural healthcare providers themselves. The current study is an extensive survey of over 1,500 healthcare providers randomly selected from two US states with large rural populations, Alaska and New Mexico. Barriers consistently identified across rural and urban regions by all healthcare professionals were Patient Complexity, Resource Limitations, Service Access, Training Constraints, and Patient Avoidance of Care. Findings confirmed that rural areas, however, struggle more with healthcare barriers than urban and small urban areas, especially as related to Resource Limitations, Confidentiality Limitations, Overlapping Roles, Provider Travel, Service Access, and Training Constraints. Almost consistently, the smaller a provider's practice community, the greater the reports of barriers, with the most severe barriers reported in small rural communities.
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Chipp CL, Johnson ME, Brems C, Warner TD, Roberts LW. Adaptations to health care barriers as reported by rural and urban providers. J Health Care Poor Underserved 2008; 19:532-49. [PMID: 18469424 DOI: 10.1353/hpu.0.0002] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Barriers to ethical and effective health care in rural communities have been well-documented; however, less is known about strategies rural providers use to overcome such barriers. This study compared adaptations by rural and urban health care providers. Physical and behavioral health care providers were randomly selected from licensure lists for eight groups to complete a survey; 1,546 (52%) responded. Replies indicated that health care providers from small rural and rural communities were more likely to integrate community resources, individualize treatment recommendations, safeguard client confidentiality, seek out additional expertise, and adjust treatment styles than were providers from small urban and urban communities. Behavioral health care providers were more likely than physical health care providers to integrate community resources, individualize treatment recommendations, safeguard client confidentiality, and adjust their treatment styles; physical health care providers were more likely than behavioral health care providers to make attempts or have options to seek out additional expertise.
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Affiliation(s)
- Cody L Chipp
- Joint PhD Program, Clinical-Community Psychology, University of Alaska, USA
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10
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Non-communicable disease and injury-related mortality in rural and urban places of residence: a comparison between Canada and Australia. Canadian Journal of Public Health 2008. [PMID: 18047162 DOI: 10.1007/bf03403728] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
BACKGROUND Few published studies looking at cross-national comparisons of rural-urban health status are available. As a first step towards addressing the lack of information on how rural populations in Canada compare with rural populations elsewhere in the world, this paper examines and contrasts Canadian mortality risks of selected diseases in rural and urban areas with those of Australia. METHODS Age-standardized mortality ratios for selected causes of deaths were calculated at the national level and broken down into place of residence categories using country-specific definitions of rurality (Metropolitan Influence Zones in Canada and the Australian Standard Geographical Classification [ASGC] Remoteness in Australia). RESULTS Patterns of rural-urban mortality risk were mostly similar in both countries. However, depending on the causes of death examined, important differences were found. Mortality from motor vehicle accidents, suicide and a few cancer sites showed similar urban-rural gradients in both Canada and Australia. Notable differences were found for diabetes, all cancers combined, as well as lung and colorectal cancer. Rural Australians were at higher risk of dying from these diseases than their urban counterparts, whereas rural Canadians were at lower risk than urban Canadians. DISCUSSION Overall, the patterns that have emerged from this comparison of Canadian and Australian mortality risks suggest that health status disparities between rural and urban populations are not limited to a specific country or region of the world. However, there are also important differences between the two countries, as the geographic mortality patterns varied according to sex and according to disease category. This analysis is an initial step in promoting discussion of rural health in an international context.
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Brems C, Johnson ME, Warner TD, Roberts LW. Exploring differences in caseloads of rural and urban healthcare providers in Alaska and New Mexico. Public Health 2006; 121:3-17. [PMID: 17169386 DOI: 10.1016/j.puhe.2006.07.031] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2006] [Revised: 06/22/2006] [Accepted: 07/19/2006] [Indexed: 11/20/2022]
Abstract
OBJECTIVES Although it is commonly accepted that rural healthcare providers face demands that are both qualitatively and quantitatively different from those faced by urban providers, this conclusion is based largely on data from healthcare consumers and relies on qualitative work with small sample sizes, surveys with small sample sizes, theoretical reviews and anecdotal reports. To enhance our knowledge of the demands faced by rural healthcare providers and to gain the perspectives of healthcare providers themselves, this study explored the caseloads of rural providers compared with those of urban providers. METHOD An extensive survey of over 1500 licensed clinicians across eight physical and behavioural healthcare provider groups in Alaska and New Mexico was undertaken to explore differences in caseloads based on community size (small rural, rural, small urban, urban), state (Alaska, New Mexico) and discipline (health, behavioural). RESULTS Findings indicated numerous caseload differences between community sizes that were consistent across both states, with complex case presentations being described most commonly by small rural and rural providers. Substance abuse, alcohol use, cultural diversity, economic disadvantage and age diversity were issues faced more often by providers in rural and small rural communities than by providers in small urban and urban communities. Rural, but not small rural, providers faced challenges around work with prisoners and individuals needing involuntary hospitalization. Although some state and discipline differences were noted, the most important findings were based on community size. CONCLUSIONS The findings of this study have important implications for provider preparation and training, future research, tailored resource allocation, public health policy, and efforts to prevent 'burnout' of rural providers.
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Pritchard AM, Reimer M, Simonson K, Oberle K. Partnerships in specialty care: exploring rural haemophilia provider resource needs. Aust J Rural Health 2006; 14:184-9. [PMID: 17032293 DOI: 10.1111/j.1440-1584.2006.00806.x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
Abstract
OBJECTIVE The purpose of this study was to determine whether rural providers have adequate preparation for safe and effective haemophilia care. DESIGN This qualitative study proceeded in two phases: focus group (phase I) and telephone (phase II) interviews. SETTING Five Canadian rural hospitals served by one urban haemophilia treatment centre and providing service to at least one haemophilia family. PARTICIPANTS Phase I: focus groups of rural health professionals (site 1: n = 5; site 2: n = 6), including nursing, medicine and lab technology. Phase II: telephone interviews with nine participants from nursing, medicine, lab technology, social work and physiotherapy across three sites. MAIN OUTCOME MEASURES Qualitative content analysis yielded categorical themes for specialty care resource requirements in a rural context. RESULTS Resource needs reflected five main categories: communication network, subjective knowledge, team roles, objective knowledge and partnerships (C-STOP). CONCLUSIONS The five C-STOP categories require resources and alignment of urban specialist, rural provider and family expertise. Specialty clinic efforts promoting self-care are incomplete without matched resources for rural providers.
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Kovac SH, Mikuls TR, Mudano A, Saag KG. Health-related quality of life among self-reported arthritis sufferers: effects of race/ethnicity and residence. Qual Life Res 2006; 15:451-60. [PMID: 16547784 DOI: 10.1007/s11136-005-3213-0] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2004] [Accepted: 09/17/2005] [Indexed: 10/24/2022]
Abstract
OBJECTIVE We evaluated differences in health-related quality of life (HRQoL) for African Americans and Caucasians with self-reported arthritis residing in rural and urban areas of a southern state. METHODS 1,191 individuals completed a telephone survey, which included the 12-Item Short Form Health Survey (SF-12). Participants were stratified into groups: African American/rural, Caucasian/rural, African American/urban, and Caucasian/urban. We evaluated differences and associations in HRQoL for the four groups. RESULTS Multivariable linear regression models revealed that being an African American rural resident was associated with worse self-reported mental health on the SF-12 even after adjusting for multiple confounding variables. In contrast, multivariable linear regression models revealed that being a Caucasian rural resident was associated with worse physical health SF-12 scores. CONCLUSIONS The study revealed differences in HRQoL on the mental and physical health functioning scales of the SF-12 for African American rural and Caucasian rural residents. Researchers assessing HRQoL in arthritis patients should consider using a race/residence product term in their analyses.
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Affiliation(s)
- Stacey H Kovac
- Center for Health Services Research in Primary Care, Durham VA Medical Center, 508 Fulton Street (152), Durham, NC 27705, USA.
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Cravens DD, Mehr DR, Campbell JD, Armer J, Kruse RL, Rubenstein LZ. Home-based Comprehensive Assessment of Rural Elderly Persons: The CARE Project. J Rural Health 2005; 21:322-8. [PMID: 16294655 DOI: 10.1111/j.1748-0361.2005.tb00102.x] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
CONTEXT Home-based comprehensive geriatric assessment (CGA) has been effective in urban areas but has had little study in rural areas. CGA involves medical history taking, a physical exam, and evaluation of functional status, mental status, cognitive status, gait and balance, medications, vision, extent of social supports, and home safety. We sought to develop and pilot a model of rural home-based CGA to determine whether successful urban models can be adapted to rural areas. METHODS This study was a developmental demonstration project with qualitative and quantitative evaluation components of a home-based CGA model using a home health agency and a geriatrician participating from a remote location by teleconference. Findings and recommendations were relayed to patients, caregivers, and primary physicians. The population studied was elderly volunteers (N = 51) aged 75 years and older who did not have a terminal diagnosis or immediate plans to enter a long-term care facility. Survey instruments and focus groups were used with subjects, family members or caregivers, and physicians to generate refinements and outcome measures for the model. FINDINGS Among the 51 patients undergoing CGA, Instrumental Activities of Daily Living dependency and balance and gait problems were highly prevalent. Means of 1.1 major problems and 4.9 nonmajor problems were identified per patient. Recommendations were implemented for 32% of major problems and for 35% of nonmajor problems. Primary physicians found recommendations for vaccination and home safety change helpful but were skeptical of physical examination findings by the nurse. Practitioners noted that this study resulted in several positive outcomes: (1) some subjects initiated regular clinic visits; (2) several visually impaired elders began services for the blind; (3) identification of gait and balance problems resulted in physical therapy treatment; and (4) identification of caregiver stress was addressed by social-work intervention. Potential further refinements of the model for rural home-based CGA were identified. CONCLUSIONS Home-based CGA identifies important problems of rural older adults. However, modifications are still needed to create a truly effective process.
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Affiliation(s)
- David D Cravens
- Department of Family and Community Medicine, University of Missouri-Columbia School of Medicine, Columbia, MO 65212, USA.
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Borders TF, Aday LA, Xu KT. Factors associated with health-related quality of life among an older population in a largely rural western region. J Rural Health 2005; 20:67-75. [PMID: 14964929 DOI: 10.1111/j.1748-0361.2004.tb00009.x] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
CONTEXT As elderly people become a larger proportion of the rural population, it is important to identify those at risk for poor health. Predictors of health-related quality of life can be useful in designing interventions. PURPOSE One objective of the present study was to profile the health-related quality of life of community-dwelling, elderly people in a southwestern region of the United States. A related objective was to identify the principal factors associated with health-related quality of life, thereby identifying population subgroups in greatest need of health or social services. METHODS A telephone survey of approximately 5,000 individuals 65 years and older collected data on need for assistance with activities of daily living, physical and mental health-related quality of life, and worry about health status measures. A modified version of the Behavioral Model was used to more clearly distinguish the different groups at risk for poor health. FINDINGS Those groups of community-dwelling, elderly people in the poorest health were older than 75 years, had less than a high school education, were retired or unemployed, and had low household income. No differences were found by urban, rural, and frontier residence. CONCLUSIONS To maintain the physical, social, and psychological health of older people residing in rural and urban areas, social services, medical care, and supportive services are needed, particularly among the most socially and economically disadvantaged.
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Affiliation(s)
- Tyrone F Borders
- Department of Health Services Research and Management, School of Medicine, Texas Tech University Health Sciences Center, Lubbock, Tex., USA.
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Abstract
Historically, rural America has had a difficult time providing health care to its residents, particularly its frail elderly population. Rural health care is often faced with a shortage of health care specialists, facilities with inferior equipment, and insufficient resources compared to health care in more urban areas. It is anticipated that the use of telemedicine will help address many of the problems facing the delivery of health care services to rural elderly. This paper reviews some innovative projects delivering services to the elderly. Also, the paper discusses several issues that need to be addressed before telemedicine can reach its full potential in improving access to health care, including reimbursement policies, patient and provider liability and confidentiality, and the infrastructure supporting telemedicine. Although telecommunications has tremendous potential to address the care needs of frail isolated elderly, without comprehensive reimbursement policies, guidelines for ethical conduct of a teleconsultation, acceptable security measures of patient records, and adequate as well as compatible infrastructure, that potential cannot be completely realized.
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Affiliation(s)
- R T Goins
- West Virginia University, Center on Aging, Department of Community Medicine, P.O. Box 9127, Morgantown, WV 26506, USA.
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Abstract
This research quantifies the extent to which excess morbidity in rural areas is associated with individual characteristics, county income, and neighborhood poverty. Census geographic codes were assigned to people 25 to 64 years old (n = 176,930) from the National Health Interview Survey, 1989 to 1991, in order to link individuals to the U.S. Department of Agriculture's county urban-rural classification scheme and to 1990 county per capita income and poverty concentration in Census tracts. General health status and limitation of activity were analyzed in logistic and multinomial logit models. Residents of rural counties were at greater risk for health problems compared to residents of metropolitan and central core counties. In adjusted models, the health disadvantage of rural areas was partly explained by differences in population composition. The residual rural disadvantage was concentrated in people with less than a high school education. Tract poverty and county per capita income were also important independent predictors of morbidity. The results of this study suggest that special attention should be paid to improving education in disadvantaged places and to better understanding the ways in which economic growth and its benefits are distributed.
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Affiliation(s)
- Amy H Auchincloss
- Centers for Disease Control and Prevention, National Center for Health Statistics, Hyttsville, MD 20782, USA
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