Abstract
Optimal mobility, defined as relative ease and freedom of movement in all of its forms, is central to healthy aging. Mobility is a significant consideration for research, practice, and policy in aging and public health. We examined the public health burdens of mobility disability, with a particular focus on leading public health interventions to enhance walking and driving, and the challenges and opportunities for public health action. We propose an integrated mobility agenda, which draws on the lived experience of older adults. New strategies for research, practice, and policy are needed to move beyond categorical promotion programs in walking and driving to establish a comprehensive program to enhance safe mobility in all its forms.
A significant challenge for public health is to develop effective and efficient strategies to promote health and well-being in a growing and increasingly diverse aging population. Healthy aging, a term that is used to refer to this public health objective, is defined by the Centers for Disease Control and Prevention as the “development and maintenance of optimal physical, mental and social well-being and function in older adults.”1(p3) Healthy aging is
likely to be achieved when physical environments and communities are safe, and support the adoption and maintenance by individuals of attitudes and behaviors known to promote health and well-being, and by the effective use of health services and community programs to prevent or minimize the impact of acute and chronic disease on function.1(p3)
Optimal mobility, defined simply as being able to safely and reliably go where you want to go, when you want to go, and how you want to get there, is a key component of healthy aging. Mobility refers to movement in all of its forms, including basic ambulation, transferring from a bed to a chair, walking for leisure and the completion of daily tasks, engaging in activities associated with work and play, exercising, driving a car, and using various forms of public transport.
Just as negative health outcomes are associated with impaired mobility, health and well-being are enhanced through strategies to optimize mobility. As evidence of the growing interest in the health effects of mobility, the American Public Health Association recently released Transportation and Health Toolkit,2 and the Environment and Policy Change for Healthy Aging Initiative, sponsored by the Centers for Disease Control and Prevention Healthy Aging Research Network, produced Optimal Living: Getting Around.3
Mobility has significance for research, practice, and policy in aging and public health. Walking and driving are the 2 leading forms of mobility among older adults in neighborhood settings.4,5 Here we (1) review the public health burdens of mobility disability as well as some of the key epidemiological findings in this area, (2) identify leading public health interventions to enhance walking and driving in older populations, (3) discuss challenges and opportunities for public health action, and (4) recommend new directions for public health action, including the development of an integrated mobility agenda to guide the examination and promotion of safe walking and driving as part of the everyday lives of older adults. Although the study of mobility among institutionalized older adults is also an important area of research, it is beyond the scope of this article.
MOBILITY DISABILITY
It is well established that the prevalence of functional limitations and disability is associated with aging.6 For example, 31.7% of adults aged 65 years and older report difficulty in walking 3 city blocks; only 11.3% of adults aged 45 to 64 years have similar difficulty.6 Another study reported that 20% of adults aged 65 years and older do not drive a motor vehicle.7 At least 4 public health burdens are associated with limited or restricted mobility in older populations. First, limitations in walking and driving reduce access to goods and services, which leads to poor health outcomes.8–10 For example, older adults with walking limitations and difficulties with driving are less likely to be able to travel to grocery stores and supermarkets, resulting in fewer nutritional options, compromised health, and impaired functioning.11–13 Older adults with these limitations are also less likely to obtain health services or to obtain them in a timely manner, including preventive services.14
Second, limited mobility is independently associated with health problems and injuries. Sedentary behavior, such as restricted or limited walking, is implicated in the etiology of obesity, cardiovascular disease, diabetes, colorectal cancer, breast cancer, poor cognitive function, and depression.15–18 Cessation of driving is also associated with an increased risk of depression among older adults.19,20 Injuries from falls and motor vehicle crashes, an elevated risk for mobility-impaired persons, are leading causes of disability, nursing home placement, and premature death among people aged 65 years and older. Indeed, falls and motor vehicle crashes represent the 2 leading causes of accidental death among older adults.21,22
Third, older adults with mobility difficulties are less likely to have regular social contacts.23 Social isolation, in turn, is associated with a variety of health conditions, including all-cause mortality.24–26 Finally, older adults without access to different forms of mobility are less able to take part in civic life, adversely affecting both themselves and their community.27 Indeed, the World Health Organization Global Plan for Age-Friendly Societies is based on the proposition that older adults represent a significant resource and is designed to ensure that older adults can contribute to the well-being of society.28
In light of the public health burdens associated with aging and loss of mobility, it is important to understand why some older adults are less mobile than others. An ecological model characterizes the range of interrelated biological, behavioral, social, and environmental factors associated with patterns of health, function, and longevity over the life course.29–34 Various forms of this model guide research on disablement35 and illustrate how environmental factors modify the association between aging and well-being.36,37 Ecological examinations of mobility tend to focus on 1 form of mobility at a time, such as walking38 or driving.39 By contrast, Webber et al. examined personal, social, and environmental factors that affect a range of different types of mobility.40 The relationship between place and complexity of mobility is also addressed in this ecological model.40 Impaired mobility is associated with a constricted life space.41,42 This comprehensive depiction elucidates the diverse set of factors associated with mobility and helps to distinguish between factors that operate within and across specific forms of mobility.
EPIDEMIOLOGY
Studies of mobility take the form of both general population surveys and examinations of the rehabilitation and recovery of older adults recently diagnosed and treated for specific chronic conditions. These studies clearly associate loss of mobility with age, but they also show that mobility disability can be ameliorated through intervention. Loss of independent mobility can be immediate and catastrophic (e.g., following a severe stroke) or can progressively decline (e.g., resulting from gradual loss of muscle strength and lung function).43 This loss also may be caused, in part, by sedentary behavior resulting from environmental barriers to walking and reduced access to goods and services.44 This is a dynamic process, with periods of decline and recovery.
Walking is among the most common forms of physical activity engaged in by older adults, as either a leisure-time pursuit or a part of everyday activities.4 Driving a motor vehicle is the most frequent and most preferred form of mobility reported by older adults for trips outside the home, according to the National Household Transportation Survey.5,45 The public health benefits of walking, unlike driving, are clear. Driving can improve access to goods and services as well as friends and relatives, but it also contributes significantly to carbon emissions, air pollution, injuries, and associated health conditions such as asthma and lung cancer. Driving also replaces, partially or totally, walking or public transportation use, underscoring the complexity of aging and mobility.46
Demographic and Socioeconomic Status
Limitations and disabilities in walking and driving are associated with increasing age, especially among women.47–51 The gender difference may be attributable to a variety of interrelated factors, such as differences in functional capacity, perceptions of safety, and cultural norms regarding walking and driving.
Evidence also shows that older adults of lower socioeconomic status and less formal education are less likely to be mobile. These reductions in mobility may be attributable to limited capacity or limited access.52–54 Older adults of lower socioeconomic status have worse health and functional status than their age peers who have higher socioeconomic status. In addition, in low-income neighborhoods, walking is often unsafe and transportation options are more limited.
Chronic Health Conditions
The number and types of chronic health conditions and functional limitations are associated with limitations in both walking and driving.55–60 In addition to specific health conditions, such as diabetes, cardiovascular disease, and osteoarthritis, limitations in walking are associated with depression, reduced cognitive function, vision problems, and reduced lower-body function.55–60 Older persons without disabilities travel greater distances on foot, complete more errands, and most importantly, are better able to circumvent environmental barriers, such as poor street conditions, than disabled older persons.61
Not surprisingly, older adults with sensory, cognitive, and physical impairments and limitations are less likely to drive than those of the same age who are in better health.56 Sensory limitations of particular significance are vision loss and poor contrast sensitivity.62,63 Cognitive impairments encompass limitations in visual–spatial ability, executive function, attention, and information-processing speed (the latter 2 commonly assessed by the useful field of view test).64 Examples of physical impairments are reduced head–neck and trunk flexibility and limited upper- and lower-body speed of movement and strength.65 Older adults with health and functional limitations of this kind are also more likely to stop driving completely.56
Built Environment
Elements of the built environment affect walking behavior, and land-use patterns are especially important. Older adults who are most likely to walk as part of everyday life are more likely to live in mixed-use neighborhoods (i.e., integrated residences, goods, and services) with high density, comparatively short block lengths, and frequent intersections (gridlike street patterns).42,66–70 Walkable neighborhoods are also perceived by older adults as free from crime, heavy traffic, and speeding cars.71,72
The built environment also affects driving behavior. Results from a variety of studies indicate that older adults tend to modify their driving practices by driving on roads and at times with lower traffic volume as they cope with health conditions, functional limitations, and safety concerns.73,74 The environment affects both walking and driving, but in different ways. The type of neighborhood environment that encourages walking tends to discourage driving among older adults.75 Older residents of high-density, mixed-use areas may have more opportunities to walk and greater familiarity with walkable destinations and, as a result, need not drive. It also may be that walkable neighborhoods cause driving to be more stressful and difficult.
ENHANCING MOBILITY
Consistent with the categorical approach used in the epidemiology of mobility disability, public health interventions tend to focus on 1 form of mobility at a time. Most interventions are designed to enhance either walking or driving, not both. Although the epidemiology of mobility disability focuses on both individual capacity and environmental factors, interventions are designed to enhance individual capacity. Less attention is given to environmental factors.
A variety of interventions promote walking and other forms of physical activity among older adults.76,77 Some programs are individualized, such as Active Choices; others target groups, such as Active Living Every Day.78–80 Both approaches are very effective in enhancing levels of walking and physical activity.78–80 Although The Guide to Community Preventive Services recommends minor environmental changes to promote walking (e.g., construction of and access to walking trails, improvement of street lighting, and installation and repair of sidewalks), few community interventions improve both individual capacity and the environment.81,82 Despite the growing body of research on the built environment and walking, it is difficult to manipulate environmental variables as part of a public health intervention. However, one pilot study demonstrated the feasibility of developing and distributing walking maps to identify safe walking routes and encourage walking among older adults.83,84
Interventions to promote safe driving are also designed to enhance individual capacity. For example, current programs focus on issues of vision, cognition, head and neck rotation, and lower-body function. Cataract repair is an example of an intervention to address an underlying condition and its functional consequences, which leads to improvement in driving performance.85 Interventions that improve information-processing speed enhance performance not only in driving but also in daily activities.86–88 Individuals with impairments in range of motion and speed of movement who underwent a physical conditioning program were more successful than control participants in maintaining driving performance.89 Programs designed to improve driving performance through classroom instruction alone have had mixed results.90–92 By contrast, programs that combine classroom instruction and on-road training to help the older driver move through the environment more safely are more consistently effective in improving driving performance.89
The environment generally figures more prominently in driving than in walking interventions.89,93,94 A summary of roadway design enhancements with the best potential to accommodate age-related changes in the driving public is included in the Federal Highway Administration’s Highway Design Handbook for Older Drivers and Pedestrians.94 Recommendations consist of increases in the size, brightness, and contrast of signage; reduction in the complexity of on-road directions; and increase in space and time to make on-road decisions. To our knowledge, the effectiveness of these modifications to promote and extend safe driving in older populations has not been assessed in community settings.
Technological devices represent another area for intervention. These devices are designed to either enhance individual capacity or moderate the effects of environmental challenges; they include assistive walking devices and the automobile itself.95–97 As Dickerson et al. report,
Motor vehicle modifications (after vehicle purchase) show promise of helping older drivers compensate for driving-related functional impairments such as reduced strength, flexibility, and range of motion and vision-related deficits. For example, vehicle modifications may help divers get in and out of the car, fasten and unfasten their safety belt, and exert control in operating the car.96(p582)
States that allow for restricted licensing for older drivers with particular functional limitations (e.g., driving limited to particular places, times, and circumstances) facilitate extended driving for those individuals.98 It is argued that this policy is preferable to a complete prohibition on driving for older adults who develop limitations. This policy of restricted licensing aligns with the general principles of gerontology and geriatrics to extend function for as long as possible.
CHALLENGES AND OPPORTUNITIES
Research on walking and driving reveals considerable promise as well as a range of significant challenges. Public health is a multidisciplinary field, but the traditional scientific disciplines and standard approaches in public health, while necessary, appear insufficient to address the scope of this important area. An ecological approach underscores the range of biological, behavioral, social, and environmental factors that affect mobility. In line with recommendations for advancing the emerging field of place and health is the effort to establish connections with other fields.99,100 Application of the ecological model to mobility necessitates an expansion beyond schools and departments of public health to develop the comprehensive agenda that public health action will require. Collaborations should be developed not only with city and regional planning and architecture departments, but also with transportation science researchers, engineers, and designers of vehicular and passenger transport.
This will be challenging. Opportunities for contact across these fields, whether in academic settings or in city, county, or state governments, are still scarce. In most cases, funding streams in public health, city and regional planning, and transportation are categorical and specific to particular fields, resulting in little incentive or opportunity to develop joint projects.101,102 Even within the transportation field, funding authorization is primarily restricted to highways and private automobiles. Less money is provided to build and upgrade sidewalks, walking trails, and bicycle routes or for passenger transport projects, such as fixed bus routes and light rail. In addition, training programs in public health typically do not include research, practice, and policy literature from transportation and other related fields.
Just as research tends to focus on 1 form of mobility at a time, policies are unilateral. For example, policies to advance active transportation focus on walking and public transportation and mention driving only as an activity to be reduced or avoided. On the other hand, policies to promote and extend safe driving do not include due consideration to walking and use of passenger transport.
Despite the significant challenges, some programs show promise for collaborations in research, practice, and policy. For example, the Robert Wood Johnson Foundation Active Living Research program takes a multidisciplinary research and policy approach to stimulate collaboration among researchers and practitioners in public health, architecture, and city and regional planning.103 This program has contributed significantly to the growing field of place and health. Although most of its work has focused on walking and physical activity, the program demonstrates that a strategic vision, coupled with grant support, can stimulate research and practice in the field of place and health. The Healthy Aging Research Network has also stimulated research on the built environment, health, and functioning in older populations. Most recently, “mobility and aging” has been identified as a core topical theme.3
Several joint training programs in public health and city and regional planning have been developed (e.g., programs at Columbia University and the University of California, Berkeley), along with transdisciplinary offerings, such as core courses that attempt to integrate elements of different fields.104–106 This is a promising trend: training a new generation of researchers, practitioners, and policymakers able to operate at the intersections of public health, planning, and transportation.
A growing number of local, state, and national initiatives aim to stimulate the development of healthy communities, which positively affect all individuals, including older adults. At the local level, programs have been introduced in communities of varying size. For example, in New York City, PlaNYC is designed to enhance the mobility friendliness and walkability of the city through innovative collaborations among local governmental departments.107 Hendersonville, North Carolina, a rural community of 12 000 residents, developed Walk Wise, Drive Smart, a collaboration between public health practitioners, urban planners, transportation professionals, developers, architects, and other interested parties, to enhance the safety of older pedestrians.108 In Alameda County, California, the Department of Public Health and other county agencies are collaborating on Place Matters, a program designed to facilitate place-based planning and administration.109
The National Complete Streets Coalition aims to establish guidelines to ensure that communities are planned for safe mobility for all residents, regardless of age, ability, or mode of transportation110 In a special report on complete streets, the American Association of Retired Persons outlines the special needs of older adults.111 Also at the national level is the Sustainable Communities Project, a collaboration of the US Environmental Protection Agency, the Department of Housing and Urban Development, and the Department of Transportation.112 This multiagency collaboration is designed to stimulate innovative strategies to establish healthy and sustainable communities in select locations around the United States. As part of the recent US Recovery Act, several communities received support “to put prevention to work,” including collaboration between public health and transportation agencies.113 Mobility and Aging, an initiative of the Canadian Institutes of Health Research Institute of Aging, is designed to stimulate research and practice collaborations across agencies and disciplines to foster mobility-related projects.114
NEW DIRECTIONS
Rather than focusing exclusively on 1 form of mobility at a time, we should establish an integrated mobility agenda that is based on the lived experience of older adults. Older adults do more than 1 thing.3,115 It is reasonable to assume that most adults walk and drive. Specific patterns of mobility, particular combinations of walking and driving, may have unique implications for health and well-being. As Yang et al. write,
Different transportation modes may also affect each other in complex ways. For example, those who regularly walk long distances to work may not be inclined to walk in their neighborhood. Conversely, it is plausible that traveling by car to work or shopping may leave more free time to walk in the neighborhood.116(p359)
An integrated agenda should lead to a stronger foundation for more comprehensive research programs and more effective practices and policies to establish a range of mobility options for persons throughout late life. This agenda incorporates examinations of whether different patterns of mobility can be maintained or adapted in the face of decreasing capacity and frailty with aging and whether healthy aging could be a specific part of mobility-related practices and policies. Of course, the inclusion of driving as one of several key components of an integrated plan depends on continuing efforts to design safe, efficient, and affordable vehicles that are powered by alternative sources of fuel that will reduce or eliminate carbon emissions. Research of this kind could help to expand the set of objectives for promotion of healthy communities, outlined in Healthy People 2020, to include a new objective of increasing access to a diversity of mobility options over the life course.117
Research and Surveillance Needs
Establish a longitudinal cohort study of mobility patterns.
We need a comprehensive set of key variables (e.g., health, function, and mobility), as well as detailed information on walking and driving, from the same population over time. The National Household Travel Survey, the most comprehensive national report on mobility,5 provides valuable information on different types of mobility, such as walking, biking, driving, and passenger transport, but not detailed information on age-related health and function. By contrast, national health surveys, such as the National Health Interview Survey, provide detailed information on health status, function, and walking but not on mobility patterns, such as driving and the use of other forms of passenger transport.118
It is necessary to move beyond disparate studies of walking and driving in different populations. We should consider the feasibility of developing a longitudinal study patterned after the National Institute on Aging's Established Populations of Epidemiologic Studies of the Elderly.119 Begun in the early 1980s, this longitudinal study collected a comprehensive set of information, including direct measures of physical performance, on samples of older residents from East Boston, Masssachusetts, New Haven, Connecticut, and selected counties in Iowa and North Carolina. Just as that study represented the most comprehensive study of the epidemiology of aging for that time, it is necessary to conduct a new study for our time that addresses the biological, behavioral, social, and environmental factors that affect patterns of health and well-being in diverse populations. This study should also include detailed consideration of land-use patterns and policies, which affect residential location, access to goods and services, and different modes of transportation.
Beyond driving and walking, the leading forms of mobility, a comprehensive study must include biking and the use of passenger transport. Older adults should be recruited from a set of representative locations that reflect the climatic, demographic, socioeconomic, and geographic diversity of the country. Only a few attempts have been made to examine the relationships among health, walking, driving, and other modes of mobility in the same population.120 A study could incorporate recent technology, such as geographic information systems and devices with global positioning satellite capabilities, and other new sources of information to examine the effects of natural and built environments in each geographic site on mobility outcomes.121 Global positioning devices can provide an objective assessment of the timing, distance, and use of different modes of mobility. Not only will this type of study advance research on aging, health, and functioning, it will also provide a necessary foundation for public health action.
Explore the utility of computerized simulations.
Simulations could address the complexity of dynamic associations across multiple levels (biological, behavioral, and environmental), affecting multiple outcomes, such as walking, and involving reciprocal associations.116,122,123 Simulations can serve as an important complement to field studies and may provide insight into the pathways and workings of complex systems. As Green writes, “The challenging question for public health is which aspects of their practice can be understood best with linear models, which with nonlinear, and which with simulation.”123(p408)
Expand and refine methods in health impact assessment.
A promising strategy for clarifying the health effects of different forms of mobility, health impact assessment requires new methods and expanded sources of data to enhance its utility. Collaborations with practitioners and policymakers are critical to developing strategies to assess the health effects of ongoing programs and policy initiatives, such as Complete Streets.110 The existing community-based initiatives to enhance mobility have not yet been evaluated for their efficacy in enhancing safe walking and safe driving among older adults.
Expand surveillance of best practices in mobility and aging.
Of particular interest are collaborations among professionals in public health, planning, and transportation. In line with the work of Stokols et al. in the ecology of science and team science,124 studies should identify the most effective and efficient local, county, and state organizations that support collaborations, defined as transdisciplinary action research,125 among professionals in public health, planning, and transportation.126 This information could be made available online to encourage sharing of information and the establishment of future collaborations among public health professionals at the local, state, tribal, and federal levels. This could be either a complement to or a component of Transportation and Health Toolkit.2
Workforce and Training Needs
Expand the curriculum in schools of public health.
Training is needed to advance an integrated, transdisciplinary agenda in mobility and aging. In addition to an expanded tool kit in research methods, training should include strategies to better integrate research, practice, and policy. Specific programs should be developed from the undergraduate to the postdoctoral levels. Joint-degree programs in public health, planning, and transportation should be refined and further encouraged.
Establish collaborative professional development programs.
Programs should be established in conjunction with local, state, tribal, and federal health departments to expand the reach of public health into the development and refinement of sustainable communities. In addition, an integrated mobility approach could be used to expand current public health resources (e.g., State Legislative and Regulatory Action to Prevent Obesity and Improve Nutrition and Physical Activity127). Special attention should be given to how this integrated agenda could help to achieve public health objectives in other areas, such as more effective strategies for the evacuation of older adults as part of emergency preparedness planning.128,129 Representatives from organizations such as the American Association of Retired Persons should be encouraged to collaborate in this effort.130
Engage senior centers.
Community senior centers should play an active role in stimulating integrated mobility. As frontline organizations, senior centers can play an important role in comprehensive mobility programs.131,132 These programs could train older adults and their family members in the effective, efficient, and safe use of multiple modes of mobility as part of everyday life. This could also include coordination with police departments and other community agencies in crime prevention and community policing. Concern about safety is a leading barrier to mobility in older populations.71 Senior centers could also recruit older persons for special training as senior leaders and advisers to enhance mobility and other healthy aging programs.
Incorporate policy into research and practice strategies.
Research and practice strategies should be developed with due consideration to their policy implications. Communication and collaboration with residents and policymakers at the local, state, tribal, and federal levels must continue to advance public health objectives.
CONCLUSIONS
Mobility, especially walking and driving, is central to healthy aging. Reduced functional capacity, stemming, for example, from lower-body impairments, is associated with limitations in both walking and driving. The built environment also affects both types of mobility, but in different ways. New sources of information, such as longitudinal studies and computer simulations, are required to provide the evidence base to develop more effective, integrated public health strategies to enhance mobility in older populations. This will require transdisciplinary approaches, including training and organizational innovations, to develop the public health workforce.
An integrated mobility agenda, based on the lived experience of older adults, can serve as the foundation for future research, practice, and policy. If the objective is to achieve optimal mobility for an aging population, we must develop an integrated agenda to guide the work that objective requires.
Acknowledgments
This work was supported by the Centers for Disease Control and Prevention (CDC) Healthy Aging Research Network (grants U48-DP-001911 and 001908).
The authors thank Lynda Anderson and Richard Goodman of the CDC Healthy Aging Program for their guidance and support throughout the preparation of this article.
Note. The contents of this manuscript are solely the responsibility of the authors and do not necessarily represent the official views of the CDC.
Human Participant Protection
No protocol approval was required for this project because no human participants were involved.
References
- 1.Lang JE, Anderson L, LoGerfo Jet al. The Prevention Research Centers Healthy Aging Research Network Prev Chron Dis. 2006;3(1):3 Available at: http://www.cdc.gov/pcd/issues/2006/jan/05_0054.htm. Accessed June 1, 2011 [PMC free article] [PubMed] [Google Scholar]
- 2.American Public Health Association Transportation and Health Toolkit. Washington, DC: American Public Health Association; 2011. Available at: http://www.apha.org/advocacy/prorities/issues/transportaiton/Toolkit.htm. Accessed July 1, 2011 [Google Scholar]
- 3.Buckmaster P, Hunter R. Optimal living: getting around. CDC-HAN Environmental and Policy Change Action Brief Series. CDC-HAN Healthy Aging Research Network. Available at: http://www.prc-han.org/docs/action-brief-mpbility.pdf. Accessed May 1, 2011
- 4.National Center for Chronic Disease Prevention and Health Promotion Physical Activity and Health: A Report of the Surgeon General. Atlanta, GA: Centers for Disease Control and Prevention; 1996 [Google Scholar]
- 5.Collia DV, Shar J, Giesbrecht L. The 2001 National Household Travel Survey: a look into the travel patterns of older Americans. J Safety Res. 2003;34(4):461–470 [DOI] [PubMed] [Google Scholar]
- 6.Centers for Disease Control and Prevention Prevalence and most common causes of disability among adults—United States, 2005. MMWR Morb Mortal Wkly Rep. 2009;58(16):421–426 [PubMed] [Google Scholar]
- 7.Kerschner H, Harris J. Better options for older adults. Public Roads (March/April) 2007;70(5). Washington, DC: Federal Highway Administration, US Department of Transportation; 2007. FH WA-HRT-07-003 [Google Scholar]
- 8.Oxley J, Whelan M. It cannot be all about safety: the benefits of prolonged mobility. Traffic Inj Prev. 2008;9(4):367–378 [DOI] [PubMed] [Google Scholar]
- 9.Patterson PK, Chapman NJ. Urban form and older residents’ service use, walking, driving, quality of life, and neighborhood satisfaction. Am J Health Promot. 2004;19(1):45–52 [DOI] [PubMed] [Google Scholar]
- 10.Marottoli RA, Mendes de Leon CF, Glass TA, Williams CS, Cooney LM, Jr, Berkman LF. Consequences of driving cessation: decreased out-of-home activity levels. J Gerontol B Psychol Sci Soc Sci. 2000;55(6):S334–S340 [DOI] [PubMed] [Google Scholar]
- 11.Webber CB, Sobal J, Dollahite JS. Physical disabilities and food access among limited resource households. Disabil Stud Q. 2007;27(3):1–13 [Google Scholar]
- 12.Lee JS, Frongillo EA., Jr Factors associated with food insecurity among U.S. elderly persons: importance of functional impairments. J Gerontol B Psychol Sci Soc Sci. 2001;56(2):S94–S99 [DOI] [PubMed] [Google Scholar]
- 13.Lee JS, Frongillo EA., Jr Nutritional and health consequences are associated with food insecurity among U.S. elderly persons. J Nutr. 2001;131(5):1503–1509 [DOI] [PubMed] [Google Scholar]
- 14.Fitzpatrick AL, Powe NR, Cooper LS, Ives DG, Robbins JA. Barriers to health care access among the elderly and who perceives them. Am J Public Health. 2004;94(10):1788–1794 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Lee IM, Buchner DM. The importance of walking to public health. Med Sci Sports Exerc. 2008;40(7 suppl):S512–S518 [DOI] [PubMed] [Google Scholar]
- 16.Prohaska T, Belansky E, Belza Bet al. Physical activity, public health, and aging: critical issues and research priorities. J Gerontol B Psychol Sci Soc Sci. 2006;61(5):S267–S273 [DOI] [PubMed] [Google Scholar]
- 17.Simonsick EM, Guralnik JM, Volpato S, Balfour J, Fried LP. Just get out the door! Importance of walking outside the home for maintaining mobility: findings from the women’s health and aging study. J Am Geriatr Soc. 2005;53(2):198–203 [DOI] [PubMed] [Google Scholar]
- 18.Hardy SE, Kang Y, Studenski SA, Degenholtz HB. Ability to walk 1/4 mile predicts subsequent disability, mortality, and health care costs. J Gen Intern Med. 2011;26(2):130–135 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Marottoli RA, Mendes de Leon CF, Glass TAet al. Driving cessation and increased depressive symptoms: prospective evidence from the New Haven EPESE. J Am Geriatr Soc. 1997;45(2):202–206 [DOI] [PubMed] [Google Scholar]
- 20.Ragland DR, Satariano WA, MacLeod KE. Driving cessation and increased depressive symptoms. J Gerontol A Biol Sci Med Sci. 2005;60(3):399–403 [DOI] [PubMed] [Google Scholar]
- 21.Duthie EH., Jr Falls. Med Clin North Am 1989;73(6):1321–1336 [DOI] [PubMed] [Google Scholar]
- 22.Stevens JA, Dellinger AM. Motor vehicle and fall-related deaths among older Americans 1990–98: sex, race, and ethnic disparities. Inj Prev. 2002;8(4):272–275 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Mezuk B, Rebok GW. Social integration and social support among older adults following driving cessation. J Gerontol B Psychol Sci Soc Sci. 2008;63(5):S298–S303 [DOI] [PubMed] [Google Scholar]
- 24.Seeman TE. Social ties and health: the benefits of social integration. Ann Epidemiol. 1996;6(5):442–451 [DOI] [PubMed] [Google Scholar]
- 25.Seeman TE, Berkman LF, Kohout F, Lacroix A, Glynn R, Blazer D. Intercommunity variation in the association between social ties and mortality in the elderly: a comparative analysis of three communities. Ann Epidemiol. 1993;3(4):325–335 [DOI] [PubMed] [Google Scholar]
- 26.Berkman LF, Kawachi I. Social integration, social networks, social support, and health. : Berkman LF, Kawachi I, Social Epidemiology. New York, NY: Oxford University Press; 2000:137–173 [Google Scholar]
- 27.Kawachi I, Berkman L. Social cohesion, social capital, and health. : Berkman LF, Kawachi I, Social Epidemiology. New York, NY: Oxford University Press; 2000:174–190 [Google Scholar]
- 28.Plouffe L, Kalache A. Towards global age-friendly cities: determining urban features that promote active aging. J Urban Health. 2010;87(5):733–739 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Satariano WA. Epidemiology of Aging: An Ecological Approach. Sudbury, MA: Jones & Bartlett; 2006 [Google Scholar]
- 30.McLeroy KR, Bibeau D, Stechkler A, Glanz K. An ecological perspective on health promotion programs. Health Educ Q. 1988;15(4):351–377 [DOI] [PubMed] [Google Scholar]
- 31.Smedley BD, Syme SL, Promoting Health: Intervention Strategies From Social and Behavioral Research. Washington, DC: National Academies Press; 2000 [PubMed] [Google Scholar]
- 32.Stokols D. Establishing and maintaining healthy environments: toward a social ecology of health promotion. Am Psychol. 1992;47(1):6–22 [DOI] [PubMed] [Google Scholar]
- 33.Sallis JF, Cervero R, Ascher WW, Henderson K, Draft MK, Kerr J. An ecological approach to creating active living communities. Annu Rev Public Health. 2006;27:297–322 [DOI] [PubMed] [Google Scholar]
- 34.Richard L, Gauvin L, Raine K. Ecological models revisited: their uses and evolution in health promotion over two decades. Annu Rev Pub Health 2011;32:307–326 [DOI] [PubMed] [Google Scholar]
- 35.Verbrugge LM, Jette AM. The disablement process. Soc Sci Med. 1994;38(1):1–14 [DOI] [PubMed] [Google Scholar]
- 36.Lawton M, Nahemow L. Ecology and the aging process. : Eisdorfer C, Lawton M, The Psychology of Adult Development and Aging. Washington, DC: American Psychological Association; 1973:619–674 [Google Scholar]
- 37.Lawton MP. Environment and Aging. 2nd ed. Albany, NY: Center for the Study of Aging; 1986 [Google Scholar]
- 38.Yeom HA, Fleury J, Keller C. Risk factors for mobility limitation in community-dwelling older adults: a social ecological perspective. Geriatr Nurs. 2008;29(2):133–140 [DOI] [PubMed] [Google Scholar]
- 39.Dumbaugh E. Designing communities to enhance the safety and mobility of older adults: a universal approach. J Plann Lit. 2008;23(1):17–36 [Google Scholar]
- 40.Webber SC, Porter MM, Menec VH. Mobility in older adults: a comprehensive framework. Gerontologist. 2010;50(4):443–450 [DOI] [PubMed] [Google Scholar]
- 41.Stalvey BT, Owsley C, Sloane ME, Ball K. The life space questionnaire: a measure of the extent of mobility of older adults. J Appl Gerontol. 1999;18(4):460–478 [Google Scholar]
- 42.Peel C, Sawyer Baker P, Roth DL, Brown CJ, Bodner EV, Allman RM. Assessing mobility in older adults: the UAB Study of Aging Life-Space Assessment. Phys Ther. 2005;85(10):1008–1019 [PubMed] [Google Scholar]
- 43.Guralnik JM, Ferrucci L, Balfour JL, Volpato S, DiIorio A. Progressive versus catastrophic loss of the ability to walk: implications for the prevention of mobility loss. J Am Geriatr Soc. 2001;49(11):1463–1470 [DOI] [PubMed] [Google Scholar]
- 44.Li F, Fisher KJ, Brownson RC. A multilevel analysis of change in neighborhood walking activity in older adults. J Aging Phys Act. 2005;13(2):145–159 [DOI] [PubMed] [Google Scholar]
- 45.Waller PF. The older driver. Hum Factors 1991;33(5):499–505 [DOI] [PubMed] [Google Scholar]
- 46.American Public Health Association The Hidden Costs of Transportation. Washington, DC: American Public Health Association: 2011. Available at: http://www.apha.org/advocacy/priorites/issues/trasnportation/toolkit.htm. Accessed October 5, 2011 [Google Scholar]
- 47.Guralnik JM, LaCrox AZ, Abbott RDet al. Maintainintg mobility in late life: demographic characteristics and chronic conditions. Am J Epidemiol. 1993;137(8):845–857 [DOI] [PubMed] [Google Scholar]
- 48.Clark DO, Stump TE, Hui SL, Wolinsky FD. Predictors of mobility and basic ADL difficulty among adults aged 70 years and older. J Aging Health. 1998;10(4):422–440 [DOI] [PubMed] [Google Scholar]
- 49.Giles-Corti B, Donovan RJ. Relative influences of individual, social, environmental, and physical environmental correlates of walking. Am J Public Health. 2003;93(9):1583–1589 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50.Gallo JJ, Rebok GW, Lesilkar SE. The driving habits and patterns of adults aged 60 years and older. J Am Geriatr Soc. 1999;47(3):335–341 [DOI] [PubMed] [Google Scholar]
- 51.Hakamies-Blomqvist L, Wahlstrom B. Why do elders give up driving? Accid Anal Prev. 1998;30(3):305–312 [DOI] [PubMed] [Google Scholar]
- 52.Grant TL, Edwards N, Sveistrup H, Andrew C, Egan M. Inequitable walking conditions among older people: examining the interrelationship of neighbourhood socio-economic status and urban form using comparative case studies. BMC Public Health. 2010;10:677. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 53.Ucher J, Renne J. Socioeconomics of urban travel: evidence from the 2001 NHTS. Transp Q. 2003;57(3):49–77 [Google Scholar]
- 54.Ragland DR, Satariano WA, MacLeod KE. Reasons given by older people for limitation or avoidance of driving. Gerontologist. 2004;44(2):237–244 [DOI] [PubMed] [Google Scholar]
- 55.Guralnik JM, Ferrucci L, Simonsick EM, Salive ME, Wallace RB. Lower-extremity function in persons over the age of 70 years as a predictor of subsequent disability. N Engl J Med. 1995;332(9):556–561 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 56.Campbell MK, Bush TL, Hale WE. Medical conditions associated with driving cessation in community-dwelling, ambulatory elders. J Gerontol. 1993;48(4):S230–S234 [DOI] [PubMed] [Google Scholar]
- 57.Satariano WA, MacLeod KE, Cohn TE, Ragland DR. Problems with vision associated with limitations or avoidance of driving in older populations. J Gerontol B Psychol Sci Soc Sci. 2004;59(5):S281–S286 [DOI] [PubMed] [Google Scholar]
- 58.Hardy SE, Perera S, Roumani YF, Chandler JM, Studenski SA. Improvement in usual gait speed predicts better survival in older adults. J Am Geriatr Soc. 2007;55(11):1727–1734 [DOI] [PubMed] [Google Scholar]
- 59.Ashe MC, Miller WC, Eng JJ, Noreau L, Physical Activity and Chronic Conditions Research Team. Older adults, chronic disease and leisure-time physical activity. Gerontology. 2009;55(1):64–72 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 60.Perkinson MA, Berg-Wegner ML, Carr DBet al. Driving and dementia of the Alzheimer type; beliefs and cessation strategies among stakeholders. Gerontologist. 2005;45(5):676–685 [DOI] [PubMed] [Google Scholar]
- 61.Shumway-Cook A, Patla AE, Stewart A, Ferrucci L, Ciol MA, Guralnik JM. Environmental demands associated with community mobility in older adults with and without mobility disability. Phys Ther. 2002;82(7):670–681 [PubMed] [Google Scholar]
- 62.Haegerstrom-Portney G, Schneck ME, Brabyn JA. Seeing into old age: vision function beyond acuity. Optom Vis Sci. 1999;76(3):141–158 [DOI] [PubMed] [Google Scholar]
- 63.Freeman EE, Muñoz B, Turano KA, West SK. Measures of visual function and their association with driving modification in older adults. Invest Ophthalmol Vis Sci. 2006;47(2):514–520 [DOI] [PubMed] [Google Scholar]
- 64.Stutts JC, Stewart JR, Martell C. Cognitive test performance and crash risk in an older driver population. Accid Anal Prev. 1998;30(3):337–346 [DOI] [PubMed] [Google Scholar]
- 65.Molnar LJ, Eby DW, Miller LL. Promising Approaches for Enhancing Elderly Mobility. Ann Arbor: University of Michigan Transportation Research Institute; 2003 [Google Scholar]
- 66.Clarke P, Ailshire JA, Lantz P. Urban built environments and trajectories of mobility disability: findings from a national sample of community-dwelling American adults (1986–2001). Soc Sci Med. 2009;69(6):964–970 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 67.Satariano WA, Ivey SL, Kurtovich Eet al. Lower-body function, neighborhoods, and walking in an older population. Am J Prev Med. 2010;38(4):419–428 [DOI] [PubMed] [Google Scholar]
- 68.Shumway-Cook A, Patla A, Stewart A, Ferrucci L, Ciol MA, Guralnik JM. Environmental components of mobility disability in community-living persons. J Am Geriatr Soc. 2003;51(3):393–398 [DOI] [PubMed] [Google Scholar]
- 69.Li F, Fisher KJ, Brownson RC, Bosworth M. Multilevel modelling of built environment characteristics related to neighborhood walking activity in older adults. J Epidemiol Community Health. 2005;59(7):558–564 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 70.Yen IH, Michael YL, Perdue L. Neighborhood environments in studies of health of older adults: a systematic review. Am J Prev Med. 2009;37(5):455–463 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 71.Clark CR, Kawachi I, Ryan L, Ertel K, Fay ME, Berkman LF. Perceived neighborhood safety and incident mobility disability among elders: the hazards of poverty. BMC Public Health. 2009;9:162. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 72.Balfour JL, Kaplan GA. Neighborhood environment and loss of physical function in older adults: evidence from the Alameda County Study. Am J Epidemiol. 2002;155(6):507–515 [DOI] [PubMed] [Google Scholar]
- 73.Eberhard JW. Safe mobility for senior citizens. IATSS Res. 1996;20(1):29–37 [Google Scholar]
- 74.Rosenbloom S. The Mobility Needs of Older Americans: Implications for Transportation Reauthorization. Washington, DC: Center for Urban and Metropolitan Policy; 2003. Brookings Institution Series on Transportation Reform [Google Scholar]
- 75.Frank LD, Greenwald MJ, Winkelman S, Chapman J, Kavage S. Carbonless footprints: promoting health and climate stabilization through active transportation. Prev Med. 2010;50(1):S99–S105 [DOI] [PubMed] [Google Scholar]
- 76.Kahn EB, Ramsey LT, Brownson RCet al. The effectiveness of interventions to increase physical activity: a systematic review. Am J Prev Med. 2002;22(4 suppl):73–107 [DOI] [PubMed] [Google Scholar]
- 77.Ogilvie D, Foster CE, Rothnie Het al. Interventions to promote walking: a systematic review. BMJ. 2007;334(7605):1204. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 78.King AC, Pruitt LA, Phillips W, Oka R, Rodenburg A, Haskell WLl. Comparative effects of two physical activity programs on measured and perceived physical functioning and other health-related quality of life outcomes in older adults. J Gerontol A Biol Sci Med Sci. 2000;55(2):M74–M83 [DOI] [PubMed] [Google Scholar]
- 79.Dunn AL, Marcus BH, Kampert JB, Garcia ME, Kohl HW, III, Blair SN. Reduction in cardiovascular disease risk factors: 6-month results from Project Active. Prev Med. 1997;26(6):883–892 [DOI] [PubMed] [Google Scholar]
- 80.Wilcox S, Dowda M, Leviton LCet al. Active for life: final results from the translation of two physical activity programs. Am J Prev Med. 2008;35(4):340–351 [DOI] [PubMed] [Google Scholar]
- 81.Heath GW, Brownson RC, Kruger Jet al. The effectiveness of urban design and land use and transport policies and practices to increase physical activity: a systematic review. J Phys Act Health. 2006;3(suppl 1):S55–S76 [DOI] [PubMed] [Google Scholar]
- 82.Brownson RC, Hoehner CM, Day K, Forsyth A, Sallis JF. Measuring the built environment for physical activity: state of the science. Am J Prev Med. 2009;36(4 suppl):S99–S123 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 83.Rosenberg D, Kerr J, Sallis JF, Patrick K, Moore DJ, King A. Feasibility and outcomes of a multilevel place-based walking intervention for seniors: a pilot study. Health Place. 2009;15(1):173–179 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 84.Satariano WA, Ory MG, Lee C. Planned and built environments in public health. : Prohaska TR, Anderson LA, Binstock RH, Public Health in an Aging Society. Baltimore, MD: Johns Hopkins University Press; 2012:327–352 [Google Scholar]
- 85.Owsley C, McGwein G, Sloane M, Stalvey BI, Gauthreaux S. Impact of cataract surgery on motor vehicle crash involvement by older adults. JAMA. 2002;288(7):841–849 [DOI] [PubMed] [Google Scholar]
- 86.Roenker DL, Cissell GM, Ball KK, Wadley VG, Edwards JD. Speed-of-processing and driving simulator training result in improved driving performance. Hum Factors. 2003;45(2):218–233 [DOI] [PubMed] [Google Scholar]
- 87.Ball K, Edwards JD, Ross LA. The impact of speed of processing training on cognitive and everyday functions. J Gerontol B Psychol Sci Soc Sci. 2007;62(1, special issue 1):19–31 [DOI] [PubMed] [Google Scholar]
- 88.Ball K, Edwards JD, Ross LA, McGwein G. Cognitive training decreases motor vehicle collision involvement of older drivers. J Am Geriatr Soc. 2010;58(11):2107–2113 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 89.Marottoli RA, Van Ness PH, Araujo KLBet al. A randomized trial of an education program to enhance older driver performance. J Gerontol A Biol Sci Med Sci. 2007;62(10):1113–1119 [DOI] [PubMed] [Google Scholar]
- 90.McKnight A, Simone G, Weldman J. Elderly Driver Retraining. Washington, DC: National Highway Traffic Safety Administration; 1982. HS-806:336 [Google Scholar]
- 91.Janke M. The mature driver improvement program in California. Transp Res Rec. 1984;1438:77–83 [Google Scholar]
- 92.Bédard M, Isherwood I, Moore E, Gibbons C, Lindstrom W. Evaluation of a re-training program for older drivers. Can J Public Health. 2004;95(4):295–298 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 93.Bohr PC. Critical review and analysis of the impact of the physical infrastructure on the driving ability, performance, and safety of older adults. Am J Occup Ther. 2008;62(2):159–172 [DOI] [PubMed] [Google Scholar]
- 94.Federal Highway Administration Highway Design Handbook for Older Drivers and Pedestrians. McLean, VA: US Department of Transportation; FHWA-RD-01–103 [Google Scholar]
- 95.Spillman BC. Assistive Device Use Among the Elderly: Trends, Characteristics of Users and Implications for Modeling: Executive Summary. Washington, DC: US Department of Health and Human Services; 2005. Available at: http://trends.psc.isr.umich.edu/pubs/abs.html?id=1345. Accessed November 10, 2011 [Google Scholar]
- 96.Dickerson AE, Molnar LJ, Eby DWet al. Transportation and aging: a research agenda for advancing safe mobility. Gerontologist. 2007;47(5):578–590 [DOI] [PubMed] [Google Scholar]
- 97.Arbesman M, Pellerito JM. Evidence-based perspective on the effect of automobile-related modifications on the driving ability, performance, and safety of older adults. Am J Occup Ther. 2008;62(2):173–186 [DOI] [PubMed] [Google Scholar]
- 98.Kulikov E. The social and policy predictors of driving mobility among older adults. J Aging Soc Policy. 2011;23(1):1–18 [DOI] [PubMed] [Google Scholar]
- 99.Dannenberg AL, Jackson RJ, Frumkin Het al. The impact of community design and land-use choices on public health: a scientific research agenda. Am J Public Health. 2003;93(9):1500–1508 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 100.Litman T. Integrating public health objectives in transportation decision making. Am J Health Promot. 2003;18(1):103–108 [DOI] [PubMed] [Google Scholar]
- 101.Polan S, Kolian T, Malekafzali S. Transportation authorization 101: a backgrounder. : Malekafzali S, Healthy, Equitable Transportation Policy: Recommendations and Research. Oakland, CA: Policy Link and Prevention Institute; 2009 [Google Scholar]
- 102.Swantstrom T. Breaking down silos: transportation economic development, and health. : Malekafzali S, Healthy, Equitable Transportation Policy: Recommendations and Research. Oakland, CA: Policy Link and Prevention Institute; 2009 [Google Scholar]
- 103.Sallis JF, Linton LS, Kraff MKet al. The Active Living Research program: six years of grantmaking. Am J Prev Med. 2009;36(2 suppl):S10–S21 [DOI] [PubMed] [Google Scholar]
- 104.Columbia University, Dual Degree Program Urban planning and public health. Available at: http://www. arch.columbia.edu/school/thebulletin/dual-degree-programs. Accessed August 1, 2011
- 105.University of California, Berkeley, Concurrent Degree Programs City and regional planning and public health. Available at: http://sph.berkeley.edu/students/degrees/programs/mcp-mph.php. Accessed August 1, 2011
- 106.Botchwey ND, Hobson SE, Dannenberg ALet al. A model curriculum for a course on the built environment and public health: training for an interdisciplinary workforce. Am J Prev Med. 2009;36(2 suppl):S63–S71 [DOI] [PubMed] [Google Scholar]
- 107.Cremmins B. Building sustainability at PlaNYC. Policy Innov. December 8, 2009. Available at: http://www.policyinnovations.org/ideas/briefings/data/000153. Accessed May 18, 2012 [Google Scholar]
- 108.Hunter WW, Hunter RH. Walk Wise, Drive Smart: A Senior Pedestrian Safety Program in Hendersonville, North Carolina. Prepared for the National Highway Traffic Safety Administration Cooperative Agreement DTNH22-05-H-15095, September 2008. Available at: http:/katana.hsrc.unc.edu/cms/downloads/WalkWise_Hunter.pdf. Accessed May 18, 2012 [Google Scholar]
- 109.Alameda County Public Health Department Building Social and Health Equity. Available at: http://www.acphd.org/healthequit/placematters. Accessed June 1, 2011 [Google Scholar]
- 110. National Complete Streets Coalition. Available at: http://www.completestreets.or/complete-streets-fundamentals. Accessed May 1, 2011.
- 111.Lynott J, Haase J, Nelson Ket al. Planning Complete Streets for an Aging America. Washington, DC: AARP Public Policy Institute; 2009 [Google Scholar]
- 112.US Environmental Protection Agency, Department of Housing and Urban Development, and Department Transportation Sustainable communities project. Available at: http://www.sustainablecommunities.gov. Accessed July 1, 2011
- 113.US Department of Health and Human Services Communities putting prevention to work project descriptions. Available at: http://www.hhs.gov/recovery/programs/cppw/granteedescriptions.html. Accessed November 1, 2011
- 114.Canadian Institutes of Health Research Mobility and aging—a strategic imitative of the Canadian Institutes of Health Research Institute of Aging. Available at: http://www.cihr-irsc.gc.ca/e/29994.html. Accessed June 1, 2011
- 115.Prohaska TR, Anderson LA, Hooker SA, Hughes SL, Belza B. Mobility and aging: transference to transportation. J Aging Res. 2011;2011:392751 doi: [DOI] [PMC free article] [PubMed] [Google Scholar]
- 116.Yang Y, Diez Roux AV, Auchincloss AH, Rodriguez DA, Brown DG. A spatial agent-based model for the simulation of adults’ daily walking within a city. Am J Prev Med. 2011;40(3):353–361 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 117.National Institute of Medicine Leading Health Indicators for Healthy People 2020: Letter Report. Washington, DC: National Academies Press; 2011 [PubMed] [Google Scholar]
- 118. National Health Interview Survey. Available at: http://www.cdc.gov/nchs/nhis.htm. Accessed June 1, 2011.
- 119.Cornoni-Huntley J, Ostfeld AM, Taylor JOet al. Established populations for epidemiologic studies of the elderly: study design and methodology. Aging (Milano). 1993;5(1):27–37 [DOI] [PubMed] [Google Scholar]
- 120.Naumann RB, Dellinger AM, Anderson ML, Bonomi AE, Rivara FP, Thompson RS. Preferred modes of travel among older adults: what factors affect the choice to walk instead of drive? J Safety Res. 2009;40(5):395–398 [DOI] [PubMed] [Google Scholar]
- 121.Wieters M, Kim J, Lee C. Assessment of Available Research Instruments for Measuring Physical Activity. Chicago, IL: Association of Collegiate Schools of Planning; 2008 [Google Scholar]
- 122.Galea S, Riddle M, Kaplan GA. Causal thinking and complex system approaches in epidemiology. Int J Epidemiol. 2010;39(1):97–106 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 123.Green LW. Public health asks of systems science: to advance our evidence-based practice, can you help us get more practice-based evidence? Am J Public Health. 2006;96(3):406–409 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 124.Stokols D, Hall KL, Taylor BK, Moser RP. The science of team science: overview of the field and introduction to the supplement. Am J Prev Med. 2008;35(2 suppl):S77–S82 [DOI] [PubMed] [Google Scholar]
- 125.Stokols D. Toward a science of transdisciplinary action research. Am J Community Psychol. 2006;38(1–2):63–77 [DOI] [PubMed] [Google Scholar]
- 126.Kuiper H, Jackson RJ, Barna S, Satariano WA. Local health department leadership strategies for healthy built environments. J Public Health Manag Pract. 2012;18(2):E11–23 [DOI] [PubMed] [Google Scholar]
- 127.Centers for Disease Control and Prevention State legislative and regulatory action to prevent obesity and improve nutrition and physical activity database. Available at: http://apps.nccd.cdc.gov/DNPALeg/index.asp. Accessed November 10, 2011
- 128.Aldrich N, Benson WF. Disaster preparedness and the chronic disease needs of vulnerable older adults. Prev Chronic Dis. 2008;5(1):A27. [PMC free article] [PubMed] [Google Scholar]
- 129.Rosenkoetter MM, Covan EK, Cobb BK, Buting S, Weinrich M. Perceptions of older adults regarding evacuation in the event of a natural disaster. Public Health Nurs. 2007;24(2):160–168 [DOI] [PubMed] [Google Scholar]
- 130.Public Policy Institute Beyond 50.05: A Report to the Nation on Livable Communities. Washington, DC: American Association of Retired People; 2005 [Google Scholar]
- 131.Gelfand DE. The Aging Network: Programs and Services. 6th ed. New York, NY: Springer; 2006 [Google Scholar]
- 132.Krout JA. Senior centers and services for the frail elderly. J Aging Soc Policy. 1995;7(2):59–76 [DOI] [PubMed] [Google Scholar]