
2
| Co-Lead Agencies: | Centers for Disease Control and
Prevention National Institutes of Health |
The current and projected growth in the number of people aged 65 years and older in the United States has focused attention on preserving quality of life as well as length of life. Chief among the factors involving preserving quality of life are the prevention and treatment of musculoskeletal conditionsthe major causes of disability in the United States. Among musculoskeletal conditions, arthritis and other rheumatic conditions, osteoporosis, and chronic back conditions have the greatest impact on public health and quality of life.
Demographic trends suggest that people will need to continue working at older ages (for example, beyond age 65 years), increasing the adverse social and economic consequences of the high rates of activity limitation and disability of older persons with these conditions. At the same time, effective public health interventions exist to reduce the burden of all three conditions. (See Focus Area 6. Disability and Secondary Conditions.)
The various forms of arthritis affect more than 15 percent of the U.S. populationover 43 million personsand more than 20 percent of the adult population, making arthritis one of the most common conditions in the United States.[1], [2], [3], [4]
The significant public health impact of arthritis is reflected in a variety of measures. First, arthritis is the leading cause of disability.[5] Arthritis limits the major activities (for example, working, housekeeping, school) of nearly 3 percent of the entire U.S. population (7 million persons), including nearly 1 out of every 5 persons with arthritis.1, 2, 3 Arthritis trails only heart disease as a cause of work disability.[6] As a consequence, arthritis limits the independence of affected persons and disrupts the lives of family members and other caregivers.
Second, health-related quality-of-life measures are consistently worse for persons with arthritis, whether the measure is healthy days in the past 30 days, days without severe pain, ability days (that is, days without activity limitations), or difficulty in performing personal care activities.[7], [8]
Third, arthritis has a sizable economic impact. Arthritis is the source of at least 44 million visits to health care providers, 744,000 hospitalizations, and 4 million days of hospital care per year.4, [9] Estimated medical care costs for persons with arthritis were $15 billion, and total costs (medical care plus lost productivity) were $65 billion in 1992.[10] This latter amount is equal to 1.1 percent of the gross domestic product. Nearly 60 percent of persons with arthritis are in the working-aged population1, 2, 3 and they have a low rate of labor force participation.[11]
Fourth, arthritis, like other chronic pain conditions, has an important negative effect on a persons mental health.[12], [13]
Fifth, although death is not a frequent outcome of arthritis, persons with certain forms of arthritis have higher death rates than the general population. For example, the 2 million persons in the United States with rheumatoid arthritis are at greater risk of premature death from respiratory and infectious diseases than the overall U.S. population.[14]
A variety of demographic trends indicate that the impact of arthritis will only increase.[15] Given current population projections, arthritis will affect over 18 percent of all persons in the United States (nearly 60 million persons) in the year 2020 and will limit the major activities of nearly 4 percent (11.6 million).1, 2, 3 Direct and indirect costs are expected to rise proportionately.
About 13 to 18 percent of women aged 50 years and older and 3 to 6 percent of men aged 50 years and older have osteoporosis, a reduction in bone mass or density that leads to deteriorated and fragile bones. These rates correspond to 4 million to 6 million women and 1 million to 2 million men in the United States who have osteoporosis.[16] Another 37 to 50 percent of women aged 50 years and older and 28 to 47 percent of men of the same age group have some degree of osteopenia, reduction in bone mass that is not as severe as osteoporosis.
The major health consequence of osteoporosis is an increased risk of fractures. Approximately 1.5 million fractures per year are attributed to osteoporosis.[17] One in three women and one in eight men aged 50 years and older will experience an osteoporotic-related fracture in their lifetime.17 Health care costs for these fractures are estimated at $13.8 billion per year in 1996 dollars.[18]
The risk of any fracture increases with the presence of osteoporosis, but hip fractures represent the most serious impact in terms of health care costs and consequences for the individual. In 1994, there were 281,000 hospital discharges for hip fracture among people aged 45 years and older. Of these, 74,000, or 26 percent, were among men.16 In all, 1 out of 6 white women and 1 out of 17 white men will experience a hip fracture by the time they reach age 90 years.[19] Although the hip fracture rate among women seems relatively constant, the rate among men seems to be increasing over time.[20]
An average of 24 percent of hip fracture patients aged 50 years and older die in the year following fracture, with higher death rates among men than among women.[21] Also, hip fracture is more likely to lead to functional impairment than are other serious medical conditions, including heart attack, stroke, and cancer.21 For example, half of all hip fracture patients will be unable to walk without assistance.17
Chronic low back pain is described in different ways, such as the occurrence of back pain lasting for more than 7 to 12 weeks, back pain lasting beyond the expected period of healing, or frequently recurring back pain. Moreover, a wide range of outcome measures are used to describe chronic back problems, such as low back pain (LBP), activity limitation, impairment, and disability. Compounding the problem is the lack of a single data source to track chronic back problems. Sources that have been used include workers compensation data, Occupational Safety and Health Administration and Bureau of Labor Statistics records, and data from national health surveys.
Chronic back conditions are both common and debilitating. Back pain occurs in 15 to 45 percent of people each year,[22], [23], [24], [25], [26] and 70 to 85 percent of people have back pain some time in their lives. In the United States, back pain is the most frequent cause of activity limitation in people under age 45 years,[27], [28] the second most frequent reason for physician visits, the fifth-ranking reason for hospitalization, and the third most common reason for surgical procedures.[29]
Work-related risk factors, such as heavy physical work, lifting and forceful movements, awkward postures, and whole body vibration, are associated with low back disorders. Work-related risk factors account for 28 to 50 percent of the low back problems in an adult population.[30] A number of personal factors may be risk factors for low back pain. These include nonmodifiable factors, such as age and gender, some anthropometric characteristics (for example, height and body build), history of low back problems, and spinal abnormalities as well as modifiable factors, such as weight, physical fitness, smoking, some aspects of lumbar flexibility, trunk muscle strength, and hamstring elasticity. A history of low back problems is one of the most reliable predictors of subsequent back problems.[31]
Arthritis is a leading health problem among all demographic groups, although significant and sometimes surprising disparities exist. Arthritis affects 50 percent of people aged 65 years and older. However, most people with arthritis are younger than age 65 years and of working age.1, 2, 3 Arthritis also affects 285,000 children,[32] making it one of the more common chronic conditions of childhood. Arthritis is more common in women aged 18 years and older than in men and is the leading chronic condition and cause of activity limitation among women.[33], [34]
Whites and African Americans have similar rates of disease, but African Americans have greater rates of activity limitation.1, 2, 3 For African Americans, arthritis is the third most common chronic condition and the leading cause of activity limitation.[35] For Hispanics and American Indians or Alaska Natives, arthritis is the second most common chronic condition and the second leading cause of activity limitation.35 For Asians or Pacific Islanders, arthritis is the fourth most common chronic condition and the second leading cause of activity limitation.35 For whites, arthritis is the most common chronic condition and the second leading cause of activity limitation.35
The rate of arthritis and its associated disabilities is higher among persons with low education and low income.1, 2, 3 African Americans have lower rates of total joint replacement, a surgical procedure that is highly successful in reducing the impact of arthritis in persons with severe pain or disability, than do whites.[36] Certain types of jobs, such as shipyard work, farm work, and occupations that place high knee-bending demands on workers, increase the risks for osteoarthritis.[37], [38]
Osteoporosis is more common among women than men. The rates of disease increase markedly with increasing age. Rates are higher among non-Hispanic white Americans than among Mexican Americans or non-Hispanic African Americans.16 White postmenopausal women are at highest risk of the disease.
The risk for chronic back pain increases with age. Although back pain appears to be equally common in men and women, impairment from back and spine conditions is more common in women.
The importance of physical activity for bone and joint health was highlighted in a 1996 report Physical Activity and Health: A Report of the Surgeon General.[39] Although behavioral interventions seem to have potential benefits, risk factors for the various types of arthritis need to be identified. Recreational or occupational joint injury has been identified as a risk factor for later osteoarthritis, and overweight is a risk factor for osteoarthritis of the knee and possibly the hip and hand.[40] Overweight appears to be a risk factor associated with the progression and severity of osteoarthritis.40, [41]
Genetic research may soon identify persons at high risk for certain types of arthritis and thereby offer a better target for interventions. Current medical care offers considerable relief from pain and other symptoms for all types of arthritis. Available interventions often are not used, however, because of the popular belief that arthritis is part of normal aging, that a person can do nothing about it, and that it affects only old persons. However, early diagnosis and aggressive treatment of rheumatoid arthritis with disease-modifying drugs, for example, appear to reduce its symptoms and related disability.[42], [43], [44], [45], [46], [47]
Educational and behavioral interventions also can relieve symptoms and reduce disability. Telephone contacts with clinicians and several land-based and water exercise programs have had beneficial outcomes.[48], [49], [50], [51] The Arthritis Self-Help Course, a 6-week, 2-hour per week educational intervention, has been shown to reduce pain up to 20 percent beyond what was achieved through conventional medical care.[52] The course has the additional benefit of reducing medical care costs by reducing the number of physician visits for arthritis.52, [53] These and other effective interventions currently are underused, with some reaching less than 1 percent of target populations.[54] Countering myths about arthritis and applying available interventions can help reduce the impact of this health problem. (See Focus Area 6. Disability and Secondary Conditions.)
Interventions for osteoporosis and fractures can be designed to prevent the development of the disease, reduce further bone loss after the occurrence of the disease, and lessen the risk of fractures. Opportunities for primary prevention occur throughout the lifespan and include programs to promote exercise, avoid smoking, reduce excessive alcohol consumption, and improve nutrition, particularly the amount of calcium and vitamin D in the diet. (See Focus Area 19. Nutrition and Overweight.) These approaches may be important in achieving a high peak bone mass during adolescence to delay the onset of osteoporosis as bone mass declines with age. The approaches also may reduce the rate of bone loss later in life.
Women need to be particularly concerned about bone loss occurring at the time of menopause, when bone can be lost at the rate of 2 to 4 percent per year. Women should be counseled on methods to minimize their bone loss. Evidence indicates that older persons, even those who have had a fracture, can benefit from treatment to prevent further bone loss or restore some lost bone to decrease the risk of subsequent fractures.[55]
A wide range of interventions prevent or reduce low back problems. These interventions may include activities designed to reduce the physical demands of work activities by redesigning the task or to address the individuals specific needs, such as strength or endurance training or counseling for nutrition and lifestyle changes. Ergonomic interventions that are directed at changing the job or work environment have proved effective in reducing risk of occupational low back pain. (See Focus Area 20. Occupational Safety and Health.) Thus, it is reasonable to assume that ergonomic approaches would be effective in preventing chronic LBP as well. Even in a nonwork environment, the physical demands of an activity can be reduced by using ergonomic principles. Interventions involving training in proper lifting techniques, physical conditioning, and weight loss have been investigated in programmatically oriented studies. These have shown that workplace interventions may have an effect on low back disorders.[56] The overall benefits of exercise, nutrition, and lifestyle changes on an individuals health and well-being would certainly justify efforts in this area. Also, interventions directed at improving strength and endurance may have an important impact on reducing activity limitations due to chronic LBP.
Because national data systems will not be available in the first half of the decade for tracking progress, four subjects of interest concerning arthritis and osteoporosis are not covered in this focus areas objectives. Representing a research and data collection agenda for the coming decade, the topics involve appropriate management, patient education, provider counseling, and bone fracture prevention. The first addresses persons with systemic rheumatic disease who receive an early specific diagnosis and appropriate management plan. The second topic concerns hospitals, managed care organizations, and large group practices that provide effective, evidence-based arthritis education (including information about community and self-help resources) for patients to use as an integral part of the management of their condition. The third topic concerns health care provider counseling for persons at risk for or who have arthritis. Women aged 65 years and older who are eligible under Medicare criteria to have an initial bone density measurement are the focus of the fourth topic about bone fracture prevention.
(A listing of abbreviations and acronyms used in this publication appears in Appendix H.)
Activity limitations: Problems in a persons performance of everyday functions such as communication, self-care, mobility, learning, and behavior.
Arthritis: Shorthand for arthritis and other rheumatic conditions.
Arthritis and other rheumatic conditions: More than 100 conditions (or diseases or problems) that primarily affect the joints, muscles, fascia, tendons, bursa, ligaments, and other connective tissues of the body.
Bone mineral density (BMD): Measurement used to determine the presence of osteoporosis.
Chronic back conditions: Low back pain and other conditions affecting only the back.
Chronic joint symptoms: Pain, aching, stiffness, or swelling in or around a joint that was present on most days for at least 1 month in the past 12 months.
Disability: General term used to represent the interactions between individuals with a health condition and barriers in their environment. The term disability is operationalized as self-reported activity limitations or use of assistive devices or equipment related to an activity limitation.
Musculoskeletal conditions: Problems that affect the skeleton, joints, muscles, and connective tissues of the body.
Osteoarthritis: A slowly progressive, degenerative joint disease that results from the breakdown of cartilage and leads to pain and stiffness; usually affects the knees, hips, and hands; the most common form of arthritis.
Osteopenia: A condition similar to osteoporosis (see below) except the reduction in bone mass is not as severe.
Osteoporosis: Bone disease characterized by a reduction of bone mass and a deterioration of the microarchitecture of the bone leading to bone fragility.
Personal care activities: Eating, bathing, dressing, or getting around inside the home, including getting in or out of bed or chairs and using the toilet (including getting to the toilet).
Rheumatoid arthritis: A chronic, inflammatory disease of the body that produces its most prominent manifestations in joints, often leading to joint pain, stiffness, and deformity.
Work disability: Limited in the amount or kind of work; unable to work.
[1] Centers for Disease Control and Prevention (CDC). Arthritis prevalence and activity limitationsUnited States, 1990. Morbidity and Mortality Weekly Report 43(24):433-438, 1994.
[2] Lawrence, R.C.; Helmick, C.G.; Arnett, F.C.; et al. Estimates of the prevalence of arthritis and selected musculoskeletal disorders in the United States. Arthritis & Rheumatism 41(5):778-799, 1998.
[3] Helmick, C.G.; Lawrence, R.C.; Pollard, R.A.; et al. Arthritis and other rheumatic conditions: Who is affected now, who will be affected later? National Arthritis Data Workgroup Arthritis Care and Research 8:203-211, 1995.
[4] CDC. Impact of arthritis and other rheumatic conditions on the health-care system. Morbidity and Mortality Weekly Report 48(17):349-353, 1999.
[5] CDC. Current trends: Prevalence of disabilities and associated health conditionsUnited States, 19911992. Morbidity and Mortality Weekly Report 43(40):730-731, 737-739, 1994.
[6] LaPlante, M.P. Data on Disability from the National Health Interview Survey, 19831985. Washington, DC: National Institute on Disability and Rehabilitation Research (NIDRR), U.S. Department of Education (DOE), 1988.
[7] CDC. Health-related quality of life and activity limitation8 states, 1995. Morbidity and Mortality Weekly Report 47(67):134-140, 1998.
[8] CDC. State differences in reported healthy days among adultsUnited States, 19931996. Morbidity and Mortality Weekly Report 47(12):239-243, 1998.
[9] CDC. Targeting Arthritis: The Nations Leading Cause of Disability. At-a-Glance, 1998. Atlanta, GA: Technical Information and Editorial Services Branch, National Center for Chronic Disease Prevention and Health Promotion (NCCDPHP), CDC, 1998.
[10] Yelin, E., and Callahan, L.F. The economic cost and social and psychological impact of musculoskeletal conditions. Arthritis & Rheumatism 38(10):1351-1362, 1995.
[11] Trupin, L.; Sebesta, D.S.; Yelin, E.; et al. Trends in Labor Force Participation Among Persons With Disability, 19831994. Disability Statistics Report 10. Washington, DC: DOE, NIDRR, 1997.
[12] Frank, R.G., and Hagglund, K.J. Mood disorders. In: Wegener, S.T., ed. Clinical Care in the Rheumatic Diseases. Atlanta, GA: American College of Rheumatology, 1996, 125-130.
[13] Bradley, L.A.; Wegener, S.T.; Belza, B.L.; et al. Pain management interventions for patients with rheumatic diseases. In: Melvin, J., and Jensen, G., eds. Rheumatologic Rehabilitation Series Volume I: Assessment and Management. Rockville, MD: American Occupational Therapy Association, 1998, 259-278.
[14] Wolf, F. The natural history of rheumatoid arthritis. Journal of Rheumathology 23(Suppl. 44):13-22, 1996.
[15] Boult, C.; Altmann, M.; Gilbertson, D.; et al. Decreasing disability in the 21st century: The future effects of controlling six fatal and non-fatal conditions. American Journal of Public Health 86:1388-1393, 1996.
[16] Looker, A.C.; Orwoll, E.S.; Johnston, C.C.; et al. Prevalence of low femoral bone density in older U.S. adults from NHANES III. Journal of Bone and Mineral Research 12(11):1761-1768, 1997.
[17] Riggs, B.L., and Melton, III, L.J. The worldwide problem of osteoporosis: Insights afforded by epidemiology. Bone 17(Suppl. 5):505S-511S, 1995.
[18] Ray, N.F.; Chan, J.K.; Thamer, M.; et al. Medical expenditures for the treatment of osteoporotic fractures in the United States in 1995: Report from the National Osteoporosis Foundation. Journal of Bone and Mineral Research 12(1):24-35, 1997.
[19] Melton, III, L.J.; Chrischilles, E.A.; Cooper, C.; et al. How many women have osteoporosis? Journal of Bone and Mineral Research 7:1005-1010, 1992.
[20] Bacon, W.E. Secular trends in hip fracture occurrence and survival: Age and sex differences. Journal of Aging Health 8(4):538-553, 1996.
[21] U.S. Congress, Office of Technology Assessment. Hip Fracture Outcomes in People Age 50 and OverBackground Paper. OTA-BP-H-120. Washington, DC: U.S. Government Printing Office, July 1994.
[22] Anderson, G.B.J. The epidemology of spinal disorders. In: Frymoyer, J.W., ed. The Adult Spine: Principles and Practice. 2nd ed. Philadelphia, PA: Lippencott-Raven, 1997.
[23] Biering-Sorensen, F. Physical measurements as risk indicators for low-back trouble over a one year period. Spine 9:106-119, 1984.
[24] Frymoyer, J.W.; Pope, M.H.; Clements, J.H.; et al. Risk factors in low-back pain: An epidemiological survey. Journal of Bone and Joint Surgery 65(2):213-218, 1983.
[25] Frymoyer, J.W. Back pain and sciatica. New England Journal of Medicine 318(5):291-300, 1988.
[26] Svensson, H.O., and Anderson, G.B.J. Low-back pain in 40- to 47-year-old men: Work history and work environment factors. Spine 8(3):272-276, 1983.
[27] Anderson, G.B. Epidemiological aspects on low back pain in industry. Spine 6(1):53-60, 1981.
[28] Kelsey, J.L.; White, A.A.; Pastides, H.; et al. The impact of musculoskeletal disorders on the population of the United States. Journal of Bone and Joint Surgery 61(7):959-964, 1979.
[29] Praemer, A.; Furner, S.; and Rice, D.P. Musculoskeletal conditions in the United States. Park Ridge, IL: American Academy of Orthoscopic Surgery, 1992.
[30] Wegman, D.H., and Fine, L.J. Occupational and Environmental Medicine. Journal of the American Medical Association 275(23):1831-1832, 1996.
[31] Shelerud, R. Epidemiology of Occupational Low Back Pain. In: Occupational Medicine: State of the Art Reviews. Philadelphia, PA: Hanley and Belfus, 1998, 1-22.
[32] CDC. NCCDPHP, Division of Adult and Community Health, Health Care and Aging Studies Branch, Atlanta, GA, unpublished data, 1990.
[33] CDC. Prevalence and impact of arthritis among women. United States, 19891991. Morbidity and Mortality Weekly Report 44(17):329-334, 517-518, 1995.
[34] Callahan, L.F.; Rao, J.; and Boutaugh, M. Arthritis and womens health: Prevalence, impact, and prevention. American Journal of Preventive Medicine 12(5):401-409, 1996.
[35] CDC. Prevalence and impact of arthritis by race and ethnicityUnited States, 19891991. Morbidity and Mortality Weekly Report 45(18):373-378, 1996.
[36] Wilson, M.G.; May, D.S.; and Kelly, J.J. Racial differences in the use of total knee arthroplasty for osteoarthritis among older Americans. Ethnicity & Disease 4(1):57-67, 1994.
[37] Hochberg, J.C. Osteoarthritis. In: Silman, A.J., and Hochberg, J.C., eds. Epidemiology of the Rheumatic Diseases. Oxford: Oxford University Press, 1993, 257-288.
[38] Felson, D.T. Epidemiology of hip and knee osteoarthritis. Epidemiologic Reviews 10:1-28, 1988.
[39] U.S. Department of Health and Human Services (HHS). Physical Activity and Health: A Report of the Surgeon General. Atlanta, GA: HHS, CDC, 1996.
[40] Felson, D.T., and Zhang, Y. Personal communication. An update on the epidemiology of knee and hip osteoarthritis with a view to prevention. August 1998.
[41] Felson, D.T.; Zhang, Y.; Anthony, J.M.; et al. Weight loss reduces the risk for symptomatic knee osteoarthritis in women. The Framingham Study. Annals of Internal Medicine 116(7):535-539, 1992.
[42] Weinblatt, M.E. Rheumatoid arthritis: Treat now, not later! (Editorial). Annals of Internal Medicine 124:773-774, 1996.
[43] Van der Heide, A.; Jacobs, J.W.; Bijlsma, J.W.; et al. The effectiveness of early treatment with second-line antirheumatic drugs. A randomized, controlled trial. Annals of Internal Medicine 124(8):699-707, 1996.
[44] Fries, J.F.; Williams, C.A.; Morrfeld, D.; et al. Reduction in long-term disability in patients with rheumatoid arthritis by disease-modifying antirheumatic drug-based treatment strategies. Arthritis & Rheumatism 39:616-622, 1996.
[45] Egsmose, C.; Lund, B.; Borg, G.; et al. Patients with rheumatoid arthritis benefit from early 2nd line therapy: 5-year follow up of a prospective double blind placebo controlled study. Journal of Rheumatology 22:2208-2213, 1995.
[46] Kirwan, J.R. The Arthritis and Rheumatism Council, Low-Dose Glucocorticoid Study Group. The effect of glucocorticoids on joint destruction in rheumatoid arthritis. New England Journal of Medicine 333(3):142-146, 1995.
[47] Emery, P., and Salmon, M. Early rheumatoid arthritis: Time to aim for remission? Annals of Rheumatic Diseases 54:944-947, 1995.
[48] Maisiak, R.; Austin, J.; and Heck, L. Health outcomes of two telephone interventions for patients with rheumatoid arthritis or osteoarthritis. Arthritis & Rheumatism 39:1391-1399, 1996.
[49] Minor, M.A. Arthritis and exercise: The times they are a-changin (Editorial). Arthritis Care and Research 9:9-81, 1996.
[50] Minor, M.A., and Kay, D.R. Arthritis. In: Exercise Management for Persons With Chronic Diseases and Disabilities. Champaign, IL: Human Kinetics, 1997.
[51] Puett, D.W., and Griffin, M.R. Published trials of nonmedicinal and noninvasive therapies for hip and knee osteoarthritis. Annals of Internal Medicine 121(2):133-140, 1994.
[52] Lorig, K.R.; Mazonson, P.D.; and Holman, H.R. Evidence suggesting that health education for self-management in patients with chronic arthritis has sustained health benefits while reducing health care costs. Arthritis & Rheumatism 36(4):439-446, 1993.
[53] Kruger, J.M.S.; Helmick, C.G.; Callahan, L.F.; et al. Cost-effectiveness of the Arthritis Self-Help Course. Archives of Internal Medicine, 1998.
[54] Boutaugh, M., Group Vice President, Health Promotion, Arthritis Foundation. Personal communication. August 1999.
[55] Seeman, E. Introduction. American Journal of Medicine 103(Suppl. 2a):1S-2S, 1997.
[56] Violinn, E. Do workplace interventions prevent low-back disorders? If so: Why?: A methodological commentary. Erognomics 42(1):258-272, 1999.
[57] Hennessy, C.H.; Moriarty, D.G.; Zack, M.M.; et al. Measuring health-related quality of life for public health surveillance. Public Health Reports 109(5):665-672, 1994.
[58] CDC. Quality of life as a new public health measureBehavioral Risk Factor Surveillance System, 1993. Morbidity and Mortality Weekly Report 43(20):375-380, 1994.
[59] CDC. Health-related quality-of-life measuresUnited States, 1993. Morbidity and Mortality Weekly Report 44(11):195-200, 1995.
[60] Newschaffer, C.J. Validation of BRFSS HRQOL Measures in a Statewide Sample. Atlanta, GA: HHS, Public Health Service, CDC, NCCDPHP, 1998.
[61] Verbrugge, L.M.; Merrill, S.S.; and Liu, X. Measuring disability with parsimony. Disability Rehabilitation 21(5-6):295-306, 1999.
[62] Rao, J.K.; Callahan, L.F.; and Helmick, C.G. Characteristics of persons with self-reported arthritis and other rheumatic conditions who do not see a doctor. Journal of Rheumatology 24:169-173, 1997.
[63] Cummings, S.R.; Black, D.M.; Nevitt, M.C.; et al. Bone density at various sites for prediction of hip fractures. Lancet 341(8837):72-75, 1993.
[64] Melton, III, L.J.; Atkinson, E.J.; OFallon, W.M.; et al. Long-term fracture prediction by bone mineral assessed at different skeletal sites. Journal of Bone and Mineral Research 8(10):1227-1233, 1993.
[65] Melton, III, L.J.; Thamer, M.; Ray, N.F.; et al. Fractures attributable to osteoporosis: Report from the National Osteoporosis Foundation. Journal of Bone and Mineral Research 12(1):16-23, 1997.
[66] World Health Organization (WHO). Assessment of Fracture Risk and Its Application to Screening for Postmenopausal Osteoporosis. Technical Report Series No. 843. Geneva, Switzerland: WHO, 1994.
[67] Melton, III, L.J. How many women have osteoporosis now? Journal of Bone and Mineral Research 10(2):175-177, 1995.
[68] Lips, P. Prevention of hip fractures: Drug therapy. Bone 18(Suppl. 3):159S-163S, 1996.
[69] Cummings, S.R. Treatable and untreatable risk factors for hip fracture. Bone 18 (Suppl. 3):165S-176S, 1996.
[70] Ross P.D. Clinical consequences of vertebral fractures. American Journal of Medicine 103:30S-43S, 1997.
[71] Melton, III, L.J.; Kan, S.H.; Frye, M.A.; et al. Epidemiology of vertebral fractures in women. American Journal of Epidemiology 129:1000-1011, 1989.
[72] Jacobsen, S.J.; Cooper, C.; Gottlieb, M.S.; et al. Hospitalization with vertebral fracture among the aged: A national population-based study 19861989. Epidemiology 3(6):515-518, 1992.
[73] Chrischilles, E.A.; Butler, C.D.; Davis, S.C.; et al. A model of lifetime osteoporosis impact. Archives of Internal Medicine 151(10):2026-2032, 1991.
[74] Schuchmann, J.A. Low back pain: A comprehensive approach. Comprehensive Therapy 14(1):14-18, 1988.
[75] Kelsey, J.L.; Githens, P.B.; White, III, A.A.; et al. An epidemiologic study of lifting and twisting on the job and risk for acute, prolapsed lumbar vertebral disc. Journal of Orthopaedic Research 2(1):61-66, 1984.
[76] Kelsey, J.L.; Githens, P.B.; OConner, T.; et al. Acute prolapsed lumbar intervertebral disc. An epidemiologic study with special reference to driving automobiles and cigarette smoking. Spine 9(6):608-613, 1984.
[77] Parnianpour, M.; Bejjani, F.J.; and Pavlidis, L. Worker training: The fallacy of single, correct lifting technique. Ergonomics 30(2):331-334, 1987.
[78] Porter, R.W.; Hibbert, C.; and Wellman, P. Backache and the lumbar spinal canal. Spine 5(2):99-105, 1980.
[79] Buchanan, J.R.; Myers, C.; Greer, III, R.B.; et al. Assessment of the risk of vertebral fracture in menopausal women. Journal of Bone and Joint Surgery 69(2):212-218, 1987.
[80] Chaffin, D.B., and Park, K.S. A longitudinal study of low back pain as associated with occupational weight lifting factors. American Industrial Hygiene Association Journal 34(12):513-525, 1973.
[81] Venning, P.J.; Walter, S.D.; and Stitt, L.W. Personal and job-related factors as determinants of incidence of back injuries among nursing personnel. Journal of Occupational Medicine 29(10):820-825, 1987.