Diabetes-Associated Factors as Predictors of Nursing Home Admission and Costs in the Elderly Across Europe

Journal of the American Medical Directors Association

Volumn 18, Issue 1, 2017, Pages 74-82

  Rodríguez Sánchez, Beatriz ^a   Angelini, Viola ^a   Feenstra, Talitha ^b   Alessie, Rob J M ^a  

^a UNIVERSITY OF GRONINGEN   (Netherlands)

^b UNIVERSITY MEDICAL CENTER GRONINGEN   (Netherlands)

Author keywords

complications; diabetes; elderly; functional impairment; institutionalization; Nursing home

Indexed keywords

ADULT; AGE; AGED; AUSTRIA; BELGIUM; CEREBROVASCULAR ACCIDENT; CHRONIC LUNG DISEASE; COGNITIVE DEFECT; CONFERENCE PAPER; CONTROLLED STUDY; CZECH REPUBLIC; DENMARK; DIABETES MELLITUS; DISEASE ASSOCIATION; FEMALE; FRANCE; FUNCTIONAL DISEASE; FUNCTIONAL STATUS; GERMANY; GREECE; HEALTH CARE COST; HEART INFARCTION; HIGH RISK PATIENT; HOSPITAL ADMISSION; HUMAN; INSTITUTIONALIZATION; ITALY; MAJOR CLINICAL STUDY; MALE; NEOPLASM; NETHERLANDS; NURSING HOME; PHYSICAL DISABILITY; SPAIN; SWEDEN; SWITZERLAND; ULCER; ECONOMICS; EUROPE; MIDDLE AGED; QUESTIONNAIRE; TRENDS; VERY ELDERLY;

AGED; AGED, 80 AND OVER; DIABETES MELLITUS; EUROPE; FEMALE; HUMANS; MALE; MIDDLE AGED; NURSING HOMES; PATIENT ADMISSION; SURVEYS AND QUESTIONNAIRES;

EID: 85002735219     PISSN: 15258610     EISSN: 15389375     Source Type: Journal    
DOI: 10.1016/j.jamda.2016.09.011     Document Type: Conference Paper

References (40)

1. 1 Clarke, P.M., Glasziou, P., Patel, A., et al. Event rates, hospital utilization and costs associated with major complications of diabetes: A multicountry comparative analysis. PLoS Med, 7, 2010, e1000236.
2. 2 American Diabetes Association. Economic costs of diabetes in the US in 2012. Diabetes Care 36 (2013), 1033–1046.
3. 3 Anderson, J.M., Achievable costs saving and cost-effective thresholds for diabetes prevention lifestyle interventions in people aged 65 years and older: A single-payer perspective. J Acad Nutr Diet 112 (2012), 1747–1754.
4. 4 Hanson, M.A., Gluckman, P.D., Ma, R.C., et al. Early life opportunities for prevention of diabetes in low and middle income countries. BMC Public Health, 23, 2012, 12.
5. 5 Hu, F.B., Globalization of diabetes: The role of diet, lifestyle and genes. Diabetes Care 34 (2011), 1249–1257.
6. 6 O'Shea, M., Teeling, M., Bennett, K., The prevalence and ingredient cost of chronic comorbidity in the Irish elderly population with medication treated type 2 diabetes: A retrospective cross-sectional study using a national pharmacy claims database. BMC Health Ser Res, 13, 2013, 23.
7. 7 Waldeyer, R., Brinks, R., Rathmann, W., et al. Projection of the burden of type 2 diabetes mellitus in Germany: A demographic modelling approach to estimate the direct medical excess costs from 2010 to 2040. Diabetic Med 30 (2013), 999–1008.
8. 8 Sinclair, A.J., Paolisso, G., Castro, M., et al. European Diabetes Working Party for Older People 2011 clinical guidelines for type 2 diabetes mellitus. Executive summary. Diabetes Metab 37 (2011), S27–S38.
9. 9 Sinclair, A.J., Dunning, T., Rodríguez-Mañas, L., Diabetes in older people: New insights and remaining challenges. Lancet Diabetes Endocrinol 3 (2015), 275–285.
10. 10 Oliva, J., Lobo, F., Molina, B., Monereo, S., Direct health care costs of diabetic patients in Spain. Diabetes Care 277 (2004), 2616–2621.
11. 11 García-Esquinas, E., Graciani, A., Guallar-Castillón, P., et al. Diabetes and risk of frailty and its potential mechanisms: A prospective cohort study of older adults. J Am Med Dir Assoc 16 (2015), 748–754.
12. 12 Formiga, F., Ferrer, A., Padrós, G., et al. Diabetes mellitus as a risk factor for functional and cognitive decline in very old people: The Octabaix study. J Am Med Dir Assoc 15 (2014), 924–928.
13. 13 Sinclair, A.J., Gadsby, R., Penfold, S., et al. Prevalence of diabetes in care home residents. Diabetes Care 24 (2001), 1066–1068.
14. 14 Matsuzawa, T., Sakurai, T., Kuranaga, M., et al. Predictive factors for hospitalized and institutionalized caregiving of the aged patients with diabetes mellitus in Japan. Kobe J Med Sci 56 (2010), 173–183.
15. 15 Newton, C.A., Adeel, S., Sadeghi-Yarandi, S., et al. Prevalence, quality of care, and complications in long term care residents with diabetes: A multicenter observational study. J Am Med Dir Assoc 14 (2013), 842–846.
16. 16 American Diabetes Association. Economic costs of diabetes in the US in 2002. Diabetes Care 26 (2003), 917–932.
17. 17 Heij, C., de Boer, P., Franses, P., et al. Econometric methods with applications in business and economics. 2004, Oxford University Press, New York (NY).
18. 18 Rabe-Hesketh, S., Skrondal, A., Multilevel and longitudinal modelling using Stata. 2008, Stata Press, College Station (TX).
19. 19 Jones, A., Applied econometrics for health economists: A practical guide. 2005, Office of Health Economics, London (UK).
20. 20 Aguero-Torres, H., von Strauss, E., Viitanen, M., et al. Institutionalization in the elderly: The role of chronic diseases and dementia. Cross-sectional and longitudinal data from a population-based study. J Clin Epidemiol 54 (2001), 795–801.
21. 21 Smith, G.E., O'Brien, P.C., Ivnik, R.J., et al. Prospective analysis of risk factors for nursing home placement of dementia patients. Neurology 57 (2001), 1467–1473.
22. 22 Smith, G.E., Kokmen, E., O'Brien, P.C., Risk factors for nursing home placement in a population-based dementia cohort. J Am Geriatr Soc 48 (2000), 519–525.
23. 23 Drame, M., Lang, P.O., Jolly, D., et al. Nursing home admission in elderly subjects with dementia: Predictive factors and future challenges. J Am Med Dir Assoc 13 (2012), 83.e17–83.e20.
24. 24 Gaugler, J.E., Yu, F., Krichbaum, K., et al. Predictors of nursing home admission for persons with dementia. Med Care 47 (2009), 191–198.
25. 25 Luppa, M., Luck, T., Weyerer, S., et al. Prediction of institutionalization in the elderly. A systematic review. Age Ageing 39 (2010), 31–38.
26. 26 Habermann, S., Cooper, C., Katona, C., et al. Predictors of entering 24-h care for people with Alzheimer's disease: Results from the LASER-AD study. Int J Geriatr Psychiatry 24 (2009), 1291–1298.
27. 27 Severson, M.A., Smith, G.E., Tangalos, E.G., et al. Patterns and predictors of institutionalization in community-based dementia patients. J Am Geriatr Soc 42 (1994), 181–185.
28. 28 Banaszak-Holl, J., Fendrick, A.M., Foster, N.L., et al. Predicting nursing home admission: Estimates from a 7-year follow-up of a nationally representative sample of older Americans. Alzheimer Dis Assoc Disord 118 (2004), 83–89.
29. 29 Norton, E.C., Carroll, N.W., Miller, M.M., et al. Computing risks ratios from data with complex survey design. Health Serv Outcomes Res Method 14 (2014), 3–14.
30. 30 Norton, E.C., Miller, M.M., Kleinman, L.C., Computing adjusted risks ratios and risk differences in Stata. Stata J 13 (2013), 492–509.
31. 31 Kleinman, L.C., Norton, E.C., What's the risk? A simple approach for estimating adjusted risk measures from nonlinear models including logistic regression. Health Serv Res 44 (2009), 288–302.
32. 32 Abizanda, P., Romero, L., Sanchez-Jurado, P.M., et al. Age, frailty, disability, institutionalization, multimorbidity or comorbidity. Which are the main targets in older adults?. J Nutr Health Aging 18 (2014), 622–627.
33. 33 Van Rensbergen, G., Nawrot, T., Medical conditions of nursing home admissions. BMC Geriatr, 10, 2010, 46.
34. 34 Nihtila, E.K., Martikainen, P.T., Koskinen, S.V.P., et al. Chronic conditions and the risk of long-term institutionalization among older people. Eur J Public Health 98 (2007), 77–84.
35. 35 Rechel, B., Grundy, E., Robine, J.M., et al. Ageing in the European Union. Lancet 381 (2013), 1312–1322.
36. 36 Russell, L.B., Valiyeva, E., Roman, S., et al. Hospitalizations, nursing home admissions, and death attributable to diabetes. Diabetes Care 28 (2005), 1611–1617.
37. 37 Steenland, K., Armstrong, B., An overview of methods for calculating the burden of disease due to specific risk factors. Epidemiology 17 (2006), 512–519.
38. 38 Dal Grande, E., Fullerton, S., Taylor, A.W., Reliability of self-reported health risk factors and chronic conditions questions collected using the telephone in South Australia, Australia. BMC Med Res Method, 12, 2012, 108.
39. 39 Goebeler, S., Jylhä, M., Hervonen, A., Self-reported medical history and self-rated health at age 90. Agreement with medical records. Aging Clin Exp Res 19 (2007), 213–219.
40. 40 International Diabetes Federation. Managing older people with type 2 diabetes. A global guideline. 2013, International Diabetes Federation, Brussels (Belgium).