Should i stay or should i go home? A latent class analysis of a discrete choice experiment on hospital-At-home

Value in Health

Volumn 17, Issue 5, 2014, Pages 588-596

  Goossens, Lucas M A ^a   Utens, Cecile M A ^b,c   Smeenk, Frank W J M ^c   Donkers, Bas ^d   Van Schayck, Onno C P ^b   Rutten Van Mölken, Maureen P M H ^a  

^a ERASMUS UNIVERSITY ROTTERDAM   (Netherlands)

^b MAASTRICHT UNIVERSITY   (Netherlands)

^c CATHARINA HOSPITAL   (Netherlands)

^d ERASMUS UNIVERSITY ROTTERDAM   (Netherlands)

Author keywords

COPD; discrete choice experiment; hospital at home; latent class conditional logit

Indexed keywords

ARTICLE; CAREGIVER; CAREGIVER BURDEN; CHRONIC OBSTRUCTIVE LUNG DISEASE; COMPARATIVE STUDY; CONTROLLED STUDY; COST EFFECTIVENESS ANALYSIS; DISEASE EXACERBATION; HEALTH ECONOMICS; HEALTH STATUS; HOME CARE; HOSPITAL ADMISSION; HOSPITAL CARE; HOSPITAL DISCHARGE; HOSPITAL PATIENT; HUMAN; MAJOR CLINICAL STUDY; NETHERLANDS; PATIENT PREFERENCE; PRIORITY JOURNAL; PROFESSIONAL PRACTICE;

COPD; DISCRETE CHOICE EXPERIMENT; HOSPITAL-AT-HOME; LATENT-CLASS CONDITIONAL LOGIT;

CAREGIVERS; CHOICE BEHAVIOR; COST-BENEFIT ANALYSIS; HOME CARE SERVICES; HOSPITALIZATION; HUMANS; LOGISTIC MODELS; NETHERLANDS; PATIENT DISCHARGE; PATIENT PREFERENCE; PILOT PROJECTS; PULMONARY DISEASE, CHRONIC OBSTRUCTIVE; QUESTIONNAIRES; TIME FACTORS;

EID: 84906239888     PISSN: 10983015     EISSN: 15244733     Source Type: Journal    
DOI: 10.1016/j.jval.2014.05.004     Document Type: Article

References (31)

1. Global Initiative for Chronic Obstructive Lung Disease. Global strategy for the diagnosis, management and prevention of COPD (Updated 2014). Available from: http://www.goldcopd.com. [Accessed June 20, 2013].
2. M. Hoogendoorn, T.L. Feenstra, and R.T. Hoogenveen et al. Association between lung function and exacerbation frequency in patients with COPD Int J Chron Obstruct Pulmon Dis 5 2010 435 444
3. J.R. Hurst, J. Vestbo, and A. Anzueto et al. Susceptibility to exacerbation in chronic obstructive pulmonary disease N Engl J Med 363 2010 1128 1138
4. B.R. Celli, and W. MacNee ATS/ERS Task Force. Standards for the diagnosis and treatment of patients with COPD: a summary of the ATS/ERS position paper Eur Respir J 23 2004 932 946
5. R.W. Dal Negro, S. Tognella, and R. Tosatto et al. Costs of chronic obstructive pulmonary disease (COPD) in Italy: the SIRIO study (social impact of respiratory integrated outcomes) Respir Med 102 2008 92 101
6. M. Miravitlles, C. Murio, T. Guerrero, and R. Gisbert Costs of chronic bronchitis and COPD: a 1-year follow-up study Chest 123 2003 784 791
7. R. Nielsen, A. Johannessen, and B. Benediktsdottir et al. Present and future costs of COPD in Iceland and Norway: results from the BOLD study Eur Respir J 34 2009 850 857
8. J.B. Oostenbrink, and M.P. Rutten-van Molken Resource use and risk factors in high-cost exacerbations of COPD Respir Med 98 2004 883 891
9. E.L. Toy, K.F. Gallagher, and E.L. Stanley et al. The economic impact of exacerbations of chronic obstructive pulmonary disease and exacerbation definition: a review COPD 7 2010 214 228
10. R.E. Jordan, J.I. Hawker, and J.G. Ayres et al. Effect of social factors on winter hospital admission for respiratory disease: a case-control study of older people in the UK Br J Gen Pract 58 2008 400 402
11. S. Shepperd, H. Doll, and R.M. Angus et al. Admission avoidance hospital at home Cochrane Database Syst Rev 2008 CD007491
12. S. Shepperd, H. Doll, and J. Broad et al. Early discharge hospital at home Cochrane Database Syst Rev 2009 CD000356
13. C.M. Utens, L.M.A. Goossens, and F.W.J.M. Smeenk et al. Early assisted discharge with community nursing for chronic obstructive pulmonary disease exacerbations: results of a randomised controlled trial BMJ Open 2 2012 e001684
14. L.M.A. Goossens, C.M.A. Utens, and F.W.J.M. Smeenk et al. Cost-effectiveness of early assisted discharge for COPD exacerbations in the Netherlands Value Health 16 2013 517 528
15. M. Ryan, and S. Farrar Using conjoint analysis to elicit preferences for health care BMJ 320 2000 1530 1533
16. E.W. de Bekker-Grob, M. Ryan, and K. Gerard Discrete choice experiments in health economics: a review of the literature Health Econ 21 2012 145 172
17. D. McFadden Economic choices Am Econ Rev 91 2001 351 378
18. D. McFadden Conditional logit analysis of qualitative choice behavior P. Zarembka, Frontiers of Econometrics 1974 Academic Press New York
19. K.E. Train Discrete Choice Methods with Simulation 2nd ed. 2009 Cambridge University Press New York
20. D.G. Fiebig, M.P. Keane, J. Louviere, and N. Wasi The generalized multinomial logit model: accounting for scale and coefficient heterogeneity Marketing Sci 29 2010 393 421
21. S. Hess, M. Ben-Akiva, D. Gopinath, and J. Walker Advantages of latent class over continuous mixture of Logit models. Working paper Institute for Transport Studies, University of Leeds 2011
22. J.L. Louviere What you don't know might hurt you: some unresolved issues in the design and analysis of discrete choice experiments Environ Resour Econ 34 2006 173 188
23. A.R. Hole Modelling heterogeneity in patients' preferences for the attributes of a general practitioner appointment J Health Econ 27 2008 1078 1094
24. N. Guo, C.A. Marra, and J.M. FitzGerald et al. Patient preference for latent tuberculosis infection preventive treatment: a discrete choice experiment Value Health 14 2011 937 943
25. R.L. Andrews, and I.S. Currim A comparison of segment retention criteria for finite mixture logit models J Marketing Res 40 2003 235 243
26. A. Skrondal, and S. Rabe-Hesketh Generalized Latent Variable Modeling: Multilevel Longitudinal and Structural Equation Models 2004 Chapman & Hall/CRC Boca Raton
27. A. Skrondal, and S. Rabe-Hesketh Multilevel logistic regression for polytomous data and rankings Psychometrika 68 2003 267 287
28. Y. Gu, A.R. Hole, and S. Knox Fitting the generalized multinomial logit model in Stata Stata J 13 2013 382-297
29. A.R. Hole Fitting mixed logit models by using maximum simulated likelihood Stata J 7 2007 388 401
30. Revelt D, Train KE. Customer-specific taste parameters and mixed logit: households' choice of electric supplier. Working paper. University of California, Berkeley, 2000.
31. W.H. Greene, and D.A. Hensher A latent class model for discrete choice analysis: contrasts with mixed logit Transport Res B-Meth 37 2003 681 698