Abstract
Objective
An increasing number of persons across the world require long-term care (LTC). In Spain, access to LTC involves individuals incurring out-of-pocket (OOP) expenditure. There is a large body of literature on the incidence of catastrophic OOP payments in access and participation in health systems, but not in the field of LTC nor the determinants of these expenses. Our aim was to analyse the socio-demographic and economic factors associated with different levels of catastrophic LTC expenditure in the form of private out-of-pocket payments among dependent persons in Spain.
Materials and methods
The study used the Spanish Disability and Dependency Survey (SDDS) conducted by the Spanish National Statistics Institute to obtain the socioeconomic, demographic and health profiles. The households were classified into those below the poverty threshold and those above the threshold of catastrophe, using measures of impoverishment and catastrophe. We estimated two logistic regression models, one binary (impoverishment) and one ordinal (catastrophe).
Results
The results show that OOP expenditure on LTC increases the probability of impoverishment by 18.90%. The factors associated with higher probability of experiencing catastrophe were age, being single, widowed or separated, lower levels of household income and education, higher level of dependence and living in an autonomous community with lower per capita income.
Conclusions
These findings highlight the need to include exemptions or insurance in the design of LTC policies to protect dependent persons from the risk of financial burden.
This is a preview of subscription content, access via your institution.
References
European Commission: The 2015 Ageing Report: Economic and budgetary projections for the 28 EU Member States (2013–2060). Directorate-General for Economic and Financial Affairs, Economic Policy Committee (AWG) 3, (2015)
World Health Organization: World report on ageing and health. World Health Organization, Geneva (2015)
Brodsky, J., Habib, J., Hirschfeld, M.J.: Key policy issues in long-term care. World Health Organization, Geneva (2003)
Colombo, F., Nozal, A.L., Mercier, J., Tjadens, F.: OECD health policy studies help wanted? Providing and paying for long-term care: providing and paying for long-term care, vol. 2011. OECD Publishing, Washington (2011)
Economic and Social Council of Spain: Memoria sobre la situación socioeconómica y laboral de España 2016. (2017)
Institute of Elderly and Social Services of Spain: Statistics Service of Attached General Department of Value, Quality and evaluation of the system to autonomy and dependence care. http://www.dependencia.imserso.gob.es/dependencia_01/info_d/index.htm (2017). Accessed 28 Feb 2018
OECD: Statistics OCDE. Health data. Available at https://stats.oecd.org/ (2016). Accessed 14 Sept 2017
World Health Organization: World Health Statistics 2016: Monitoring Health for the SDGs Sustainable Development Goals. World Health Organization, Washington (2016)
Wagstaff, A., van Doorslaer, E.: Catastrophe and impoverishment in paying for health care: with applications to Vietnam 1993–1998. Health. Econ. 12(11), 921–934 (2003). https://doi.org/10.1002/hec.776
Kolasa, K., Kowalczyk, M.: Does cost sharing do more harm or more good?-a systematic literature review. BMC. Public. Health. 16(1), 992 (2016)
Alam, K., Mahal, A.: Economic impacts of health shocks on households in low and middle income countries: a review of the literature. Global. Health. 10(1), 21 (2014)
Elgazzar, H., Raad, F.: Health, nutrition and population (HNP) Discussion Paper. Out-of-pocket health spending and equity implications in the Middle East and North Africa. Who Pays? Washington, DC: The World Bank. (2010)
Chuma, J., Maina, T.: Catastrophic health care spending and impoverishment in Kenya. BMC. Health. Serv. Res. 12, 413 (2012)
Knaul, F.M., Wong, R., Arreola-Ornelas, H., Méndez, O., Bitran, R., Campino, A.C., Flórez Nieto, C.E., Giedion, U., Maceira, D., Rathe, M.: Household catastrophic health expenditures: a comparative analysis of twelve Latin American and Caribbean Countries. Salud. Publica. Mex. 53(Suppl 2), 85–95 (2011)
Boing, A.C., Bertoldi, A.D., Barros, A.J., Posenato, L.G., Peres, K.G.: Socioeconomic inequality in catastrophic health expenditure in Brazil. Rev. Saude. Publica. 48(4), 632–641 (2014)
Kronenberg, C., Barros, P.P.: Catastrophic healthcare expenditure—drivers and protection: the Portuguese case. Health. Policy. 115(1), 44–51 (2014)
Grigorakis, N., Floros, C., Tsangari, H., Tsoukatos, E.: Out of pocket payments and social health insurance for private hospital care: evidence from Greece. Health. Policy. 120(8), 948–959 (2016)
Xu, K., Evans, D.B., Kawabata, K., Zeramdini, R., Klavus, J., Murray, C.J.: Household catastrophic health expenditure: a multicountry analysis. Lancet 362(9378), 111–117 (2003)
Xu, K., Evans, D.B., Carrin, G., Aguilar-Rivera, A.M., Musgrove, P., Evans, T.: Protecting households from catastrophic health spending. Health. Aff. 26(4), 972–983 (2007). (Millwood)
Brown, M.L., Yabroff, K.R.: Economic impact of cancer in the United States. In: Schottenfeld, D., Faumeni, J. (eds.) Cancer epidemiology and prevention, pp. 202–214. Oxford University Press, New York (2006)
Pisu, M., Azuero, A., McNees, P., Burkhardt, J., Benz, R., Meneses, K.: The out of pocket cost of breast cancer survivors: a review. J. Cancer. Surviv. 4(3), 202–209 (2010)
Jan, S., Lee, S.W., Sawhney, J.P., Ong, T.K., Chin, C.T., Kim, H.S., Krittayaphong, R., Nhan, V.T., Itoh, Y., Huo, Y.: Catastrophic health expenditure on acute coronary events in Asia: a prospective study. Bull. World. Health. Organ. 94(3), 193–200 (2016)
Negin, J., Randell, M., Raban, M.Z., Nyirenda, M., Kalula, S., Madurai, L., Kowal, P.: Health expenditure and catastrophic spending among older adults living with HIV. Glob. Public. Health. 12(10), 1–15 (2016)
Xin, X.-X., Guan, X.-D., Shi, L.-W.: Catastrophic expenditure and impoverishment of patients affected by 7 rare diseases in China. Orphanet. J. Rare. Dis. 11(1), 74 (2016)
Kien, V.D., Van Minh, H., Giang, K.B., Dao, A., Ng, N.: Socioeconomic inequalities in catastrophic health expenditure and impoverishment associated with non-communicable diseases in urban Hanoi, Vietnam. Int. J. Equity. Health. 15(1), 169 (2016)
Choi, J.W., Cho, K.H., Choi, Y., Han, K.T., Kwon, J.A., Park, E.C.: Changes in economic status of households associated with catastrophic health expenditures for cancer in South Korea. Asian. Pac. J. Cancer. Prev. 15(6), 2713–2717 (2014)
Brinda, E.M., Kowal, P., Attermann, J., Enemark, U.: Health service use, out-of-pocket payments and catastrophic health expenditure among older people in India: the WHO Study on global AGEing and adult health (SAGE). J. Epidemiol. Community. Health. 69(5), 489–494 (2015)
Choi, J.W., Choi, J.W., Kim, J.H., Yoo, K.B., Park, E.C.: Association between chronic disease and catastrophic health expenditure in Korea. BMC. Health. Serv. Res. 15, 26 (2015). https://doi.org/10.1186/s12913-014-0675-1
Htet, S., Alam, K., Mahal, A.: Economic burden of chronic conditions among households in Myanmar: the case of angina and asthma. Health. Policy. Plan. 30(9), 1173–1183 (2015)
Wang, Z., Li, X., Chen, M.: Catastrophic health expenditures and its inequality in elderly households with chronic disease patients in China. Int. J. Equity. Health. 14, 8 (2015)
Arsenijevic, J., Pavlova, M., Rechel, B., Groot, W.: Catastrophic health care expenditure among older people with chronic diseases in 15 European countries. PloS. One. 11(7), e0157765 (2016)
Lee, J.E., Shin, H.I., Do, Y.K., Yang, E.J.: Catastrophic health expenditures for households with disabled members: evidence from the Korean health panel. J. Korean. Med. Sci. 31(3), 336–344 (2016)
Choi, J.W., Shin, J.Y., Cho, K.H., Nam, J.Y., Kim, J.Y., Lee, S.G.: Medical security and catastrophic health expenditures among households containing persons with disabilities in Korea: a longitudinal population-based study. Int. J. Equity. Health. 15(1), 119 (2016)
Muir, T.: Measuring social protection for long-term care. OECD Health Working Papers 93: (2017)
Del Pozo-Rubio, R., Pardo-Garcia, I., Escribano-Sotos, F.: The co-payment of the dependence from the structural reform of 2012 in Spain. Gac. Sanit. 31(1), 23–29 (2017)
Del Pozo Rubio, R., Escribano Sotos, F., Moya Martínez, P., Mínguez Salido, P., Pardo García, I.: El copago en dependencia en el actual contexto socioeconómico: ¿carácter recaudador y eficiente o factor de riesgo de empobrecimiento de las familias? Comunicación en las XXXV Jornadas de AES; 18 junio 2015; Granada, España. (2015)
National Statistics Institute of Spain: Spanish Disability and Dependency Survey 2008. Methodology (2008). Available in http://www.ine.es/metodologia/t15/t1530418.pdf
Official Bulletin State: Act 39/2006 of 14th December on Promotion of personal autonomy and assistance for persons in a situation of dependency (2006)
Tomini, S.M., Packard, T.G., Tomini, F.: Catastrophic and impoverishing effects of out-of-pocket payments for health care in Albania: evidence from Albania Living Standards Measurement Surveys 2002, 2005 and 2008. Health. Policy. Plan. 28(4), 419–428 (2012)
Stiglitz, J.E.: Economics of the public sector. WW Norton & Company Ltd., New York (2000)
Fahrmeir, L., Kneib, T., Lang, S., Marx, B.: Regression: models, methods and applications. Springer, Berlin (2013)
Wooldridge, J.M.: Econometric analysis of cross section and panel data. The MIT Press, Cambridge (2010)
Angrist, J.D., Pischke, J.S.: Mostly harmless econometrics: an empiricist’s companion. Princeton University Press, New Jersey (2008)
Long, J.S., Freese, J.: Regression models for categorical dependent variables using Stata, 2nd edn. Stata Press, College Station (2006)
Williams, R.: Generalized ordered logit/partial proportional odds models for ordinal dependent variables. Stata. J. 6(1), 58 (2006)
García-Gómez, P., Hernández-Quevedo, C., Jiménez-Rubio, D., Oliva-Moreno, J.: Inequity in long-term care use and unmet need: two sides of the same coin. J. Health. Econ. 39, 147–158 (2015)
Hernandez Quevedo, C., Jimenez Rubio, D.: Inequity in the use of health and social care services for disabled individuals in Spain. Gac. Sanit. 25(Suppl 2(5), 85–92 (2011)
Del Pozo-Rubio, R., Escribano-Sotos, F.: Coste agregado e individual esperado de la Ley de Dependencia en España a partir de los modelos de simulación de Monte Carlo y Multi-Estado de Discapacidad. Hacienda. Pública. Esp. 204, 85–110 (2013)
National Institute of Statistics of Spain: Demography and Society. Statistics of the Continuous Census (2018)
Abellán García, A., Esparza Catalán, C., Pérez Díaz, J.: Evolución y estructura de la población en situación de dependencia/Evolution and structure of dependent people. Cuadernos. de. Relaciones. Laborales. 29(1), 43 (2011)
Acknowledgements
This study has been funded by the XXXIII Edition Grant Spanish Association of Health Economics and Bayer HealthCare and the Spanish State Programme of R + D + I ECO2013-48217-C2-2-R and ECO2017-83771-C3-1-R.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
The authors of this manuscript have no conflicts of interest.
Additional information
Publisher’s Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Electronic supplementary material
Below is the link to the electronic supplementary material.
Rights and permissions
About this article
Cite this article
del Pozo-Rubio, R., Mínguez-Salido, R., Pardo-García, I. et al. Catastrophic long-term care expenditure: associated socio-demographic and economic factors. Eur J Health Econ 20, 691–701 (2019). https://doi.org/10.1007/s10198-019-01031-8
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10198-019-01031-8
Keywords
- Catastrophic
- Long-term care
- Out-of pocket
- Dependence
JEL Classification
- G38
- I38
- J14