Prediction of the Economic Cost of Individual Long-Term Care in the Spanish Population

Pensions together with savings and investments during active life are key elements of retirement planning. Motivation for personal choices about the standard of living, bequest and the replacement ratio of pension with respect to last salary income must be considered. This research contributes to the financial planning by helping to quantify long-term care economic needs. We estimate life expectancy from retirement age onwards. The economic cost of care per unit of service is linked to the expected time of needed care and the intensity of required services. The expected individual cost of long-term care from an onset of dependence is estimated separately for men and women. Assumptions on the mortality of the dependent people compared to the general population are introduced. Parameters defining eligibility for various forms of coverage by the universal public social care of the welfare system are addressed. The impact of the intensity of social services on individual predictions is assessed, and a partial coverage by standard private insurance products is also explored. Data were collected by the Spanish Institute of Statistics in two surveys conducted on the general Spanish population in 1999 and in 2008. Official mortality records and life table trends were used to create realistic scenarios for longevity. We find empirical evidence that the public long-term care system in Spain effectively mitigates the risk of incurring huge lifetime costs. We also find that the most vulnerable categories are citizens with moderate disabilities that do not qualify to obtain public social care support. In the Spanish case, the trends between 1999 and 2008 need to be further explored.

[1]  D. Sullivan,et al.  A single index of mortality and morbidity. , 1971, HSMHA health reports.

[2]  C. L. Chiang,et al.  The life table and its applications , 1983 .

[3]  John I. McCool,et al.  The Life Table and Its Applications , 1987 .

[4]  A. Giovannini,et al.  European Financial Integration , 1992 .

[5]  Term structure of interest rate , 1998 .

[6]  Steven Haberman,et al.  Actuarial Models for Disability Insurance , 2018 .

[7]  M. Knapp,et al.  Funding long-term care: the public and private options , 2002 .

[8]  Montserrat Guillén,et al.  A Multiple State Model for Disability Using the Decomposition of Death Probabilities and Cross-Sectional Data , 2005 .

[9]  Anna Matas,et al.  Economic Development and Changes in Car Ownership Patterns , 2006 .

[10]  Jordi Suriñach i Caralt,et al.  Patrones de publicación internacional (ssci) de los autores afiliados a universidades españolas, en el ámbito económico-empresarial (1994-2004) , 2006 .

[11]  Agustí Segarra-Blasco,et al.  PRODUCTIVITY GROWTH AND COMPETITION IN SPANISH MANUFACTURING FIRMS: WHAT HAS HAPPENED IN RECENT YEARS? , 2006 .

[12]  Pere Castells,et al.  The Choice of Banking Firm: Are the Interest Rate a Significant Criteria? , 2006 .

[13]  J. R. Bara,et al.  Capital humano: un análisis comparativo Catalunya - España , 2006 .

[14]  Dennis J. Snower,et al.  The macroeconomics of the labor market: three fundamental views , 2006, SSRN Electronic Journal.

[15]  Xavier Fageda,et al.  Factors explaining local privatization: a meta-regression analysis , 2006 .

[16]  Equity and efficiency in funding long-term care from an EU perspective , 2006, Journal of Public Health.

[17]  Veneta Andonova,et al.  Political Institutions and the Development of Telecomunications , 2006 .

[18]  J. Nielsen,et al.  Multiplicative Hazard Models for Studying the Evolution of Mortality , 2006, Annals of Actuarial Science.

[19]  Francesc Trillas,et al.  Productive Efficiency and Regulatory Reform: The Case of Vehicle Inspection Services , 2006 .

[20]  Raúl Ramos Lobo,et al.  Supervised regionalization methods: A survey , 2006 .

[21]  Daniel Sol,et al.  Lowering blood alcohol content levels to save lives the european experience , 2008 .

[22]  Laura Fernández-Villadangos Are Two-Part Tariffs Efficient When Consumers Plan Ahead?: An Empirical Study , 2006 .

[23]  Hector Sala,et al.  The Macroeconomics of the Labor Market: Three Fundamental Views , 2006 .

[24]  Raul Ramos,et al.  Job Losses, Outsourcing and Relocation: Empirical Evidence Using Microdata , 2006, SSRN Electronic Journal.

[25]  Vicente Royuela,et al.  Economía Urbana Y Calidad De Vida. Una Revisión Del Estado Del Conocimiento En España (Urban Economics and Quality of Life. A Survey of the State-of-the-Art in Spain) , 2006 .

[26]  Manuela Alcañiz,et al.  Calculation of the Variance in Surveys of the Economic Climate , 2006 .

[27]  Jens Perch Nielsen,et al.  Time-varying effects when analysing customer lifetime duration: application to the insurance market , 2006 .

[28]  P. Claeys,et al.  Fiscal Sustainability across Government Tiers: An Assessment of Soft Budget Constraints , 2007 .

[29]  Rosina Moreno,et al.  Has concentration evolved similarly in manufacturing and services? A sensitivity analysis , 2007 .

[30]  Xavier Fageda,et al.  Privatization and regulation of toll motorways in europe , 2007 .

[31]  C. Álvarez-Albelo,et al.  Explaining High Economic Growth in Small Tourism Countries with a Dynamic General Equilibrium Model , 2007 .

[32]  Daniel Albalate,et al.  Shifting Death to Their Alternatives: The Case of Toll Motorways , 2007 .

[33]  Adriana Sánchez Hugalde INFLUENCIA DE LA INMIGRACIÓN EN LA ELECCIÓN ESCOLAR a , 2007 .

[34]  José-Luis Raymond,et al.  Una propuesta de evaluación de las externalidades de capital humano en la empresa , 2007 .

[35]  Mauro Mediavilla,et al.  Evaluating the Impact of Public Subsidies on a Firm's Performance: A Quasi-Experimental Approach , 2007 .

[36]  Mercedes Teruel,et al.  Barriers to Innovation and Public Policy in Catalonia , 2007 .

[37]  José María Durán Cabré,et al.  An empirical analysis of wealth taxation: Equity vs. tax compliance , 2007 .

[38]  ANÁLISIS DE SUS DETERMINANTES , 2007 .

[39]  Agustí Segarra-Blasco,et al.  Innovation Sources and Productivity: A Quantile Regression Analysis , 2007 .

[40]  Anna Matas,et al.  Cross-Section Data, Disequilibrium Situations and Estimated Coefficients: Evidence from Car Ownership Demand , 2007 .

[41]  Rosina Moreno,et al.  Decomposing Differences in Total Factor Productivity Across Firm Size , 2007 .

[42]  Montserrat Guillén Estany,et al.  The New Responsibilities of Social Sciences in Aging Societies: The Case of Spain , 2007 .

[43]  Vicente Royuela,et al.  Is the influence of quality of life on urban growth non-stationary in space? A case study of Barcelona , 2007 .

[44]  Jordi Jofre-Monseny,et al.  Tax Differentials and Agglomeration Economies in Intraregional Firm Location , 2007 .

[45]  Rosina Moreno,et al.  Do innovation and human capital explain the productivity gap between small and large firms , 2007 .

[46]  Juan C. Duque,et al.  Supervised Regionalization Methods: A Survey , 2007 .

[47]  G. Bel,et al.  Comparison of Recent Toll Road Concession Transactions in the United States and France , 2007 .

[48]  Jordi Suriñach,et al.  Patrones De Publicación Internacional (Ssci) De Los Autores Afiliados A Universidades Españolas. En El Ámbito Económico-empresarial (1994-2004) , 2007 .

[49]  Agustí Segarra-Blasco,et al.  Innovation, R&D Spillovers and Productivity: The Role of Knowledge-Intensive Services , 2007 .

[50]  Agustí Segarra i Blasco,et al.  Innovation, R&D Spillovers and Productivity: The Role of Knowledge-Intensive Services , 2007 .

[51]  Jordi Suriñach,et al.  Fiscal sustainability across government tiers , 2007 .

[52]  Josep Lluís Carrion-i-Silvestre,et al.  Another Look at the Null of Stationary RealExchange Rates. Panel Data with Structural Breaks and Cross-section Dependence , 2007 .

[53]  Marta Gómez-Puig,et al.  EU-15 sovereign governments' cost of borrowing after seven years of Monetary Union , 2007 .

[54]  Rosina Moreno,et al.  REGIONAL RETURNS TO PHYSICAL CAPITAL: ARE THEY CONDITIONED BY EDUCATIONAL ATTAINMENT? , 2007 .

[55]  Vicente Royuela,et al.  An analysis of the determinants in Economics and Business publications by Spanish universities between 1994 and 2004 , 2007, Scientometrics.

[56]  Agustí Segarra i Blasco,et al.  Barriers to innovation and public policy in Catalonia , 2007 .

[57]  Vicente Royuela,et al.  The Institutional vs. the Academic Definition of the Quality of Work Life. What is the Focus of the European Commission? , 2008 .

[58]  Peter Claeys,et al.  Estimating the effects of fiscal policy under the budget constraint , 2007 .

[59]  Kevin Dowd,et al.  Modelling and management of mortality risk: a review , 2008 .

[60]  Mercedes Ayuso,et al.  Prediction of individual automobile RBNS claim reserves in the context of Solvency II , 2008 .

[61]  P. Claeys,et al.  Testing the FTPL across government tiers , 2008 .

[62]  Montserrat Guillén,et al.  Long-Term Care: Risk Description of a Spanish Portfolio and Economic Analysis of the Timing of Insurance Purchase , 2008 .

[63]  Anna Matas,et al.  Job Accessibility and Employment Probability , 2008 .

[64]  Anna Matas,et al.  Car Ownership and Access to Jobs in Spain , 2008 .

[65]  Daniel Albalate,et al.  Lowering Blood Alcohol Content Levels to Save Lives: The European Experience , 2008 .

[66]  Francesca Arnaboldi,et al.  Internet Banking in Europe: A Comparative Analysis , 2008 .

[67]  G. Bel,et al.  Intermunicipal cooperation and privatization of solid waste services among small municipalities in Spain , 2008 .

[68]  Daniel Albalate,et al.  Shaping urban traffic patterns through congestion charging: What factors drive success or failure? , 2008 .

[69]  Laia Castany The Role of Firm Size in Training Provision Decisions: evidence from Spain , 2008 .

[70]  Luis Diaz-Serrano,et al.  The Causal Relationship between Individual’S Choice Behavior and Self-Reported Satisfaction: The Case of Residential Mobility in the EU , 2008 .

[71]  Xavier Fageda,et al.  Local privatization, intermunicipal cooperation, transaction costs and political interests: Evidence from Spain , 2008 .

[72]  Rosina Moreno,et al.  DOES HUMAN CAPITAL STIMULATE INVESTMENT IN PHYSICAL CAPITAL? EVIDENCE FROM A COST SYSTEM FRAMEWORK , 2008 .

[73]  M. Artís,et al.  Does Social Capital Reinforce Technological Inputs in the Creation of Knowledge? Evidence from the Spanish Regions , 2011 .

[74]  Alexandrina Stoyanova,et al.  Changes in the demand for private medical insurance following a shift in tax incentives. , 2008, Health economics.

[75]  M. Rico,et al.  Does urban sprawl increase the costs of providing local public services? Evidence from Spanish municipalities , 2008 .

[76]  Raúl Ramos Lobo,et al.  Portabilidad del capital humano y asimilación de los inmigrantes: evidencia para España , 2008 .

[77]  Volodymyr Bilotkach,et al.  Scheduled Service Versus Personal Transportation: The Role of Distance , 2008 .

[78]  Xavier Fageda,et al.  Choosing hybrid organizations for local services delivery: An empirical analysis of partial privatization , 2008 .

[79]  Daniel Montolio,et al.  Assessing the Assignation of Public Subsidies: Do the Experts Choose the Most Efficient R&D Projects? , 2008 .

[80]  E. Crimmins,et al.  Health of Immigrants in European Countries 1 , 2008, The International migration review.

[81]  Xavier Fageda,et al.  Privatization and Competition in the Delivery of Local Services: An Empirical Examination of the Dual Market Hypothesis , 2008 .

[82]  D. Kessler The Long-Term Care Insurance Market , 2008 .

[83]  Christian Durán Weitkamp,et al.  Economic Effects of Road Accessibility in the Pyrenees: User Perspective , 2008 .

[84]  Jordi Suriñach,et al.  Fiscal policy and interest rates: the role of financial and economic integration , 2008 .

[85]  Oriol Tejada,et al.  A theoretical and practical study on linear reforms of dual taxes , 2009 .

[86]  Competition between TV Platforms , 2009 .

[87]  Manuela Pulina,et al.  Tourism and Exports as a means of Growth , 2009 .

[88]  H. D. Castries Ageing and Long-Term Care: Key Challenges in Long-Term Care Coverage for Public and Private Systems , 2009 .

[89]  Raúl Ramos Lobo,et al.  Los salarios de los inmigrantes en el mercado de trabajo español: ¿importa el origen del capital humano? , 2009 .

[90]  F. Manca,et al.  A missing spatial link in institutional quality , 2011 .

[91]  Daniel Albalate,et al.  Exploring Determinants of Urban Motorcycle Accident Severity: The Case of Barcelona , 2009 .

[92]  Daniel Albalate Social Preferences and Transport Policy:The case of US speed limits , 2009 .

[93]  M. Callejón,et al.  The Black Box of Business Dynamics , 2009 .

[94]  Raquel Ortega-Argilés,et al.  Evidence on the role of ownership structure on firms' innovative performance , 2009 .

[95]  Montserrat Guillén,et al.  Health Care Utilization Among Immigrants and Native-Born Populations in 11 European Countries. Results from the Survey of Health, Ageing and Retirement in Europe , 2009 .

[96]  Daniel Albalate,et al.  Factors explaining urban transport systems in large European cities: A cross-sectional approach , 2009 .

[97]  A. Manresa,et al.  The International Trade as the Sole Engine of Growth for an Economy , 2009 .

[98]  Agustí Segarra‐Blasco,et al.  Small Firms, Growth and Financial Constraints , 2009 .

[99]  Xavier Fageda,et al.  Empirical analysis of solid management waste costs: Some evidence from Galicia, Spain , 2009 .

[100]  Germà Bel,et al.  THE FIRST PRIVATIZATION POLICY IN A DEMOCRACY: SELLING STATE-OWNED ENTERPRISES IN 1948-1950 PUERTO RICO , 2009 .

[101]  Ernest Miguélez,et al.  Scientists on the move: tracing scientists mobility and its spatial distribution , 2009 .

[102]  Factors explaining local privatization: a meta-regression analysis , 2009 .

[103]  Xavier Fageda,et al.  ¿Por qué se privatizan servicios en los municipios (pequeños)?Evidencia empírica sobre residuos sólidos y agua , 2009 .

[104]  C. Álvarez-Albelo,et al.  The Commons and Anti-Commons Problems in the Tourism Economy , 2009 .

[105]  Miguel Santolino,et al.  Modelling the disability severity score in motor insurance claims: an application to the Spanish case , 2009 .

[106]  Raimondo Manca,et al.  Full backward non-homogeneous semi-Markov processes for disability insurance models: A Catalunya real data application , 2009 .

[107]  J. Forder,et al.  How can European states design efficient, equitable and sustainable funding systems for long-term care for older people? , 2009 .

[108]  A. Lucena The Antecedents and Innovation Consequences of Organizational Search: Empirical Evidence for Spain , 2009 .

[109]  Josep Lluís Carrion-i-Silvestre,et al.  Panel data stochastic convergence analysis of the Mexican regions , 2009 .

[110]  Amy N. Finkelstein The Private Market for Long-Term Care Insurance in the United States: A Review of the Evidence , 2009 .

[111]  Fabio Manca,et al.  Technology Catching-up and the Role of Institutions , 2009 .

[112]  Human Capital Spillovers, Productivity and Regional Convergence in Spain , 2009 .

[113]  Elisabet Motellón,et al.  Human Capital and Regional Wage Gaps , 2012 .

[114]  F. Manca Appropriate IPRs, Human Capital Composition and Economic Growth , 2009 .

[115]  Tomás del Barrio Castro,et al.  The Determinants of University Patenting: Do Incentives Matter? , 2009 .

[116]  A. Ollé Inter-regional redistribution through infrastructure investment: tactical or programmatic? , 2009 .

[117]  Antonio Afonso,et al.  Fiscal regime shifts in Portugal , 2009 .

[118]  J. Forder,et al.  Analysing the costs and benefits of social care funding arrangments in England: technical report (PSSRU Discussion Paper 2644) , 2009 .

[119]  J. Forder,et al.  Analysing the costs and benefits of social care funding arrangements in England: technical report , 2009 .

[120]  J. Borrell,et al.  Assessing Excess Profits from Different Entry Regulations , 2009 .

[121]  Henri de Castries Ageing and Long-Term Care: Key Challenges in Long-Term Care Coverage for Public and Private Systems , 2009 .

[122]  Jordi Perdiguero,et al.  (No) Competition in the Spanish Retailing Gasoline Market: A Variance Filter Approach , 2009 .

[123]  D. Karlis,et al.  Modelling Dependence in a Ratemaking Procedure with Multivariate Poisson Regression Models , 2010 .

[124]  Francisco Mas-Verdú,et al.  Which Firms Want PhDs? The Effect of the University-Industry Relationship on the PhD Labour Market , 2010 .

[125]  Montserrat Guillén,et al.  An Introduction to Parametric and Non-Parametric Models for Bivariate Positive Insurance Claim Severity Distributions , 2010 .

[126]  G. Bel,et al.  Speed limit laws in America: Economics, politics and geography , 2010 .

[127]  Miquel-Àngel Garcia-López The Accessibility City - When Transport Infrastructure Matters in Urban Spatial Structure , 2010 .

[128]  Xavier Fageda,et al.  Is Private Production of Public Services Cheaper Than Public Production? A Meta-Regression Analysis of Solid Waste and Water Services. , 2010 .

[129]  R. Ramos,et al.  Is the Wage Curve Formal or Informal? Evidence for Columbia , 2010, SSRN Electronic Journal.

[130]  Jean-Philippe Boucher,et al.  Discrete distributions when modeling the disability severity score of motor victims. , 2010, Accident Analysis and Prevention.

[131]  Daniel Albalate,et al.  Urban transport governance reform in Barcelona , 2010 .

[132]  Raúl Ramos,et al.  Movilidad ocupacional de los inmigrantes en una economía de bajas cualificaciones. El caso de España , 2010 .

[133]  Volodymyr Bilotkach,et al.  Scheduled Service Versus Personal Transportation: The Role of Distance , 2010 .

[134]  Xavier Fageda,et al.  Price rivalry in airline markets: a study of a successful strategy of a network carrier against a low-cost carrier , 2011 .

[135]  Vicente Royuela Mora,et al.  La reforma de la contratación en el mercado de trabajo: entre la flexibilidad y la seguridad , 2010 .

[136]  Eileen M. Crimmins,et al.  Changing mortality and morbidity rates and the health status and life expectancy of the older population , 1994, Demography.

[137]  Rosina Moreno,et al.  Research Networks and Inventors' Mobility as Drivers of Innovation: Evidence from Europe , 2013 .

[138]  D. Stevenson,et al.  The complementarity of public and private long-term care coverage. , 2010, Health affairs.

[139]  Jaime Martinez Martin On the Dynamics of Exports and FDI: The Spanish Internationalization Process , 2010 .

[140]  Miguel Santolino,et al.  Determinants of the decision to appeal against motor bodily injury judgements made by Spanish trial courts , 2010 .

[141]  A. D. Paolo,et al.  Language Knowledge and Earnings in Catalonia , 2010 .

[142]  INTERCONTINENTAL FLIGHTS FROM EUROPEAN AIRPORTS: TOWARDS HUB CONCENTRATION OR NOT? , 2010 .

[143]  G. Bel 1against the Mainstream: Nazi Privatization in 1930s Germany , 2010 .

[144]  Métodos de cálculo de la gravedad de la discapacidad , 2010 .

[145]  H. Gleckman LONG-TERM CARE FINANCING REFORM: LESSONS FROM THE U.S. AND ABROAD , 2010 .

[146]  A. D. Paolo,et al.  Parental Education and Family Characteristics: Educational Opportunities Across Cohorts in Italy and Spain , 2010 .

[147]  Xavier Fageda,et al.  Similar problems, different solutions: comparing refuse collection in the Netherlands and Spain. , 2008, Public administration.

[148]  V. Mor,et al.  Reforming long-term care in the United States: findings from a national survey of specialists. , 2010, The Gerontologist.

[149]  Xavier Fageda,et al.  Does privatization spur regulation? Evidence from the regulatory reform of European airports , 2010 .

[150]  Mercedes Ayuso,et al.  Commitment and Lapse Behavior in Long‐Term Insurance: A Case Study , 2011 .

[151]  Research networks and scientific production in Economics: The recent Spanish Experience Las redes de investigación y la producción científica en economía: La experiencia española reciente , 2011 .

[152]  María Bruquetas-Callejo,et al.  The case of Spain , 2011 .

[153]  Jaime Martínez-Martín General equilibrium long-run determinants for Spanish FDI: a spatial panel data approach , 2011 .

[154]  F. Manca Human Capital Composition and Economic Growth at the Regional Level , 2012 .

[155]  R. Ramos,et al.  Regional Economic Growth and Human Capital: The Role of Over-education , 2012 .

[156]  J. Raymond,et al.  Traffic forecasts under uncertainty and capacity constraints , 2012 .

[157]  Language Knowledge and Earnings in Catalonia , 2012 .

[159]  G. Bel,et al.  Institutional determinants of military spending , 2012 .