Life expectancy and health expenditure evolution in Eastern Europe—DiD and DEA analysis

ABSTRACT Background: Exploration of long-term health expenditure and longevity trends across three major sub-regions of Eastern Europe since 1989. Methods: 24 countries were classified as EU 2004, CIS, or SEE. European Health for All Database (HFA-DB) 1989–2012 data were processed using difference-in-difference (DiD) and data envelopment analysis (DEA). Results: The strongest expenditure growth was recorded in EU 2004 followed by SEE and the CIS. A surprisingly similar longevity increase was present in SEE and EU 2004. In 1989, countries that joined EU in 2004 were relatively inefficient in the number of life-years gained yet had a lower life expectancy than the SEE region and was only slightly higher than the CIS region (DEA). By 2012 the revenue spent was roughly linear to additional life-year expectancies. Conclusion: EU 2004 members were the best performers in terms of balanced longevity increase followed by health expenditure growth. The SEE economies’ longevity gains were lagging slightly behind at a far lower cost. An extrapolated CIS expenditure to longevity increase ratio has the fastest-growing long-term promise.

[1]  M. Jakovljevic Comparison of historical medical spending patterns among the BRICS and G7 , 2016, Journal of medical economics.

[2]  M. Jakovljevic,et al.  Population Aging from 1950 to 2010 in Seventeen Transitional Countries in the Wider Region of South Eastern Europe , 2015, South Eastern European Journal of Public Health.

[3]  M. Jakovljevic,et al.  Budget Impact of Publicly Reimbursed Prescription Medicines in the Republic of Srpska , 2015, Front. Public Health.

[4]  M. Jakovljevic BRIC’s Growing Share of Global Health Spending and Their Diverging Pathways , 2015, Front. Public Health.

[5]  M. Jakovljevic,et al.  End-of-life costs of medical care for advanced stage cancer patients. , 2015, Vojnosanitetski pregled.

[6]  M. Jakovljevic,et al.  Health Financing Constrained by Population Aging - An Opportunity to Learn from Japanese Experience / Finansiranje Zdravstvene Zaštite U Uslovima Starenja Popualcije - Prilika Da Učimo Na Japanskom Iskustvu , 2014 .

[7]  Vladimir Tismăneanu Understanding 1989 , 2014 .

[8]  M. Jakovljevic The Key Role of the Leading Emerging Bric Markets in the Future of Global Health Care , 2014 .

[9]  B. Rechel,et al.  Willingness to pay for publicly financed health care services in Central and Eastern Europe: evidence from six countries based on a contingent valuation method. , 2014, Social science & medicine.

[10]  F. Pueyo,et al.  The influence of (public) health expenditure on longevity , 2014, International Journal of Public Health.

[11]  Gabriela Claudia Bentoiu,et al.  The Importance of Ensuring the Zonal Comparability of Macroeconomic Indicators in the Study of Mass Socio:Economic Phenomena , 2014 .

[12]  M. Jakovljevic,et al.  Resource allocation strategies in Southeastern European health policy , 2013, The European Journal of Health Economics.

[13]  T. Bjørner,et al.  Terminal costs, improved life expectancy and future public health expenditure , 2012, International Journal of Health Care Finance and Economics.

[14]  W. Groot,et al.  Informal payments and intra-household allocation of resources for health care in Albania , 2012, BMC Health Services Research.

[15]  M. Jakovljevic,et al.  Current Efforts and Proposals to Reduce Healthcare Costs in Serbia , 2011 .

[16]  M. Lechner The Estimation of Causal Effects by Difference-in-Difference Methods , 2011 .

[17]  Wim Groot,et al.  What have 10 years of health insurance reforms brought about in Bulgaria? Re-appraising the Health Insurance Act of 1998. , 2011, Health policy.

[18]  Wim Groot,et al.  Two decades of reforms. Appraisal of the financial reforms in the Russian public healthcare sector. , 2011, Health policy.

[19]  C. Hertzman,et al.  East-West Life Expectancy Gap in Europe: Environmental and Non-Environmental Determinants , 2011 .

[20]  M. Jakovljevic,et al.  Inpatient detoxification procedure and facilities: financing considerations from an Eastern European perspective. , 2011, Alcohol and alcoholism.

[21]  Stefan Hupfeld Non-monotonicity in the longevity–income relationship , 2011 .

[22]  Carol Jagger,et al.  Healthy Life Expectancy , 2011 .

[23]  Baoping Shang,et al.  Does age or life expectancy better predict health care expenditures? , 2008, Health economics.

[24]  D. Cutler,et al.  The gap gets bigger: changes in mortality and life expectancy, by education, 1981-2000. , 2008, Health affairs.

[25]  Stefan Scholtes,et al.  Incorporating efficiency in hospital-capacity planning in Germany , 2007, The European Journal of Health Economics.

[26]  Liming Cai,et al.  Health, life expectancy, and health care spending among the elderly. , 2003, The New England journal of medicine.

[27]  M. Brusis Between EU Requirements, Competitive Politics, and National Traditions: Re–creating Regions in the Accession Countries of Central and Eastern Europe , 2002 .

[28]  Hideki Tanaka,et al.  Sleep health and lifestyle of elderly people in Ogimi, a village of longevity , 2002, Psychiatry and clinical neurosciences.

[29]  Alan D. Lopez,et al.  Healthy life expectancy in 191 countries, 1999 , 2001, The Lancet.

[30]  S. Oreskovic,et al.  Life expectancy in Central and Eastern European countries and newly independent states of the former Soviet Union: changes by gender. , 1999, Croatian medical journal.

[31]  P. Carlson Self-perceived health in East and West Europe: another European health divide. , 1998, Social science & medicine.

[32]  N. Rusinova,et al.  Russian medical care in the 1990s: a user's perspective. , 1997, Social science & medicine.

[33]  R. Taylor,et al.  Health care expenditure and life expectancy in Australia: how well do we perform? , 1996, Australian and New Zealand journal of public health.

[34]  C. Hertzman,et al.  East-West Life Expectancy Gap in Europe , 1996 .

[35]  A. Koizumi Longevity and health care: a cost-benefit type analysis of life expectancy and medical expenditure. , 1984, Jinkogaku kenkyu.