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Stationarity of health expenditures and GDP: evidence from panel unit root tests with heterogeneous structural breaks

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Cited by:

  1. Hartwig, Jochen, 2008. "What drives health care expenditure?--Baumol's model of 'unbalanced growth' revisited," Journal of Health Economics, Elsevier, vol. 27(3), pages 603-623, May.
  2. Potrafke, Niklas, 2010. "The growth of public health expenditures in OECD countries: Do government ideology and electoral motives matter?," Journal of Health Economics, Elsevier, vol. 29(6), pages 797-810, December.
  3. Tsangyao Chang & Wen-Chi Liu & Shu-Chen Kang & Kuei-Chiu Lee, 2008. "Is Per Capita Real GDP Stationary in Latin American Countries? Evidence from a Panel Stationary Test with Structural Breaks," Economics Bulletin, AccessEcon, vol. 3(31), pages 1-12.
  4. Thomas Barnay & Olivier Damette, 2012. "What drives Health Care Expenditure in France since 1950?," Working Papers hal-00717435, HAL.
  5. Thomas Barnay & Olivier Damette, 2012. "What drives Health Care Expenditure in France since 1950? A time-series study with structural breaks and non-linearity approaches," Erudite Working Paper 2012-08, Erudite.
  6. Farid Makhlouf & Mazhar Mughal, 2013. "Remittances, Dutch Disease, And Competitiveness: A Bayesian Analysis," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 38(2), pages 67-97, June.
  7. Y. Natalia Alfonso & Guiru Ding & David Bishai, 2016. "Income Elasticity of Vaccines Spending versus General Healthcare Spending," Health Economics, John Wiley & Sons, Ltd., vol. 25(7), pages 860-872, July.
  8. Liping Ye & Xinping Zhang, 2018. "Nonlinear Granger Causality between Health Care Expenditure and Economic Growth in the OECD and Major Developing Countries," IJERPH, MDPI, vol. 15(9), pages 1-16, September.
  9. Guglielmo Maria Caporale & Juncal Cunado & Luis A. Gil-Alana & Rangan Gupta, 2018. "The relationship between healthcare expenditure and disposable personal income in the US states: a fractional integration and cointegration analysis," Empirical Economics, Springer, vol. 55(3), pages 913-935, November.
  10. Liddle, Brantley, 2013. "Population, Affluence, and Environmental Impact Across Development: Evidence from Panel Cointegration Modeling," MPRA Paper 52088, University Library of Munich, Germany.
  11. Robert T. Deacon & Catherine S. Norman, 2006. "Does the Environmental Kuznets Curve Describe How Individual Countries Behave?," Land Economics, University of Wisconsin Press, vol. 82(2), pages 291-315.
  12. Po-Chin Wu & Shiao-Yen Liu & Sheng-Chieh Pan, 2014. "Nonlinear relationship between health care expenditure and its determinants: a panel smooth transition regression model," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 41(4), pages 713-729, November.
  13. Paresh Kumar Narayan & Seema Narayan, 2008. "The role of permanent and transitory shocks in explaining international health expenditures," Health Economics, John Wiley & Sons, Ltd., vol. 17(10), pages 1171-1186, October.
  14. Farid Makhlouf & Mazhar Yasin Mughal, 2013. "Remittances, Dutch Disease, and Competitiveness: a Bayesian Analysis," Post-Print hal-01884858, HAL.
  15. Narayan, Paresh Kumar, 2008. "Examining the behaviour of visitor arrivals to Australia from 28 different countries," Transportation Research Part A: Policy and Practice, Elsevier, vol. 42(5), pages 751-761, June.
  16. Yonghong An & Kai Zhao & Rong Zhou, 2016. "Health spending and public pension: evidence from panel data," Applied Economics, Taylor & Francis Journals, vol. 48(11), pages 987-1004, March.
  17. Tsangyao Chang & Gengnan Chiang & Yichun Zhang, 2009. "Is volume index of gdp per capita stationary in oecd countries? panel stationary tests with structural breaks," Economics Bulletin, AccessEcon, vol. 29(2), pages 588-598.
  18. Vasudeva Murthy, 2012. "A Time-Series Investigation of the U.S. Real Health Expenditure: Evidence from Nonlinear Unit Root Tests," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 18(4), pages 429-438, November.
  19. Peter Willemé & Michel Dumont, 2016. "Machines that go ‘ping’: Medical Technology and Health Expenditures in OECD Countries," Health Economics, John Wiley & Sons, Ltd., vol. 25(3), pages 387-388, March.
  20. Lee, Chien-Chiang & Chang, Chun-Ping, 2007. "Energy consumption and GDP revisited: A panel analysis of developed and developing countries," Energy Economics, Elsevier, vol. 29(6), pages 1206-1223, November.
  21. Di Matteo, Livio & Cantarero-Prieto, David, 2018. "The Determinants of Public Health Expenditures: Comparing Canada and Spain," MPRA Paper 87800, University Library of Munich, Germany.
  22. DO ANGO, Simplicio & AMBA OYON, Claude Marius, 2016. "Health expenditure and Real disposable Income in the ECCAS: A Causal Study using spatial panel approach," MPRA Paper 79684, University Library of Munich, Germany.
  23. Dubey, Jay Dev, 2020. "Income elasticity of demand for health care and it's change over time: Across the income groups and levels of health expenditure in India," Working Papers 20/324, National Institute of Public Finance and Policy.
  24. Lau, Marco Chi Keung & Fung, Ka Wai Terence, 2013. "Convergence in Health Care Expenditure of 14 EU Countries: New Evidence from Non-linear Panel Unit Root Test," MPRA Paper 52871, University Library of Munich, Germany.
  25. Fallahi, Firouz, 2011. "Convergence of Total Health Expenditure as a Share of GDP: Evidence from Selected OECD Countries," MPRA Paper 51324, University Library of Munich, Germany.
  26. Mahmut ZORTUK & Sinan ÇEKEN, 2015. "The Relationship between Health Care Expenditures and Income in the Selected Transition Economies: A Panel Smooth Transition Regression Analysis," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(2), pages 105-118, June.
  27. Kamil Dybczak & Bartosz Przywara, 2010. "The role of technology in health care expenditure in the EU," European Economy - Economic Papers 2008 - 2015 400, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission.
  28. L. Di Matteo & R. Di Matteo, 2005. "Does testing for prostate-specific antigen contribute to declining prostate cancer mortality?," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 6(4), pages 298-308, December.
  29. Chen, Pei-Fen & Lee, Chien-Chiang, 2007. "Is energy consumption per capita broken stationary? New evidence from regional-based panels," Energy Policy, Elsevier, vol. 35(6), pages 3526-3540, June.
  30. Lago-Peñas, Santiago & Cantarero-Prieto, David & Blázquez-Fernández, Carla, 2013. "On the relationship between GDP and health care expenditure: A new look," Economic Modelling, Elsevier, vol. 32(C), pages 124-129.
  31. Roel van Elk & Esther Mot & P.H. Franses, 2009. "Modelling health care expenditures; overview of the literature and evidence from a panel time series model," CPB Discussion Paper 121, CPB Netherlands Bureau for Economic Policy Analysis.
  32. Kabaya, Kei, 2021. "Empirical analysis of associations between health expenditure and forest environments: A case of Japan," Ecological Economics, Elsevier, vol. 181(C).
  33. Felipa de Mello-Sampayo & Sofia de Sousa-Vale, 2014. "Financing Health Care Expenditure in the OECD Countries: Evidence from a Heterogeneous, Cross-Sectional Dependent Panel," Panoeconomicus, Savez ekonomista Vojvodine, Novi Sad, Serbia, vol. 61(2), pages 207-225.
  34. Lin, Pei-Chien & Huang, Ho-Chuan (River), 2012. "Inequality convergence revisited: Evidence from stationarity panel tests with breaks and cross correlation," Economic Modelling, Elsevier, vol. 29(2), pages 316-325.
  35. Jochen Hartwig, 2011. "Can Baumol's model of unbalanced growth contribute to explaining the secular rise in health care expenditure? An alternative test," Applied Economics, Taylor & Francis Journals, vol. 43(2), pages 173-184.
  36. Hyejin Lee & Dong-Yop Oh & Ming Meng, 2019. "Stationarity and cointegration of health care expenditure and GDP: evidence from tests with smooth structural shifts," Empirical Economics, Springer, vol. 57(2), pages 631-652, August.
  37. Lee, Chien-Chiang & Lee, Jun-De, 2009. "Energy prices, multiple structural breaks, and efficient market hypothesis," Applied Energy, Elsevier, vol. 86(4), pages 466-479, April.
  38. Niklas Potrafke, 2012. "Political cycles and economic performance in OECD countries: empirical evidence from 1951–2006," Public Choice, Springer, vol. 150(1), pages 155-179, January.
  39. Diego Romero‐Ávila & Carlos Usabiaga, 2007. "Unit Root Tests, Persistence, and the Unemployment Rate of the U.S. States," Southern Economic Journal, John Wiley & Sons, vol. 73(3), pages 698-716, January.
  40. Ekaterini Panopoulou & Theologos Pantelidis, 2012. "Convergence in per capita health expenditures and health outcomes in the OECD countries," Applied Economics, Taylor & Francis Journals, vol. 44(30), pages 3909-3920, October.
  41. Di Matteo, Livio, 2005. "The macro determinants of health expenditure in the United States and Canada: assessing the impact of income, age distribution and time," Health Policy, Elsevier, vol. 71(1), pages 23-42, January.
  42. Paresh Kumar Narayan, 2007. "Do health expenditures 'catch-up'? Evidence from OECD countries," Health Economics, John Wiley & Sons, Ltd., vol. 16(10), pages 993-1008.
  43. Ärshiya Ämiri & Mikael Linden, 2016. "Income and total expenditure on health in OECD countries: Evidence from panel data and Hsiao's version of Granger non-causality tests," Economics and Business Letters, Oviedo University Press, vol. 5(1), pages 1-9.
  44. Baltagi, Badi H. & Moscone, Francesco, 2010. "Health care expenditure and income in the OECD reconsidered: Evidence from panel data," Economic Modelling, Elsevier, vol. 27(4), pages 804-811, July.
  45. Felipa de Mello-Sampayo & Sofia de Sousa-Vale, 2014. "Financing Health Care Expenditure in the OECD Countries: Evidence from a Heterogeneous, Cross-Sectional Dependent Panel," Panoeconomicus, Savez ekonomista Vojvodine, Novi Sad, Serbia, vol. 61(2), pages 207-225, March.
  46. Munic Boungnarasy, 2011. "Health care expenditures in Asia countries: Panel data analysis," Economics Bulletin, AccessEcon, vol. 31(4), pages 3169-3178.
  47. Isabel Casas & Jiti Gao & Bin Peng & Shangyu Xie, 2021. "Time‐varying income elasticities of healthcare expenditure for the OECD and Eurozone," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 36(3), pages 328-345, April.
  48. Joan Costa-Font & Marin Gemmill & Gloria Rubert, 2008. "Re-visiting the Health Care Luxury Good Hypothesis: Aggregation, Precision, and Publication Biases?," Working Papers in Economics 197, Universitat de Barcelona. Espai de Recerca en Economia.
  49. Zijun Wang & Andrew J. Rettenmaier, 2007. "A note on cointegration of health expenditures and income," Health Economics, John Wiley & Sons, Ltd., vol. 16(6), pages 559-578, June.
  50. Sharma, Abhijit & di Falco, Salvatore & Fraser, Iain, 2015. "Consumption of Salt Rich Products in the UK: Impact of The Reduced Salt Campaign," MPRA Paper 62359, University Library of Munich, Germany.
  51. Paresh Kumar Narayan, 2006. "Are bilateral real exchange rates stationary? Evidence from Lagrange multiplier unit root tests for India," Applied Economics, Taylor & Francis Journals, vol. 38(1), pages 63-70.
  52. Claudiu Tiberiu Albulescu, 2022. "Health Care Expenditure in the European Union Countries: New Insights about the Convergence Process," IJERPH, MDPI, vol. 19(4), pages 1-16, February.
  53. Livio Di Matteo, 2010. "The sustainability of public health expenditures: evidence from the Canadian federation," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 11(6), pages 569-584, December.
  54. Roel van Elk & Esther Mot & P.H. Franses, 2009. "Modelling health care expenditures; overview of the literature and evidence from a panel time series model," CPB Discussion Paper 121.rdf, CPB Netherlands Bureau for Economic Policy Analysis.
  55. Makin, Anthony J. & Ratnasiri, Shyama, 2015. "Competitiveness and government expenditure: The Australian example," Economic Modelling, Elsevier, vol. 49(C), pages 154-161.
  56. Fabio Pammolli & Massimo Riccaboni & Laura Magazzini, 2012. "The sustainability of European health care systems: beyond income and aging," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 13(5), pages 623-634, October.
  57. Cheng, Ka Ming, 2022. "Doubts on natural rate of unemployment: Evidence and policy implications," The Quarterly Review of Economics and Finance, Elsevier, vol. 86(C), pages 230-239.
  58. Moscone, F. & Tosetti, E., 2010. "Testing for error cross section independence with an application to US health expenditure," Regional Science and Urban Economics, Elsevier, vol. 40(5), pages 283-291, September.
  59. Chao-Hsiang Yang & Chi-Tai Lin & Yu-Sheng Kao, 2012. "Exploring stationarity and structural breaks in commodity prices by the panel data model," Applied Economics Letters, Taylor & Francis Journals, vol. 19(4), pages 353-361, March.
  60. Isabel Casas & Jiti Gao & Shangyu Xie, 2018. "Modelling time-varying income elasticities of health care expenditure for the OECD," Monash Econometrics and Business Statistics Working Papers 22/18, Monash University, Department of Econometrics and Business Statistics.
  61. Dandan Liu & Rui Li & Zijun Wang, 2011. "Testing for structural breaks in panel varying coefficient models: with an application to OECD health expenditure," Empirical Economics, Springer, vol. 40(1), pages 95-118, February.
  62. Eugene Kouassi & Oluyele Akinkugbe & Noni Oratile Kutlo & J. M. Bosson Brou, 2018. "Health expenditure and growth dynamics in the SADC region: evidence from non-stationary panel data with cross section dependence and unobserved heterogeneity," International Journal of Health Economics and Management, Springer, vol. 18(1), pages 47-66, March.
  63. Chien-Chiang Lee & Chun-Ping Chang, 2007. "Mean reversion of inflation rates in 19 OECD countries: Evidence from panel Lm unit root tests with structural breaks," Economics Bulletin, AccessEcon, vol. 3(23), pages 1-15.
  64. Dreger, C. & Reimers, H.E., 2005. "Health Care Expenditures in OECD Countries: A Panel Unit Root and Cointegration Analysis," International Journal of Applied Econometrics and Quantitative Studies, Euro-American Association of Economic Development, vol. 2(2), pages 5-20.
  65. Syeda Anam Fatima Rizvi, 2020. "Cost effectiveness of health expenditures: A macro level study for developing and developed countries," Post-Print hal-03341702, HAL.
  66. Vasudeva N. R. Murthy & Natalya Ketenci, 2017. "Is technology still a major driver of health expenditure in the United States? Evidence from cointegration analysis with multiple structural breaks," International Journal of Health Economics and Management, Springer, vol. 17(1), pages 29-50, March.
  67. repec:ebl:ecbull:v:3:y:2007:i:23:p:1-15 is not listed on IDEAS
  68. Manuel Landajo & María Presno, 2013. "Nonparametric pseudo-Lagrange multiplier stationarity testing," Annals of the Institute of Statistical Mathematics, Springer;The Institute of Statistical Mathematics, vol. 65(1), pages 125-147, February.
  69. Andrew Hallett & Christian Richter, 2006. "Measuring the Degree of Convergence among European Business Cycles," Computational Economics, Springer;Society for Computational Economics, vol. 27(2), pages 229-259, May.
  70. Narayan, Paresh Kumar, 2006. "Examining structural breaks and growth rates in international health expenditures," Journal of Health Economics, Elsevier, vol. 25(5), pages 877-890, September.
  71. Muhammad Usman & Zhiqiang Ma & Muhammad Wasif Zafar & Abdul Haseeb & Rana Umair Ashraf, 2019. "Are Air Pollution, Economic and Non-Economic Factors Associated with Per Capita Health Expenditures? Evidence from Emerging Economies," IJERPH, MDPI, vol. 16(11), pages 1-22, June.
  72. Lu, Yang-Cheng & Chang, Tsangyao & Hung, Ken & Liu, Wen-Chi, 2010. "Mean reversion in G-7 stock prices: Further evidence from a panel stationary test with multiple structural breaks," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 80(10), pages 2019-2025.
  73. Chou, Win Lin, 2007. "Explaining China's regional health expenditures using LM-type unit root tests," Journal of Health Economics, Elsevier, vol. 26(4), pages 682-698, July.
  74. Pei-Chien Lin & Ho-Chuan Huang, 2012. "Convergence in income inequality? evidence from panel unit root tests with structural breaks," Empirical Economics, Springer, vol. 43(1), pages 153-174, August.
  75. repec:ebl:ecbull:v:3:y:2008:i:31:p:1-12 is not listed on IDEAS
  76. Joan Costa‐Font & Jordi Pons‐Novell, 2007. "Public health expenditure and spatial interactions in a decentralized national health system," Health Economics, John Wiley & Sons, Ltd., vol. 16(3), pages 291-306, March.
  77. Joan Costa‐Font & Marin Gemmill & Gloria Rubert, 2011. "Biases in the healthcare luxury good hypothesis?: a meta‐regression analysis," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 174(1), pages 95-107, January.
  78. Amiri, Arshia & Ventelou, Bruno, 2012. "Granger causality between total expenditure on health and GDP in OECD: Evidence from the Toda–Yamamoto approach," Economics Letters, Elsevier, vol. 116(3), pages 541-544.
  79. Chakroun, Mohamed, 2009. "Health care expenditure and GDP: An international panel smooth transition approach," MPRA Paper 14322, University Library of Munich, Germany.
  80. Landajo, Manuel & Presno, María José, 2010. "Nonparametric pseudo-Lagrange multiplier stationarity testing," MPRA Paper 25659, University Library of Munich, Germany.
  81. Baiardi, Donatella & Bianchi, Carluccio & Lorenzini, Eleonora, 2015. "The price and income elasticities of the top clothing exporters: Evidence from a panel data analysis," Journal of Asian Economics, Elsevier, vol. 38(C), pages 14-30.
  82. Paresh Kumar Narayan, 2005. "Testing the Unit Root Hypothesis When the Alternative is a Trend Break Stationary Process: An Application to Tourist Arrivals in Fiji," Tourism Economics, , vol. 11(3), pages 351-364, September.
  83. Muhammad Arshad Khan & Muhammad Iftikhar Ul Husnain, 2019. "Is health care a luxury or necessity good? Evidence from Asian countries," International Journal of Health Economics and Management, Springer, vol. 19(2), pages 213-233, June.
  84. Marwa Farag & A. NandaKumar & Stanley Wallack & Dominic Hodgkin & Gary Gaumer & Can Erbil, 2012. "The income elasticity of health care spending in developing and developed countries," International Journal of Health Economics and Management, Springer, vol. 12(2), pages 145-162, June.
  85. Okunade, Albert A. & Osmani, Ahmad Reshad, 2018. "Technology, Productivity, and Costs in Healthcare," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, pages 1-21.
  86. Chak Hung Jack Cheng & Nopphol Witvorapong, 2021. "Health care policy uncertainty, real health expenditures and health care inflation in the USA," Empirical Economics, Springer, vol. 60(4), pages 2083-2103, April.
  87. Narayan Paresh K & Prasad Biman Chand, 2005. "The Validity of Purchasing Power Parity Hypothesis for Eleven Middle Eastern Countries," Review of Middle East Economics and Finance, De Gruyter, vol. 3(2), pages 44-58, August.
  88. Jun‐De Lee & Chien‐Chiang Lee & Chun‐Ping Chang, 2009. "Hysteresis In Unemployment Revisited: Evidence From Panel Lm Unit Root Tests With Heterogeneous Structural Breaks," Bulletin of Economic Research, Wiley Blackwell, vol. 61(4), pages 325-334, October.
  89. Giorgia Marini, 2016. "A note on the power of panel cointegration tests – An application to health care expenditure and gdp," Public Finance Research Papers 21, Istituto di Economia e Finanza, DSGE, Sapienza University of Rome.
  90. Wang, Zijun, 2009. "Stock returns and the short-run predictability of health expenditure: Some empirical evidence," International Journal of Forecasting, Elsevier, vol. 25(3), pages 587-601, July.
  91. Michel Dumont & Peter Willemé, 2013. "Working Paper 02-13 - Machines that go ‘ping’: medical technology and health expenditures in OECD countries," Working Papers 1302, Federal Planning Bureau, Belgium.
  92. Lee, Chien-Chiang & Chang, Chun-Ping, 2009. "Stochastic convergence of per capita carbon dioxide emissions and multiple structural breaks in OECD countries," Economic Modelling, Elsevier, vol. 26(6), pages 1375-1381, November.
  93. Andrew Hughes Hallett & Christian Richter, 2006. "Is the convergence of business cycles a global or regional issue? The UK, US and Euroland," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 11(3), pages 177-194.
  94. Sakiru Adebola Solarin, 2017. "Testing for the Stationarity in Total Factor Productivity: Nonlinearity Evidence from 79 Countries," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 8(1), pages 141-158, March.
  95. Mustafa Ozer & Veysel Inal & Mustafa Kirca, 0. "The Relationship Between the Health Services Price Index and The Real Effective Exchange Rate Index in Turkey: A Frequency Domain Causality Analysis," EKOIST Journal of Econometrics and Statistics, Istanbul University, Faculty of Economics, vol. 0(36), pages 21-41, June.
  96. Carrion-i-Silvestre, Josep Lluis, 2005. "Health care expenditure and GDP: Are they broken stationary?," Journal of Health Economics, Elsevier, vol. 24(5), pages 839-854, September.
  97. Héctor Bellido & Lorena Olmos & Juan Antonio Román-Aso, 2019. "Do political factors influence public health expenditures? Evidence pre- and post-great recession," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 20(3), pages 455-474, April.
  98. Paresh Kumar Narayan, 2006. "Are Australia's tourism markets converging?," Applied Economics, Taylor & Francis Journals, vol. 38(10), pages 1153-1162.
  99. G. Emmanuel Guindon & Paul Contoyannis, 2012. "A Second Look At Pharmaceutical Spending As Determinants Of Health Outcomes In Canada," Health Economics, John Wiley & Sons, Ltd., vol. 21(12), pages 1477-1495, December.
  100. Paresh Kumar Narayan, 2010. "Modelling health and output at business cycle horizons for the USA," Health Economics, John Wiley & Sons, Ltd., vol. 19(7), pages 872-880, July.
  101. Zahra (Mila) Elmi & Omid Ranjbar, 2010. "Purchasing Power Parity Hypothesis in OIC Countries: Evidence from Panel Unit Root Tests with Heterogeneous Structural Breaks," Iranian Economic Review (IER), Faculty of Economics,University of Tehran.Tehran,Iran, vol. 15(3), pages 1-12, fall.
  102. Chi Lau & Ka Fung & Lee Pugalis, 2014. "Is health care expenditure across Europe converging? Findings from the application of a nonlinear panel unit root test," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 4(2), pages 137-156, December.
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