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Determinants of U.S. health expenditure: Evidence from autoregressive distributed lag (ARDL) approach to cointegration

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  1. Rihem Zeiri & Aida Bouzir & Mohamed H di Benhadj Mbarek & Saloua Benammou, 2023. "The Link between Economic Growth, Air Pollution and Health Expenditure in the G7 Countries," International Journal of Energy Economics and Policy, International Journal of Energy Economics and Policy, vol. 13(4), pages 156-168, July.
  2. Jamiil Jeetoo, 2020. "Spillover effects in public healthcare expenditure in Sub‐Saharan Africa: A spatial panel analysis," African Development Review, African Development Bank, vol. 32(2), pages 257-268, June.
  3. Osmani, Ahmad Reshad & Okunade, Albert, 2021. "A Double-Hurdle Model of Healthcare Expenditures across Income Quintiles and Family Size: New Insights from a household Survey," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 14(6), pages 246-246.
  4. Claudiu T Albulescu & Cornel Oros & Aviral K Tiwari, 2017. "Is there any convergence in health expenditures across EU countries?," Economics Bulletin, AccessEcon, vol. 37(3), pages 2095-2101.
  5. Ismail, I. & Stam, P.J.A. & Portrait, F.R.M. & van Witteloostuijn, A. & Koolman, X., 2024. "Addressing unanticipated interactions in risk equalization: A machine learning approach to modeling medical expenditure risk," Economic Modelling, Elsevier, vol. 130(C).
  6. 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.
  7. Mehmet İslamoğlu & Mustafa Şeker, 2024. "Examining the Effect of Macroeconomic Variables on BIST100 Index Returns Using ARDL Approach," International Journal of Applied Business and Management Studies, BAUDER Press, vol. 9(2), pages 1-12, October.
  8. Caravaggio, Nicola & Resce, Giuliano, 2023. "Enhancing Healthcare Cost Forecasting: A Machine Learning Model for Resource Allocation in Heterogeneous Regions," Economics & Statistics Discussion Papers esdp23090, University of Molise, Department of Economics.
  9. Ashraful Kibria & Shafiun N. Shimul & Irfat Zabeen, 2025. "Income Elasticity of Out‐of‐Pocket Healthcare Expenditure for Different Provider Types in Bangladesh," International Journal of Health Planning and Management, Wiley Blackwell, vol. 40(2), pages 391-404, March.
  10. Colombier, Carsten & Braendle, Thomas, 2022. "Healthcare expenditure projections up to 2050: ageing and the COVID-19 crisis," MPRA Paper 120659, University Library of Munich, Germany.
  11. Rezwanul Hasan Rana & Khorshed Alam & Jeff Gow, 2021. "Financial development and health expenditure nexus: A global perspective," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(1), pages 1050-1063, January.
  12. Mohanty, Ranjan Kumar & Behera, Deepak Kumar, 2020. "How Effective is Public Health Care Expenditure in Improving Health Outcome? An Empirical Evidence from the Indian States," Working Papers 20/300, National Institute of Public Finance and Policy.
  13. Sosson Tadadjeu & Alim Belek & Henri Njangang & Marie-Laure Belomo & Brice Kamguia, 2021. "Does women's political empowerment promote public health expenditure in Africa?," Economics Bulletin, AccessEcon, vol. 41(3), pages 1959-1969.
  14. Narain Sinha & Strike Mbulawa, 2023. "Government expenditure on health and economic growth in Botswana: Testing for cointegration and specification of deterministic components using the pantula principle," International Journal of Research in Business and Social Science (2147-4478), Center for the Strategic Studies in Business and Finance, vol. 12(2), pages 204-216, March.
  15. Mutiu A. Oyinlola & Tirimisiyu F. Oloko & Samuel Orekoya, 2021. "Ratchet Effect in Import Prices – Inflation Rate Nexus," Economic Alternatives, University of National and World Economy, Sofia, Bulgaria, issue 3, pages 335-354, September.
  16. Adeel Saleem & Ghulam Sarwar & Jahanzaib Sultan & Zulfiqar Ali, 2022. "Determinants of Public Healthcare Investment: Cointegration and Causality Evidence from Pakistan," Journal of Economic Impact, Science Impact Publishers, vol. 4(2), pages 01-13.
  17. Park, Jin Suk & Newaz, Mohammad Khaleq, 2026. "EU stock market integration: Policy impact and drivers," Economic Systems, Elsevier, vol. 50(1).
  18. Jaycar P. Espinosa & Ronaldo R. Cabauatan & Virgilio M. Tatlonghari, 2024. "Public Health Spending in the Philippines: A Cointegration and Causality Analysis Using Autoregressive Distributed Lag Approach," Journal of Development Policy and Practice, , vol. 9(2), pages 176-198, July.
  19. Amar Singh & Arvind Mohan, 2020. "An Empirical Model of Indian Foreign Investment and Stock Market Volatility: Evidence From ARDL Bounds Testing Analysis," International Journal of Financial Research, International Journal of Financial Research, Sciedu Press, vol. 11(2), pages 154-162, April.
  20. Shamal Shivneel Chand & Baljeet Singh & Sanjesh Kumar, 2020. "The economic burden of non-communicable disease mortality in the South Pacific: Evidence from Fiji," PLOS ONE, Public Library of Science, vol. 15(7), pages 1-18, July.
  21. Nor Aziah Abd Kadir & Nur Fakhzan Marwan & Adibah Hussin & Rosmah Nizam & Fazreena Mansor, 2022. "Long Run Analysis between Climate Change, Socio-Economic Factors and Technology on Health Expenditure in Malaysia," International Journal of Human Resource Studies, Macrothink Institute, vol. 12(2), pages 6589-6589, December.
  22. Barkat, Karim & Sbia, Raschid & Maouchi, Youcef, 2019. "Empirical evidence on the long and short run determinants of health expenditure in the Arab world," The Quarterly Review of Economics and Finance, Elsevier, vol. 73(C), pages 78-87.
  23. Koike, Atushi & Sakaguchi, Takuhiro & Seya, Hajime, 2022. "Road infrastructure and TFP in Japan after the rapid growth: A nonstationary panel approach," MPRA Paper 112375, University Library of Munich, Germany.
  24. Gökhan Çobanoğulları, 2024. "Exploring the link between CO2 emissions, health expenditure, and economic growth in Türkiye: evidence from the ARDL model," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(11), pages 29605-29619, November.
  25. Lopreite, Milena & Zhu, Zhen, 2020. "The effects of ageing population on health expenditure and economic growth in China: A Bayesian-VAR approach," Social Science & Medicine, Elsevier, vol. 265(C).
  26. Wenkang Ma & Ana Timóteo & Vanessa Ribeiro & Céu Mateus & Julian Perelman, 2024. "Contribution of high-technology procedures to public healthcare expenditures: the case of ischemic heart disease in Portugal, 2002–2015," International Journal of Health Economics and Management, Springer, vol. 24(3), pages 419-437, September.
  27. Elisabet Rodriguez Llorian & Janelle Mann, 2022. "Exploring the technology–healthcare expenditure nexus: a panel error correction approach," Empirical Economics, Springer, vol. 62(6), pages 3061-3086, June.
  28. Febriyanto, Ahmad & Azzam, Abdullah & Kutia, Hanifah Ramadhani & Rizal, Achmad & Yusfiarto, Rizaldi, 2024. "The impact of foreign direct investment on carbon emissions: A comparative study in the ASEAN countries with the highest foreign direct investment," Innovation and Green Development, Elsevier, vol. 3(4).
  29. Akinwande Atanda & Andrea Kutinova Menclova & W. Robert Reed, 2018. "Is health care infected by Baumol's cost disease? Test of a new model," Health Economics, John Wiley & Sons, Ltd., vol. 27(5), pages 832-849, May.
  30. Thomas E. Getzen & Albert A. Okunade, 2017. "Symposium Introduction: Papers on ‘Modeling National Health Expenditures’," Health Economics, John Wiley & Sons, Ltd., vol. 26(7), pages 827-833, July.
  31. Muhammad Qamar Rasheed & Zhao Yuhuan & Abdul Haseeb & Zahoor Ahmed & Shah Saud, 2026. "Assessing green energy production and industrial excellence in Asian emerging economies in the context of industrial transformation and sustainable development," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 28(2), pages 3035-3060, February.
  32. Usman Shakoor & Mudassar Rashid & Ashfaque Ali Baloch & Muhammad Iftikhar ul Husnain & Abdul Saboor, 2021. "How Aging Population Affects Health Care Expenditures in Pakistan? A Bayesian VAR Analysis," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 153(2), pages 585-607, January.
  33. Kingsley Nwala, 2018. "The Determinants of Economic Growth: An Empirical Investigation of North Carolina," International Journal of Economics and Financial Issues, International Journal of Economics and Financial Issues, vol. 8(5), pages 26-34.
  34. Lingli Qing & Muhammad Shahbaz & Muhammad Saeed Meo & Yasir Jamshed & Likun Li, 2025. "Harnessing artificial intelligence‐driven industrial robotics for sustainability: Insights from leading green economies," Natural Resources Forum, Blackwell Publishing, vol. 49(3), pages 2463-2486, August.
  35. 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.
  36. 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.
  37. Mehdi Barati & Hadiseh Fariditavana, 2020. "Asymmetric effect of income on the US healthcare expenditure: evidence from the nonlinear autoregressive distributed lag (ARDL) approach," Empirical Economics, Springer, vol. 58(4), pages 1979-2008, April.
  38. Byaro, Mwoya & Kinyondo, Abel & Michello, Charles & Musonda, Patrick, 2018. "Determinants of Public Health Expenditure Growth in Tanzania: An Application of Bayesian Model," African Journal of Economic Review, African Journal of Economic Review, vol. 6(01), January.
  39. Mustafa Ozer & Veysel Inal & Mustafa Kirca, 2026. "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.
  40. Yilmaz Bayar & Marius Dan Gavriletea & Mirela Oana Pintea & Ioana Cristina Sechel, 2021. "Impact of Environment, Life Expectancy and Real GDP per Capita on Health Expenditures: Evidence from the EU Member States," IJERPH, MDPI, vol. 18(24), pages 1-14, December.
  41. Stadhouders, Niek & Kruse, Florien & Tanke, Marit & Koolman, Xander & Jeurissen, Patrick, 2019. "Effective healthcare cost-containment policies: A systematic review," Health Policy, Elsevier, vol. 123(1), pages 71-79.
  42. Anne Mason & Idaira Rodriguez Santana & María José Aragón & Nigel Rice & Martin Chalkley & Raphael Wittenberg & Jose-Luis Fernandez, 2019. "Drivers of health care expenditure: Final report," Working Papers 169cherp, Centre for Health Economics, University of York.
  43. Palacio-Ciro, Santiago & Vasco-Correa, Carlos Andrés, 2020. "Biofuels policy in Colombia: A reconfiguration to the sugar and palm sectors?," Renewable and Sustainable Energy Reviews, Elsevier, vol. 134(C).
  44. Usman Mehmood & Ephraim Bonah Agyekum & Salah Kamel & Hossein Shahinzadeh & Ata Jahangir Moshayedi, 2022. "Exploring the Roles of Renewable Energy, Education Spending, and CO 2 Emissions towards Health Spending in South Asian Countries," Sustainability, MDPI, vol. 14(6), pages 1-10, March.
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