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Review of statistical methods for analysing healthcare resources and costs

Citations

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Cited by:

  1. Noemi Kreif & Richard Grieve & Rosalba Radice & Zia Sadique & Roland Ramsahai & Jasjeet S. Sekhon, 2012. "Methods for Estimating Subgroup Effects in Cost-Effectiveness Analyses That Use Observational Data," Medical Decision Making, , vol. 32(6), pages 750-763, November.
  2. Galina Besstremyannaya, 2012. "Estimating income equity in social health insurance system," Working Papers w0172, New Economic School (NES).
  3. Kyriopoulos, Ilias & Nikoloski, Zlatko & Mossialos, Elias, 2019. "The impact of the Greek economic adjustment programme on household health expenditure," Social Science & Medicine, Elsevier, vol. 222(C), pages 274-284.
  4. Hao, Siyuan, 2023. "Modeling hospitalization medical expenditure of the elderly in China," Economic Analysis and Policy, Elsevier, vol. 79(C), pages 450-461.
  5. Ziggi Ivan Santini & Hannah Becher & Maja Bæksgaard Jørgensen & Michael Davidsen & Line Nielsen & Carsten Hinrichsen & Katrine Rich Madsen & Charlotte Meilstrup & Ai Koyanagi & Sarah Stewart-Brown & D, 2021. "Economics of mental well-being: a prospective study estimating associated health care costs and sickness benefit transfers in Denmark," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 22(7), pages 1053-1065, September.
  6. Kaushik Ghosh & Irina Bondarenko & Kassandra L Messer & Susan T Stewart & Trivellore Raghunathan & Allison B Rosen & David M Cutler, 2020. "Attributing medical spending to conditions: A comparison of methods," PLOS ONE, Public Library of Science, vol. 15(8), pages 1-17, August.
  7. Yun Wu & Sihui Jin & Jianwei Guo & Yi Zhu & Lijin Chen & Yixiang Huang, 2022. "The Economic Burden Associated with Depressive Symptoms among Middle-Aged and Elderly People with Chronic Diseases in China," IJERPH, MDPI, vol. 19(19), pages 1-14, October.
  8. Alexandre Vimont & Henri Leleu & Isabelle Durand-Zaleski, 2022. "Machine learning versus regression modelling in predicting individual healthcare costs from a representative sample of the nationwide claims database in France," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 23(2), pages 211-223, March.
  9. Florencia Borrescio-Higa & Nieves Valdés, 2021. "Medical Cost of Cancer Care for Privately Insured Children in Chile," IJERPH, MDPI, vol. 18(13), pages 1-15, June.
  10. Yancong Zhu & Zhenhong Zhao & Jingxian Guo & Yanna Wang & Chengwen Zhang & Jiayu Zheng & Zheng Zou & Wei Liu, 2023. "Understanding Use Intention of mHealth Applications Based on the Unified Theory of Acceptance and Use of Technology 2 (UTAUT-2) Model in China," IJERPH, MDPI, vol. 20(4), pages 1-18, February.
  11. Alice sanwald & Engelbert Theurl, 2014. "What drives out-of pocket health expenditures of private households? - Empirical evidence from the Austrian household budget survey," Working Papers 2014-04, Faculty of Economics and Statistics, Universität Innsbruck.
  12. Khan, Farid & Bedi, Arjun S. & Sparrow, Robert, 2015. "Sickness and Death: Economic Consequences and Coping Strategies of the Urban Poor in Bangladesh," World Development, Elsevier, vol. 72(C), pages 255-266.
  13. Elsa Perdrix & Quitterie Roquebert, 2022. "Does the amount of formal care affect informal care? Evidence among over-60s in France," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 23(3), pages 453-465, April.
  14. Dixon, Padraig & Harrison, Sean & Hollingworth, William & Davies, Neil M. & Davey Smith, George, 2022. "Estimating the causal effect of liability to disease on healthcare costs using Mendelian Randomization," Economics & Human Biology, Elsevier, vol. 46(C).
  15. Yun Wu & Dongbao Zhao & Jianwei Guo & Yingsi Lai & Lijin Chen & Sihui Jin & Yixiang Huang, 2021. "Economic Burden of Depressive Symptoms Conditions among Middle-Aged and Elderly People with Hypertension in China," IJERPH, MDPI, vol. 18(19), pages 1-11, September.
  16. Toni Mora & Joan Gil & Antoni Sicras-Mainar, 2012. "The Influence of BMI, Obesity and Overweight on Medical Costs: A Panel Data Approach," Working Papers 2012-08, FEDEA.
  17. Fan Yang & Brenda Gannon & Andrew Weightman, 2018. "Public’s Willingness to Pay Towards a Medical Device for Detecting Foot Ulceration in People with Diabetes," Applied Health Economics and Health Policy, Springer, vol. 16(4), pages 559-567, August.
  18. Katharina Kähm & Michael Laxy & Udo Schneider & Rolf Holle, 2019. "Exploring Different Strategies of Assessing the Economic Impact of Multiple Diabetes-Associated Complications and Their Interactions: A Large Claims-Based Study in Germany," PharmacoEconomics, Springer, vol. 37(1), pages 63-74, January.
  19. Kurt Lavetti & Thomas DeLeire & Nicolas R. Ziebarth, 2023. "How do low‐income enrollees in the Affordable Care Act marketplaces respond to cost‐sharing?," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 90(1), pages 155-183, March.
  20. Meike Irene Nakovics & Stephan Brenner & Paul Jacob Robyn & Ludovic Deo Gracias Tapsoba & Manuela De Allegri, 2019. "Determinants of individual healthcare expenditure: A cross‐sectional analysis in rural Burkina Faso," International Journal of Health Planning and Management, Wiley Blackwell, vol. 34(4), pages 1478-1494, October.
  21. Bing Wang & Renee Santoreneos & Hossein Afzali & Lynne Giles & Helen Marshall, 2018. "Costs of Invasive Meningococcal Disease: A Global Systematic Review," PharmacoEconomics, Springer, vol. 36(10), pages 1201-1222, October.
  22. Santini, Ziggi Ivan & Nielsen, Line & Hinrichsen, Carsten & Nelausen, Malene Kubstrup & Meilstrup, Charlotte & Koyanagi, Ai & McDaid, David & Lyubomirsky, Sonja & Vanderweele, Tyler J. & Koushede, Vib, 2021. "Mental health economics: a prospective study on psychological flourishing and associations with healthcare costs and sickness benefit transfers in Denmark," LSE Research Online Documents on Economics 112166, London School of Economics and Political Science, LSE Library.
  23. Manuel Coutinho Pereira & Ana Fontoura Gouveia, 2022. "An economic estimate of capital stock at the firm level for Portugal," Working Papers o202204, Banco de Portugal, Economics and Research Department.
  24. Julie Shi & Yi Yao & Gordon Liu, 2018. "Modeling individual health care expenditures in China: Evidence to assist payment reform in public insurance," Health Economics, John Wiley & Sons, Ltd., vol. 27(12), pages 1945-1962, December.
  25. Angioloni, Simone & Sherry, Erin & Wu, Ziping, 2017. "Evaluating the Effectiveness of Axis 3-LEADER Grants on Job Creation," 91st Annual Conference, April 24-26, 2017, Royal Dublin Society, Dublin, Ireland 258643, Agricultural Economics Society.
  26. Toni Mora & Joan Gil & Antoni Sicras-Mainar, 2012. "The Influence of BMI, Obesity and Overweight on Medical Costs: A Panel Data Approach," Working Papers 2012-08, FEDEA.
  27. Wendy Hens & Dirk Vissers & Nick Verhaeghe & Jan Gielen & Luc Van Gaal & Jan Taeymans, 2021. "Unsupervised Exercise Training Was Not Found to Improve the Metabolic Health or Phenotype over a 6-Month Dietary Intervention: A Randomised Controlled Trial with an Embedded Economic Analysis," IJERPH, MDPI, vol. 18(15), pages 1-13, July.
  28. Paula K. Lorgelly & Brett Doble & Rachel J. Knott, 2016. "Realising the Value of Linked Data to Health Economic Analyses of Cancer Care: A Case Study of Cancer 2015," PharmacoEconomics, Springer, vol. 34(2), pages 139-154, February.
  29. Terry P Haines & Mari Botti & Natasha Brusco & Lisa O’Brien & Bernice Redley & Kelly-Ann Bowles & Alison Hutchinson & Debra Mitchell & Joanna Jellett & Kate Steen & Leanne Boyd & Melinda Webb-St Mart , 2021. "Disinvestment in the presence of uncertainty: Description of a novel, multi-group, disinvestment trial design and protocol for an application to reduce or cease use of mobilisation alarms for preventi," PLOS ONE, Public Library of Science, vol. 16(12), pages 1-17, December.
  30. Tor Iversen & Eline Aas & Gunnar Rosenqvist & Unto Häkkinen & on behalf of the EuroHOPE study group, 2015. "Comparative Analysis of Treatment Costs in EUROHOPE," Health Economics, John Wiley & Sons, Ltd., vol. 24(S2), pages 5-22, December.
  31. Yi Yao & Joan Schmit & Julie Shi, 2019. "Promoting sustainability for micro health insurance: a risk-adjusted subsidy approach for maternal healthcare service," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 44(3), pages 382-409, July.
  32. Dikshyanta Rana & Claudia Geue & Kelly Baillie & Jiafeng Pan & Tanja Mueller & Jennifer Laskey & Marion Bennie & Julie Clarke & Robert J. Jones & Ailsa Brown & Olivia Wu, 2022. "Healthcare Costs for Metastatic Castration-Resistant Prostate Cancer Patients Treated with Abiraterone or Enzalutamide," PharmacoEconomics - Open, Springer, vol. 6(2), pages 303-313, March.
  33. Marwa Hasni & Safa Bhar Layeb & Najla Omrane Aissaoui & Aymen Mannai, 2022. "Hybrid model for a cross‐department efficiency evaluation in healthcare systems," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 43(5), pages 1311-1329, July.
  34. Yonatan Dinku & David Fielding & Murat Genç, 2018. "Health shocks and child time allocation decisions by households: evidence from Ethiopia," IZA Journal of Labor Economics, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 7(1), pages 1-23, December.
  35. Arjun S. Bedi & Sparrow, R.A., 2014. "Sickness and death," ISS Working Papers - General Series 51366, International Institute of Social Studies of Erasmus University Rotterdam (ISS), The Hague.
  36. Eijkenaar, Frank & van Vliet, René C.J.A., 2017. "Improving risk equalization for individuals with persistently high costs: Experiences from the Netherlands," Health Policy, Elsevier, vol. 121(11), pages 1169-1176.
  37. Michael Ameh & Sang Hyeon Lee, 2022. "Determinants of Loan Acquisition and Utilization among Smallholder Rice Producers in Lagos State, Nigeria," Sustainability, MDPI, vol. 14(7), pages 1-14, March.
  38. Jay Dev Dubey, 2021. "Measuring Income Elasticity of Healthcare-Seeking Behavior in India: A Conditional Quantile Regression Approach," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 19(4), pages 767-793, December.
  39. Andrew M. Jones & James Lomas & Peter T. Moore & Nigel Rice, 2016. "A quasi-Monte-Carlo comparison of parametric and semiparametric regression methods for heavy-tailed and non-normal data: an application to healthcare costs," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 179(4), pages 951-974, October.
  40. Jun-Hui Wu & Yao Wu & Zi-Jing Wang & Yi-Qun Wu & Tao Wu & Meng-Ying Wang & Xiao-Wen Wang & Si-Yue Wang & Jia-Ting Wang & Huan Yu & Yong-Hua Hu, 2021. "Healthcare Costs Associated with Complications in Patients with Type 2 Diabetes among 1.85 Million Adults in Beijing, China," IJERPH, MDPI, vol. 18(7), pages 1-10, April.
  41. Miszczyńska Katarzyna M. & Miszczyński Piotr M., 2020. "Inpatient Costs in the Perspective of Polish Health Policy: Scenario Analysis," South East European Journal of Economics and Business, Sciendo, vol. 15(2), pages 43-56, December.
  42. Alexina J. Mason & Manuel Gomes & James Carpenter & Richard Grieve, 2021. "Flexible Bayesian longitudinal models for cost‐effectiveness analyses with informative missing data," Health Economics, John Wiley & Sons, Ltd., vol. 30(12), pages 3138-3158, December.
  43. An Tran-Duy & Annelies Boonen & Wietske Kievit & Piet Riel & Mart Laar & Johan Severens, 2014. "Modelling Outcomes of Complex Treatment Strategies Following a Clinical Guideline for Treatment Decisions in Patients with Rheumatoid Arthritis," PharmacoEconomics, Springer, vol. 32(10), pages 1015-1028, October.
  44. Lars Fredrik Andersson & Liselotte Eriksson & Paul Nystedt, 2022. "Workplace accidents and workers’ solidarity: mutual health insurance in early twentieth‐century Sweden†," Economic History Review, Economic History Society, vol. 75(1), pages 203-234, February.
  45. Anikó Bíró & Péter Elek, 2018. "How does retirement affect healthcare expenditures? Evidence from a change in the retirement age," Health Economics, John Wiley & Sons, Ltd., vol. 27(5), pages 803-818, May.
  46. Penno, Erin & Sullivan, Trudy & Barson, Dave & Gauld, Robin, 2021. "Private choices, public costs: Evaluating cost-shifting between private and public health sectors in New Zealand," Health Policy, Elsevier, vol. 125(3), pages 406-414.
  47. Besstremyannaya, Galina, 2017. "Measuring income equity in the demand for healthcare with finite mixture models," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 46, pages 5-29.
  48. Robert Sparrow & Ellen Van de Poel & Gracia Hadiwidjaja & Athia Yumna & Nila Warda & Asep Suryahadi, 2014. "Coping With The Economic Consequences Of Ill Health In Indonesia," Health Economics, John Wiley & Sons, Ltd., vol. 23(6), pages 719-728, June.
  49. Todd H. Wagner & Alex R. Dopp & Heather T. Gold, 2020. "Estimating Downstream Budget Impacts in Implementation Research," Medical Decision Making, , vol. 40(8), pages 968-977, November.
  50. Zhiyuan Hou & Ellen Van de Poel & Eddy Van Doorslaer & Baorong Yu & Qingyue Meng, 2014. "Effects Of Ncms On Access To Care And Financial Protection In China," Health Economics, John Wiley & Sons, Ltd., vol. 23(8), pages 917-934, August.
  51. Yoko Laurence & Ulla Griffiths & Anna Vassall, 2015. "Costs to Health Services and the Patient of Treating Tuberculosis: A Systematic Literature Review," PharmacoEconomics, Springer, vol. 33(9), pages 939-955, September.
  52. Fong, Joelle H., 2020. "Taking control: Active investment choice in Singapore’s national defined contribution scheme," The Journal of the Economics of Ageing, Elsevier, vol. 17(C).
  53. Claudia Geue & James Lewsey & Paula Lorgelly & Lindsay Govan & Carole Hart & Andrew Briggs, 2012. "Spoilt For Choice: Implications Of Using Alternative Methods Of Costing Hospital Episode Statistics," Health Economics, John Wiley & Sons, Ltd., vol. 21(10), pages 1201-1216, October.
  54. Caballer-Tarazona, Vicent & Guadalajara-Olmeda, Natividad & Vivas-Consuelo, David, 2019. "Predicting healthcare expenditure by multimorbidity groups," Health Policy, Elsevier, vol. 123(4), pages 427-434.
  55. Matthew Franklin & James Lomas & Simon Walker & Tracey Young, 2019. "An Educational Review About Using Cost Data for the Purpose of Cost-Effectiveness Analysis," PharmacoEconomics, Springer, vol. 37(5), pages 631-643, May.
  56. Galina Besstremyannaya, 2014. "Heterogeneous effect of coinsurance rate on healthcare costs: generalized finite mixtures and matching estimators," Discussion Papers 14-014, Stanford Institute for Economic Policy Research.
  57. Christoph F. Kurz & Michael Laxy, 2020. "Application of Mendelian Randomization to Investigate the Association of Body Mass Index with Health Care Costs," Medical Decision Making, , vol. 40(2), pages 156-169, February.
  58. Mohamed El Alili & Johanna M. Dongen & Keith S. Goldfeld & Martijn W. Heymans & Maurits W. Tulder & Judith E. Bosmans, 2020. "Taking the Analysis of Trial-Based Economic Evaluations to the Next Level: The Importance of Accounting for Clustering," PharmacoEconomics, Springer, vol. 38(11), pages 1247-1261, November.
  59. Bebu, Ionut & Luta, George & Mathew, Thomas & Kennedy, Paul A. & Agan, Brian K., 2016. "Parametric cost-effectiveness inference with skewed data," Computational Statistics & Data Analysis, Elsevier, vol. 94(C), pages 210-220.
  60. Wameq A. Raza & Ellen van de Poel & Arjun Bedi & Frans Rutten, 2016. "Impact of Community‐based Health Insurance on Access and Financial Protection: Evidence from Three Randomized Control Trials in Rural India," Health Economics, John Wiley & Sons, Ltd., vol. 25(6), pages 675-687, June.
  61. Todd H. Wagner & Jean Yoon & Josephine C. Jacobs & Angela So & Amy M. Kilbourne & Wei Yu & David E. Goodrich, 2020. "Estimating Costs of an Implementation Intervention," Medical Decision Making, , vol. 40(8), pages 959-967, November.
  62. Lemmon, Elizabeth, 2020. "Utilisation of personal care services in Scotland: the influence of unpaid carers," LSE Research Online Documents on Economics 106226, London School of Economics and Political Science, LSE Library.
  63. William, Jananie & Loong, Bronwyn & Hanna, Dana & Parkinson, Bonny & Loxton, Deborah, 2022. "Lifetime health costs of intimate partner violence: A prospective longitudinal cohort study with linked data for out-of-hospital and pharmaceutical costs," Economic Modelling, Elsevier, vol. 116(C).
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