Estimating non-communicable disease treatment costs using probability-based cost estimation

References

• Alwan A. Global status report on noncommunicable diseases 2010. Geneva: World Health Organization; 2011. [cited 2020 Jul 20]. Available from: https://www.who.int/nmh/publications/ncd_report_full_en.pdf
   Google Scholar
• World Health Organization. Global action plan for the prevention and control of noncommunicable diseases 2013-2020. 2013. [cited 2020 Jul 20]. Available from: https://www.who.int/publications/i/item/9789241506236
   Google Scholar
• World Health Organization. Noncommunicable diseases country profiles 2018. [cited 2020 Jul 25]. Available from: https://www.who.int/nmh/publications/ncd-profiles-2018/en/
   Google Scholar
• World Health Organization. Non-communicable diseases. progress monitor 2020. [cited 2020 Dec 4]. Available from: https://www.who.int/publications/i/item/ncd-progress-monitor-2020
   Google Scholar
• Williams J, Allen L, Wickramasinghe K, et al. A systematic review of associations between non-communicable diseases and socioeconomic status within low-and lower-middle-income countries. J Glob Health. 2018;8:1–8.
   Web of Science ®Google Scholar
• Gouda H, Charlson F, Sorsdahl K, et al. Burden of non-communicable diseases in sub-Saharan Africa, 1990–2017: results from the global burden of disease study 2017. Lancet Glob Health. 2019;7:e1375–e1387.
   PubMed Web of Science ®Google Scholar
• Bigna JJ, Noubiap JJ. The rising burden of non-communicable diseases in Sub-Saharan Africa. Lancet. 2019;7:e1295–e1296.
   Web of Science ®Google Scholar
• Bennett JE, Kontis V, Mathers CD. NCD countdown 2030: pathways to achieving sustainable development goal target 3.4. Lancet. 2020;396:918–934.
   PubMed Web of Science ®Google Scholar
• Juma PA, Mohamed SF, Mwagomba BLM, et al. Non-communicable disease prevention policy process in five African countries. BMC Public Health. 2018;961:3–14.
   Google Scholar
• Ghebreyesus TA. Acting on NCDs: counting the cost. Lancet. 2018;391:1973–1974.
   PubMed Web of Science ®Google Scholar
• Abegunde DO, Mathers CD, Adam T, et al. The burden and costs of chronic diseases in low-income and middle-income countries. Lancet. 2007;370:1929–1938.
   PubMed Web of Science ®Google Scholar
• Kankeu HT, Saksena P, Xu K, et al. The financial burden from non-communicable disease in low and middle-income countries: a literature review. Health Res Policy Syst. 2013;11:1–12.
   PubMed Web of Science ®Google Scholar
• Blakely T, Kvizhinadze G, Atkinson J, et al. Health system costs for individual and comorbid noncommunicable diseases: an analysis of publicly funded health events from New Zealand. PLoS Med. 2019;16:e1002716.
   PubMed Web of Science ®Google Scholar
• Stenberg K, Chisholm D. Resource needs for addressing noncommunicable disease in low- and middle-income countries: current and future developments. Global Health. 2012;7:53–60.
   Google Scholar
• Erzse A, Stacey N, Chola L, et al. The direct medical cost of type 2 diabetes mellitus in South Africa: a cost of illness study. Glob Health Action. 2019;12:1–8.
   Web of Science ®Google Scholar
• Jarrah Z, Collins D, Davey S. Community health services planning and costing handbook. New York: United Nations Children’s Fund; 2012.
   Google Scholar
• Collins D, Jarrah Z Community health planning and costing tool handbook. New York: United Nations Children’s Fund. 2020. (Version 2.0).[cited 2020 Jul 10] Available from: https://www.msh.org/search?keywords=Community%20Health%20Planning%20and%20Costing%20Tool
   Google Scholar
• Hendricks ME, Kundu P, Boers AC, et al. Step-by-step guideline for disease-specific costing studies in low- and middle-income countries: a mixed methodology. Glob Health Action. 2014;7:1–10.
   Web of Science ®Google Scholar
• National Department of Health. Annual performance plan 2018/19-2020/21. Pretoria: Indicator Descriptions; 2018.
   Google Scholar
• Elvidge J, Bullement A, Hatswell AJ. Cost effectiveness of characterised chondrocyte implantation for treatment of cartilage defects of the knee in the UK. PharmacoEconomics. 2016;34:1145–1159.
   PubMed Web of Science ®Google Scholar
• Hatswell AJ, Bullement A, Briggs A, et al. Probabilistic sensitivity analysis in cost-effectiveness models: determining model convergence in cohort models. PharmacoEconomics. 2018;36:1421–1426.
   PubMed Web of Science ®Google Scholar
• Yin RK. Case study research design and methods. 3rd ed. London: Sage Publications; 2004.
   Google Scholar
• Lipscomb J, Yabroff KR, Brown ML, et al. Health care costing: data, methods, current applications. Med Care. 2009;47:S1–S6.
   PubMed Web of Science ®Google Scholar
• Kokangul A. A combination of deterministic and stochastic approaches to optimize bed capacity in a hospital unit. Comput Methods Programs Biomed. 2008;90:56–65.
   PubMed Web of Science ®Google Scholar
• Herding Cats: deterministic vs. probabilistic. Performance based project management; 2011 July 10 [cited 2020 Jul 15]. Available from: https://herdingcats.typepad.com/my_weblog/2011/05/deterministic-versus-probabilistic.html
   Google Scholar
• Essential Drugs Programme. Primary healthcare standard treatment guidelines and the essential medicines list. 6th. Republic of South Africa. 2018.
   Google Scholar
• National Department of Health. Terms of reference for the national health insurance work streams. Government Gazette No. 39507. Pretoria: The National Department of Health, 1231. 2018.
   Google Scholar
• Dau.edu [Internet]. Fort Balvoir Virginia: Defense Acquisition University Press; [cited 2021 Aug 15]. Available from: https://myclass.dau.edu/bbcswebdav/institution/Courses/Deployed/CON/CON270/Archives/Student%20Materials/Student%20CD/Guides/Miscelaneous%20Guides/Cost%20Risk%20Analysis%20Jul%202008.pdf
   Google Scholar
• Forbes C, Evans M, Hastings N, et al. Statistical distributions. 4th ed. New Jersey: John Wiley & Sons, Inc; 2011.
   Google Scholar
• Walck C Hand-book on statistical distributions for experimentalists. (Internal Report SUF–PFY/96–01). Stockholm: University of Stockholm; 2007.
   Google Scholar
• Johnson RA, Bhattacharyya GK. Statistics: principles and methods. 8th. New York (NY): John Wiley & Sons, Inc; 2019.
   Google Scholar
• Statistics South Africa. Mid-year population estimates. 2018. [cited 2020 Jul 22]. Available from: http://www.statssa.gov.za/publications/P0302/P03022018.pdf
   Google Scholar
• Statistics South Africa. Mid-year population estimates. 2019. [cited 2020 Jul 15]. Available from: http://www.statssa.gov.za/publications/P0302/P03022019.pdf
   Google Scholar
• Geberemariam TK. Deterministic and probabilistic engineering cost estimating approaches for complex urban drainage infrastructure capital improvement programs. 2018; 1–22. [cited 2020 Jan 19]. Available from: https://www.preprints.org/manuscript/201811.0259/v1
   Google Scholar
• Geberemariam TK. Deterministic and probabilistic engineering cost estimating approaches for complex urban drainage infrastructure capital improvement (CIP) programs. Int J Eng Res. 2020;8:1–13.
   Google Scholar
• Introduction to Cost Risk Analysis. [cited 2020 Jul 24]. Available from: https://anvari.net/CLB024_Cost%20Risk%20Analysis/CLB024_pf_L0_508.pdf
   Google Scholar
• Contingency Analysis and risk quantification [Internet]. New York: American. 2014 July 10 [cited 2020 Jul 25]. Available from: https://www.fgould.com/americas/articles/contingency-analysis-and-risk-quantification/
   Google Scholar
• SAHealthBenefits [Internet]. Pretoria. [cited 2019 Nov 6]. Available from: https://www.sahealthbenefits.org.za/
   Google Scholar
• National Department of Public Service and Administration [Internet]. Cost of living adjustment. 2019. [cited 2019 Oct 2]. Available from: http://www.dpsa.gov.za/dpsa2g/r_documents.asp
   Google Scholar
• National Department of Health [Internet]. National health commodities catalogue for primary health care facilities. 2018. [cited 2019 Jul 10]. Available from: https://vdocuments.mx/national-health-commodities-catalogue-2018-10-01-phc-primary-health-care-poct.html
   Google Scholar
• National Treasury [Internet]. Divisions-Office of the Chief Procurement Officer- Transversal contracting. Pretoria: National Treasury. 2019. [cited 2019 Jul 10]. Available from: http://www.treasury.gov.za/divisions/ocpo/ostb/contracts/default.aspx
   Google Scholar
• National Department of Health. National health laboratory service. State Price List 2019/2020. Pretoria: 2019.
   Google Scholar
• National Department of Health. Master procurement catalogue. Pretoria: 2019.
   Google Scholar