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Cost of cardiovascular disease events in patients with and without type 2 diabetes and factors influencing cost: a retrospective cohort study | BMC Public Health

by Noor ‘Adilah Kamarudin
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  • World Health Organization Factsheet. Cardiovascular diseases (CVDs). Published 11 June 2021. Available from: https://www.who.int/news-room/fact-sheets/detail/cardiovascular-diseases-(cvds). Accessed 31 August 2023.

  • Roth GA, Mensah GA, Johnson CO, Addolorato G, Ammirati E, Baddour LM, Global burden of cardiovascular diseases and risk factors, 1990–2019. Update from the GBD, et al. study. J Am Coll Cardiol. 2019;2020(76):2982–3021. https://doi.org/10.1016/j.jacc.2020.11.010.

    Article 
    PubMed 
    PubMed Central 

    Google Scholar
     

  • International Federation of Diabetes. IDF Diabetes Atlas 10th edition. Available at: https://diabetesatlas.org/. Accessed 11 September 2023.

  • Einarson TR, Acs A, Ludwig C, Panton UH. Prevalence of cardiovascular disease in type 2 diabetes: a systematic literature review of scientific evidence from across the world in 2007–2017. Cardiovasc Diabetol. 2018;17:83. https://doi.org/10.1186/s12933-018-0728-6.

    Article 
    PubMed 
    PubMed Central 

    Google Scholar
     

  • GBD 2021 Collaborators. Global, regional, and national burden of diabetes from,. to 2021, with projections of prevalence to 2050: a systematic analysis for the Global Burden of Disease Study 2021. Lancet. 1990;2023(402):203–34. https://doi.org/10.1016/S0140-6736(23)01301-6.

  • World Health Organization. Global health estimates: life expectancy and leading causes of death and disability. Available at: https://www.who.int/data/gho/data/themes/mortality-and-global-health-estimates. Accessed 31 August 2023.

  • Chan JCN, Lim LL, Wareham NJ, et al. The Lancet commission on diabetes: using data to transform diabetes care and patient lives. Lancet. 2021;396:2019–82. https://doi.org/10.1016/S0140-6736(20)32374-6.

    Article 
    PubMed 

    Google Scholar
     

  • Chan YY, Yeop N, Rezali MS, Ling JMY, Lodz NA, Sallehuddin SM, et al. (Editors). Ministry of health malaysia. national health and morbidity survey 2019 technical report – Volume I. NCDs – Non-communicable diseases: risk factors and other health problems. Selangor, Malaysia: Institute for public health, institutes of health, ministry of health Malaysia; 2020. Available at: https://iku.moh.gov.my/images/IKU/Document/REPORT/NHMS2019/Report_NHMS2019-NCD_v2.pdf. Accessed 2 September 2023.

  • Omar MA, Ganapathy SS, Mohamad Anuar MF, Jeevananthan C, Ahmad FH, Tan LA, et al. (Editors). Report of Malaysia Burden of Disease and Injury Study (2009‒2014). Institute of Public Health, National Institutes of Health, Ministry of Health Malaysia; 2017. Available at: https://iku.moh.gov.my/research/iku/bod. Accessed 11 September 2023.

  • Mohamad Anuar MF, Omar A, Ganapathy SS, Tan LA, Alias N, Ali N, et al. (Editors). Research Technical Report. Malaysian Burden of Disease and Injury Study: 2015‒2017. Selangor, Malaysia: Institute for Public Health, National Institutes of Health, Ministry of Health Malaysia; 2020. Available at: https://iku.gov.my/images/teknikal-report/mbod-2015-2017.pdf. Accessed 26 June 2024.

  • Ministry of Health Malaysia. Direct health-care cost of noncommunicable diseases in Malaysia. Putrajaya, Malaysia: Ministry of Health Malaysia; 2022. Available at: https://www.moh.gov.my/moh/resources/Penerbitan/Rujukan/NCD/NCD_Laporan/HEALTH-COST_of_NCDs-7a-WEB.pdf. Accessed 11 September 2023.

  • Department of Statistics Malaysia Official Portal. Current population estimates, Malaysia, 2021. Released 15 July 2021. Available at: https://www.dosm.gov.my/portal-main/release-content/current-population-estimates-malaysia-2021. Accessed 26 June 2024.

  • Hirschman C. The meaning and measurement of ethnicity in Malaysia: an analysis of census classifications. J Asian Stud. 1987;46:555–82. https://doi.org/10.2307/2056899.

    Article 

    Google Scholar
     

  • Nadaraj S, Tey NP, Ng CW, Lee KH, Pala J. Chapter 8: Counting ethnicity in Malaysia: the complexity of measuring diversity. In: Simmon P, Piché V, Gagnon AA (eds). Social Statistics and Ethnic Diversity. Cham, Switzerland: Springer Open; 2015. p. 143–73. https://doi.org/10.1007/978-3-319-20095-8_8

  • Ravindran A. “Others” (lain-lain): falling between racial categories in contemporary Malaysia. Anthropology Senior Theses, University of Pennsylvania. 2021. Available at: https://repository.upenn.edu/entities/publication/249d8101-ecad-4348-8f1a-e3a0f536d7e8. Accessed 26 June 2024.

  • Abdullah N, Murad NAA, Attia J, Oldmeadow C, Kamaruddin MA, Jalal NA, et al. Differing contributions of classical risk factors to type 2 diabetes in multi-ethnic Malaysian populations. Int J Environ Res Public Health. 2018;15:2813. https://doi.org/10.3390/ijerph15122813.

    Article 
    PubMed 
    PubMed Central 

    Google Scholar
     

  • Walker IF, Garbe F, Wright J, Newell I, Athiraman N, Khan N, et al. The economic costs of cardiovascular disease, diabetes mellitus, and associated complications in South Asia: a systematic review. Value Health Reg Issues. 2018;15:12–26. https://doi.org/10.1016/j.vhri.2017.05.003.

    Article 
    PubMed 

    Google Scholar
     

  • Clarke PM, Glasziou P, Patel A, Chalmers J, Woodward M, Harrap SB, et al. Event rates, hospital utilization, and costs associated with major complications of diabetes: a multicountry comparative analysis. PLoS Med. 2010;7:e1000236. https://doi.org/10.1371/journal.pmed.1000236

    Article 
    PubMed 
    PubMed Central 

    Google Scholar
     

  • Goldhaber-Fiebert JD, Li H, Ratanawijitrasin S, Vidyasagar S, Wang XY, Aljunid S, et al. Inpatient treatment of diabetic patients in Asia: evidence from India, China. Thailand and Malaysia Diabet Med. 2010;27:101–8. https://doi.org/10.1111/j.1464-5491.2009.02874.x.

    Article 
    CAS 
    PubMed 

    Google Scholar
     

  • Pham HTK, Kieu TTM, Duong TD, Nguyen KDV, Tran NQ, Tran TH, et al. Direct medical costs of diabetes and its complications in Vietnam: a national health insurance database study. Diabetes Res Clin Pract. 2020;162:108051. https://doi.org/10.1016/j.diabres.2020.108051

    Article 

    Google Scholar
     

  • Nguyen C, Luthra R, Kuti E, Willey VJ. Assessing risk of future cardiovascular events, healthcare resource utilization and costs in patients with type 2 diabetes, prior cardiovascular disease and both. Curr Med Res Opin. 2020;36:1927–38. https://doi.org/10.1080/03007995.2020.1832455.

    Article 
    PubMed 

    Google Scholar
     

  • Fu AZ, Qiu Y, Radican L, Wells BJ. Health care and productivity costs associated with diabetic patients with macrovascular comorbid conditions. Diabetes Care. 2009;32:2187–92. https://doi.org/10.2337/dc09-1128.

    Article 
    PubMed 
    PubMed Central 

    Google Scholar
     

  • Nichols GA, Brown JB. The impact of cardiovascular disease on medical care costs in subjects with and without type 2 diabetes. Diabetes Care. 2002;25:482–6. https://doi.org/10.2337/diacare.25.3.482.

    Article 
    PubMed 

    Google Scholar
     

  • Nichols GA, Bell TJ, Pedula KL, O’Keeffe-Rosetti M. Medical care costs among patients with established cardiovascular disease. Am J Manag Care. 2010;16:e86–93 https://pubmed.ncbi.nlm.nih.gov/20205493/.

    PubMed 

    Google Scholar
     

  • Straka RJ, Liu LZ, Girases PS, DeLorenzo A, Chapman RH. Incremental cardiovascular costs and resource use associated with diabetes: an assessment of 29,863 patients in the US managed-care setting. Cardiovasc Diabetol. 2009;26(8):53. https://doi.org/10.1186/1475-2840-8-53.

    Article 

    Google Scholar
     

  • Gandra SR, Parasuraman BM, Darin RM, Sherman JJ, Wall JL. Total and component health care costs in a non-Medicare HMO population of patients with and without type 2 diabetes and with and without macrovascular disease. J Manag Care Pharm. 2006;12:546–54. https://doi.org/10.2337/dc09-1128.

    Article 
    PubMed 

    Google Scholar
     

  • Jodar E, Artola S, Garcia-Moll, Uria E, Lopez-Martinez N, Palomino R, et al. Incidence and costs of cardiovascular events in Spanish patients with type 2 diabetes mellitus: a comparison with general population, 2015. BMJ Open Diabetes Res Care. 2020;8:e001130.https://doi.org/10.1136/bmjdrc-2019-001130

  • Palmer G, Reid B. Evaluation of the performance of diagnosis-related groups and similar casemix systems: methodological issues. Health Serv Manage Res. 2001;14:71–81. https://doi.org/10.1177/095148480101400201.

    Article 
    CAS 
    PubMed 

    Google Scholar
     

  • Mathauer I, Wittenbecher F. Hospital payment systems based on diagnosis-related groups: experiences in low- and middle-income countries. Bull World Health Organ. 2013;91:746–56. https://doi.org/10.2471/BLT.12.115931.

    Article 
    PubMed 
    PubMed Central 

    Google Scholar
     

  • Medical Development Division, Ministry of Health Malaysia. MalaysianDRG 2017 and 2018: National Base Rate, Demographic and Quality Indicator ‒ Key Findings. Published 2020. Available at: https://www.moh.gov.my/moh/resources/Penerbitan/Casemix/Garis%20Panduan/Casemix_Infographic-2017_2018_.pdf. Accessed 11 September 2023.

  • Ministry of Health Malaysia. Annual Report Ministry of Health Malaysia 2018. Malaysia: Ministry of Health Malaysia; 2019. Available at: https://www.moh.gov.my/moh/resources/Penerbitan/Penerbitan%20Utama/ANNUAL%20REPORT/ANNUAL%20REPORT%202018.pdf. Accessed 11 September 2023.

  • Zafirah SA, Nur AM, Puteh SEW, Aljunid SM. Potential loss of revenue due to errors in clinical coding during the implementation of the Malaysia diagnosis related group (MY-DRG®) Casemix system in a teaching hospital in Malaysia. BMC Health Serv Res. 2018;18:38. https://doi.org/10.1186/s12913-018-2843-1.

    Article 
    CAS 
    PubMed 
    PubMed Central 

    Google Scholar
     

  • Ministry of Health Malaysia MyHEALTH Portal. International Classification of Diseases – 9th Revision – Clinical Modification (ICD-9-CM). ICD-9-CM: another challenge and responsibility to medical records personnel in Ministry of Health hospitals. Last reviewed 14 June 2017. Available at: http://www.myhealth.gov.my/en/international-classification-diseases-9th-revision-clinical-modification-icd-9-cm/. Accessed 7 September 2023.

  • Jaafar S, Noh KM, Muttalib KA, Othman NH, Healy J, Maskon K, et al. Malaysia Health System Review. Switzerland: World Health Organization; 2012. Available at: https://iris.who.int/handle/10665/206911. Accessed 16 June 2024.

  • Quek DKL. The Malaysia health care system: a review. Presented at the Intensive Workshop on Health Systems in Transition, 29‒30 April 2009, Kuala Lumpur, Malaysia. Available at: https://www.researchgate.net/publication/237409933_The_Malaysian_Health_Care_System_A_Review. Accessed 26 June 2024.

  • Chua HT, Cheah JC. Financing universal coverage in Malaysia: a case study. BMC Public Health. 2012;12 Suppl 1(Suppl 1):S7. https://doi.org/10.1186/1471-2458-12-S1-S7

  • Franklin K, Goldberg RJ, Spencer F, Klein W, Budaj A, Brieger D, et al. Implications of diabetes in patients with acute coronary syndromes. The Global registry of acute coronary events. Arch Intern Med. 2004;164:1457–63. https://doi.org/10.1001/archinte.164.13.1457.

    Article 
    PubMed 

    Google Scholar
     

  • Hao Y, Liu J, Liu J, Yang N, Smith SC Jr, Huo Y, et al. Sex differences in in-hospital management and outcomes of patients with acute coronary syndrome. Circulation. 2019;139:1776–85. https://doi.org/10.1161/CIRCULATIONAHA.118.037655.

    Article 
    PubMed 

    Google Scholar
     

  • Mohanan PP, Mathew R, Harikrishnan S, Krishnan MN, Zachariah G, Joseph J, et al. Presentation, management, and outcomes of 25 748 acute coronary syndrome admissions in Kerala, India: results from the Kerala ACS Registry. Eur Heart J. 2013;34:121–9. https://doi.org/10.1093/eurheartj/ehs219.

    Article 
    PubMed 

    Google Scholar
     

  • Negi PC, Merwaha R, Panday D, Chauhan V, Guleri R. Multicenter HP ACS registry. Indian Heart J. 2016;68:118–27. https://doi.org/10.1016/j.ihj.2015.07.027.

    Article 
    PubMed 
    PubMed Central 

    Google Scholar
     

  • Alcover JD, Valones AD, Punzalan FER, Reyes EB. The UP-Philippine general hospital acute coronary events at the emergency room registry (UP PGH-ACER). Acta Medica Philippina. 2014;48:18–28. https://doi.org/10.47895/amp.v48i2.1150.

    Article 

    Google Scholar
     

  • Srimahachota S, Boonyaratavej S, Kanjanavanit R, Sritara P, Krittayaphong R, Kunjara-Na-ayudhya R, et al. Thai Registry in Acute Coronary Syndrome (TRACS) – an extension of Thai Acute Coronary Syndrome registry (TACS) group: lower in-hospital but still high mortality at one-year. J Med Assoc Thai. 2012;95:508–18. http://www.thaiheart.org/images/sub_1291456609/TRACS.pdf

  • Health Promotion Board. Singapore Myocardial Infarction Registry Annual Report 2019. Singapore: National Registry of Diseases Office; 2021. Available at: https://www.nrdo.gov.sg/docs/librariesprovider3/default-document-library/smir-web-report-2019.pdf?sfvrsn=a0d1988b_0. Accessed 11 September 2023.

  • Albeladi F, Salem IW, Zahrani M, Alarbedi L, Abukhudair A, Alnafei H, et al. Incidence of coronary artery disease in King Abdulaziz University Hospital, Jeddah, Saudi Arabia, 2019–2020: a retrospective cohort study. Cureus. 2022;14:e28770. https://doi.org/10.7759/cureus.28770

    Article 
    PubMed 
    PubMed Central 

    Google Scholar
     

  • Cho E, Rimm EB, Stampfer MJ, Willett WC, Hu FB. The impact of diabetes mellitus and prior myocardial infarction on mortality from all causes and from coronary heart disease in men. J Am Coll Cardiol. 2002;40:954–60. https://doi.org/10.1016/S0735-1097(02)02044-2.

    Article 
    PubMed 

    Google Scholar
     

  • Hu FB, Stampfer MJ, Solomon CG, Liu S, Willett WC, Speizer FE, et al. The impact of diabetes mellitus on mortality from all causes and coronary heart disease in women: 20 years of follow-up. Arch Intern Med. 2001;161:1717–23. https://doi.org/10.1001/archinte.161.14.1717.

    Article 
    CAS 
    PubMed 

    Google Scholar
     

  • Heintjes EM, Houben E, Beekman-Hendriks WL, Lighaam E, Cremers SM. Penning-van Beest FJA, et al. Trends in mortality, cardiovascular complications, and risk factors in type 2 diabetes. Neth J Med. 2019;77:317–29 https://pubmed.ncbi.nlm.nih.gov/31814586/.

    CAS 
    PubMed 

    Google Scholar
     

  • Mata-Cases M, Casajuana M, Franch-Nadal J, Casellas A, Castell C, Vinagre I, et al. Direct medical costs attributable to type 2 diabetes mellitus: a population-based study in Catalonia. Spain Eur J Health Econ. 2016;17:1001–10. https://doi.org/10.1007/s10198-015-0742-5.

    Article 
    PubMed 

    Google Scholar
     

  • Islam SMS, Lechner A, Ferrari U, Laxy M, Seissler J, Brown J, et al. Healthcare use and expenditure for diabetes in Bangladesh. BMJ Glob Health. 2017;2:e000033. https://doi.org/10.1136/bmjgh-2016-000033

    Article 

    Google Scholar
     

  • American Diabetes Association. Economic costs of diabetes in the U.S. in 2017. Diabetes Care. 2018;41:917–928. https://doi.org/10.2337/dci18-0007

  • Colafella KMM, Kate M, Denton KM. Sex-specific differences in hypertension and associated cardiovascular disease. Nat Rev Nephrol. 2018;14:185–201. https://doi.org/10.1038/nrneph.2017.189.

    Article 
    PubMed 

    Google Scholar
     

  • Peters SAE, Huxley RR, Woodward. Do smoking habits differ between women and men in contemporary Western populations? Evidence from half a million people in the UK Biobank study. BMJ Open. 2014;4:e005663. https://doi.org/10.1136/bmjopen-2014-005663

  • Erol A, Karpyak VM. Sex and gender-related differences in alcohol use and its consequences: contemporary knowledge and future research considerations. Drug Alcohol Depend. 2015;156:1–13. https://doi.org/10.1016/j.drugalcdep.2015.08.023.

    Article 
    PubMed 

    Google Scholar
     

  • Wardle J, Haase AM, Steptoe A, Nillapun M, Jonwutiwes K, Bellisle F. Gender differences in food choice: the contribution of health beliefs and dieting. Ann Behav Med. 2004;27:107–16. https://doi.org/10.1207/s15324796abm2702_5.

    Article 
    PubMed 

    Google Scholar
     

  • Dryden R, Williams B, McCowan C, Themessl-Huber M. What do we know about who does and does not attend general health checks? Findings from a narrative scoping review. BMC Public Health. 2012;12:723. https://doi.org/10.1186/1471-2458-12-723.

    Article 
    PubMed 
    PubMed Central 

    Google Scholar
     

  • Bonhomme JJ. Men’s health: impact on women, children and society. J Mens Health Gend. 2007;4:124–30. https://doi.org/10.1016/j.jmhg.2007.01.011.

    Article 

    Google Scholar
     

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