BMC Health Services Research | |
Non communicable disease multimorbidity and associated health care utilization and expenditures in India: cross-sectional study | |
Christopher Millett2  Mohammad Akhtar Hussain1  Sukumar Vellakkal3  John Tayu Lee2  Subhashisa Swain4  Sutapa Agrawal3  Sanghamitra Pati4  | |
[1] School of Population Health, The University of Queensland, Brisbane, Australia;School of Public Health, Imperial College London, London, UK;South Asian Network for Chronic Disease, Public Health Foundation of India, New Delhi, India;Indian Institute of Public Health-Bhubaneswar, Public Health Foundation of India, 2nd and 3rd Floor, JSS Software Technology Park, E1/1, Infocity Road, Patia, Bhubaneswar, Odisha, India | |
关键词: India; WHO-SAGE; Out-of-pocket expenditure (OOPE); Health care utilization; Multimorbidity; Non-communicable disease (NCD); | |
Others : 1126024 DOI : 10.1186/1472-6963-14-451 |
|
received in 2014-03-04, accepted in 2014-09-24, 发布年份 2014 | |
【 摘 要 】
Background
Non communicable disease (NCD) multimorbidity is increasingly becoming common in high income settings but little is known about its epidemiology and associated impacts on citizens and health systems in low and middle-income countries (LMICs). We aim to examine the socio-demographic distribution of NCD multimorbidity (≥2 diseases) and its implications for health care utilization and out-of-pocket expenditure (OOPE) in India.
Methods
We analyzed cross-sectional nationally representative data from the World Health Organisaion Study on Global Ageing and Adult Health (WHO-SAGE), conducted in India during 2007. Multiple logistic regression was used to determine socio-demographic predictors of self-reported multimorbidity. A two part model was used to assess the relationship between number of NCDs and health care utilization including OOPE.
Results
28.5% of the sample population had at least one NCD and 8.9% had NCD multimorbidity. The prevalence of multimorbidity increased from 1.3% in 18–29 year olds to 30.6% in those aged 70 years and above. Mean outpatient visits in the preceding 12 months increased from 2.2 to 6.2 and the percentage reporting an overnight hospital stay in the past 3 years increased from 9% to 29% in those with no NCD and ≥2 NCDs respectively (p <0.001).
OOPE incurred during the last outpatient visit increased from INR 272.1 (95% CI = 249.0-295.2) in respondents with no NCDs to INR 454.1 (95% CI = 407.8-500.4) in respondents with ≥2 NCDs. However, we did not find an increase in OOPE during the last inpatient visit with number of NCDs (7865.9 INR for those with zero NCDs compared with 7301.3 for those with ≥2 NCDs). For both outpatient and inpatient OOPE, medicine constitutes the largest proportion of spending (70.7% for outpatient, 53.6% for inpatient visit), followed by spending for health care provider (14.0% for outpatient, 12.2% for inpatient visit).
Conclusion
NCD multimorbidity is common in the Indian adult population and is associated with substantially higher healthcare utilization and OOPE. Strategies to address the growing burden of NCDs in LMICs should include efforts to improve the management of patients with multimorbidity and reduce associated financial burden to individuals and households.
【 授权许可】
2014 Pati et al.; licensee BioMed Central Ltd.
【 预 览 】
Files | Size | Format | View |
---|---|---|---|
20150218050509574.pdf | 315KB | download | |
Figure 1. | 57KB | Image | download |
【 图 表 】
Figure 1.
【 参考文献 】
- [1]Alwan A, World Health Organization: Global Status Report on Noncommunicable Diseases 2010. Geneva, Switzerland: World Health Organization; 2011.
- [2]Lozano R, Naghavi M, Foreman K, Lim S, Shibuya K, Aboyans V, Abraham J, Adair T: Global and regional mortality from 235 causes of death for 20 age groups in 1990 and 2010: a systematic analysis for the Global Burden of Disease Study 2010. Lancet 2012, 380:2095-2128.
- [3]Wild S, Roglic G, Green A, Sicree R, King H: Global prevalence of diabetes: estimates for the year 2000 and projections for 2030. Diabetes Care 2004, 27:1047-1053.
- [4]Starfield B: Challenges to primary care from co- and multi-morbidity. Prim Heal Care Res Dev 2011, 12:1-2.
- [5]Barnett K, Mercer SW, Norbury M, Watt G, Wyke S, Guthrie B: Epidemiology of multimorbidity and implications for health care, research, and medical education: a cross-sectional study. Lancet 2012, 380:37-43.
- [6]NCD Alliance Report 2012–2013. Putting non-communicable diseases on the global agenda NCD Alliance; 2012. Available at http://ncdalliance.org/sites/default/files/rfiles/NCD%20Alliance%20Report%202012-2013.pdf webcite [Last accessed on 08 October 2014]
- [7]General Assembly of the United Nations: Prevention and control of non-communicable diseases; Report of the Secretary-General. 2013. Available at http://www.un.org/en/ga/search/view_doc.asp?symbol=A/66/83&Lang=E webcite [Last accessed on 8 October 2014]
- [8]Roland M, Paddision C: Better management of patients with multimorbidity. BMJ 2013, 346:1-4.
- [9]Boyd CMDJ: Clinical practice guidelines and quality of care for older patients with multiple comorbid diseases: Implications for pay for performance. JAMA 2005, 294:716-724.
- [10]Fortin M, Contant E, Savard C, Hudon C, Poitras M-E, Almirall J: Canadian guidelines for clinical practice: an analysis of their quality and relevance to the care of adults with comorbidity. Bmc Fam Pr 2011, 12:74. BioMed Central Full Text
- [11]Payne RA, Abel GA, Guthrie B, Mercer SW: The effect of physical multimorbidity, mental health conditions and socioeconomic deprivation on unplanned admissions to hospital: a retrospective cohort study. Can Med Assoc J 2013, 185:E221-E228.
- [12]Van Akker D, Buntiux F, Metsemakers J, Roos S, Knottnerus JA: Multimorbidity in general practice: prevalence, incidence and its determinants of co-occuring chronic and recurrent diaseases. J Clin Epidemiol 1998, 51:367-375.
- [13]Wolff JL, Starfield B, Anderson G: Prevalence, expenditures, and complications of multiple chronic conditions in the elderly. Arch Intern Med 2002, 162:2269-2276.
- [14]Glynn LG, Valderas JM, Healy P, Burke E, Newell J, Gillespie P, Murphy AW: The prevalence of multimorbidity in primary care and its effect on health care utilization and cost. Fam Pract 2011, 28:516-523.
- [15]Krishnan A, Gupta V, Ritvik , Nongkynrih B, Thakur J: How to Effectively Monitor and Evaluate NCD Programmes in India. Indian J Community Med Off Publ Indian Assoc Prev Soc Med 2011, 36:S57-S62.
- [16]Srivastava RK, Bachani D: Burden of NCDs, policies and programme for prevention and control of NCDs in India. Indian J Community Med Off Publ Indian Assoc Prev Soc Med 2011, 36:S7-S12.
- [17]Kowal P, Chatterji S, Naidoo N, Biritwum R, Fan W, Lopez Ridaura R, Maximova T, Arokiasamy P, Phaswana-Mafuya N, Williams S, Snodgrass JJ, Minicuci N, D’Este C, Peltzer K, Boerma JT, Yawson A, Mensah G, Yong J, Guo Y, Zheng Y, Parasuraman P, Lhungdim H, Sekher T, Rosa R, Belov V, Lushkina N, Peltzer K, Makiwane M, Zuma K, the SAGE Collaborators, et al.: Data Resource Profile: The World Health Organization Study on global AGEing and adult health (SAGE). Int J Epidemiol 2013, 41:1639-1649.
- [18]Ferguson B, Gakidou E, Murray C: Estimating permanent income using indicator variables. Health systems performance assessment: debates, methods and empiricism. Geneva: World Health Organization; 2003:746-760.
- [19]Mercer SW, Smith SM, Wyke S, O’Dowd T, Watt GC: Multimorbidity in primary care: developing the research agenda. Fam Pract 2009, 26:79-80.
- [20]Global Status Report on Noncommunicable Diseases. World Health Organization; 2010. Available at http://www.who.int/nmh/publications/ncd_report2010/en/ webcite [Last accessed on February 2013]
- [21]García-Olmos L, Salvador CH, Alberquilla Á, Lora D, Carmona M, Gracia SP, Pascual M, Munoz A, Monteagudo JL, Gracia LF: Comorbidity patterns in patients with chronic diseases in general practice. PLoS ONE 2012, 7(2):e32141.
- [22]Fortin M: Prevalence of Multimorbidity Among Adults Seen in Family Practice. Ann Fam Med 2005, 3:223-228.
- [23]Uijen AA, van de Lisdonk EH: Multimorbidity in primary care: Prevalence and trend over the last 20 years. Eur J Gen Pr 2008, 14:28-32.
- [24]Britt HC, Harrison CM, Graeme Miller C, Knox SA: Prevalence and pattern fof multimorbidty in Australia. MJA 2008, 189:72-77.
- [25]Schäfer I, Hansen H, Schön G, Maier W, Höfels S, Altiner A, Fuchs A, Gerlach FM, Petersen JJ, Gensichen J, Schulz S, Riedel-Heller S, Luppa M, Weyerer S, Werle J, Bickel H, Barth K, König H-H, Rudolph A, Wiese B, Prokein J, Bullinger M, Knesebeck O, Eisele M, Kaduszkiewicz H, Wegscheider K, Bussche H: The German MultiCare-study: Patterns of multimorbidity in primary health care – protocol of a prospective cohort study. BMC Health Serv Res 2009, 9:145. BioMed Central Full Text
- [26]Fortin M, Hudon C, Haggerty J, Akker M, Almirall J: Prevalence estimates of multimorbidity: a comparative study of two sources. BMC Health Serv Res 2010, 10:111. BioMed Central Full Text
- [27]Purty AJ, Bazroy J, Kar M, Vasudevan K, Veliath A, Panda P: Morbidity pattern among the elderly population in the rural area of Tamil Nadu, India. Turk J Med Sci 2006, 36:45.
- [28]Joshi K, Kumar R, Avasthi A: Morbidity profile and its relationship with disability and psychological distress among elderly people in Northern India. Int J Epidemiol 2003, 32:978-987.
- [29]Taylor AW, Price K, Gill TK, Adams R, Pilkington R, Carrangis N, Shi Z, Wilson D: Multimorbidity - not just an older person’s issue. Results from an Australian biomedical study. BMC Public Health 2010, 10:718. BioMed Central Full Text
- [30]Sikder SS, Labrique AB, Ullah B, Mehra S, Rashid M, Ali H, Jahan N, Shamim AA, West KP Jr, Christian P: Care-seeking patterns for fatal non-communicable diseases among women of reproductive age in rural northwest Bangladesh. BMC Women’s Heal 2012, 12:23. BioMed Central Full Text
- [31]Schafer I, von Leitner E-C, Schon G, Koller D, Hansen H, Kolonko T, Kaduszkiewicz H, Wegscheider K, Glaeske G, van den Bussche H: Multimorbidity Patterns in the Elderly: A New Approach of Disease Clustering Identifies Complex Interrelations between Chronic Conditions. Plos One 2010, 5(12):e15941.
- [32]Khanam MA, Streatfield PK, Kabir ZN, Qiu C, Cornelius C, Wahlin A: Prevalence and patterns of multimorbidity among elderly people in rural Bangladesh: a cross-sectional study. J Health Popul Nutr 2011, 29:406.
- [33]Hudon C, Fortin M, Poitras M-E, Almirall J: The relationship between literacy and multimorbidity in a primary care setting. BMC Fam Pr 2012, 13:33. BioMed Central Full Text
- [34]Huntley AL, Johnson R, Purdy S, Valderas JM, Salisbury C: Measures of multimorbidity and morbidity burden for use in primary care and community settings: a systematic review and guide. Ann Fam Med 2012, 10:134-141.
- [35]Schäfer I, Hansen H, Schön G, Höfels S, Altiner A, Dahlhaus A, Gensichen J, Riedel-Heller S, Weyerer S, Blank WA, König H-H, von dem Knesebeck O, Wegscheider K, Scherer M, van den Bussche H, Wiese B: The influence of age, gender and socio-economic status on multimorbidity patterns in primary care. first results from the multicare cohort study. BMC Health Serv Res 2012, 12:89. BioMed Central Full Text
- [36]Engelgau MM, Karan A, Mahal A: The Economic impact of Non-communicable Diseases on households in India. Glob Health 2012, 8:9. BioMed Central Full Text
- [37]Bhojani U, Thriveni B, Devadasan R, Munegowda C, Devadasan N, Kolsteren P, Criel B: Out-of-pocket healthcare payments on chronic conditions impoverish urban poor in Bangalore, India. BMC Public Health 2012, 12:990. BioMed Central Full Text
- [38]Vellakkal S, Subramanian SV, Millett C, Basu S, Stuckler D, Ebrahim S: Socioeconomic inequalities in non-communicable diseases prevalence in India: disparities between self-reported diagnoses and standardized measures. Plos One 2013, 8:e68219.
- [39]Sen A: Health: perception versus observation. BMJ 2002, 324:860-861.
- [40]Van den Bussche H, Schäfer I, Wiese B, Dahlhaus A, Fuchs A, Gensichen J, Höfels S, Hansen H, Leicht H, Koller D, Luppa M, Nützel A, Werle J, Scherer M, Wegscheider K, Glaeske G, Schön G: A comparative study demonstrated that prevalence figures on multimorbidity require cautious interpretation when drawn from a single database. J Clin Epidemiol 2013, 66:209-217.
- [41]Martin LM, Leff M, Calonge N, Garrett C, Nelson DE: Validation of self-reported chronic conditions and health services in a managed care population. Am J Prev Med 2000, 18:215-218.
- [42]Grover A, Citro B: India: access to affordable drugs and the right to health. Lancet 2011, 377:976-977.
- [43]Schäfer I, von Leitner E-C, Schön G, Koller D, Hansen H, Kolonko T, Kaduszkiewicz H, Wegscheider K, Glaeske G, van den Bussche H: Multimorbidity patterns in the elderly: a new approach of disease clustering identifies complex interrelations between chronic conditions. Plos One 2010, 5:e15941.