Research Paper: Predictors of Healthcare Expenditure: Aging, Disability or Development?

被引:5
|
作者
Matin, Behzad Karami [1 ]
Karyani, Ali Kazemi [1 ]
Soltani, Shahin [1 ]
Soofi, Moslem [1 ]
Rezaei, Satar [1 ]
机构
[1] Kermanshah Univ Med Sci, Res Ctr Environm Determinants Hlth, Hlth Inst, Kermanshah, Iran
来源
ARCHIVES OF REHABILITATION | 2019年 / 20卷 / 04期
关键词
Aging; Disability; Economic development; Global disease burden; Healthcare expenditure; Developing countries; DETERMINANTS; PATTERNS; FUTURE; INCOME;
D O I
10.32598/rj.20.4.310
中图分类号
R49 [康复医学];
学科分类号
100215 ;
摘要
Objective Studies show that almost every country across the world will experience a remarkable increase in their healthcare costs and ageing population by 2030. Also, people with disabilities are more likely to impose considerable healthcare costs on families and governments than their counterparts. On the other hand, socioeconomic status of countries can be an important factor to predict healthcare costs. In this study, we aimed to evaluate the relationship between disability rate, ageing rate and development rate of countries with their current health expenditure. Materials & Methods This is a descriptive correlational study conducted based on secondary analysis of existing data of 202 countries under six different regions of African Region (AFRO), Eastern Mediterranean Region (EMRO), South-East Asia Region (SEARO), Western Pacific Region (WPRO), European Region (EURO), and Region of the Americas (PAHO) in 2016. The linear regression analysis was applied to investigate the association between the explanatory variables of age, Years Lost due to Disability (YLD) per 100000 general population, Human Development Index (HDI), Gross Domestic Product (GDP) growth, and unemployment rate with Current Health Expenditure (CHE) per capita as the outcome variable. The costs were expressed based on Power Purchasing Parties (PPP) in USD. One-way ANOVA was applied to compare the means of YLD and CHE per capita between three levels of HDI. Results The highest mean YLD (13272.76 +/- 1577.22 per 100000 general population) and mean CHE (2698.39 +/- 1915.01 USD) was belonged to EURO region, while AFRO region showed the lowest mean YLD (10005.65 +/- 847.03 per 100000 general population) and mean CHE (281.11 +/- 335.84 USD). In Iran, the mean YLD and CHE was lower than that of EURO region but higher than that of other five regions. EURO, PAHO, and WPRO had the highest rate of ageing compared to other regions. For Iran, the rate of ageing population was higher than AFRO and EMRO. In the regression model, population aged 15 to 49 (YLD=0.167), aged >65 years (YLD=0.651), aged >= 70 years (YLD=0.359) and HDI (0.391) had a positive association with the CHE per capita. In contrast, the population aged =5 years (YLD=-0.585), aged 15-64 years (YLD=-0.274), and aged 50-69 years (YLD=-0.938) and the unemployment rate (-0.138) showed a negative association with the CHE per capita. Moreover, ANOVA results revealed that the rate of ageing population (P<0.001), YLD (P<0.001) and CHE per capita (P<0.001) were significantly higher in countries with higher HDI than in countries with lower HDI. Conclusion In the study period, YLD can predict healthcare expenditure of countries better compared to HDI and ageing population. Therefore, it is suggested that cost control interventions in ageing period should be implemented through programs aimed at preventing chronic diseases.
引用
收藏
页码:310 / 321
页数:12
相关论文
共 50 条
  • [21] Healthcare Capacity, Health Expenditure, and Civil Society as Predictors of COVID-19 Case Fatalities: A Global Analysis
    Khan, Jahidur Rahman
    Awan, Nabil
    Islam, Md Mazharul
    Muurlink, Olav
    FRONTIERS IN PUBLIC HEALTH, 2020, 8
  • [22] The Development of Small Primate Models for Aging Research
    Fischer, Kathleen E.
    Austad, Steven N.
    ILAR JOURNAL, 2011, 52 (01) : 78 - 88
  • [23] Predictors of specialist somatic healthcare utilization among older people with intellectual disability and their age-peers in the general population: a national register study
    Sandberg, Magnus
    Axmon, Anna
    Ahlstroem, Gerd
    Kristensson, Jimmie
    BMJ OPEN, 2023, 13 (07):
  • [24] PERSPECTIVE: DETERMINING RESEARCH AND DEVELOPMENT EXPENDITURE TARGETS BASED ON AN AFFORDABILITY INDEX
    Walwyn, David
    INTERNATIONAL JOURNAL OF INNOVATION AND TECHNOLOGY MANAGEMENT, 2010, 7 (02) : 183 - 191
  • [25] Artificial intelligence for aging research in cancer drug development
    Shirini, Dorsa
    Schwartz, Lawrence H.
    Dercle, Laurent
    AGING-US, 2023, 15 (22): : 12699 - 12701
  • [26] Research Paper: Validity and Reliability of WHOQOL-DIS Questionnaire in Iranian Older People with Disability
    Chehelamirani, Nasrin
    Sahaf, Robab
    Rassafiani, Mehdi
    Bakhshi, Enayatollah
    ARCHIVES OF REHABILITATION, 2016, 16 (04): : 334 - 345
  • [27] Development and Validation of a Novel Indicator of Visual Disability in the National Health and Aging Trends Study
    De Lott, Lindsey B.
    Kolli, Ajay
    Zhou, Yunshu
    Hu, Mengyao
    Ehrlich, Joshua R.
    INNOVATION IN AGING, 2021, 5 (02)
  • [28] Healthcare Expenditure and Human Development Index as Determinants of Environmental Quality: A Panel Study on Selected Asian Countries
    Mannanal, Maria Sunil
    Rajagopal, N.
    MILLENNIAL ASIA, 2023,
  • [29] Research on the Innovation and Development of Financial Services in the Age of Population Aging
    Wang, Yue
    2016 ISSGBM INTERNATIONAL CONFERENCE ON INFORMATION, COMMUNICATION AND SOCIAL SCIENCES (ISSGBM-ICS 2016), PT 3, 2016, 68 : 189 - 194
  • [30] Enhancing the Impact of Psychological Research on Aging and Adult Lifespan Development
    Zacher, Hannes
    PSYCHOLOGY AND AGING, 2025, 40 (01) : 1 - 5