Related Experiment Videos
Impact of Artificial Intelligence, Health Expenditure and Digital Financial Inclusion on Life Expectancy
Hong Zhang1, Qiaoping Shao2, Ijaz Uddin3
1School of Business, Jinggangshan University, Ji'an, China.
American Journal of Men'S Health
|May 27, 2026
Summary
Artificial intelligence (AI), health expenditure, and digital financial inclusion positively impact life expectancy in China. Expanding AI in healthcare and promoting financial inclusion are key recommendations for improving public health outcomes.
Area of Science:
- Public Health and Health Economics
- Digital Health and Artificial Intelligence
Background:
- China's Healthy China 2030 Initiative promotes AI in healthcare to modernize infrastructure and improve access.
- Health expenditure (HE) and digital financial inclusion (DFI) are critical determinants of health outcomes.
- AI integration aims to enhance diagnostics, treatment efficiency, and overall healthcare quality.
Purpose of the Study:
- To investigate the impact of artificial intelligence (AI), health expenditure (HE), and digital financial inclusion (DFI) on life expectancy (LE) in China.
- To analyze the relationship between key economic and technological factors and national health outcomes.
Main Methods:
- Utilized autoregressive distributed lag (ARDL) and quantile regression analyses for robust empirical evidence.
- Analyzed data from China covering the period from 2013Q1 to 2023Q4.
Main Results:
- Gross domestic product (GDP), AI, health expenditure (HE), digital financial inclusion (DFI), and government effectiveness were found to have a positive effect on life expectancy (LE).
- The study confirms the significant positive influence of technological advancements and financial accessibility on population health.
Conclusions:
- Recommends expanding AI integration in healthcare for improved diagnostics and treatment efficiency.
- Emphasizes promoting DFI to enhance healthcare access and affordability for low-income populations.
- Suggests increasing public health expenditure to bolster infrastructure, service quality, and ultimately, life expectancy.
Related Concept Videos
Issues And Trends In Healthcare Delivery System
The issues and trends in healthcare delivery are constantly changing. The COVID-19 pandemic is one recent issue that wreaked havoc on healthcare systems, causing a shortage of healthcare workers, high demand for medicines and supplies, and increased medical expenditure due to a lack of insurance. Other issues include rising healthcare costs and care fragmentation.
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
Applications of Life Tables
Life tables are versatile across various fields, providing a quantitative basis for analyzing mortality and survival rates. Whether used by demographers, actuaries, epidemiologists, or sociologists, life tables offer valuable insights into the dynamics of life and death, facilitating informed decisions in public health, insurance, conservation, and beyond. Their broad applicability highlights the interconnectedness of demographic data with practical outcomes in everyday life and strategic...
Current Trends in Nursing II
Trends in nursing are multifactorial and associated with changes in society, within the nursing profession, and in other professions. Notably, telehealth and remote nursing contribute to successful healthcare delivery for numerous patients and help reduce stress for nurses due to nursing shortages. Nurses can reach patients, monitor their conditions, and interact with them using computers, audio, visual accessories, and telephones—for example, remote patient monitoring systems. Likewise,...
Life Tables
A life table is a statistical tool that summarizes the mortality and survival patterns of a population, providing detailed insights into the likelihood of survival or death across different age intervals within a cohort. By organizing data on survival probabilities and mortality rates, life tables offer a clear snapshot of population dynamics over time. They are extensively used in demography, public health, actuarial science, and ecology to analyze life expectancy, design health interventions,...
Lifestyle Factors and Health
Lifestyle factors play a critical role in maintaining overall health and preventing chronic diseases. Key elements, such as regular physical activity, a nutritious diet, and abstinence from smoking, can significantly enhance physical, mental, and emotional well-being while reducing the risk of several life-threatening conditions.
Benefits of Physical Activity
Physical activity, whether through structured exercise or casual activities like walking, biking, or dancing, is a cornerstone of a...
Benefits of Physical Activity
Physical activity, whether through structured exercise or casual activities like walking, biking, or dancing, is a cornerstone of a...
Current Trends in Nursing I
Current trends in nursing include: