Background: Numerous studies have provided evidence to the literature on the demand side of the determinants of health-care expenditure by employing the Grossman model. However, understanding the supply side of the determinants of health-care expenditure will be of crucial importance for improving health outcomes.
Methods: This study has used panel data for 15 Middle-East region countries for the time period of 2000-2016 Initially, Grossman's model of the demand for care is estimated. Furthermore, a Parallel model of the supply of care is estimated for contradistinction analysis. Finally, an integrated partial least square structural equation model is being developed.
Results: Results show that the relative wage rate and aging variables are the only indicators that are statistically significant with theoretically consistent signs as postulated by Grossman's theoretical model. The opposite is true with schooling and the proxy of the medical care relative prices. However, in the parallel model, all the four drivers of the demand for care are statistically significant determinants of health-care spending.
Conclusions: Therefore, expansion of health insurance coverage particularly for the elderly cohort of the population could be a promising mechanism to boost the demand for care and eventually improve health outcomes.
Download full-text PDF |
Source |
|---|---|
| http://dx.doi.org/10.1080/14737167.2022.2073222 | DOI Listing |
Publication Analysis
Top Keywords
Similar Publications
Studying the Digital Intervention Engagement-Mediated Relationship Between Intrapersonal Measures and Pre-Exposure Prophylaxis Adherence in Sexual and Gender Minority Youth: Secondary Analysis of a Randomized Controlled Trial.
J Med Internet Res
January 2025
Department of Community Health Sciences, Boston University, Boston, MA, United States.
Background: Improving adherence to pre-exposure prophylaxis (PrEP) via digital health interventions (DHIs) for young sexual and gender minority men who have sex with men (YSGMMSM) is promising for reducing the HIV burden. Measuring and achieving effective engagement (sufficient to solicit PrEP adherence) in YSGMMSM is challenging.
Objective: This study is a secondary analysis of the primary efficacy randomized controlled trial (RCT) of Prepared, Protected, Empowered (P3), a digital PrEP adherence intervention that used causal mediation to quantify whether and to what extent intrapersonal behavioral, mental health, and sociodemographic measures were related to effective engagement for PrEP adherence in YSGMMSM.
Identification of Use Cases, Target Groups, and Motivations Around Adopting Smart Speakers for Health Care and Social Care Settings: Scoping Review.
JMIR AI
January 2025
Faculty of Social Science, Ruhr University Bochum, Bochum, Germany.
Background: Conversational agents (CAs) are finding increasing application in health and social care, not least due to their growing use in the home. Recent developments in artificial intelligence, machine learning, and natural language processing have enabled a variety of new uses for CAs. One type of CA that has received increasing attention recently is smart speakers.
View Article and Find Full Text PDFA perspective review on factors that influence mutagenicity in medicinal plants and their health implications.
Toxicol Sci
January 2025
Department of Pharmacology, University of the Free State, Bloemfontein, 9300, South Africa.
Medicinal plants are products from natural sources that have found relevance in medicine for several decades. They are rich in bioactive compounds; thus, they are widely used to treat different ailments globally. Medicinal plants have provided hope for the health care industry as most are used to synthesize modern medicines currently used in the treatment of various diseases.
View Article and Find Full Text PDFAcute Ischemic Stroke Care Quality Improvement.
JAMA Neurol
January 2025
Center for Health Decision Science, Harvard T.H. Chan School of Public Health, Boston, Massachusetts.
Use of Maternal-Fetal Medicine Subspecialist Services by Commercially Insured Pregnant People.
JAMA Netw Open
January 2025
Harvard School of Public Health, Boston, Massachusetts.
Importance: Improving access to high-quality maternity care and reducing maternal morbidity and mortality are major policy priorities in the US. Previous research has primarily focused on access to general obstetric care rather than access to high-risk pregnancy care provided by maternal-fetal medicine subspecialists (MFMs).
Objective: To measure access to MFM services and determine patient factors associated with MFM service use, including MFM telemedicine.
Want AI Summaries of new PubMed Abstracts delivered to your In-box?
Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!