We'd appreciate your feedback. Send feedback Subscribe to our newsletters and alerts


Annals of Pharmacy Education, Safety, and Public Health Advocacy

2024 Volume 4

Designing a Healthcare Utilization Index to Enable Worldwide Patient Comparisons: A Cross-Sectional Study


, , , , , ,
  1. Institute of Pharmaceutical Sciences, Federal University of Rio de Janeiro, Avenida Aluízio da Silva Gomes 50—Granja dos Cavaleiros, Macaé 27930-560, RJ, Brazil.
  2. Department of Statistics, Exact Sciences Institute, Federal University of Minas Gerais, Campus Pampulha, Avenida Antônio Carlos 6627, Belo Horizonte 31270-901, MG, Brazil.
  3. Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, Glasgow G4 0RE, UK.
  4. Department of Public Health and Pharmacy Management, School of Pharmacy, Sefako Makgatho Health Sciences University, Ga-Rankuwa, Pretoria 0208, South Africa.
  5. School of Health Sciences, University of Manchester, Manchester M13 9PL, UK.
  6. College of Public Health, Institute of Health and Biological Studies, Federal University of South and Southeast of Pará, Avenida dos Ipês, s/n, Cidade Universitária, Loteamento Cidade Jardim, Marabá 68508-970, PA, Brazil.
  7. Health Technology Assessment Center—Management, Economics, Health Education and Pharmaceutical Services (GEESFAR/NATS/UFRJ), Federal University of Rio de Janeiro, Avenida Aluízio da Silva Gomes 50—Granja dos Cavaleiros, Macaé 27930-560, RJ, Brazil.
Abstract

Currently, there is no straightforward measure that combines the extent to which a patient uses different healthcare services into a comprehensive score. This study aimed to develop such a tool and investigate its relationship to overall health outcomes, including mortality and life expectancy. We developed the Healthcare Utilisation (HUTIL) index by assigning weights to different healthcare services based on their typical costs compared to a primary care physician (PCP) visit. These cost ratios were sourced from global data found in literature and online databases. Using these weights, we calculated an annual average HUTIL score per person across European countries using official statistics and EU data. Countries were then grouped according to whether their scores were above or below the European median and compared in terms of mortality rates and life expectancy. Analysis of data from 63 countries showed that, compared with PCP consultation, specialist visits cost about twice as much (median ratio 2), emergency department visits four times as much (median ratio 4), nursing home visits half as much (median ratio 0.5), and each hospital day about eight times as much (median ratio 8). Using these ratios, the HUTIL index was calculated for 26 European countries. Countries with scores above the median tended to have higher death rates (1047 vs. 889 per 100,000 people; statistically significant) and shorter life expectancy (78.2 vs. 82.0 years) compared with countries below the median. The cost ratio between healthcare services and primary care visits is surprisingly stable worldwide. The HUTIL index, based on these ratios, has the potential to serve as a global tool for assessing the utilization of healthcare services and supporting comparative health research.


How to cite this article
Vancouver
Souza JS, Reis EA, Godman B, Campbell SM, Meyer JC, Sena LWP, et al. Designing a Healthcare Utilization Index to Enable Worldwide Patient Comparisons: A Cross-Sectional Study. Ann Pharm Educ Saf Public Health Advocacy. 2024;4:7-15. https://doi.org/10.51847/EeWKtBkVgK
APA
Souza, J. S., Reis, E. A., Godman, B., Campbell, S. M., Meyer, J. C., Sena, L. W. P., & Godói, I. P. D. (2024). Designing a Healthcare Utilization Index to Enable Worldwide Patient Comparisons: A Cross-Sectional Study. Annals of Pharmacy Education, Safety, and Public Health Advocacy, 4, 7-15. https://doi.org/10.51847/EeWKtBkVgK
Articles
TikTok’s Influence on Pharmacy Education: Enhancing Drug Information Mastery through Distance Learning
Annals of Pharmacy Education, Safety, and Public Health Advocacy
Vol 2 , 2022 | Bahar Graefen
One Hundred Years of Nobel Lectures Expose a Lack of Mentor Recognition
Annals of Pharmacy Education, Safety, and Public Health Advocacy
Vol 5 , 2025 | Thomas Schlich
Assessing Reliability and Measurement Invariance of the Slovak Satisfaction with Simulation Experience Scale
Annals of Pharmacy Education, Safety, and Public Health Advocacy
Vol 5 , 2025 | Paola Ferri
Designing a Healthcare Utilization Index to Enable Worldwide Patient Comparisons: A Cross-Sectional Study
Annals of Pharmacy Education, Safety, and Public Health Advocacy
Vol 4 , 2024 | Jhoyce S. Souza
Advancing Education through AI: The Role of ChatGPT as Virtual Tutors in the Future of Learning
Annals of Pharmacy Education, Safety, and Public Health Advocacy
Vol 3 , 2023 | Bahar Graefen
The Evolution of Simulation as a Teaching Strategy in Oncology: Global Bibliometric Insights
Annals of Pharmacy Education, Safety, and Public Health Advocacy
Vol 5 , 2025 | Hongjun Ba
The Medical Education Research Landscape: Focus Areas and Key Scholars
Annals of Pharmacy Education, Safety, and Public Health Advocacy
Vol 5 , 2025 | Javier A. Flores-Cohaila
Assessing Procedural Training for Internal Medicine Residents: Insights from Fellowship Program Directors
Annals of Pharmacy Education, Safety, and Public Health Advocacy
Vol 5 , 2025 | Nizar Bhulani
Enhancing Virtual Medical History Taking: Effects of Customized Guidelines in Two Serious Games for Medical Education
Annals of Pharmacy Education, Safety, and Public Health Advocacy
Vol 5 , 2025 | Robertas Damaševičius

About SMER

Find out more