Improving prediction of high-cost health care users with medical check-up data

YJ Kim, H Park - Big data, 2019 - liebertpub.com
Studies found that a small portion of the population spent the majority of health care
resources, and they highlighted the importance of predicting high-cost users in the health …

Comparison of Canadian public medication insurance plans and the impact on out-of-pocket costs

DJT Campbell, BJ Manns, LJJ Soril… - … Association Open Access …, 2017 - cmajopen.ca
Background: Research from 2006 documented substantial variation in medication coverage
for residents across Canada. Since then, some provinces have implemented major …

Predicting high health-cost users among people with cardiovascular disease using machine learning and nationwide linked social administrative datasets

N Nghiem, J Atkinson, BP Nguyen, A Tran-Duy… - Health Economics …, 2023 - Springer
Objectives To optimise planning of public health services, the impact of high-cost users
needs to be considered. However, most of the existing statistical models for costs do not …

Prevalence of care fragmentation among outpatients attending specialist clinics in a regional hospital in Singapore: a cross-sectional study

M Kailasam, W Guo, YM Hsann, KS Yang - BMJ open, 2019 - bmjopen.bmj.com
Objective To measure the extent of multispecialty care fragmentation among outpatients
receiving specialist care and identify associated risk factors for fragmented care. Design A …

Do not PIMP my nursing home ride! The impact of Potentially Inappropriate Medications Prescribing on residents' emergency care use

T Rapp, J Sicsic, N Tavassoli, Y Rolland - The European Journal of Health …, 2023 - Springer
Nursing home residents often are poly-medicated, which increases their risks of receiving
potentially inappropriate medications. This problem has become a major public health issue …

High-cost users of prescription drugs: national health insurance data from South Korea

D Park, HY Lee, DS Kim - Journal of General Internal Medicine, 2021 - Springer
Importance In OECD countries, pharmaceutical spending reached around 800 billion USD
in 2013, accounting for about 20% of total spending in the retail sector. Pharmaceutical …

Application of Bayesian network and regression method in treatment cost prediction

LL Tong, JB Gu, JJ Li, GX Liu, SW Jin… - BMC Medical Informatics …, 2021 - Springer
Charging according to disease is an important way to effectively promote the reform of
medical insurance mechanism, reasonably allocate medical resources and reduce the …

Regional variation in potentially inappropriate medicine use in older adults.-a national register-based cross-sectional study on economic, health system-related and …

L Saastamoinen, J Verho - Research in Social and Administrative …, 2021 - Elsevier
Background Potentially inappropriate medicines (PIM), ie medicines in which the potential
harms may outweigh the benefits, use may be associated with eg hospitalization, outpatient …

An interpretable algorithm on post-injury health service utilization patterns to predict injury outcomes

H Akbarzadeh Khorshidi, B Hassani-Mahmooei… - Journal of Occupational …, 2020 - Springer
Purpose Post-injury health service utilization (HSU) contributes to injury outcomes, but
limited studies investigated their relationship. This study aims to group injured patients in …

Characteristics of High-Cost Beneficiaries of Prescription Drugs in Kazakhstan: A Cross-Sectional Study of Outpatient Data from 2022

A Nazarbayev, A Nurbakyt, B Omirbayeva… - ClinicoEconomics …, 2024 - Taylor & Francis
Background and Objectives Limited information is available regarding the distribution of
increasing pharmaceutical expenditures within large representative samples of national …