Anton Pak is a Research Fellow in Applied Economics and Data Science at the Australian Institute of Tropical Health and Medicine, James Cook University. Anton is an applied economist by training and his research interests focus on the behaviour of patients and their choices, health workforce, utilisation of emergency department services, and primary care. He examines empirical questions by utilising health economics theory and concepts and by analysing large panel and cross-sectional datasets (including linked data) using classical econometrics techniques, as well as machine learning methods. Anton also supports collaboration across JCU Colleges and Townsville Hospital providing health economics and data analysis advice.

Before commencing at JCU in 2019, Anton completed his PhD in Economics from the University of Queensland. Previously, he worked as a business and research consultant in private and public sectors.

See my publications at https://sites.google.com/view/antonpak/research

 

Research Disciplines

• Epidemiology (4202)
• Clinical sciences (3202)
• Policy and administration (4407)

Socio-Economic Objectives

• Public health (2004)
• Expanding knowledge (2801)

These are the most recent publications associated with this author. To see a detailed profile of all publications stored at JCU, visit ResearchOnline@JCU. Hover over Altmetrics badges to see social impact.

Journal Articles

• Gwaka J, Demafo M, N’konzi J, Pak A, Olumoh J, Elfaki F and Adegboye O (2023) Machine-Learning Approach for Risk Estimation and Risk Prediction of the Effect of Climate on Bovine Respiratory Disease. Mathematics, 11 (6).
• Pak A and Gannon B (2023) The effect of neighbourhood and spatial crime rates on mental wellbeing. Empirical Economics, 64. pp. 99-134
• Adegboye O, Adekunle A, Pak A, Gayawan E, Leung D, Rojas D, Elfaki F, McBryde E and Eisen D (2021) Change in outbreak epicentre and its impact on the importation risks of COVID-19 progression: a modelling study. Travel Medicine and Infectious Disease, 40.
• Pak A, Adegboye O, Eisen D and McBryde E (2021) Hospitalisations related to lower respiratory tract infections in Northern Queensland. Australian and New Zealand Journal of Public Health, 45 (5). pp. 430-436
• Pak A, Eisen D, McBryde E and Adegboye O (2021) Hospitalisation for lower respiratory tract infection is associated with an increased incidence of acute myocardial infarction and stroke in tropical Northern Australia. Scientific Reports, 11.
• Pak A and Gannon B (2021) Do access, quality and cost of general practice affect emergency department use? Health Policy, 125 (4). pp. 504-511
• Pak A, McBryde E and Adegboye O (2021) Does high public trust amplify compliance with stringent COVID-19 government health guidelines? A multi-country analysis using data from 102,627 individuals. Risk Management and Healthcare Policy, 14. pp. 293-302
• Pak A, Gannon B and Staib A (2021) Predicting waiting time to treatment for emergency department patients. International Journal of Medical Informatics, 145.
• McBryde E, Meehan M, Adegboye O, Adekunle A, Caldwell J, Pak A, Rojas D, Williams B and Trauer J (2020) Role of modelling in COVID-19 policy development. Paediatric Respiratory Reviews, 35. pp. 57-60
• Pak A, Adegboye O, Adekunle A, Rahman K, McBryde E and Eisen D (2020) Economic Consequences of the COVID-19 Outbreak: the Need for Epidemic Preparedness. Frontiers in Public Health, 8.
• Araral E, Pak A, Pelizzo R and Wu X (2019) Neo‐patrimonialism and corruption: evidence from 8,436 firms in 17 countries in Sub‐Saharan Africa. Public Administration Review, 79 (4). pp. 580-590

Book Chapters

• Gayawan E, Adekunle A, Pak A and Adegboye O (2022) Statistical Approaches to Infectious Diseases Modelling in Developing Countries: A Case of COVID-19. In: Promoting Statistical Practice and Collaboration in Developing Countries. CRC Press, Abingdon, England, pp. 557-581

More

ResearchOnline@JCU stores 20+ research outputs authored by Dr Anton Pak from 2015 onwards.

Current and recent Research Funding to JCU is shown by funding source and project.

Advisory Accreditation: I can be on your Advisory Panel as a Primary or Secondary Advisor.

These Higher Degree Research projects are either current or by students who have completed their studies within the past 5 years at JCU. Linked titles show theses available within ResearchOnline@JCU.

Current

• Environmental and socio-demographic predictors of Bacteraemia in North Queensland (PhD , Secondary Advisor)

The map shows research collaborations by institution from the past 7 years.
Note: Map points are indicative of the countries or states that institutions are associated with.