International Journal of Information and Decision Sciences, Volume 15, Issue 2, Pages 168-184 , 01/01/2023

Discovering interesting relationships in the factors relating to the elderly living alone in Thailand using association analysis

Nichnan Kittiphattanabawon

Abstract

Many countries are facing an aging society situation. The problem of the elderly living alone happens often, even in Thailand. This research aimed to discover the factors that reflect the elderly living alone. Association analysis techniques were employed to unearth all possible factor combinations. The measures, called support and confidence, were utilised to determine the strength of the discovered factors. Association rules have also been mined to reveal the relationship between the factors affecting the elderly living alone. The study sample consisted of 36,574 elderly living alone and was received from the National Statistical Office of Thailand. The study showed that the elderly living alone often does not need a caregiver if they have supportive family members, have public healthcare benefits, earn a living from a social security fund, and have amenities in the house. The primary discovery was that they can carry out a routine without assistance. Furthermore, most importantly, they are in good health.

Document Type

Article

Source Type

Journal

Keywords

alonenessassociation analysisassociation ruleselderlyinteresting relationshipsThailand

ASJC Subject Area

Computer Science : Computer Science ApplicationsBusiness, Management and Accounting : Strategy and ManagementDecision Sciences : Information Systems and ManagementBusiness, Management and Accounting : Management of Technology and Innovation



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Citations (Scopus)

Bibliography


& Kittiphattanabawon, N. (2023). Discovering interesting relationships in the factors relating to the elderly living alone in Thailand using association analysis. International Journal of Information and Decision Sciences, 15(2) 168-184. doi:10.1504/ijids.2023.131544

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