Clustering Information Exposure Behavior the Welfare State Needs Among Older Adults in Thailand

This research has organized data on exposure to welfare state information among senior citizens in Thailand.The K-means algorithm was used to study the media consumption behavior of the seniors. Data derived from the Public Relations Policy and Planning Development Office of the Public Relations Department, covering the period from February 6, 2023 to February 24, 2023 and involving 1,314 participants. The optimal number of clusters was determined through the application of the Elbow method. The results of the clustering analysis, based on the survey of the elderly behavior, led to the identification of three and four distinct groups, respectively. Furthermore, the researchers used the analysis results to recommend publicizing welfare news for the older adults in Thailand, aiming to further enhance the efficiency of public relations.

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Publication Details

Journal
Warasan Witthayasat Latkrabang (Online)
Published
2024-12-27
DOI
https://doi.org/10.55003/scikmitl.2024.261416
Primary Topic
Impact of AI and Big Data on Business and Society
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article
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article

Clustering Information Exposure Behavior the Welfare State Needs Among Older Adults in Thailand

Arnisa Rasri, Wuttichai Choeichom, Paweesuda Chimpalee, Natcha Kunjiratanachot
Warasan Witthayasat Latkrabang (Online)
Impact of AI and Big Data on Business and Society
article

Clustering Information Exposure Behavior the Welfare State Needs Among Older Adults in Thailand

Arnisa Rasri, Wuttichai Choeichom, Paweesuda Chimpalee, Natcha Kunjiratanachot
article en

Abstract

This research has organized data on exposure to welfare state information among senior citizens in Thailand.The K-means algorithm was used to study the media consumption behavior of the seniors. Data derived from the Public Relations Policy and Planning Development Office of the Public Relations Department, covering the period from February 6, 2023 to February 24, 2023 and involving 1,314 participants. The optimal number of clusters was determined through the application of the Elbow method. The results of the clustering analysis, based on the survey of the elderly behavior, led to the identification of three and four distinct groups, respectively. Furthermore, the researchers used the analysis results to recommend publicizing welfare news for the older adults in Thailand, aiming to further enhance the efficiency of public relations.

Warasan Witthayasat Latkrabang (Online)Vol. 33(2)
Kasetsart University (TH)
Openalex Percentile: Top 69%
Impact of AI and Big Data on Business and Society
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