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Updated: Sep 3, 2025

Cloud-Based Phrase Mining and Analysis of User-Defined Phrase-Category Association in Biomedical Publications
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Analyzing Community Care Research Trends Using Text Mining.

Yoonseo Park1, Sewon Park2, Munjea Lee2

  • 1Department of Bio Medial Engineering, Ajou University, Suwon, Republic of Korea.

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PubMed
Summary
This summary is machine-generated.

Text mining reveals evolving community care research trends, shifting from household focus to disability support. Future research should integrate health and social welfare systems for better accessibility.

Keywords:
community careelderly careintegrated carelocal communitynetwork analysistext mining

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Area of Science:

  • Social Sciences
  • Public Health
  • Gerontology

Background:

  • Community care aims to enhance patient quality of life by reducing caregiver burden and patient discomfort.
  • Understanding research trends is crucial for developing effective community care strategies.

Purpose of the Study:

  • To analyze research trends in community care using text mining.
  • To examine shifts in research focus before and after the implementation of community care policies.

Main Methods:

  • Text mining analysis of 132 articles extracted from the Korea Citation Index (KCI).
  • Categorization of research trends into two periods: 2017–2019 (implementation phase) and 2020–2021 (post-implementation phase).

Main Results:

  • Key research areas identified: work, housing, economy, disability, and mental well-being.
  • 2017–2019: Focus on household-centered care with keywords like nursing, family, and experience.
  • 2020–2021: Increased focus on disability-centered care, with keywords including space, business, and Seoul City.

Conclusions:

  • Community care research has increasingly emphasized social and welfare systems over health systems.
  • Future directions require restructuring integrated health and medical care systems at the local level.
  • Establishing accessible regional delivery systems is essential for effective community care.