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Record W4413296310 · doi:10.32337/kacpt.2025.13.2.37

Advancing Physical Therapy for a Healthier Future in Super-Aged South Korea

2025· article· en· W4413296310 on OpenAlexaboutno aff
Ki-Song Kim, Tae-Sik Lee

Bibliographic record

VenueKOREAN ACADEMY OF CARDIORESPIRATORY PHYSICAL THERAPY · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicDelphi Technique in Research
Canadian institutionsnot available
Fundersnot available
KeywordsGerontologyMedicinePsychologyGeography

Abstract

fetched live from OpenAlex

By 2025, South Korea is expected to become a super-aged society, which may lead to increased healthcare costs and demand for older adult care. Expanding physical therapy is a crucial strategy to enhance public health and reduce medical expenditures. Countries such as the United States and Canada have successfully integrated independent physical therapy clinics, improving access to rehabilitation while lowering healthcare costs. South Korea has made progress by standardizing physical therapy education and requiring clinical training of healthcare personnel before licensure. However, legal restrictions and opposition from medical associations limit professional autonomy. Despite concerns that independent physical therapy may increase costs and risks, international studies have shown that direct access improves patient outcomes and reduces overall healthcare spending. Given the increasing prevalence of chronic diseases, particularly cardiovascular conditions, physical therapists are taking on more critical roles in preventive and rehabilitative care. Advanced healthcare systems worldwide have effectively incorporated cardiopulmonary rehabilitation, whereas South Korea faces challenges in expanding such services despite heart disease being a leading cause of death. This study examined the current state of physical therapy in South Korea and highlighted the structural barriers and need for policy reforms. Establishing physical therapists as primary healthcare providers can improve access to care, reduce reliance on costly medical interventions, and promote long-term economic sustainability. By implementing legal and institutional changes, South Korea can develop a more efficient and globally competitive healthcare system. Strengthening the professional autonomy of physical therapists is both a career advancement issue and a strategic necessity for public health and healthcare sustainability.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.726
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.001
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.065
GPT teacher head0.435
Teacher spread0.370 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designNot applicable
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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Same venueKOREAN ACADEMY OF CARDIORESPIRATORY PHYSICAL THERAPYSame topicDelphi Technique in ResearchFrench-language works237,207