Evidence map›Paper›PMID 37379284›Full record

ArticlePloS one2023

Predictors of high-cost patients with acute whiplash-associated disorder in Japan.

Kazuhiro Hayashi, Kenji Miki, Tatsunori Ikemoto, Takahiro Ushida, Yukiko Shiro, Tomoko Tetsunaga, Toshifumi Takasusuki, Masako Hosoi, Masao Yukioka

Abstract read
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Article in PloS one, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Kazuhiro HayashiDepartment of Physical Therapy and Rehabilitation Science, University of Iowa, Iowa City, IA, United States of America.ORCID 0000-0002-3999-137X
Kenji MikiCenter for Pain Management, Hayaishi Hospital, Osaka, Japan.ORCID 0000-0002-9017-413X
Tatsunori IkemotoDepartment of Orthopedic Surgery, Aichi Medical University, Nagakute, Japan.
Takahiro UshidaMultidisciplinary Pain Center, Aichi Medical University, Nagakute, Japan.
Yukiko ShiroJapan Pain Foundation, Tokyo, Japan.ORCID 0000-0003-4979-9354
Tomoko TetsunagaJapan Pain Foundation, Tokyo, Japan.
Toshifumi TakasusukiJapan Pain Foundation, Tokyo, Japan.
Masako HosoiJapan Pain Foundation, Tokyo, Japan.ORCID 0000-0001-8880-5847
Masao YukiokaFaculty of Health Science, Osaka Yukioka College of Health Science, Ibaraki, Japan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionThe proportion of neck injuries due to traffic accidents is increasing. Little is known about high-cost patients with acute whiplash-associated disorder (WAD). The present study aimed to investigate whether time to first visit for conventional medicine, multiple doctor visits, or alternative medicine could predict high-cost patients with acute WAD in Japan.

methodsData from a compulsory, no-fault, government automobile liability insurance agency in Japan between 2014 and 2019 were used. The primary economic outcome was the total cost of healthcare per person. Treatment-related variables were assessed based on the time to first visit for conventional and alternative medicine, multiple doctor visits, and visits for alternative medicine. Patients were categorized according to total healthcare cost (low, medium, and high cost). The variables were subjected to univariate and multivariate analysis to compare high-cost and low-cost patients.

resultsA total of 104,911 participants with a median age of 42 years were analyzed. The median total healthcare cost per person was 67,366 yen. The cost for consecutive medicine, for consecutive and alternative medicine, and total healthcare costs were significantly associated with all clinical outcomes. Female sex, being a homemaker, a history of WAD claim, residential area, patient responsibility in a traffic accident, multiple doctor visits, and visits for alternative medicine were identified as independent predictive factors for a high cost in multivariate analysis. Multiple doctor visits and visits for alternative medicine showed large differences between groups (odds ratios 2673 and 694, respectively). Patients with multiple doctor visits and visits for alternative medicine showed a significantly high total healthcare cost per person (292,346 yen) compared to those without (53,587 yen).

conclusionsA high total healthcare cost is strongly associated with multiple doctor visits and visits for alternative medicine in patients with acute WAD in Japan.

Indexed as

Whiplash InjuriesAccidents, TrafficAcute DiseaseAdultFemaleHealth Care CostsHumansJapan

Identifiers

PMID37379284
PMCPMC10306225

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.