Internal structure evaluations of the fatigue severity scale among Japanese workers with pain in the musculoskeletal regions

Fatigue/low energy is recognized as one of the most important outcome domains in individuals with musculoskeletal diseases. The Fatigue Severity Scale (FSS) is a promising short patient-reported outcome measure in terms of perceived disability due to fatigue. This study aimed to investigate the internal structure of the FSS among workers with musculoskeletal pain. A secondary analysis of an anonymous web survey for Japanese workers with pain in the musculoskeletal regions was conducted. In addition to the 9-item FSS, 39 outcomes from the following five domains were included: (1) fundamental domain, (2) work-related domain, (3) cognitive-emotional domain, (4) lifestyle domain, and (5) disability domain. For the FSS, the Rasch analysis was conducted, and internal consistency was assessed with the Person Separation Reliability (PSR). For construct validity evaluation, 55 hypotheses were tested, and construct validity was assumed if ≥ 75% of the hypotheses were accepted. Consequently, data from 2663 workers were analyzed. The Rasch analysis demonstrated unidimensionality. The PSR was 0.90, indicating acceptable internal consistency. For the hypothesis testing, 50/53 (94.3%) hypotheses were satisfied, indicating the construct validity. In conclusion, the FSS was found to have sufficient unidimensional internal structure in Japanese workers with pain in the musculoskeletal regions.

Authors

Institutions

Publication Details

Journal
Scientific Reports
Published
2026-06-29
DOI
https://doi.org/10.1038/s41598-026-59238-8
Primary Topic
Musculoskeletal pain and rehabilitation
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Internal structure evaluations of the fatigue severity scale among Japanese workers with pain in the musculoskeletal regions

Hiroshi Takasaki
Scientific Reports
Musculoskeletal pain and rehabilitation
article

Internal structure evaluations of the fatigue severity scale among Japanese workers with pain in the musculoskeletal regions

Hiroshi Takasaki
article en

Abstract

Fatigue/low energy is recognized as one of the most important outcome domains in individuals with musculoskeletal diseases. The Fatigue Severity Scale (FSS) is a promising short patient-reported outcome measure in terms of perceived disability due to fatigue. This study aimed to investigate the internal structure of the FSS among workers with musculoskeletal pain. A secondary analysis of an anonymous web survey for Japanese workers with pain in the musculoskeletal regions was conducted. In addition to the 9-item FSS, 39 outcomes from the following five domains were included: (1) fundamental domain, (2) work-related domain, (3) cognitive-emotional domain, (4) lifestyle domain, and (5) disability domain. For the FSS, the Rasch analysis was conducted, and internal consistency was assessed with the Person Separation Reliability (PSR). For construct validity evaluation, 55 hypotheses were tested, and construct validity was assumed if ≥ 75% of the hypotheses were accepted. Consequently, data from 2663 workers were analyzed. The Rasch analysis demonstrated unidimensionality. The PSR was 0.90, indicating acceptable internal consistency. For the hypothesis testing, 50/53 (94.3%) hypotheses were satisfied, indicating the construct validity. In conclusion, the FSS was found to have sufficient unidimensional internal structure in Japanese workers with pain in the musculoskeletal regions.

Scientific Reports
Tokyo University of Technology (JP), Saitama Prefectural University (JP)
Openalex Percentile: Top 9%
Musculoskeletal pain and rehabilitation
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Internal structure evaluations of the fatigue severity scale among Japanese workers with pain in the musculoskeletal regions — Hiroshi Takasaki · Scientific Reports (2026) | TGRS Research Map | TGRS