Evidence map›Paper›PMID 42354304›Full record

ArticleInternational journal of environmental research and public health2026

Psychosocial, Environmental, and Functional Capacity Determinants of Psychological Workload in Retail Workers: A Multidomain Assessment Using a Digital Tool.

Pongjan Yoopat, Nisakorn Julraksa, Weerawat Liemmanee, Karn Yongsiriwit, Thannob Aribarg

Abstract read
In one paragraph

Article in International journal of environmental research and public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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

5 authors.

Pongjan YoopatErgonomics Unit, Department of Medical Science, Faculty of Science, Rangsit University, Pathumthani 12000, Thailand.ORCID 0000-0003-3866-0664
Nisakorn JulraksaDepartment of Mathematics and Statistics, Faculty of Science, Rangsit University, Pathumthani 12000, Thailand.
Weerawat LiemmaneeDepartment of Mathematics and Statistics, Faculty of Science, Rangsit University, Pathumthani 12000, Thailand.
Karn YongsiriwitCollege of Digital Innovation Technology, Rangsit University, Pathumthani 12000, Thailand.ORCID 0000-0001-5914-9051
Thannob AribargCollege of Digital Innovation Technology, Rangsit University, Pathumthani 12000, Thailand.

Funding

Research Institute of Rangsit University RRI4/2567
6 · The paper itself

Abstract

Retail service workers face complex occupational demands across psychosocial, environmental, and physical domains; however, integrated multidomain workload assessments remain limited. A cross-sectional study among 253 retail workers used the Find My Stress Progressive Web Application (PWA)-a digital tool assessing subjective workload (Subjective Workload Index; SWI), psychosocial factors, environmental discomfort, musculoskeletal symptoms, and handgrip strength. Hierarchical multiple regression identified four significant SWI predictors: postural difficulty (β = 0.176,

Indexed as

Occupational StressStress, PsychologicalWorkloadAdultBullyingCommerceCross-Sectional StudiesFemaleHand StrengthHumansMaleMiddle AgedWorking ConditionsWorkplaceYoung Adultdigital healthenvironmental stressorsfunctional capacitygrip strengthoccupational stresspsychosocial factorspublic health surveillanceretail workersworkplace bullying

Identifiers

PMID42354304
PMCPMC13299727

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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 Socratic graph.