Evidence map›Paper›PMID 23475312›Full record

ArticleInternational archives of occupational and environmental health2014

Association between perceived inadequate staffing and musculoskeletal pain among hospital patient care workers.

Seung-Sup Kim, Cassandra A Okechukwu, Jack T Dennerlein, Leslie I Boden, Karen Hopcia, Dean M Hashimoto, Glorian Sorensen

Registry-linked trialOpen access · greenAbstract read
In one paragraph

Article in International archives of occupational and environmental health, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT01841983 (Project A), which is not on this map. Cited by 15 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
15citing papers in PubMed, 2 pooled it
2.9field-weighted citation impact, top 11% of its field
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.

NCT01841983 nacompletednot on this map

Project A: Integrated Approaches to Improving the Health and Safety of Health Care Workers

TypeinterventionalSponsorHarvard School of Public Health (HSPH)Ran2012 to 2014Enrolled9,500ConditionsHealth Behavior, Sleep, MSDs, Dietary HabitsArmsBe Well Work Well
3 · Its place in the literature

Who cites it

15 citing papers in PubMed, 2 syntheses or guidelines pooled it, 28 citations in OpenAlex.

  1. Organizational and Individual Outcomes of Health Promotion Strategies-A Review of Empirical Research.International journal of environmental research and public health · 2021
    Pooled it
  2. Pooled it
  3. Trial
  4. Article
  5. Article
  6. Article
  7. Article
  8. Relationship Between Musculoskeletal Disorders and Productivity Loss Among Hospital Nurses: An Analytical Cross-Sectional Study With Secondary Data Analysis.Journal of nursing scholarship : an official publication of Sigma Theta Tau International Honor Society of Nursing · 2025
    Article
  9. Article
  10. Article
  11. Review
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  14. German version of the Cornell Musculoskeletal Discomfort Questionnaire (CMDQ): translation and validation.Journal of occupational medicine and toxicology (London, England) · 2016
    Article
  15. Understanding the hospital sharps injury reporting pathway.American journal of industrial medicine · 2015
    Article
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

7 authors at 6 institutions in 2 countries.

Seung-Sup KimDepartment of Healthcare Management, Korea University, Seoul, Republic of Korea, ssk3@korea.ac.kr.
Cassandra A Okechukwu
Jack T Dennerlein
Leslie I Boden
Karen Hopcia
Dean M Hashimoto
Glorian Sorensen
Harvard University · USBoston University · USKorea University · KRMass General Brigham · USNortheastern University · USUniversity of Illinois Chicago · US

Funding

The Harvard TH Chan School of Public Health Center for Work, Health and WellbeingU19OH008861 · OH · HARVARD UNIVERSITY D/B/A HARVARD SCHOOL OF PUBLIC HEALTH · PI SORENSEN, GLORIAN C · 2007 to 2025
$23.9M
NIOSH CDC HHS U19 OH008861
6 · The paper itself

Abstract

objectiveTo examine association between perceived inadequate staffing and musculoskeletal pain and to evaluate the role of work-related psychosocial and physical work factors in the association among hospital patient care workers.

methodsA cross-sectional study was conducted among 1,572 patient care workers in two academic hospitals. Perceived inadequate staffing was measured using the "staffing adequacy subscale" of Nursing Work Index, which is a continuous scale that averages estimates of staffing adequacy by workers in the same units. Musculoskeletal pain (i.e., neck/shoulder, arm, low back, lower extremity, any musculoskeletal pain, and the number of area in pain) in the past 3 months was assessed using a self-reported Nordic questionnaire. Multilevel logistic regression was applied to examine associations between perceived inadequate staffing and musculoskeletal pain, considering clustering among the workers in the same units.

resultsWe found significant associations of perceived inadequate staffing with back pain (OR 1.50, 95 % CI 1.06, 2.14) and the number of body area in pain (OR 1.42, 95 % CI 1.01, 2.00) after adjusting for confounders including work characteristics (job title, having a second job or not, day shift or not, and worked hours per week). When we additionally adjusted for physical work factors (i.e., use of a lifting device, and the amount of the time for each of five physical activities on the job), only the association between perceived inadequate staffing and back pain remained significant (OR 1.50, 95 % CI 1.03, 2.19), whereas none of the associations was significant for all of musculoskeletal pains including back pain (OR 0.96, 95 % CI 0.66, 1.41) when we additionally adjusted for work-related psychosocial factors (i.e., job demands, job control, supervisor support, and co-worker support) instead of physical work factors.

conclusionsPerceived inadequate staffing may be associated with higher prevalence of back pain, and work-related psychosocial factor may play an important role in the potential pathway linking staffing level to back pain among hospital workers.

Indexed as

Academic Medical CentersAdolescentAdultAgedAttitude of Health PersonnelBostonCausalityCross-Sectional StudiesFemaleHumansMaleMiddle AgedMusculoskeletal PainOccupational DiseasesPersonnel, HospitalPersonnel Staffing and Scheduling

Identifiers

PMID23475312
PMCPMC5321209
OpenAlexW2050304991

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

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.