Umeå universitets logga

umu.sePublikationer
Ändra sökning
RefereraExporteraLänk till posten
Permanent länk

Direktlänk
Referera
Referensformat
  • apa
  • ieee
  • vancouver
  • Annat format
Fler format
Språk
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Annat språk
Fler språk
Utmatningsformat
  • html
  • text
  • asciidoc
  • rtf
Multivariate statistical assessment of predictors of firefighters' muscular and aerobic work capacity
Umeå universitet, Medicinska fakulteten, Institutionen för kirurgisk och perioperativ vetenskap, Idrottsmedicin. Winternet, Boden, Sweden.ORCID-id: 0000-0002-2339-6381
Umeå universitet, Teknisk-naturvetenskapliga fakulteten, Kemiska institutionen.
Umeå universitet, Medicinska fakulteten, Institutionen för kirurgisk och perioperativ vetenskap, Idrottsmedicin. Winternet, Boden, Sweden.ORCID-id: 0000-0002-8436-2476
2015 (Engelska)Ingår i: PLOS ONE, E-ISSN 1932-6203, Vol. 10, nr 3, artikel-id e0118945Artikel i tidskrift (Refereegranskat) Published
Abstract [en]

Physical capacity has previously been deemed important for firefighters physical work capacity, and aerobic fitness, muscular strength, and muscular endurance are the most frequently investigated parameters of importance. Traditionally, bivariate and multivariate linear regression statistics have been used to study relationships between physical capacities and work capacities among firefighters. An alternative way to handle datasets consisting of numerous correlated variables is to use multivariate projection analyses, such as Orthogonal Projection to Latent Structures. The first aim of the present study was to evaluate the prediction and predictive power of field and laboratory tests, respectively, on firefighters’ physical work capacity on selected work tasks. Also, to study if valid predictions could be achieved without anthropometric data. The second aim was to externally validate selected models. The third aim was to validate selected models on firefighters’ and on civilians’. A total of 38 (26 men and 12 women) + 90 (38 men and 52 women) subjects were included in the models and the external validation, respectively. The best prediction (R2) and predictive power (Q2) of Stairs, Pulling, Demolition, Terrain, and Rescue work capacities included field tests (R2 = 0.73 to 0.84, Q2 = 0.68 to 0.82). The best external validation was for Stairs work capacity (R2 = 0.80) and worst for Demolition work capacity (R2 = 0.40). In conclusion, field and laboratory tests could equally well predict physical work capacities for firefighting work tasks, and models excluding anthropometric data were valid. The predictive power was satisfactory for all included work tasks except Demolition.

Ort, förlag, år, upplaga, sidor
Public Library of Science , 2015. Vol. 10, nr 3, artikel-id e0118945
Nyckelord [en]
Job performance, physical fitness, workload, physical standards, muscle force, aerobic capacity, SIMCA
Nationell ämneskategori
Idrottsvetenskap och fitness
Identifikatorer
URN: urn:nbn:se:umu:diva-88727DOI: 10.1371/journal.pone.0118945ISI: 000351183500054PubMedID: 25775243Scopus ID: 2-s2.0-84924943821OAI: oai:DiVA.org:umu-88727DiVA, id: diva2:716961
Anmärkning

Originally included in thesis in manuscript form. 

Tillgänglig från: 2014-05-13 Skapad: 2014-05-13 Senast uppdaterad: 2025-02-11Bibliografiskt granskad
Ingår i avhandling
1. Firefighters' physical work capacity
Öppna denna publikation i ny flik eller fönster >>Firefighters' physical work capacity
2014 (Engelska)Doktorsavhandling, sammanläggning (Övrigt vetenskapligt)
Alternativ titel[sv]
Brandmäns fysiska arbetskapacitet
Abstract [en]

The overall aim of this thesis was to identify valid, simple, and inexpensive physical tests that can be used for evaluation of firefighters’ physical work capacity. Paper I included fulltime- and part-time firefighters (n = 193), aged 20-60 years. Perceived physical demands of firefighting work tasks were ranked, and comparisons between subject groups rating were done with the Mann Whitney U-test and Binominal test. Papers II and III included male firefighters and civilian men and women (n = 38), aged 24-57 years. Laboratory and field tests of aerobic fitness, muscle strength and endurance, balance, and simulated firefighting work tasks were performed. Physical capacity comparisons between subject groups were done and bivariate correlations between physical tests and work capacity in the simulated firefighting work tasks analyzed. Paper IV included the same subjects as in Paper II-III (training-set), and additional 90 subjects (prediction-set), aged 20-50 years. Laboratory and field tests of aerobic fitness, muscle strength and endurance and balance, and simulated firefighting work tasks were included. Data from the training-set was used to build models for prediction of firefighters’ physical work capacity, using multivariate statistic. The prediction-set was used to externally validate the selected models. Several work tasks were rated as physically demanding and significant differences (p < 0.05) in ratings were found between full-time and part-time firefighters (Paper I). Significant differences were found between subject groups in physical capacity, and work capacity (p < 0.01) (Paper II-IV). Both laboratory and field tests were significantly (p < 0.01) correlated with work capacity time (Paper II-III). The prediction (R2) and predictive power (Q2) of firefighters’ work capacity (Carrying hose baskets upstairs, Hose pulling, Demolition at or after a fire, Victim rescue, and Carrying hose baskets over terrain) was R2 = 0.74 to 0.91, and Q2 = 0.65 to 0.85, and the external validation ranged between R2: 0.38 to 0.80 (Paper IV).

In conclusion, rowing 500 m (s), maximal handgrip strength (kg), endurance bench press (n), running 3000 m (s and s scaled to body weight) upright barbell row (n) and standing broad jump (m) together provides valid information about firefighters’ physical work capacity. 

Ort, förlag, år, upplaga, sidor
Umeå: Umeå Universitet, 2014. s. 67
Serie
Umeå University medical dissertations, ISSN 0346-6612 ; 1652
Nyckelord
Physical demands, performance, work capacity, aerobic fitness, anaerobic fitness, muscle strength, muscle endurance, balance, ergonomics, physical testing, SIMCA
Nationell ämneskategori
Idrottsvetenskap och fitness
Identifikatorer
urn:nbn:se:umu:diva-88729 (URN)978-91-7601-054-9 (ISBN)
Disputation
2014-06-13, Biologihuset, Rum A 201, Umeå Universitet, Umeå, 13:00 (Engelska)
Opponent
Handledare
Tillgänglig från: 2014-05-23 Skapad: 2014-05-13 Senast uppdaterad: 2025-02-11Bibliografiskt granskad

Open Access i DiVA

fulltext(2897 kB)120 nedladdningar
Filinformation
Filnamn FULLTEXT01.pdfFilstorlek 2897 kBChecksumma SHA-512
b906e44ff942c2f29826b247a0f292758f0164455b96df4750a584bf0e0e2ec706676cdec5c003322967c4b4dbd9312c879fd89939d89a3d012ba66bf3b2428a
Typ fulltextMimetyp application/pdf

Övriga länkar

Förlagets fulltextPubMedScopus

Person

Lindberg, Ann-SofieAntti, HenrikMalm, Christer

Sök vidare i DiVA

Av författaren/redaktören
Lindberg, Ann-SofieAntti, HenrikMalm, Christer
Av organisationen
IdrottsmedicinKemiska institutionen
I samma tidskrift
PLOS ONE
Idrottsvetenskap och fitness

Sök vidare utanför DiVA

GoogleGoogle Scholar
Totalt: 121 nedladdningar
Antalet nedladdningar är summan av nedladdningar för alla fulltexter. Det kan inkludera t.ex tidigare versioner som nu inte längre är tillgängliga.

doi
pubmed
urn-nbn

Altmetricpoäng

doi
pubmed
urn-nbn
Totalt: 557 träffar
RefereraExporteraLänk till posten
Permanent länk

Direktlänk
Referera
Referensformat
  • apa
  • ieee
  • vancouver
  • Annat format
Fler format
Språk
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Annat språk
Fler språk
Utmatningsformat
  • html
  • text
  • asciidoc
  • rtf