메뉴 건너뛰기




Volumn 68, Issue 3, 2013, Pages 135-144

The application of a classification-tree model for predicting low back pain prevalence among hospital staff

Author keywords

Classification tree model; Hospital environment; Low back pain; Predictive diagnosis; Risk factors

Indexed keywords

ACCURACY; ADULT; AGED; ARTICLE; BODY HEIGHT; BODY MASS; DISEASE CLASSIFICATION; ERGONOMICS; FEMALE; HOSPITAL PERSONNEL; HUMAN; JOB SATISFACTION; JOB STRESS; LEBANON; LOW BACK PAIN; MAJOR CLINICAL STUDY; MALE; MARRIAGE; PERSONNEL; PREDICTION; PREVALENCE; PRIORITY JOURNAL; RISK FACTOR; SITTING; SPORT; STANDING;

EID: 84876230245     PISSN: 19338244     EISSN: None     Source Type: Journal    
DOI: 10.1080/19338244.2012.663010     Document Type: Article
Times cited : (11)

References (23)
  • 1
    • 83255182070 scopus 로고
    • Handicaps et incidences socio-économiques dans la pathologie lombaire commune
    • Leger D, Voisin C, Comso F. Handicaps et incidences socio- économiques dans la pathologie lombaire commune. EMC Edn Tech Appareil Locomoteur. 1994;15:841-850.
    • (1994) EMC Edn Tech Appareil Locomoteur. , vol.15 , pp. 841-850
    • Leger, D.1    Voisin, C.2    Comso, F.3
  • 2
    • 0000920497 scopus 로고    scopus 로고
    • Le mal de dos et les soignants: vers de nouvelles modalités de prévention
    • Fanello S, Durand Stocco C, et al. Le mal de dos et les soignants: vers de nouvelles modalités de prévention. Concours Méd. 1999;12:1934-1938.
    • (1999) Concours Méd. , vol.12 , pp. 1934-1938
    • Fanello, S.1    Durand Stocco, C.2
  • 3
    • 4444344535 scopus 로고    scopus 로고
    • Use of mechanical patient lifts decreased musculoskeletal symptoms and injuries among health care workers
    • Li J, Wolf L, Evanoff B. Use of mechanical patient lifts decreased musculoskeletal symptoms and injuries among health care workers. Inj Prev. 2004;10:212-216.
    • (2004) Inj Prev. , vol.10 , pp. 212-216
    • Li, J.1    Wolf, L.2    Evanoff, B.3
  • 4
    • 37548999411 scopus 로고    scopus 로고
    • Musculoskeletal disorders within the telecommunications sector-A systematic review
    • Crawford JO, Laiou E, Spurgeon A, et al. Musculoskeletal disorders within the telecommunications sector-A systematic review. Int J Ind Ergon. 2008;38:56-72.
    • (2008) Int J Ind Ergon. , vol.38 , pp. 56-72
    • Crawford, J.O.1    Laiou, E.2    Spurgeon, A.3
  • 5
    • 20544470396 scopus 로고    scopus 로고
    • Clinical return-To-work rule for patients with back pain
    • Dionne CE, Bourbonnais R, Frémont P, et al. Clinical return-To-work rule for patients with back pain. CMAJ. 2005;172:1559-1567.
    • (2005) CMAJ. , vol.172 , pp. 1559-1567
    • Dionne, C.E.1    Bourbonnais, R.2    Frémont, P.3
  • 6
    • 33745328508 scopus 로고    scopus 로고
    • Diagnosis and treatment of low back pain
    • Koes BW, van Tulder MW, Thomas S. Diagnosis and treatment of low back pain. BMJ. 2006;332:1430-1434.
    • (2006) BMJ. , vol.332 , pp. 1430-1434
    • Koes, B.W.1    Van Tulder, M.W.2    Thomas, S.3
  • 7
    • 33750498677 scopus 로고    scopus 로고
    • Arthritis pain and disability: Response to collaborative depression care
    • Lin EHB, Tang L, Katon W, et al. Arthritis pain and disability: response to collaborative depression care. Gen Hosp Psychiatry. 2006;28:482-486.
    • (2006) Gen Hosp Psychiatry. , vol.28 , pp. 482-486
    • Lin, E.H.B.1    Tang, L.2    Katon, W.3
  • 8
    • 36549011850 scopus 로고    scopus 로고
    • Back or neck pain related disability of nursing staff in hospitals, nursing homes and home care in seven countries-results from the european next study
    • Simon M, Tackenberg P, Nienhaus A, et al. Back or neck pain related disability of nursing staff in hospitals, nursing homes and home care in seven countries-results from the European NEXT study. Int J Nurs Stud. 2008;45:24-34.
    • (2008) Int J Nurs Stud. , vol.45 , pp. 24-34
    • Simon, M.1    Tackenberg, P.2    Nienhaus, A.3
  • 9
    • 47049098976 scopus 로고    scopus 로고
    • Low back pain related disability: An integration of psychological risk factors into the stress process model
    • Truchon M, Côté D, Fillion L, et al. Low back pain related disability: an integration of psychological risk factors into the stress process model. Pain. 2008;37:564-573.
    • (2008) Pain. , vol.37 , pp. 564-573
    • Truchon, M.1    Côté, D.2    Fillion, L.3
  • 10
    • 0036778479 scopus 로고    scopus 로고
    • Decision-Trees: An overview and their use in medicine
    • Podforelec V, Kokol P, Stiglic B, et al. Decision-Trees: an overview and their use in medicine. J Med Syst. 2002;26:445-463.
    • (2002) J Med Syst. , vol.26 , pp. 445-463
    • Podforelec, V.1    Kokol, P.2    Stiglic, B.3
  • 11
    • 77951206659 scopus 로고    scopus 로고
    • A multiple decision trees architecture for medical diagnosis. The differentiation of opening snap, second heart sound split and third heart sound
    • Stasis AC, Loukis EN, Pavlopoulos SA, et al. A multiple decision trees architecture for medical diagnosis. The differentiation of opening snap, second heart sound split and third heart sound. Comput Manag Sci. 2004;1:245-274.
    • (2004) Comput Manag Sci. , vol.1 , pp. 245-274
    • Stasis, A.C.1    Loukis, E.N.2    Pavlopoulos, S.A.3
  • 12
    • 33846929438 scopus 로고    scopus 로고
    • Linking clinical measurements and kinematic gait patterns of toe-walking using fuzzy decision trees
    • Armand S, Watelain E, Lensel G, et al. Linking clinical measurements and kinematic gait patterns of toe-walking using fuzzy decision trees. Gait Posture. 2007;25:475-484.
    • (2007) Gait Posture. , vol.25 , pp. 475-484
    • Armand, S.1    Watelain, E.2    Lensel, G.3
  • 13
    • 0035478854 scopus 로고    scopus 로고
    • Decision-Tree forests
    • Breiman L Decision-Tree forests. Mach Learn. 2001;45:5-32.
    • (2001) Mach Learn. , vol.45 , pp. 5-32
    • Breiman, L.1
  • 14
    • 2942603144 scopus 로고    scopus 로고
    • A comparison of likert scale and visual analog scales as response options in children's questionnaires
    • Van Laerhoven H, van der Zaag-Loonene HJ, Derkx BHF. A comparison of Likert scale and visual analog scales as response options in children's questionnaires. Acta Paediatr. 2004;93:830-835.
    • (2004) Acta Paediatr. , vol.93 , pp. 830-835
    • Van Laerhoven, H.1    Van Der Zaag-Loonene, H.J.2    Derkx, B.H.F.3
  • 15
    • 70349897903 scopus 로고    scopus 로고
    • Evaluation of lifestyle risk factors and job status associated with back injuries among employees at a mid-western university
    • Bidassie B, McGlothlin JD, Mena I, et al. Evaluation of lifestyle risk factors and job status associated with back injuries among employees at a mid-western university. Appl Ergon. 2010;41:106-114.
    • (2010) Appl Ergon. , vol.41 , pp. 106-114
    • Bidassie, B.1    McGlothlin, J.D.2    Mena, I.3
  • 16
    • 0842284347 scopus 로고    scopus 로고
    • Back pain-individual and genetic factors
    • LeBoeuf-Yde C. Back pain-individual and genetic factors. J Electromyogr Kinesiol. 2004;14:129-133.
    • (2004) J Electromyogr Kinesiol. , vol.14 , pp. 129-133
    • LeBoeuf-Yde, C.1
  • 17
    • 23844551745 scopus 로고    scopus 로고
    • The effect of insoles in the incidence and severity of low back pain among workers whose job involves longdistance walking
    • Shabat S, Gefen T, Nyska M. The effect of insoles in the incidence and severity of low back pain among workers whose job involves longdistance walking. Eur Spine J. 2005;14:546-550.
    • (2005) Eur Spine J. , vol.14 , pp. 546-550
    • Shabat, S.1    Gefen, T.2    Nyska, M.3
  • 18
    • 30544450857 scopus 로고    scopus 로고
    • The prevalence of and risk factors for back pain among home care nursing personnel in hong kong
    • Cheung J, Gillen M, Faucett J. The prevalence of and risk factors for back pain among home care nursing personnel in Hong Kong. Am J Ind Med. 2006;49:14-22.
    • (2006) Am J Ind Med. , vol.49 , pp. 14-22
    • Cheung, J.1    Gillen, M.2    Faucett, J.3
  • 19
    • 0034072699 scopus 로고    scopus 로고
    • The relationship between psychological work characteristics and low back pain: Underlying methodological issues
    • Davis KG, Heaney CA. The relationship between psychological work characteristics and low back pain: underlying methodological issues. Clin Biomech. 2000;15:289-406.
    • (2000) Clin Biomech. , vol.15 , pp. 289-406
    • Davis, K.G.1    Heaney, C.A.2
  • 20
    • 0037692870 scopus 로고    scopus 로고
    • Spatial analysis of countylevel variation in hospitalization rates for low back problems in north carolina
    • Joines JD, Hertz-Picciotto I, Carey TS, et al. Spatial analysis of countylevel variation in hospitalization rates for low back problems in North Carolina. Soc Sci Med. 2002;56:2541-2553.
    • (2002) Soc Sci Med. , vol.56 , pp. 2541-2553
    • Joines, J.D.1    Hertz-Picciotto, I.2    Carey, T.S.3
  • 21
    • 0027652495 scopus 로고
    • Exploring the decision forest: An empirical investigation of occam's razor in decision-Tree induction
    • Murphy P, Patrick M, Michael J.P. Exploring the decision forest: an empirical investigation of Occam's Razor in decision-Tree induction. J Artif Intell Res. 1994;1:257-275.
    • (1994) J Artif Intell Res. , vol.1 , pp. 257-275
    • Murphy, P.1    Patrick, M.2    Michael, J.P.3
  • 23
    • 45849106158 scopus 로고    scopus 로고
    • Sitting versus standing: Does the intradiscal pressure cause disc degeneration on low back pain?
    • Claus A, Hides J, Moseley GL, et al. Sitting versus standing: does the intradiscal pressure cause disc degeneration on low back pain? J Electromyogr Kinesiol. 2008;18:550-558.
    • (2008) J Electromyogr Kinesiol. , vol.18 , pp. 550-558
    • Claus, A.1    Hides, J.2    Moseley, G.L.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.