Skip to main content
Top
Published in: European Spine Journal 5/2018

01-05-2018 | Original Article

Risk factors of non-specific spinal pain in childhood

Authors: Julia Szita, Sara Boja, Agnes Szilagyi, Annamaria Somhegyi, Peter Pal Varga, Aron Lazary

Published in: European Spine Journal | Issue 5/2018

Login to get access

Abstract

Purpose

Non-specific spinal pain can occur at all ages and current evidence suggests that pediatric non-specific spinal pain is predictive for adult spinal conditions. A 5-year long, prospective cohort study was conducted to identify the lifestyle and environmental factors leading to non-specific spinal pain in childhood.

Materials and methods

Data were collected from school children aged 7–16 years, who were randomly selected from three different geographic regions in Hungary. The risk factors were measured with a newly developed patient-reported questionnaire (PRQ). The quality of the instrument was assessed by the reliability with the test–retest method. Test (N = 952) and validity (N = 897) datasets were randomly formed. Risk factors were identified with uni- and multivariate logistic regression models and the predictive performance of the final model was evaluated using the receiver operating characteristic (ROC) method.

Results

The final model was built up by seven risk factors for spinal pain for days; age > 12 years, learning or watching TV for more than 2 h/day, uncomfortable school-desk, sleeping problems, general discomfort and positive familiar medical history (χ2 = 101.07; df = 8; p < 0.001). The probabilistic performance was confirmed with ROC analysis on the test and validation cohorts (AUC = 0.76; 0.71). A simplified risk scoring system showed increasing possibility for non-specific spinal pain depending on the number of the identified risk factors (χ2 = 65.0; df = 4; p < 0.001).

Conclusion

Seven significant risk factors of non-specific spinal pain in childhood were identified using the new, easy to use and reliable PRQ which makes it possible to stratify the children according to their individual risk.

Graphical abstract

These slides can be retrieved under Electronic Supplementary Material.
Appendix
Available only for authorised users
Literature
1.
go back to reference Murray CJ, Barber RM, Foreman KJ, Abbasoglu Ozgoren A, Abd-Allah F, Abera SF et al (2015) Global, regional, and national disability-adjusted life years (DALYs) for 306 diseases and injuries and healthy life expectancy (HALE) for 188 countries, 1990–2013: quantifying the epidemiological transition. Lancet 386(10009):2145–2191. https://doi.org/10.1016/S0140-6736(15)61340-X CrossRefPubMed Murray CJ, Barber RM, Foreman KJ, Abbasoglu Ozgoren A, Abd-Allah F, Abera SF et al (2015) Global, regional, and national disability-adjusted life years (DALYs) for 306 diseases and injuries and healthy life expectancy (HALE) for 188 countries, 1990–2013: quantifying the epidemiological transition. Lancet 386(10009):2145–2191. https://​doi.​org/​10.​1016/​S0140-6736(15)61340-X CrossRefPubMed
2.
go back to reference Waddell G (1987) 1987 Volvo award in clinical sciences. A new clinical model for the treatment of low-back pain. Spine (Phila Pa 1976) 12(7):632–644CrossRef Waddell G (1987) 1987 Volvo award in clinical sciences. A new clinical model for the treatment of low-back pain. Spine (Phila Pa 1976) 12(7):632–644CrossRef
5.
go back to reference Childs JD, Cleland JA, Elliott JM, Teyhen DS, Wainner RS, Whitman JM, Sopky BJ, Godges JJ, Flynn TW, American Physical Therapy A (2008) Neck pain: clinical practice guidelines linked to the international classification of functioning, disability, and health from the orthopedic section of the American physical therapy association. J Orthop Sports Phys Ther 38(9):A1–A34. https://doi.org/10.2519/jospt.2008.0303 CrossRefPubMed Childs JD, Cleland JA, Elliott JM, Teyhen DS, Wainner RS, Whitman JM, Sopky BJ, Godges JJ, Flynn TW, American Physical Therapy A (2008) Neck pain: clinical practice guidelines linked to the international classification of functioning, disability, and health from the orthopedic section of the American physical therapy association. J Orthop Sports Phys Ther 38(9):A1–A34. https://​doi.​org/​10.​2519/​jospt.​2008.​0303 CrossRefPubMed
14.
go back to reference Balague F, Skovron ML, Nordin M, Dutoit G, Pol LR, Waldburger M (1995) Low back pain in schoolchildren. A study of familial and psychological factors. Spine (Phila Pa 1976) 20(11):1265–1270CrossRef Balague F, Skovron ML, Nordin M, Dutoit G, Pol LR, Waldburger M (1995) Low back pain in schoolchildren. A study of familial and psychological factors. Spine (Phila Pa 1976) 20(11):1265–1270CrossRef
16.
go back to reference Jones GT, Watson KD, Silman AJ, Symmons DP, Macfarlane GJ (2003) Predictors of low back pain in British schoolchildren: a population-based prospective cohort study. Pediatrics 111(4 Pt 1):822–828CrossRefPubMed Jones GT, Watson KD, Silman AJ, Symmons DP, Macfarlane GJ (2003) Predictors of low back pain in British schoolchildren: a population-based prospective cohort study. Pediatrics 111(4 Pt 1):822–828CrossRefPubMed
20.
go back to reference Landis JR, Koch GG (1977) The measurement of observer agreement for categorical data. Biometrics 33(1):159–174CrossRefPubMed Landis JR, Koch GG (1977) The measurement of observer agreement for categorical data. Biometrics 33(1):159–174CrossRefPubMed
21.
go back to reference Peduzzi P, Concato J, Kemper E, Holford TR, Feinstein AR (1996) A simulation study of the number of events per variable in logistic regression analysis. J Clin Epidemiol 49(12):1373–1379CrossRefPubMed Peduzzi P, Concato J, Kemper E, Holford TR, Feinstein AR (1996) A simulation study of the number of events per variable in logistic regression analysis. J Clin Epidemiol 49(12):1373–1379CrossRefPubMed
26.
go back to reference Olsen TL, Anderson RL, Dearwater SR, Kriska AM, Cauley JA, Aaron DJ, LaPorte RE (1992) The epidemiology of low back pain in an adolescent population. Am J Public Health 82(4):606–608CrossRefPubMedPubMedCentral Olsen TL, Anderson RL, Dearwater SR, Kriska AM, Cauley JA, Aaron DJ, LaPorte RE (1992) The epidemiology of low back pain in an adolescent population. Am J Public Health 82(4):606–608CrossRefPubMedPubMedCentral
28.
go back to reference Harreby M, Nygaard B, Jessen T, Larsen E, Storr-Paulsen A, Lindahl A, Fisker I, Laegaard E (1999) Risk factors for low back pain in a cohort of 1389 Danish school children: an epidemiologic study. Eur Spine J 8(6):444–450CrossRefPubMedPubMedCentral Harreby M, Nygaard B, Jessen T, Larsen E, Storr-Paulsen A, Lindahl A, Fisker I, Laegaard E (1999) Risk factors for low back pain in a cohort of 1389 Danish school children: an epidemiologic study. Eur Spine J 8(6):444–450CrossRefPubMedPubMedCentral
32.
go back to reference Limon S, Valinsky LJ, Ben-Shalom Y (2004) Children at risk: risk factors for low back pain in the elementary school environment. Spine (Phila Pa 1976) 29(6):697–702CrossRef Limon S, Valinsky LJ, Ben-Shalom Y (2004) Children at risk: risk factors for low back pain in the elementary school environment. Spine (Phila Pa 1976) 29(6):697–702CrossRef
33.
go back to reference Watson KD, Papageorgiou AC, Jones GT, Taylor S, Symmons DP, Silman AJ, Macfarlane GJ (2002) Low back pain in schoolchildren: occurrence and characteristics. Pain 97(1–2):87–92CrossRefPubMed Watson KD, Papageorgiou AC, Jones GT, Taylor S, Symmons DP, Silman AJ, Macfarlane GJ (2002) Low back pain in schoolchildren: occurrence and characteristics. Pain 97(1–2):87–92CrossRefPubMed
Metadata
Title
Risk factors of non-specific spinal pain in childhood
Authors
Julia Szita
Sara Boja
Agnes Szilagyi
Annamaria Somhegyi
Peter Pal Varga
Aron Lazary
Publication date
01-05-2018
Publisher
Springer Berlin Heidelberg
Published in
European Spine Journal / Issue 5/2018
Print ISSN: 0940-6719
Electronic ISSN: 1432-0932
DOI
https://doi.org/10.1007/s00586-018-5516-1

Other articles of this Issue 5/2018

European Spine Journal 5/2018 Go to the issue