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Factors associated with internalizing or somatic symptoms in a cross-sectional study of school children in grades 1-10



School related factors that may contribute to children's subjective health have not been extensively studied. We assessed whether factors assumed to promote health and factors assumed to have adverse effects were associated with self-reported internalizing or somatic symptoms.


In a cross-sectional study, 230 boys and 189 girls in grades 1-10 from five schools responded to the same set of questions. Proportional odds logistic regression was used to assess associations of school related factors with the prevalence of sadness, anxiety, stomach ache, and headache.


In multivariable analyses, perceived loneliness showed strong and positive associations with sadness (odds ratio, 1.94, 95% CI 1.42 to 2.64), anxiety (odds ratio, 1.78, 95% CI 1.31 to 2.42), and headache (odds ratio, 1.47, 95% CI 1.10 to 1.96), with consistently stronger associations for girls than boys. Among assumed health promoting factors, receiving necessary help from teachers was associated with lower prevalence of stomach ache in girls (odds ratio, 0.51, 95% CI 0.30 to 0.87).


These findings suggest that perceived loneliness may be strongly related to both internalizing and somatic symptoms among school children, and for girls, the associations of loneliness appear to be particularly strong.


Children's perceived health status influences their daily life [1, 2], and childhood health is also a powerful predictor for health in adulthood [3, 4]. Health complaints are typically classified as either emotional or somatic, and a combination of these types of symptoms is not uncommon [510].

Anxiety and depression are the most common emotional problems, and appear to be more prevalent among girls, with fairly high co-morbidity (20-50%) [11]. Anxiety tends to predate depression [6, 9], and the prevalence may range from 6% to 18% in childhood and adolescence [11]. Depressive disorders are rare among young children, but in adolescence the prevalence may be as high as 8% [11]. The results of long term follow-up studies suggest that early emotional symptoms may predict higher risk of mental and physical disease in middle age [1214].

Headache and stomach pain are the most prevalent physical complaints at a young age [15]. Before elementary school, children rarely complain about headache [16], but the prevalence increases with age [10, 17, 18]. Around puberty, about 15% may report frequent or severe headache, and more than half of the students in high school may report less frequent episodes of headache [17]. Before puberty, the prevalence of reported headache seems to be higher in boys than girls, but after puberty, the prevalence appears to be higher among girls [17, 18].

Stomach pain appears to be more frequent among younger than older children [16, 19, 20]. Recurrence of abdominal pain may range from 10-45% [21], and in adolescence (11-15 years), the total prevalence of self-reported episodes of stomach pain is around 50%, and the estimates are higher for girls than boys [20, 22]. Perceived abdominal pain in childhood has been associated with higher risk of both physical and mental disorders later in life [23, 24].

In school, both circumstances in class and during recess may be important for the children's health and wellbeing. Learning disabilities, low academic achievement or emotional distress may be associated with poorer health [22, 2528]. Victimization caused by bullying, as well as perceived loneliness, have also been associated with adverse health effects, both in the short and long term [2931]. Further, experiencing caring teachers and belonging to school have been related to good health and wellbeing [32], and negatively associated with emotional distress and risky behaviour [33, 34]. There is also evidence to suggest that connectedness to school may be associated with better health in the long term and less risky behaviour [3537].

In the present study of more than 400 school children, we collected information on self-reported sadness and anxiety, and headache and stomach ache. The aim was to assess whether factors assumed to influence health status, either negatively or positively, were associated with the prevalence of the four symptoms.


Participants and procedure

This study is based on a convenience sample of children from five schools in Møre and Romsdal County, Norway, who participated in a project that was organized by the schools. The headmasters agreed to participate in two cross sectional surveys that were set two years apart. The headmasters' decision was approved by each School's Collaborative Committee (sanctioned by law, and including representatives for teachers, parents and children). In the present study, data were used from the first survey that was carried out from May to June 2002.

Three schools had grades from 1 to 7, and two schools had grades from 1 to 10. Altogether 423 children were invited, and included all children from four of the schools and children in grades 7-10 from the fifth school. The children were between seven and 16 years of age at attendance. One child moved before the data collection started, and three children were on sick leave during the study period. Thus, 419 (99%) children were included in the analyses.

Parents were informed about the survey in the context of a school meeting that indicated the start of the project. Information letters signed by the headmaster and by the principal investigator (AL) were sent to all parents, describing the aims of the survey, and emphasising that participation was voluntary, and that the collected information was confidential. Children/parents who did not want to participate were asked to notify their main teacher or headmaster. In each class, teachers informed the children in greater detail about the survey.

In this study, we applied a questionnaire that has been described in more detail elsewhere [38]. The reliability of the questionnaire was tested in another material gathered from children in grades 3, 6, and 9. Of 179 eligible children, the questionnaire was completed by 154 (86%) children two times with three weeks apart. The test-retest reliability for the 49 ordinal questions was acceptable with 82% of the Spearman's rho coefficients ranging between 0.45 and 0.64 (mean rho = 0.55), and all p-values < 0.001. With regard to the 15 variables used in the present study correlations varied from 0.46 to 0.71.

The data collection of the present study was administered by school nurses and headmasters. Instead of letting all children fill in the questionnaire themselves, 180 children in grades 1-4, 53 children in grades 5-7, and three children in grades 8-10 were interviewed by trained school nurses who used the questionnaire as a guide. Under the instruction of the school nurse or a trained teacher the remaining 183 children completed the questionnaires themselves during a lesson that was allocated to this task.


Children's health symptoms were measured by four questions: "Lately, how often have you felt: 1) sadness; 2) anxiety; 3) stomach ache; or 4) headache?" Each question had five response options; never (1), seldom, sometimes, often, and always (5). Sadness and anxiety were denoted internalizing symptoms, stomach ache and headache were denoted somatic symptoms.

The questionnaire consisted of a combination of items that are assumed to promote health, and items that may be adversely associated with health. Factors assumed to adversely influence health included perceived academic problems, disturbances at work, being bothered in class, loneliness and victimization (being bullied). Among variables assumed to promote health were enjoyment in doing school work, a feeling of receiving help and assistance when needed, and satisfaction with performed school work. In addition, supportiveness of friends, peers and teachers was assumed to promote health. Responses to the questions were ranked on ordinal scales, with four or five response options (see Figure 1). The given responses should be relevant for the current school year. The assumed promoting and adverse factors have been described elsewhere [38].

Figure 1
figure 1

An example of questions from the School wellbeing Student questionnaire , developed by Audhild Løhre.


The survey was approved by the statutory School Collaborative Committees, and the collection of data was approved by The Norwegian Data Inspectorate.


The analyses were performed with proportional odds logistic regression [39] using sadness, anxiety, stomach ache and headache as dependent variables. First, each factor was included separately as a covariate, adjusting only for gender and grade. Thereafter, all covariates were included simultaneously in a multivariable model. These analyses were also carried out separately for boys and girls.

The health symptoms were categorical ordinal variables with five levels, and applying proportional odds logistic regression is expected to be more efficient than using binary logistic regression [40, 41]. In a binary logistic regression, the dependent variable had to be dichotomized at one of four alternative cut points. Proportional odds logistic regression is equivalent to performing four binary logistic regression analyses simultaneously, and the model assumes the odds ratio to be the same for every cut point.

All tests were two-sided, and p-values < 0.05 were considered significant. The statistical analyses were performed in SPSS for Windows (version 15.0 SPSS, Chicago, Illinois).


Among 419 participating children (230 boys and 189 girls), gender was evenly distributed by school grade [38]. Table 1 shows children's scores for the dependent variables; sadness, anxiety, stomach ache and headache, as well as for each independent, potentially explanatory factor. Most of the children (between 67% and 83%) reported never or seldom to have experienced any of the four symptoms, whereas about one in four children had experienced one or more of the symptoms now and then or more often. The score distribution for the independent variables was similar to the distribution of the outcomes, with the majority of children reporting the two best scores.

Table 1 Distribution of response options for dependent1 and independent2 variables

We assessed the association of each independent variable with the respective scores for sadness, anxiety, stomach ache and headache. The left part of Table 2, 3, 4, and 5 show the association of each independent variable, with adjustment for gender and grade. In the right part of the tables, the associations are also adjusted for the other variables listed in the table.

Table 2 Proportional odds logistic regression with sadness as dependent variable
Table 3 Proportional odds logistic regression with anxiety as dependent variable
Table 4 Proportional odds logistic regression with stomach ache as dependent variable
Table 5 Proportional odds logistic regression with headache as dependent variable


In the analyses only adjusting for gender and grade (left part of Table 2), most of the variables were significantly associated with sadness scores in the expected direction. Thus, all variables indicating problems in lessons or recess were related to higher degree of sadness, whereas experiencing necessary academic help, perceived satisfaction with the school work, and having many friends were associated with lower sadness scores. In the multivariable analysis (right part of Table 2), most of the associations were attenuated, and "loneliness" was the only variable that remained strongly associated with sadness (odds ratio, 1.94, 95% CI 1.42 to 2.64).

In separate analyses of boys and girls (results not tabulated), the results were similar for both genders, and "loneliness" was the only significant contributor to sadness after multivariable adjustment.


The results related to anxiety (left part of Table 3) correspond to the findings for sadness. However, after multivariable adjustment (right part of Table 3), three variables remained as possible contributors to the anxiety scores. Thus, experiencing academic problems (odds ratio, 1.59, 95% CI 1.14 to 2.21), being bothered during lessons (odds ratio, 1.54, 95% CI 1.04 to 2.27) and loneliness (odds ratio, 1.78, 95% CI 1.31 to 2.42) were all associated with higher degree of anxiety in the multivariable analysis.

Separate analyses by gender showed that experiencing academic problems was the only variable associated with anxiety among boys (odds ratio, 1.69, 95% CI 1.04 to 2.74), whereas in girls, being bothered during lessons (odds ratio, 1.80, 95% CI 1.03 to 3.14) and loneliness (odds ratio, 2.53, 95% CI 1.58 to 4.06) were strongly associated with anxiety.

Stomach ache

All the assumed adverse factors were associated with higher degree of stomach ache (left part of Table 4), whereas receiving necessary academic help was associated with a low degree of stomach ache. After multivariable adjustment (right part of Table 4), most of these associations were fully attenuated, but associations related to being bothered during lessons, loneliness and receiving necessary academic help remained of borderline statistical significance.

In separate analyses by gender, there were no clear associations with stomach ache among boys. For girls, however, receiving necessary academic help was negatively associated with the reported prevalence (odds ratio, 0.51, 95% CI 0.30 to 0.87).


The initial results for headache correspond to the patterns observed for sadness and anxiety (left part of Table 5), but after multivariable adjustment, loneliness (odds ratio, 1.47, 95% CI 1.10 to 1.96) was the only variable that remained statistically significant, suggesting that loneliness is associated with a higher prevalence of headache (right part of Table 5).

In separate analyses by gender, no clear associations with headache were present for boys, but among girls, being disturbed in school work (odds ratio, 1.79, 95% CI 1.21 to 2.65) and loneliness (odds ratio, 1.66, 95% CI 1.08 to 2.57) were both strongly and positively associated with the prevalence of headache.


In this cross-sectional study of self-reported internalizing and somatic symptoms among more than 400 school children, we found that perceived loneliness was strongly associated with the prevalence of sadness, anxiety and headache, also after adjustment for a number of potentially confounding factors. In separate analyses of boys and girls, loneliness in boys was strongly associated with sadness, whereas in girls, the association of loneliness was equally strong for sadness, anxiety and headache.

The associations of loneliness were robust, and did not substantially change from the crude (only adjusting for grade and gender) to the multivariable analysis. The results suggest that loneliness may be particularly important among girls, since loneliness was the most important correlate to high scores for three of the four symptoms.

The study was conducted in public schools in rural communities, ranging from inland to coastal environments. The population base and the very high attendance are strengths of the study, but it is a weakness that children from urban settings were not included. In the data collection, younger children were interviewed by school nurses, whereas older children completed the questionnaire themselves. Although the nurses were trained for this task, the possibility that the different procedures could have influenced the responders and introduced systematic differences in results between younger and older children can not be excluded.

Also, the cross-sectional design is a limitation of this study. That the children simultaneously reported exposures and outcomes may lead to inter-related responses to the questions, and could have caused stronger associations between explanatory factors and health outcomes. Thus, collecting outcomes at a later stage could have yielded different results. Therefore, the findings should be interpreted with caution, since cross sectional designs limit the possibility to study causal effects.

The internalizing and somatic symptoms that we used as outcome measures in this study are common, and there is evidence suggesting that self-reports of emotional and somatic symptoms are reasonably reliable in studies of health in adolescence [42]. Internalizing and somatic symptoms may infer with children's daily living and cause absence from school [1]. Further, previous studies of internalizing or somatic symptoms in childhood and adolescence have shown an increased risk of anxiety disorders, depression, and somatic illness later in life [3, 4, 9, 12, 14, 23, 24].

In the initial analyses (only adjusting for gender and grade) among factors that were assumed to promote health, children's satisfaction with academic work and the help they receive from teachers were associated with a relatively lower prevalence of symptoms. After mutual adjustment for other variables, only the negative association of help from teachers with stomach ache in girls remained significant. Previously, it has been suggested that academic satisfaction may be beneficial for children's health [43], and that support from teachers may provide protection against poor health [35, 44].

Each factor that was assumed to be adversely related to health was associated with higher scores for each of the four symtoms in the crude analyses, but after mutual adjustment for other potentially explanatory variables, most of the initial associations were fully attenuated. In other studies, multivariable adjustment also attenuated the estimates, but to different degrees [42, 4547]. Victimization caused by bullying is an example of a factor that has shown robust associations, also in multivariable analyses.

In this study, loneliness was the only factor that retained the strong relation to poorer health after adjustment for other potentially confounding factors. We cannot rule out the possibility that factors that we failed to include in the study, at least in part, may explain the associations of loneliness. Thus, it has been suggested that close friendship and peer acceptance could modify effects related to loneliness [4850]. On the other hand, it may be equally plausible that the variable loneliness captures something that in itself is strongly associated with the internalizing and somatic symptoms that we have studied. Sadness may be a key emotion for both depression [6, 51, 52] and loneliness [48], but the link of loneliness to the physical complaints, headache and stomach pain, may not be easily explained, unless these complaints represent somatic expressions of underlying emotional distress [5, 7, 53].

Only a few studies have assessed the association of perceived loneliness with health problems in childhood and adolescence, and to our knowledge, no previous study has assessed loneliness in relation to headache or stomach pain. Nonetheless, the strong associations that we found for loneliness and emotional distress are in line with previous findings. In cross-sectional studies, it has been suggested that loneliness is associated with both anxiety [54, 55] and depression [30, 56], and that persistent loneliness may contribute to later emotional disorders [56]. From a recent prospective study that followed children from childhood to adolescence, it was reported that measures of loneliness at the age of 5 and 9 years could predict depressive symptoms at 13 years of age [57].

Few studies have compared internalizing or somatic symptoms between girls and boys in relation to loneliness, and there are no consistent gender differences [56]. We found, however, a strong association of loneliness with anxiety and headache among adolescent girls, but not in boys, whereas for sadness, there was a clear association of loneliness for both genders.


In this population study of children between 7 and 16 years of age, perceived loneliness appears to be of special importance in relation to internalizing and somatic symptoms, and for girls, perceived loneliness may be particularly important in relation to emotional distress (sadness and anxiety) and physical complaints (headache). Longitudinal studies that measure the impact of factors that are associated with perceived loneliness and their relation with subsequent health problems are recommended.

Emotional and somatic symptoms are common in childhood and adolescence. Teachers, school nurses, clinicians, and others need to be aware of the strong relation between loneliness and ill health, and daily routines should be established to reduce loneliness among school children. It is possible that a caring attention from teachers and school nurses combined with strategic planning of activities and peer collaboration may reduce loneliness among the children.


  1. Roth-Isigkeit A, Thyen U, Stoven H, Schwarzenberger J, Schmucker P: Pain among children and adolescents: Restrictions in daily living and triggering factors. Pediatrics. 2005, 115: 152-162. 10.1542/peds.2004-0682.

    Article  Google Scholar 

  2. Zhang J-J, Li N-X, Liu C-J: Associations between poor health and school-related behavior problems at the child and family levels: a cross-sectional study of migrant children and adolescents in southwest urban China. J Sch Health. 2010, 80: 296-303. 10.1111/j.1746-1561.2010.00504.x.

    Article  PubMed  Google Scholar 

  3. Hotopf M, Mayou R, Wadsworth M, Wessely S: Childhood risk factors for adults with medically unexplained symptoms: Results from a national birth cohort study. Am J Psychiatry. 1999, 156: 1796-1800.

    CAS  PubMed  Google Scholar 

  4. Zwaigenbaum L, Szatmari P, Boyle MH, Offord DR: Highly somatizing young adolescents and the risk of depression. Pediatrics. 1999, 103: 1203-1209. 10.1542/peds.103.6.1203.

    Article  CAS  PubMed  Google Scholar 

  5. Anttila P, Sourander A, Metsähonkala L, Aromaa M, Helenius H, Sillanpää M: Psychiatric symptoms in children with primary headache. J Am Acad Child Adolesc Psychiatry. 2004, 43: 412-419. 10.1097/00004583-200404000-00007.

    Article  PubMed  Google Scholar 

  6. Brady EU, Kendall PC: Comorbidity of anxiety and depression in children and adolescents. Psychol Bull. 1992, 111: 244-255. 10.1037/0033-2909.111.2.244.

    Article  CAS  PubMed  Google Scholar 

  7. Dufton LM, Dunn MJ, Compas BE: Anxiety and somatic complaints in children with recurrent abdominal pain and anxiety disorders. J Pediatr Psychol. 2009, 34: 176-186. 10.1093/jpepsy/jsn064.

    Article  PubMed Central  PubMed  Google Scholar 

  8. Kristjansdottir G: Prevalence of pain combinations and overall pain: A study of headache, stomach pain and back pain among school-children. Scand J Public Health. 1997, 25: 58-63. 10.1177/140349489702500112.

    Article  CAS  Google Scholar 

  9. Snyder J, Bullard L, Wagener A, Leong PK, Snyder J, Jenkins M: Childhood anxiety and depressive symptoms: Trajectories, relationship, and association with subsequent depression. J Clin Child Adolesc Psychol. 2009, 38: 837-849. 10.1080/15374410903258959.

    Article  PubMed  Google Scholar 

  10. Strine TW, Okoro CA, McGuire LC, Balluz LS: The associations among childhood headaches, emotional and behavioral difficulties, and health care use. Pediatrics. 2006, 117: 1728-1735. 10.1542/peds.2005-1024.

    Article  PubMed  Google Scholar 

  11. Zahn-Waxler C, Klimes-Dougan B, Slattery MJ: Internalizing problems of childhood and adolescence: Prospects, pitfalls, and progress in understanding the development of anxiety and depression. Dev Psychopathol. 2000, 12: 443-466. 10.1017/S0954579400003102.

    Article  CAS  PubMed  Google Scholar 

  12. Clark C, Rodgers B, Caldwell T, Power C, Stansfeld S: Childhood and adulthood psychological ill health as predictors of midlife affective and anxiety disorders: The 1958 British birth cohort. Arch Gen Psychiatry. 2007, 64: 668-678. 10.1001/archpsyc.64.6.668.

    Article  PubMed  Google Scholar 

  13. Jokela M, Ferrie JE, Kivimäki M: Childhood problem behaviors and death by midlife: The British National Child Development Study. J Am Acad Child Adolesc Psychiatry. 2009, 48: 19-24. 10.1097/CHI.0b013e31818b1c76.

    Article  PubMed  Google Scholar 

  14. Kasen S, Cohen P: What we can and cannot say about long-term longitudinal studies of childhood disorder. Acta Psychiatr Scand. 2009, 120: 165-166. 10.1111/j.1600-0447.2009.01420.x.

    Article  PubMed  Google Scholar 

  15. Berntsson LT, Köhler L, Gustafsson JE: Psychosomatic complaints in schoolchildren: a Nordic comparison. Scand J Public Health. 2001, 29: 44-54. 10.1177/14034948010290011001.

    Article  CAS  PubMed  Google Scholar 

  16. Borge AIH, Nordhagen R, Moe B, Botten G, Bakketeig LS: Prevalence and persistence of stomach ache and headache among children. Follow-up of a cohort of Norwegian children from 4 to 10 years of age. Acta Paediatr. 1994, 83: 433-437. 10.1111/j.1651-2227.1994.tb18137.x.

    Article  CAS  PubMed  Google Scholar 

  17. Lewis DW: Headaches in Children and Adolescents. Curr Probl Pediatr Adolesc Health Care. 2007, 37: 207-246. 10.1016/j.cppeds.2007.03.003.

    Article  PubMed  Google Scholar 

  18. Santinello M, Vieno A, De Vogli R: Primary Headache in Italian Early Adolescents: The Role of Perceived Teacher Unfairness. Headache: The Journal of Head and Face Pain. 2009, 49: 366-374. 10.1111/j.1526-4610.2008.01208.x.

    Article  Google Scholar 

  19. Fritz GK, Fritsch S, Hagino O: Somatoform Disorders in Children and Adolescents: A Review of the Past 10 Years. J Am Acad Child Adolesc Psychiatry. 1997, 36: 1329-1338. 10.1097/00004583-199710000-00014.

    Article  CAS  PubMed  Google Scholar 

  20. Kristjánsdóttir G: Sociodemographic differences in the prevalence of self-reported stomach pain in school children. Eur J Pediatr. 1996, 155: 981-983. 10.1007/BF02282891.

    Article  PubMed  Google Scholar 

  21. Plunkett A, Beattie RM: Recurrent abdominal pain in childhood. J R Soc Med. 2005, 98: 101-106. 10.1258/jrsm.98.3.101.

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  22. Natvig GK, Albrektsen G, Anderssen N, Qvarnstrøm U: School-related stress and psychosomatic symptoms among school adolescents. J Sch Health. 1999, 69: 362-368. 10.1111/j.1746-1561.1999.tb06430.x.

    Article  CAS  PubMed  Google Scholar 

  23. Hotopf M, Carr S, Mayou R, Wadsworth M, Wessely S: Why do children have chronic abdominal pain, and what happens to them when they grow up? Population based cohort study. BMJ. 1998, 316: 1196-1200.

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  24. Walker LS, Garber J, Van Slyke DA, Greene JW: Long-Term Health Outcomes in Patients with Recurrent Abdominal Pain. J Pediatr Psychol. 1995, 20: 233-245. 10.1093/jpepsy/20.2.233.

    Article  CAS  PubMed  Google Scholar 

  25. Heath NL, Ross S: Prevalence and expression of depressive symptomatology in students with and without learning disabilities. Learn Disability Quart. 2000, 23: 24-36. 10.2307/1511097.

    Article  Google Scholar 

  26. Torsheim T, Aaroe LE, Wold B: School-related stress, social support, and distress: prospective analysis of reciprocal and multilevel relationships. Scand J Psychol. 2003, 44: 153-159. 10.1111/1467-9450.00333.

    Article  PubMed  Google Scholar 

  27. Valås H: Students with learning disabilities and low-achieving students: Peer acceptance, loneliness, self-esteem, and depression. Soc Psychol Educ. 1999, 3: 173-192. 10.1023/A:1009626828789.

    Article  Google Scholar 

  28. Wiener J, Schneider BH: A multisource exploration of the friendship patterns of children with and without learning disabilities. J Abnorm Child Psychol. 2002, 30: 127-141. 10.1023/A:1014701215315.

    Article  PubMed  Google Scholar 

  29. Arseneault L, Bowes L, Shakoor S: Bullying victimization in youths and mental health problems: Much ado about nothing?. Psychol Med. 2010, 40: 717-729. 10.1017/S0033291709991383.

    Article  CAS  PubMed  Google Scholar 

  30. Galanaki EP, Polychronopoulou SA, Babalis TK: Loneliness and social dissatisfaction among behaviourally at-risk children. Sch Psychol Int. 2008, 29: 214-229. 10.1177/0143034308090061.

    Article  Google Scholar 

  31. Gini G, Pozzoli T: Association between bullying and psychosomatic problems: A meta-analysis. Pediatrics. 2009, 123: 1059-1065. 10.1542/peds.2008-1215.

    Article  PubMed  Google Scholar 

  32. Resnick MD, Harris LJ, Blum RW: The impact of caring and connectedness on adolescent health and well-being. J Paediatr Child Health. 1993, 29: S3-S9. 10.1111/j.1440-1754.1993.tb02257.x.

    Article  PubMed  Google Scholar 

  33. Bonny AE, Britto MT, Klostermann BK, Hornung RW, Slap GB: School Disconnectedness: Identifying Adolescents at Risk. Pediatrics. 2000, 106: 1017-1021. 10.1542/peds.106.5.1017.

    Article  CAS  PubMed  Google Scholar 

  34. Resnick MD, Bearman PS, Blum RW, Bauman KE, Harris KM, Jones J, Tabor J, Beuhring T, Sieving RE, Shew M: Protecting adolescents from harm. Findings from the National Longitudinal Study on Adolescent Health. JAMA. 1997, 278: 823-832. 10.1001/jama.278.10.823.

    Article  CAS  PubMed  Google Scholar 

  35. Bond L, Butler H, Thomas L, Carlin J, Glover S, Bowes G, Patton G: Social and school connectedness in early secondary school as predictors of late teenage substance use, mental health, and academic outcomes. J Adolescent Health. 2007, 40: e9-18. 10.1016/j.jadohealth.2006.10.013.

    Article  Google Scholar 

  36. Catalano RF, Haggerty KP, Oesterle S, Fleming CB, Hawkins JD: The importance of bonding to school for healthy development: findings from the Social Development Research Group. J Sch Health. 2004, 74: 252-261. 10.1111/j.1746-1561.2004.tb08281.x.

    Article  PubMed  Google Scholar 

  37. Shochet IM, Dadds MR, Ham D, Montague R: School connectedness is an underemphasized parameter in adolescent mental health: Results of a community prediction study. J Clin Child Adolesc Psychol. 2006, 35: 170-179. 10.1207/s15374424jccp3502_1.

    Article  PubMed  Google Scholar 

  38. Løhre A, Lydersen S, Vatten LJ: School wellbeing among children in grades 1-10. BMC Public Health. 2010, 10: 526-10.1186/1471-2458-10-526.

    Article  PubMed Central  PubMed  Google Scholar 

  39. Kleinbaum DG, Klein M: Logistic Regression: A Self-Learning Text. 2002, New York, Springer-Verlag, 2

    Google Scholar 

  40. Ananth C, Kleinbaum D: Regression models for ordinal responses: a review of methods and applications. Int J Epidemiol. 1997, 26: 1323-1333. 10.1093/ije/26.6.1323.

    Article  CAS  PubMed  Google Scholar 

  41. Ravichandran C, Fitzmaurice GM: To dichotomize or not to dichotomize?. Nutrition. 2008, 24: 610-611. 10.1016/j.nut.2008.01.016.

    Article  PubMed  Google Scholar 

  42. Breidablik HJ, Meland E, Lydersen S: Self-rated health in adolescence: a multifactorial composite. Scand J Public Health. 2008, 36: 12-20. 10.1177/1403494807085306.

    Article  PubMed  Google Scholar 

  43. Aarø LE, Wold B, Kannas L, Rimpela M: Health behaviour in schoolchildren A WHO cross-national survey: A presentation of philosophy, methods and selected results of the first survey. Health Promot Int. 1986, 1: 17-33. 10.1093/heapro/1.1.17.

    Article  Google Scholar 

  44. McNeely C, Falci C: School connectedness and the transition into and out of health-risk behavior among adolescents: a comparison of social belonging and teacher support. J Sch Health. 2004, 74: 284-292. 10.1111/j.1746-1561.2004.tb08285.x.

    Article  PubMed  Google Scholar 

  45. Due P, Holstein BE, Lynch J, Diderichsen F, Gabhain SN, Scheidt P, Currie C: Bullying and symptoms among school-aged children: International comparative cross sectional study in 28 countries. Eur J Public Health. 2005, 15: 128-132. 10.1093/eurpub/cki105.

    Article  PubMed  Google Scholar 

  46. Lien L, Green K, Welander-Vatn A, Bjertness E: Mental and somatic health complaints associated with school bullying between 10th and 12th grade students; results from cross sectional studies in Oslo, Norway. Clin Pract Epidemiol Ment Health. 2009, 5: 6-10.1186/1745-0179-5-6.

    Article  PubMed Central  PubMed  Google Scholar 

  47. Samdal O, Nutbeam D, Wold B, Kannas L: Achieving health and educational goals through schools - a study of the importance of the school climate and the students' satisfaction with school. Health Educ Res. 1998, 13: 383-397. 10.1093/her/13.3.383.

    Article  Google Scholar 

  48. Burgess KB, Ladd GW, Kochenderfer BJ, Lambert SF, Birch SH: Loneliness during early childhood: The role of interpersonal behaviors and relationships. Loneliness in childhood and adolescence. Edited by: Rotenberg KJ, Hymel S. 1999, Cambridge: Cambridge University Press, 1: 109-134. full_text.

    Chapter  Google Scholar 

  49. Cassidy J, Asher SR: Loneliness and peer relations in young children. Child Dev. 1992, 63: 350-365. 10.2307/1131484.

    Article  CAS  PubMed  Google Scholar 

  50. Sletta O, Valås H, Skaalvik E: Peer relations, loneliness, and self-perceptions in school-aged children. Br J Educ Psychol. 1996, 66: 431-445.

    Article  PubMed  Google Scholar 

  51. Blumberg SH, Izard CE: Discriminating patterns of emotions in 10- and 11-yr-old children's anxiety and depression. J Pers Soc Psychol. 1986, 51: 852-857. 10.1037/0022-3514.51.4.852.

    Article  CAS  PubMed  Google Scholar 

  52. Suveg C, Hoffman B, Zeman J, Thomassin K: Common and specific emotion-related predictors of anxious and depressive symptoms in youth. Child Psychiatry Hum Dev. 2009, 40: 223-239. 10.1007/s10578-008-0121-x.

    Article  PubMed  Google Scholar 

  53. Larsson B, Sund AM: One-year incidence, course, and outcome predictors of frequent headaches among early adolescents. Headache. 2005, 45: 684-691. 10.1111/j.1526-4610.2005.05137a.x.

    Article  PubMed  Google Scholar 

  54. Inderbitzen-Pisaruk H, Clark ML, Solano CH: Correlates of loneliness in midadolescence. J Youth Adolesc. 1992, 21: 151-167. 10.1007/BF01537334.

    Article  CAS  PubMed  Google Scholar 

  55. Goossens L, Marcoen A: Adolescent loneliness, self-reflection, and identity: From individual differences to developmental processes. Loneliness in childhood and adolescence. Edited by: Rotenberg KJ, Hymel S. 1999, Cambridge: Cambridge University Press, 1: 225-243. full_text.

    Chapter  Google Scholar 

  56. Koenig LJ, Abrams RF: Adolescent loneliness and adjustment: A focus on gender differences. Loneliness in childhood and adolescence. Edited by: Rotenberg KJ, Hymel S. 1999, Cambridge: Cambridge University Press, 1: 296-322. full_text.

    Chapter  Google Scholar 

  57. Qualter P, Brown S, Munn P, Rotenberg K: Childhood loneliness as a predictor of adolescent depressive symptoms: an 8-year longitudinal study. Eur Child Adolesc Psychiatry. 2010, 19: 493-501. 10.1007/s00787-009-0059-y.

    Article  PubMed  Google Scholar 

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We wish to thank the school nurses, school headmasters, teachers and parents who contributed, and a special thanks to the children. The study was financially supported by the National Education Office, Møre and Romsdal County, and by the Central Norway Regional Health Authority.

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Correspondence to Audhild Løhre.

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The authors declare that they have no competing interests.

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The present cross-sectional study is part of a two year follow-up, planned and administered by AL. All the three authors participated in designing the study. AL and SL did the analyses. AL, SL, and LJV interpreted the data and wrote the paper. All authors read and approved the final manuscript.

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Løhre, A., Lydersen, S. & Vatten, L.J. Factors associated with internalizing or somatic symptoms in a cross-sectional study of school children in grades 1-10. Child Adolesc Psychiatry Ment Health 4, 33 (2010).

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