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Virtanen, Pekka
Publications (10 of 12) Show all publications
Suominen, S., Virtanen, P., Kiviruusu, O., Berg, N. & Janlert, U. (2018). The higher the drop-out the more selected the respondents in term of health behaviour?: findings from four follow up postal health surveys with varying rates of attrition. International Journal of Behavioral Medicine, 25, S219-S219
Open this publication in new window or tab >>The higher the drop-out the more selected the respondents in term of health behaviour?: findings from four follow up postal health surveys with varying rates of attrition
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2018 (English)In: International Journal of Behavioral Medicine, ISSN 1070-5503, E-ISSN 1532-7558, Vol. 25, p. S219-S219Article in journal, Meeting abstract (Other academic) Published
Place, publisher, year, edition, pages
Springer, 2018
National Category
Public Health, Global Health and Social Medicine
Identifiers
urn:nbn:se:umu:diva-152987 (URN)10.1007/s12529-018-9740-1 (DOI)000446532700665 ()
Note

Supplement: 1

Meeting Abstract: O48.5

Available from: 2018-11-01 Created: 2018-11-01 Last updated: 2025-02-21Bibliographically approved
Hammarström, A., Westerlund, H., Kirves, K., Nygren, K., Virtanen, P. & Hägglöf, B. (2016). Addressing challenges of validity and internal consistency of mental health measures in a 27- year longitudinal cohort study–the Northern Swedish Cohort study. BMC Medical Research Methodology, 16, Article ID 4.
Open this publication in new window or tab >>Addressing challenges of validity and internal consistency of mental health measures in a 27- year longitudinal cohort study–the Northern Swedish Cohort study
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2016 (English)In: BMC Medical Research Methodology, E-ISSN 1471-2288, Vol. 16, article id 4Article in journal (Refereed) Published
Abstract [en]

Background:There are inherent methodological challenges in the measurement of mental health problems in longitudinal research. There is constant development in definitions, taxonomies and demands concerning the properties of mental health measurements. The aim of this paper was to construct composite measures of mental health problems (according to today’s standard) from single questionnaire items devised in the early 1980s, and to evaluate their internal consistency and factorial invariance across the life course using the Northern Swedish Cohort.Methods:All pupils in the last year of compulsory school in Luleå in 1981 (n= 1083) form a prospective cohort study where the participants have been followed with questionnaires from the age of 16 (in 1981) until the age of43 (in 2008). We created and tested the following composite measures from self-reports at each follow-up:depressive symptoms, anxiety symptoms, functional somatic symptoms, modified GHQ and positive health. Validity and internal consistency were tested by confirmatory factor analysis, including tests of factorial invariance over time.Results:As an overall assessment, the results showed that the composite measures (based on more than 30-year-old single item questions) are likely to have acceptable factorial invariance as well as internal consistency over time.Conclusions:Testing the properties of the mental health measures used in older studies according to the standards of today is of great importance in longitudinal research. Our study demonstrates that composite measures of mental health problems can be constructed from single items which are more than 30 years old and that these measures seem to have the same factorial structure and internal consistency across a significant part of the life course. Thus, it can be possible to overcome some specific inherent methodological challenges in using historical data in longitudinal research.

Keywords
Mental health measures, Internal consistency, Validity, Longitudinal, Cohort study, Adolescence, Middle adulthood, Life course
National Category
Public Health, Global Health and Social Medicine
Identifiers
urn:nbn:se:umu:diva-114885 (URN)10.1186/s12874-015-0099-6 (DOI)000367720600001 ()26743433 (PubMedID)2-s2.0-84954025411 (Scopus ID)
Available from: 2016-04-28 Created: 2016-01-29 Last updated: 2025-02-20Bibliographically approved
Virtanen, P., Hammarström, A. & Janlert, U. (2016). Children of boom and recession and the scars to the mental health: a comparative study on the long term effects of youth unemployment. International Journal for Equity in Health, 15, Article ID 14.
Open this publication in new window or tab >>Children of boom and recession and the scars to the mental health: a comparative study on the long term effects of youth unemployment
2016 (English)In: International Journal for Equity in Health, E-ISSN 1475-9276, Vol. 15, article id 14Article in journal (Refereed) Published
Abstract [en]

BACKGROUND: Earlier research shows that there is an association between unemployment and poor mental health, and that recovery from the damages to mental health obtained during unemployment remains incomplete over a long period of time. The present study relates this 'mental health scarring' to the trade cycle, exploring if those exposed to youth unemployment during boom differ from those exposed during recession with respect to mental health in the middle age.

METHODS: The sample consists of two cohorts from the same industrial town in Northern Sweden: the cohort born in 1965 and the cohort born in 1973 included all pupils attending the last grade of compulsory school, respectively, in 1981 and in 1989. Their depressiveness and anxiousness were assessed by questionnaires at age 21 and again at age 43/39. Mental health at follow-up was related to exposure to unemployment during age years 21-25. Statistical significance of the cohort*exposure interactions from binary logistic regression analyses were used to assess the cohort differences in the mental health between Cohort65 and Cohort73, entering the labour market, respectively, during a boom and a recession.

RESULTS: Compared to the unexposed, high exposure to unemployment at the age from 21 to 25 was associated to increased probability of poor mental health in the middle age in both in Cohort65 (odds ratio 2.19 [1.46-3.30] for anxiousness and 1.85 [1.25-2.74]for depressiveness) and in Cohort73 (odds ratio 2.13 [1.33-3.39] for anxiousness and 1.38 [0.89-2.14] for depressiveness). The differences between the cohorts also turned out as statistically non-significant.

CONCLUSIONS: The scars of unemployment exposure onto future health seem to be rather insensitive to economic trades. Thus, at the population level this would mean that the long-term health costs that can be attributed to youth unemployment are more widespread in the generation that suffers of recession around the entry to the work life.

National Category
Public Health, Global Health and Social Medicine
Identifiers
urn:nbn:se:umu:diva-127466 (URN)10.1186/s12939-016-0305-0 (DOI)000368796500004 ()26792092 (PubMedID)2-s2.0-84954408477 (Scopus ID)
Available from: 2016-11-14 Created: 2016-11-14 Last updated: 2025-02-21Bibliographically approved
Rajaleid, K., Nummi, T., Westerlund, H., Virtanen, P., Gustafsson, P. E. & Hammarström, A. (2016). Social adversities in adolescence predict unfavourable trajectories of internalized mental health symptoms until middle age: results from the Northern Swedish Cohort.. European Journal of Public Health, 26(1), 23-29
Open this publication in new window or tab >>Social adversities in adolescence predict unfavourable trajectories of internalized mental health symptoms until middle age: results from the Northern Swedish Cohort.
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2016 (English)In: European Journal of Public Health, ISSN 1101-1262, E-ISSN 1464-360X, Vol. 26, no 1, p. 23-29Article in journal (Refereed) Published
Abstract [en]

BACKGROUND: Experiencing adversities during upbringing has short-term and long-term effects on mental health. This study aims to explore how social adversities in adolescence predict trajectories of internalized mental health symptoms (IMHS), from adolescence and onward until middle age.

METHODS: Based on 1040 individuals from the Northern Swedish Cohort Study, a community-based cohort with 27 years of follow-up. We applied latent class growth analysis to extract trajectories of IMHS between ages 16 and 43. Multinomial logistic regression was used to study the association of social adversities (residential mobility, residential crowding, parental loss, unemployment of a parent, physical illness of a parent, mental illness or alcohol problems of a parent) in adolescence with IMHS trajectories.

RESULTS: Five trajectory classes were identified: 'very low stable' (26% of the sample), 'low stable' (58%), 'moderate stable' (5%), 'increasing' (8%) and 'high decreasing' (3%). Both in men and women, reporting social adversities at the age of 16 increased the risk of belonging to the classes with less favourable development of IMHS. Reporting adversities was positively associated with the initial level of the IMHS trajectories. Thus it seems that the influence of adversities is more pronounced during the early years of follow-up and is attenuated over time.

CONCLUSION: Experiencing social adversities in adolescence increases the risk of entering unfavourable developmental trajectories of mental health until middle age.

Place, publisher, year, edition, pages
Oxford University Press, 2016
National Category
Public Health, Global Health and Social Medicine
Identifiers
urn:nbn:se:umu:diva-107112 (URN)10.1093/eurpub/ckv150 (DOI)000374478800008 ()26275987 (PubMedID)2-s2.0-84962018765 (Scopus ID)
Available from: 2015-08-18 Created: 2015-08-18 Last updated: 2025-02-20Bibliographically approved
Virtanen, P., Lintonen, T., Westerlund, H., Nummi, T., Janlert, U. & Hammarström, A. (2016). Unemployment in the teens and trajectories of alcohol consumption in adulthood. BMJ Open, 6(3), Article ID e006430.
Open this publication in new window or tab >>Unemployment in the teens and trajectories of alcohol consumption in adulthood
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2016 (English)In: BMJ Open, E-ISSN 2044-6055, Vol. 6, no 3, article id e006430Article in journal (Refereed) Published
Abstract [en]

Objectives The unemployed are assumed to adopt unhealthy behaviours, including harmful use of alcohol. This study sought to elucidate the relations between unemployment before age 21years and consumption of alcohol from 21 to 42years. The design was based on the conception of youth as a sensitive period for obtaining drinking scars' that are visible up to middle age.

Setting The Northern Swedish Cohort Study has followed up a population sample from 1981 to 2007 with five surveys.

Participants All pupils (n=1083) attending the last year of compulsory school in Lulea participated in the baseline survey in classrooms, and 1010 of them (522 men and 488 women) participated in the last follow-up survey that was conducted at classmate reunions or by post or by phone.

Outcome measure The trajectory of alcohol consumption from 21 to 43years, obtained with latent class growth analyses, was scaled.

Results Men were assigned to five and women to three consumption trajectories. The trajectory membership was regressed on accumulation of unemployment from 16 to 21years, with multinomial logistic regression analyses. The trajectory of moderate consumption was preceded by lowest exposure to unemployment in men and in women. With reference to this, the relative risk ratios for high-level trajectory groups were 3.49 (1.25 to 9.79) in men and 1.41 (0.74 to 2.72) in women, but also the trajectories of low-level consumption were more probable (relative risk ratio 3.18 (1.12 to 9.02) in men and 2.41 (1.24 to 4.67) in women).

Conclusions High-level alcohol consumption throughout adulthood is, particularly among men, partly due to scars' from youth unemployment, particularly in men, but there are also groups of men and women where unemployment in the teens predicts a trajectory of low consumption.

Keywords
youth unemployment, population cohort, alcohol consumption, trajectory analysis
National Category
Public Health, Global Health and Social Medicine
Identifiers
urn:nbn:se:umu:diva-120368 (URN)10.1136/bmjopen-2014-006430 (DOI)000374052300001 ()27016242 (PubMedID)2-s2.0-84962225049 (Scopus ID)
Available from: 2016-05-16 Created: 2016-05-16 Last updated: 2025-02-20Bibliographically approved
Virtanen, P., Nummi, T., Lintonen, T., Westerlund, H., Hägglöf, B. & Hammarström, A. (2015). Mental health in adolescence as determinant of alcohol consumption trajectories in the Northern Swedish Cohort. International Journal of Public Health, 63(3), 335-342
Open this publication in new window or tab >>Mental health in adolescence as determinant of alcohol consumption trajectories in the Northern Swedish Cohort
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2015 (English)In: International Journal of Public Health, ISSN 1661-8556, E-ISSN 1661-8564, Vol. 63, no 3, p. 335-342Article in journal (Refereed) Published
Abstract [en]

The study aimed to analyze whether poor mental health in adolescence predicts heavy alcohol consumption over the long term. Alcohol consumption in the population cohort (n = 1010) was surveyed at the ages of 16, 18, 21, 30 and 42. Utilizing latent class growth analysis, six consumption trajectories ranging from 'Late Onset Low' to 'Early Onset High' were defined and analyzed with respect to internalization (depressiveness and anxiousness) and externalization (truancy and vandalism) at age 16. Poor mental health predicted the Early Onset High trajectory (risk ratios in relation to the compliant trajectory 3.59 for anxiousness, 2.85 for depressiveness, 5.69 for truancy and 7.75 for externalized vandalism). Moreover, significant associations were found for the Early Onset Moderate and Early Onset Low trajectories. This is the first study to show an association between internalized mental health problems in adolescence and lifelong heavy drinking. The study also confirmed a strong association between externalized behavior and heavy drinking, indicating a need of preventive measures in this group. Nevertheless, the analyses demonstrated that most teenagers with mental health problems continue along a reasonable drinking trajectory.

Place, publisher, year, edition, pages
Springer, 2015
Keywords
internalized symptoms, externalized behavior, alcohol consumption, trajectory, analysis
National Category
Public Health, Global Health and Social Medicine Occupational Health and Environmental Health
Identifiers
urn:nbn:se:umu:diva-101596 (URN)10.1007/s00038-015-0651-5 (DOI)000350372000006 ()25609507 (PubMedID)2-s2.0-84925537101 (Scopus ID)
Available from: 2015-04-13 Created: 2015-04-07 Last updated: 2025-02-20Bibliographically approved
Westerlund, H., Rajaleid, K., Virtanen, P., Gustafsson, P. E., Nummi, T. & Hammarström, A. (2015). Parental academic involvement in adolescence as predictor of mental health trajectories over the life course: a prospective population-based cohort study.. BMC Public Health, 15, 653
Open this publication in new window or tab >>Parental academic involvement in adolescence as predictor of mental health trajectories over the life course: a prospective population-based cohort study.
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2015 (English)In: BMC Public Health, E-ISSN 1471-2458, Vol. 15, p. 653-Article in journal (Refereed) Published
Abstract [en]

BACKGROUND: Mental health problems are rising, especially among younger people, indicating a need to identify determinants of the development of mental health over the life course. Parental involvement in their children's studies, particularly in terms of academic socialisation, has been shown to predict better mental health in adulthood, as well as other more favourable health outcomes, but no study published so far has examined its impact on trajectories of mental health. We therefore sought to elucidate the role of parental involvement at age 16 on the life course development of internalised mental health symptoms.

METHODS: In a population-based cohort (452 women and 488 men, 87 % of the eligible participants), we examined the association between parental involvement in their offspring's studies, measured by teacher and pupil ratings at age 16, and an index of internalised mental health symptoms at the ages of 16, 18, 21, 30, and 43. Using latent class trajectory analysis, 5 different trajectories were derived from these indices: Very low stable (least symptoms), Low stable, Increasing, Moderate stable, and High decreasing (most symptoms). Multinomial logistic regression was used to regress trajectory membership on the parental involvement variables.

RESULTS: Teacher-rated parental interest in their offspring's studies during the last year of compulsory school was associated with a lower risk of entering the Moderate stable (OR = 0.54; 95 % CI 0.30 to 0.98) and High decreasing (OR = 0.41; 0.18 to 0.91) trajectories, compared with the Low stable, also after adjustment for sex, parental social class and mental health, family unemployment and own school grades. Both these associations were present only in children with grades above the national average. Student-rated availability of assistance with homework was associated with a higher chance of entering the Very low stable trajectory in the whole sample (OR = 1.24; 1.07 to 1.43), in men (OR = 1.25; 1.05 to 1.48) and in those with above average grades (OR = 1.39; 1.13 to 1.72), and with a lower risk of entering the Moderate stable in women (OR = 0.74; 0.55 to 0.99), also after the same adjustments.

CONCLUSIONS: Parental involvement in their offspring's studies may buffer against poor mental health in adolescence which may track into adulthood.

Place, publisher, year, edition, pages
BioMed Central, 2015
Keywords
Mental health
National Category
Psychiatry Public Health, Global Health and Social Medicine
Identifiers
urn:nbn:se:umu:diva-106884 (URN)10.1186/s12889-015-1977-x (DOI)000357781600005 ()26170226 (PubMedID)2-s2.0-84937198238 (Scopus ID)
Note

The study has been financed by The Swedish Research Council Formas [grant #259-2012-37], The County Council of Västerbotten [grant #355661], and partly by institutional funding at Stockholm University. PEG was supported by Umeå University [grant #223-514-09]. 

Available from: 2015-08-12 Created: 2015-08-12 Last updated: 2025-02-20Bibliographically approved
Waenerlund, A.-K., Gustafsson, P., Hammarström, A. & Virtanen, P. (2014). History of labour market attachment as a determinant of health status: a 12-year follow-up of the Northern Swedish Cohort. BMJ Open, 4(2), e004053
Open this publication in new window or tab >>History of labour market attachment as a determinant of health status: a 12-year follow-up of the Northern Swedish Cohort
2014 (English)In: BMJ Open, E-ISSN 2044-6055, Vol. 4, no 2, p. e004053-Article in journal (Refereed) Published
Abstract [en]

Objective The present study aims at using trajectory analysis to measure labour market attachment (LMA) over 12years and at examining whether labour market tracks relate to perceived health status.

Design Data were retrieved from a 26-year prospective cohort study, the Northern Swedish Cohort.

Setting and participants All ninth grade students (n=1083) within the municipality of Lulea in northern Sweden were included in the baseline investigation in 1981. The vast majority (94%) of the original cohort participated at the fourth follow-up. In this study, 969 participants were included.

Measures Perceived health status (psychological distress and non-optimal self-rated health) at age 42 and the data obtained from questionnaires.

Results We have identified four tracks in relation to LMA across the 12-year period: permanent', high level', strengthening' and poor level' of attachment. LMA history relates to psychological distress. High level (OR 1.55 (95% CI 1.06 to 2.27)), strengthening (OR 1.95 (95% CI 1.29 to 2.93)) and poor attachment (OR 3.14 (95% CI 2.10 to 4.70) involve higher OR for psychological distress compared with permanent attachment. The overall p value remained significant in the final model (p=0.001). Analyses regarding non-optimal self-rated health displayed a similar pattern but this was not significant in the final model.

Conclusions Our results suggest that health status in mid-life, particularly psychological distress, is related to patterns of LMA history, to a large part independently of other social risk factors and previous health. Consideration of heterogeneity and time in LMA might be important when analysing associations with perceived health.

Keywords
Epidemiology, Occupational & Industrial Medicine, Public Health
National Category
Public Health, Global Health and Social Medicine
Identifiers
urn:nbn:se:umu:diva-89612 (URN)10.1136/bmjopen-2013-004053 (DOI)000334459100058 ()2-s2.0-84896866892 (Scopus ID)
Available from: 2014-06-06 Created: 2014-06-06 Last updated: 2025-02-20Bibliographically approved
Norström, F., Virtanen, P., Hammarström, A., Gustafsson, P. E. & Janlert, U. (2014). How does unemployment affect self-assessed health?: A systematic review focusing on subgroup effects. BMC Public Health, 14(1), Article ID 1310.
Open this publication in new window or tab >>How does unemployment affect self-assessed health?: A systematic review focusing on subgroup effects
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2014 (English)In: BMC Public Health, E-ISSN 1471-2458, Vol. 14, no 1, article id 1310Article, review/survey (Refereed) Published
Abstract [en]

BACKGROUND: Almost all studies on the effect on health from unemployment have concluded that unemployment is bad for your health. However, only a few review articles have dealt with this relation in recent years, and none of them have focused on the analysis of subgroups such as age, gender, and marital status. The objective of our article is to review how unemployment relates to self-assessed health with a focus on its effect on subgroups.

METHODS: A search was performed in Web of Science to find articles that measured the effect on health from unemployment. The selection of articles was limited to those written in English, consisting of original data, and published in 2003 or later. Our definition of health was restricted to self-assessed health. Mortality- and morbidity-related measurements were therefore not included in our analysis. For the 41 articles included, information about health measurements, employment status definitions, other factors included in the statistical analysis, study design (including study population), and statistical method were collected with the aim of analysing the results on both the population and factor level.

RESULTS: Most of the studies in our review showed a negative effect on health from unemployment on a population basis. Results at the factor levels were most common for gender (25 articles), age (11 articles), geographic location (8 articles), and education level (5 articles). The analysis showed that there was a health effect for gender, age, education level, household income, and geographic location. However, this effect differed between studies and no clear pattern on who benefits or suffers more among these groups could be determined. The result instead seemed to depend on the study context. The only clear patterns of association found were for socioeconomic status (manual workers suffer more), reason for unemployment (being unemployed due to health reasons is worse), and social network (a strong network is beneficial).

CONCLUSIONS: Unemployment affects groups of individuals differently. We believe that a greater effort should be spent on specific groups of individuals, such as men or women, instead of the population as a whole when analysing the effect of unemployment on health.

Place, publisher, year, edition, pages
BioMed Central, 2014
Keywords
Age, Education, Employment, Gender, Health, Marital status, Review, Subgroups, Unemployed
National Category
Public Health, Global Health and Social Medicine
Research subject
Public health
Identifiers
urn:nbn:se:umu:diva-97622 (URN)10.1186/1471-2458-14-1310 (DOI)000346897200001 ()25535401 (PubMedID)2-s2.0-84991991629 (Scopus ID)
Funder
Forte, Swedish Research Council for Health, Working Life and Welfare
Available from: 2014-12-25 Created: 2014-12-25 Last updated: 2025-02-20Bibliographically approved
Virtanen, P., Janlert, U. & Hammarström, A. (2013). Suboptimal health as a predictor of non-permanent employment in middle age: a 12-year follow-up study of the Northern Swedish Cohort. International Archives of Occupational and Environmental Health, 86(2), 139-145
Open this publication in new window or tab >>Suboptimal health as a predictor of non-permanent employment in middle age: a 12-year follow-up study of the Northern Swedish Cohort
2013 (English)In: International Archives of Occupational and Environmental Health, ISSN 0340-0131, E-ISSN 1432-1246, Vol. 86, no 2, p. 139-145Article in journal (Refereed) Published
Abstract [en]

Earlier research on health-related selection in the labour market has concentrated on selection of those with poor health into unemployment. The purpose of the present study was to investigate if suboptimal health also predicts non-permanent employment. A population cohort of 517 men and 477 women was surveyed at age 30 and at age 43 about their health and yearly employment. Non-permanent employment during the follow-up was assessed for its occurrence with Cox regression and for the amount (accumulation in months) with generalised linear models. Suboptimal self-rated health, sense functioning and sleep quality in women and suboptimal mood in men predicted high accumulation of non-permanent employment. By contrast, in men, suboptimal self-rated health and sense functioning predicted low accumulation. The gender differences were statistically significant. Smoking predicted high occurrence and accumulation of non-permanent employment equally in men and women, whereas no associations were seen with overweight and alcohol consumption. Selection into non-permanent employment was shown for several indicators of suboptimal health. A gendered pattern was found, with more health selection among women. The findings of this pioneering study should be tested with further research.

Keywords
Temporary employment, Health selection, Self-rated health, Mental well-being, Health behaviour
National Category
Medical and Health Sciences
Identifiers
urn:nbn:se:umu:diva-66641 (URN)10.1007/s00420-011-0695-7 (DOI)000314048400002 ()2-s2.0-84878448566 (Scopus ID)
Available from: 2013-03-05 Created: 2013-02-26 Last updated: 2023-03-24Bibliographically approved
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