Body Mass Index Trajectory–Specific Changes in Economic Circumstances: A Person-Oriented Approach Among Midlife and Ageing Finns

Economic disadvantage is related to a higher risk of adulthood obesity, but few studies have considered whether changes in economic circumstances depend on a person’s body mass index (BMI) trajectory. We identified latent BMI trajectories among midlife and ageing Finns and captured individual-level...

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Main Authors: Jatta Salmela, Tea Lallukka, Elina Mauramo, Ossi Rahkonen, Noora Kanerva
Format: Article
Language:English
Published: MDPI AG 2020-05-01
Series:International Journal of Environmental Research and Public Health
Subjects:
Online Access:https://www.mdpi.com/1660-4601/17/10/3668
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spelling doaj-5d9dc2a1498e4ae78727e0b6a528ff6b2020-11-25T03:24:22ZengMDPI AGInternational Journal of Environmental Research and Public Health1661-78271660-46012020-05-01173668366810.3390/ijerph17103668Body Mass Index Trajectory–Specific Changes in Economic Circumstances: A Person-Oriented Approach Among Midlife and Ageing FinnsJatta Salmela0Tea Lallukka1Elina Mauramo2Ossi Rahkonen3Noora Kanerva4Department of Public Health, University of Helsinki, P.O. Box 20, 00014 Helsinki, FinlandDepartment of Public Health, University of Helsinki, P.O. Box 20, 00014 Helsinki, FinlandDepartment of Public Health, University of Helsinki, P.O. Box 20, 00014 Helsinki, FinlandDepartment of Public Health, University of Helsinki, P.O. Box 20, 00014 Helsinki, FinlandDepartment of Public Health, University of Helsinki, P.O. Box 20, 00014 Helsinki, FinlandEconomic disadvantage is related to a higher risk of adulthood obesity, but few studies have considered whether changes in economic circumstances depend on a person’s body mass index (BMI) trajectory. We identified latent BMI trajectories among midlife and ageing Finns and captured individual-level changes in economic circumstances within the BMI trajectories utilizing sequence analysis. We used the Helsinki Health Study cohort data of initially 40–60-year-old Finnish municipal employees, with four survey questionnaire phases (2000–2017). Each survey included identical questions on height and weight, and on economic circumstances incorporating household income and current economic difficulties. Based on computed BMI, we identified participants’ (<i>n</i> = 7105; 82% women) BMI trajectories over the follow-up using group-based trajectory modeling. Four BMI trajectories were identified: stable healthy weight (34% of the participants), stable overweight (42%), overweight to class I obesity (20%), and stable class II obesity (5%). Lower household income level and having economic difficulties became more common and persistent when moving from lower- to higher-level BMI trajectories. Differences in household income widened over the follow-up between the trajectory groups, whereas economic difficulties decreased equally in all trajectory groups over time. Our study provides novel information on the dynamic interplay between long-term BMI changes and economic circumstances<b>.</b>https://www.mdpi.com/1660-4601/17/10/3668body mass indexeconomic difficultieshousehold incomeobesitysequence analysistrajectory modeling
collection DOAJ
language English
format Article
sources DOAJ
author Jatta Salmela
Tea Lallukka
Elina Mauramo
Ossi Rahkonen
Noora Kanerva
spellingShingle Jatta Salmela
Tea Lallukka
Elina Mauramo
Ossi Rahkonen
Noora Kanerva
Body Mass Index Trajectory–Specific Changes in Economic Circumstances: A Person-Oriented Approach Among Midlife and Ageing Finns
International Journal of Environmental Research and Public Health
body mass index
economic difficulties
household income
obesity
sequence analysis
trajectory modeling
author_facet Jatta Salmela
Tea Lallukka
Elina Mauramo
Ossi Rahkonen
Noora Kanerva
author_sort Jatta Salmela
title Body Mass Index Trajectory–Specific Changes in Economic Circumstances: A Person-Oriented Approach Among Midlife and Ageing Finns
title_short Body Mass Index Trajectory–Specific Changes in Economic Circumstances: A Person-Oriented Approach Among Midlife and Ageing Finns
title_full Body Mass Index Trajectory–Specific Changes in Economic Circumstances: A Person-Oriented Approach Among Midlife and Ageing Finns
title_fullStr Body Mass Index Trajectory–Specific Changes in Economic Circumstances: A Person-Oriented Approach Among Midlife and Ageing Finns
title_full_unstemmed Body Mass Index Trajectory–Specific Changes in Economic Circumstances: A Person-Oriented Approach Among Midlife and Ageing Finns
title_sort body mass index trajectory–specific changes in economic circumstances: a person-oriented approach among midlife and ageing finns
publisher MDPI AG
series International Journal of Environmental Research and Public Health
issn 1661-7827
1660-4601
publishDate 2020-05-01
description Economic disadvantage is related to a higher risk of adulthood obesity, but few studies have considered whether changes in economic circumstances depend on a person’s body mass index (BMI) trajectory. We identified latent BMI trajectories among midlife and ageing Finns and captured individual-level changes in economic circumstances within the BMI trajectories utilizing sequence analysis. We used the Helsinki Health Study cohort data of initially 40–60-year-old Finnish municipal employees, with four survey questionnaire phases (2000–2017). Each survey included identical questions on height and weight, and on economic circumstances incorporating household income and current economic difficulties. Based on computed BMI, we identified participants’ (<i>n</i> = 7105; 82% women) BMI trajectories over the follow-up using group-based trajectory modeling. Four BMI trajectories were identified: stable healthy weight (34% of the participants), stable overweight (42%), overweight to class I obesity (20%), and stable class II obesity (5%). Lower household income level and having economic difficulties became more common and persistent when moving from lower- to higher-level BMI trajectories. Differences in household income widened over the follow-up between the trajectory groups, whereas economic difficulties decreased equally in all trajectory groups over time. Our study provides novel information on the dynamic interplay between long-term BMI changes and economic circumstances<b>.</b>
topic body mass index
economic difficulties
household income
obesity
sequence analysis
trajectory modeling
url https://www.mdpi.com/1660-4601/17/10/3668
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