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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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 |
work_keys_str_mv |
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