Income and Physical Activity among Adults: Evidence from Self-Reported and Pedometer-Based Physical Activity Measurements
This study examined the relationship between income and physical activity by using three measures to illustrate daily physical activity: the self-reported physical activity index for leisure-time physical activity, pedometer-based total steps for overall daily physical activity, and pedometer-based...
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Published in | PloS one Vol. 10; no. 8; p. e0135651 |
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Main Authors | , , , , , , |
Format | Journal Article |
Language | English |
Published |
United States
Public Library of Science
28.08.2015
Public Library of Science (PLoS) |
Subjects | |
Online Access | Get full text |
ISSN | 1932-6203 1932-6203 |
DOI | 10.1371/journal.pone.0135651 |
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Abstract | This study examined the relationship between income and physical activity by using three measures to illustrate daily physical activity: the self-reported physical activity index for leisure-time physical activity, pedometer-based total steps for overall daily physical activity, and pedometer-based aerobic steps that reflect continuous steps for more than 10 min at a time. The study population consisted of 753 adults from Finland (mean age 41.7 years; 64% women) who participated in 2011 in the follow-up of the ongoing Young Finns study. Ordinary least squares models were used to evaluate the associations between income and physical activity. The consistency of the results was explored by using register-based income information from Statistics Finland, employing the instrumental variable approach, and dividing the pedometer-based physical activity according to weekdays and weekend days. The results indicated that higher income was associated with higher self-reported physical activity for both genders. The results were robust to the inclusion of the control variables and the use of register-based income information. However, the pedometer-based results were gender-specific and depended on the measurement day (weekday vs. weekend day). In more detail, the association was positive for women and negative or non-existing for men. According to the measurement day, among women, income was positively associated with aerobic steps despite the measurement day and with totals steps measured on the weekend. Among men, income was negatively associated with aerobic steps measured on weekdays. The results indicate that there is an association between income and physical activity, but the association is gender-specific and depends on the measurement type of physical activity. |
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AbstractList | This study examined the relationship between income and physical activity by using three measures to illustrate daily physical activity: the self-reported physical activity index for leisure-time physical activity, pedometer-based total steps for overall daily physical activity, and pedometer-based aerobic steps that reflect continuous steps for more than 10 min at a time. The study population consisted of 753 adults from Finland (mean age 41.7 years; 64% women) who participated in 2011 in the follow-up of the ongoing Young Finns study. Ordinary least squares models were used to evaluate the associations between income and physical activity. The consistency of the results was explored by using register-based income information from Statistics Finland, employing the instrumental variable approach, and dividing the pedometer-based physical activity according to weekdays and weekend days. The results indicated that higher income was associated with higher self-reported physical activity for both genders. The results were robust to the inclusion of the control variables and the use of register-based income information. However, the pedometer-based results were gender-specific and depended on the measurement day (weekday vs. weekend day). In more detail, the association was positive for women and negative or non-existing for men. According to the measurement day, among women, income was positively associated with aerobic steps despite the measurement day and with totals steps measured on the weekend. Among men, income was negatively associated with aerobic steps measured on weekdays. The results indicate that there is an association between income and physical activity, but the association is gender-specific and depends on the measurement type of physical activity. This study examined the relationship between income and physical activity by using three measures to illustrate daily physical activity: the self-reported physical activity index for leisure-time physical activity, pedometer-based total steps for overall daily physical activity, and pedometer-based aerobic steps that reflect continuous steps for more than 10 min at a time. The study population consisted of 753 adults from Finland (mean age 41.7 years; 64% women) who participated in 2011 in the follow-up of the ongoing Young Finns study. Ordinary least squares models were used to evaluate the associations between income and physical activity. The consistency of the results was explored by using register-based income information from Statistics Finland, employing the instrumental variable approach, and dividing the pedometer-based physical activity according to weekdays and weekend days. The results indicated that higher income was associated with higher self-reported physical activity for both genders. The results were robust to the inclusion of the control variables and the use of register-based income information. However, the pedometer-based results were gender-specific and depended on the measurement day (weekday vs. weekend day). In more detail, the association was positive for women and negative or non-existing for men. According to the measurement day, among women, income was positively associated with aerobic steps despite the measurement day and with totals steps measured on the weekend. Among men, income was negatively associated with aerobic steps measured on weekdays. The results indicate that there is an association between income and physical activity, but the association is gender-specific and depends on the measurement type of physical activity.This study examined the relationship between income and physical activity by using three measures to illustrate daily physical activity: the self-reported physical activity index for leisure-time physical activity, pedometer-based total steps for overall daily physical activity, and pedometer-based aerobic steps that reflect continuous steps for more than 10 min at a time. The study population consisted of 753 adults from Finland (mean age 41.7 years; 64% women) who participated in 2011 in the follow-up of the ongoing Young Finns study. Ordinary least squares models were used to evaluate the associations between income and physical activity. The consistency of the results was explored by using register-based income information from Statistics Finland, employing the instrumental variable approach, and dividing the pedometer-based physical activity according to weekdays and weekend days. The results indicated that higher income was associated with higher self-reported physical activity for both genders. The results were robust to the inclusion of the control variables and the use of register-based income information. However, the pedometer-based results were gender-specific and depended on the measurement day (weekday vs. weekend day). In more detail, the association was positive for women and negative or non-existing for men. According to the measurement day, among women, income was positively associated with aerobic steps despite the measurement day and with totals steps measured on the weekend. Among men, income was negatively associated with aerobic steps measured on weekdays. The results indicate that there is an association between income and physical activity, but the association is gender-specific and depends on the measurement type of physical activity. |
Author | Tammelin, Tuija H. Kari, Jaana T. Hirvensalo, Mirja Raitakari, Olli T. Hutri-Kähönen, Nina Pehkonen, Jaakko Yang, Xiaolin |
AuthorAffiliation | 3 Department of Sport Sciences, University of Jyvaskyla, Finland 5 Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku and Department of Clinical Physiology and Nuclear Medicine, Turku University Hospital, Turku, Finland 2 Jyvaskyla University School of Business and Economics, Finland 4 Department of Pediatrics, University of Tampere and Tampere University Hospital, Finland Indiana University, UNITED STATES 1 LIKES–Research Center for Sport and Health Sciences, Jyväskylä, Finland |
AuthorAffiliation_xml | – name: 1 LIKES–Research Center for Sport and Health Sciences, Jyväskylä, Finland – name: 3 Department of Sport Sciences, University of Jyvaskyla, Finland – name: 2 Jyvaskyla University School of Business and Economics, Finland – name: Indiana University, UNITED STATES – name: 4 Department of Pediatrics, University of Tampere and Tampere University Hospital, Finland – name: 5 Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku and Department of Clinical Physiology and Nuclear Medicine, Turku University Hospital, Turku, Finland |
Author_xml | – sequence: 1 givenname: Jaana T. surname: Kari fullname: Kari, Jaana T. – sequence: 2 givenname: Jaakko surname: Pehkonen fullname: Pehkonen, Jaakko – sequence: 3 givenname: Mirja surname: Hirvensalo fullname: Hirvensalo, Mirja – sequence: 4 givenname: Xiaolin surname: Yang fullname: Yang, Xiaolin – sequence: 5 givenname: Nina surname: Hutri-Kähönen fullname: Hutri-Kähönen, Nina – sequence: 6 givenname: Olli T. surname: Raitakari fullname: Raitakari, Olli T. – sequence: 7 givenname: Tuija H. surname: Tammelin fullname: Tammelin, Tuija H. |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/26317865$$D View this record in MEDLINE/PubMed |
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Copyright | 2015 Kari et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. 2015 Kari et al 2015 Kari et al |
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Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 content type line 23 Competing Interests: The authors have declared that no competing interests exist. Conceived and designed the experiments: JTK JP OTR THT. Performed the experiments: JTK JP OTR THT. Analyzed the data: JTK. Contributed reagents/materials/analysis tools: JTK JP MH XY NHK OTR THT. Wrote the paper: JTK. Gave critical input on all versions of the manuscript: JTK JP MH XY NHK OTR THT. Approved the final version of the manuscript: JTK JP MH XY NHK OTR THT. |
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SubjectTerms | Adult Adults Econometrics Economics Ethics Exercise Female Gender Health sciences Health Status Health Surveys Hospitals Humans Income Longitudinal Studies Male Medicine Middle Aged Motor Activity Opportunity costs Participation Physical activity Physical fitness Population Population studies Public health Self Report Socioeconomic Factors Sports medicine Studies |
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Title | Income and Physical Activity among Adults: Evidence from Self-Reported and Pedometer-Based Physical Activity Measurements |
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