Correlates of objectively measured physical activity in adults and older people: a cross-sectional study of population-based sample of adults and older people living in Norway

ObjectivesThe aims of the study were to identify correlates of objectively measured physical activity and to determine whether the explanatory power of the correlates differed with sex, weight status or level of education.MethodsPhysical activity was assessed objectively in 3,867 participants, aged 20–85 years, for a consecutive 7 days using the ActiGraph GT1M activity monitor. Demographic and biological variables and levels of psychological, social environmental and physical environmental correlates were self-reported.ResultsThe complete set of correlates explained 18.6 % (p < 0.001) of the variance in overall physical activity. Age and physical activity identity were the most important factors, explaining 4.8 and 3.2 % of the variance, respectively, whereas social environmental and physical environmental correlates did not significantly increase the amount of explained variance. Small interaction effects between demographic and biological variables and the correlates were observed.ConclusionsSelf-efficacy, perceived behavioural control and physical activity identity might be important targets for intervention. Intervention efforts aimed at influencing psychological correlates of physical activity may prove equally effective regardless of sex, weight status and level of education.

[1]  S. Anderssen,et al.  Accelerometer-determined physical activity in adults and older people. , 2012, Medicine and science in sports and exercise.

[2]  A. Bauman,et al.  Physical activity and public health: updated recommendation for adults from the American College of Sports Medicine and the American Heart Association. , 2007, Circulation.

[3]  K. Glanz,et al.  An Ecological Perspective on Health Promotion Programs , 1988, Health education quarterly.

[4]  Nico Van de Weghe,et al.  Relationship between the physical environment and different domains of physical activity in European adults: a systematic review , 2012, BMC Public Health.

[5]  A. Bauman,et al.  Social-cognitive and perceived environment influences associated with physical activity in older Australians. , 2000, Preventive medicine.

[6]  D. Allen,et al.  A transdisciplinary model integrating genetic, physiological, and psychological correlates of voluntary exercise. , 2007, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[7]  A. Bauman,et al.  Correlates of adults' participation in physical activity: review and update. , 2002, Medicine and science in sports and exercise.

[8]  J F Sallis,et al.  Assessment of physical activity by self-report: status, limitations, and future directions. , 2000, Research quarterly for exercise and sport.

[9]  I. Holme,et al.  Psychosocial correlates of stages of change in physical activity in an adult community sample , 2007 .

[10]  A. King,et al.  Patterns and correlates of physical activity among US women 40 years and older. , 2000, American journal of public health.

[11]  S. Biddle,et al.  A Meta-Analytic Review of the Theories of Reasoned Action and Planned Behavior in Physical Activity: Predictive Validity and the Contribution of Additional Variables , 2002 .

[12]  A. Bandura Health Promotion by Social Cognitive Means , 2004, Health education & behavior : the official publication of the Society for Public Health Education.

[13]  Maria Hagströmer,et al.  Levels and patterns of objectively assessed physical activity--a comparison between Sweden and the United States. , 2010, American journal of epidemiology.

[14]  Catrine Tudor-Locke,et al.  Actigraph accelerometer interinstrument reliability during free-living in adults. , 2007, Medicine and science in sports and exercise.

[15]  J F Sallis,et al.  Personal and environmental factors associated with physical inactivity among different racial-ethnic groups of U.S. middle-aged and older-aged women. , 2000, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[16]  B. Saelens,et al.  Built environment correlates of walking: a review. , 2008, Medicine and science in sports and exercise.

[17]  K. Westerterp,et al.  Physical Activity Assessment With Accelerometers: An Evaluation Against Doubly Labeled Water , 2007, Obesity.

[18]  J F Sallis,et al.  Predictors of adoption and maintenance of physical activity in a community sample. , 1986, Preventive medicine.

[19]  Edward McAuley,et al.  Individual, social environmental and physical environmental barriers to achieving 10 000 steps per day among older women. , 2010, Health education research.

[20]  R. Brownson,et al.  Environmental and policy determinants of physical activity in the United States. , 2001, American journal of public health.

[21]  M D Jensen,et al.  Energy expenditure of nonexercise activity. , 2000, The American journal of clinical nutrition.

[22]  Paul Norman,et al.  The theory of planned behaviour and exercise: an investigation into the role of prior behaviour, behavioural intentions and attitude variability , 1995 .

[23]  I. Ajzen,et al.  Prediction of goal directed behaviour: Attitudes, intentions and perceived behavioural control , 1986 .

[24]  K. Glanz,et al.  Health Behavior and Health Education , 1990 .

[25]  J. Sallis,et al.  Interrelationships between physical activity and other health behaviors among university women and men. , 1998, Preventive medicine.

[26]  J. Ormel,et al.  Survey non-response in the Netherlands: effects on prevalence estimates and associations. , 2003, Annals of epidemiology.

[27]  Anne Johanne Søgaard,et al.  Health Study : The impact of self-selection in a large , population-based survey , 2015 .

[28]  K. Torén,et al.  Selection bias in a population survey with registry linkage: potential effect on socioeconomic gradient in cardiovascular risk , 2010, European Journal of Epidemiology.

[29]  J. Sallis,et al.  Assessment of Physical Activity by Self-Report: Status, Limitations, and Future Directions , 2000, Research quarterly for exercise and sport.

[30]  R. Malina,et al.  Factors Affecting Levels of Physical Activity in Adults , 2002, Sports medicine.

[31]  James O. Hill,et al.  Can a small-changes approach help address the obesity epidemic? A report of the Joint Task Force of the American Society for Nutrition, Institute of Food Technologists, and International Food Information Council. , 2009, The American journal of clinical nutrition.

[32]  A. Bandura Self-Efficacy: The Exercise of Control , 1997, Journal of Cognitive Psychotherapy.

[33]  C. Bouchard,et al.  Physical Activity and Health , 2006 .

[34]  J. Wells,et al.  Correlates of physical activity: why are some people physically active and others not? , 2012, The Lancet.

[35]  Dean F. Anderson,et al.  Exploration of the Relationship between Exercise Behavior and Exercise Identity , 1995 .

[36]  J. Sallis,et al.  Neighborhood-based differences in physical activity: an environment scale evaluation. , 2003, American journal of public health.

[37]  M. Conner,et al.  Applying an extended version of the Theory of Planned Behaviour to physical activity , 2003, Journal of sports sciences.

[38]  J. Brug,et al.  Potential environmental determinants of physical activity in adults: a systematic review , 2007, Obesity reviews : an official journal of the International Association for the Study of Obesity.

[39]  A. Astrup,et al.  Obesity : Preventing and managing the global epidemic , 2000 .

[40]  A. Bauman,et al.  Toward a better understanding of the influences on physical activity: the role of determinants, correlates, causal variables, mediators, moderators, and confounders. , 2002, American journal of preventive medicine.

[41]  James F. Sallis,et al.  Personal and environmental factors associated with physical inactivity among different racial-ethnic groups of U.S. middle-aged and older-aged women. , 2000 .

[42]  J R Thomas,et al.  1999 C. H. McCloy Research Lecture: Children's Control, Learning, and Performance of Motor Skills , 2000, Research quarterly for exercise and sport.

[43]  I. Holme,et al.  The "Romsås in Motion" community intervention: program exposure and psychosocial mediated relationships to change in stages of change in physical activity , 2007, The international journal of behavioral nutrition and physical activity.

[44]  J. Martínez,et al.  Physical inactivity, sedentary lifestyle and obesity in the European Union , 1999, International Journal of Obesity.

[45]  D. Stokols,et al.  The Social Ecology of Health Promotion: Implications for Research and Practice , 1996, American journal of health promotion : AJHP.

[46]  J. Sallis,et al.  Ecological models of health behavior. , 2008 .

[47]  T. Patterson,et al.  The development of scales to measure social support for diet and exercise behaviors. , 1987, Preventive medicine.