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Published in: BMC Public Health 1/2015

Open Access 01-12-2015 | Research article

Educational differences in the validity of self-reported physical activity

Authors: Annemarie N. E. Winckers, Joreintje D. Mackenbach, Sofie Compernolle, Mary Nicolaou, Hidde P. van der Ploeg, Ilse De Bourdeaudhuij, Johannes Brug, Jeroen Lakerveld

Published in: BMC Public Health | Issue 1/2015

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Abstract

Background

The assessment of physical activity for surveillance or population based studies is usually done with self-report questionnaires. However, bias in self-reported physical activity may be greater in lower educated than in higher educated populations. The aim of the present study is to describe educational differences in the validity of self-reported physical activity.

Methods

We included 196 healthy adults (age 57 ± 15.4, of whom 17 % low, 24 % medium and 59 % high educated). Criterion validity of an adapted International Physical Activity Questionnaire was assessed against the ActiGraph GT3X+ accelerometer.

Results

While criterion validity of self-reported physical activity was low to moderate in the total sample (Spearman rho ranged from 0.16 to 0.27, depending on the variables used), the validity in lower educated respondents was poor (-0.07 to 0.05).

Conclusions

The results confirm the hypothesis that self-report physical activity questionnaires are less valid in lower educated populations.
Literature
1.
go back to reference Taylor RS, Brown A, Ebrahim S, Jolliffe J, Noorani H, Rees K, et al. Exercise-based rehabilitation for patients with coronary heart disease: systematic review and meta-analysis of randomized controlled trials. Am J Med. 2004;116:682–92.CrossRefPubMed Taylor RS, Brown A, Ebrahim S, Jolliffe J, Noorani H, Rees K, et al. Exercise-based rehabilitation for patients with coronary heart disease: systematic review and meta-analysis of randomized controlled trials. Am J Med. 2004;116:682–92.CrossRefPubMed
2.
go back to reference Deng HB, Macfarlane DJ, Thomas GN, Lao XQ, Jiang CQ, Cheng KK, et al. Reliability and validity of the IPAQ-Chinese: the Guangzhou Biobank Cohort study. Med Sci Sports Exerc. 2008;40:303–7.CrossRefPubMed Deng HB, Macfarlane DJ, Thomas GN, Lao XQ, Jiang CQ, Cheng KK, et al. Reliability and validity of the IPAQ-Chinese: the Guangzhou Biobank Cohort study. Med Sci Sports Exerc. 2008;40:303–7.CrossRefPubMed
3.
go back to reference Ainsworth BE. How do I measure physical activity in my patients? Questionnaires and objective methods. Br J Sports Med. 2009;43:6–9.CrossRefPubMed Ainsworth BE. How do I measure physical activity in my patients? Questionnaires and objective methods. Br J Sports Med. 2009;43:6–9.CrossRefPubMed
4.
go back to reference Sallis JF, Saelens BE. Assessment of physical activity by self-report: status, limitations, and future directions. Res Q Exerc Sport. 2000;71:1–14.CrossRefPubMed Sallis JF, Saelens BE. Assessment of physical activity by self-report: status, limitations, and future directions. Res Q Exerc Sport. 2000;71:1–14.CrossRefPubMed
5.
go back to reference Baranowski T. Validity and reliability of self report measures of physical activity: an information-processing perspective. Res Q Exerc Sport. 1988;59:314–27.CrossRef Baranowski T. Validity and reliability of self report measures of physical activity: an information-processing perspective. Res Q Exerc Sport. 1988;59:314–27.CrossRef
6.
go back to reference Adams S, Matthews CE, Ebbeling CB, Moore CG, Cunningham JE, Fulton J, et al. The effect of social desirability and social approval on self-reports of physical activity. Am J Epidemiol. 2005;161:389–98.PubMedCentralCrossRefPubMed Adams S, Matthews CE, Ebbeling CB, Moore CG, Cunningham JE, Fulton J, et al. The effect of social desirability and social approval on self-reports of physical activity. Am J Epidemiol. 2005;161:389–98.PubMedCentralCrossRefPubMed
7.
go back to reference Craig CL, Marshall AL, Sjöström M, Bauman AE, Booth ML, Ainsworth BE, et al. International physical activity questionnaire: 12-country reliability and validity. Med Sci Sports Exerc. 2003;195:3508–1381. Craig CL, Marshall AL, Sjöström M, Bauman AE, Booth ML, Ainsworth BE, et al. International physical activity questionnaire: 12-country reliability and validity. Med Sci Sports Exerc. 2003;195:3508–1381.
8.
go back to reference Prince SA, Adamo KB, Hamel ME, Hardt J, Gorber SC, Tremblay M. A comparison of direct versus self-report measures for assessing physical activity in adults: a systematic review. Int J Behav Nutr Phys Act. 2008;5:56.PubMedCentralCrossRefPubMed Prince SA, Adamo KB, Hamel ME, Hardt J, Gorber SC, Tremblay M. A comparison of direct versus self-report measures for assessing physical activity in adults: a systematic review. Int J Behav Nutr Phys Act. 2008;5:56.PubMedCentralCrossRefPubMed
9.
go back to reference Silsbury Z, Goldsmith R, Rushton A. Systematic review of the measurement properties of self-report physical activity questionnaires in healthy adult populations. BMJ Open. 2015;5:e008430.PubMedCentralCrossRefPubMed Silsbury Z, Goldsmith R, Rushton A. Systematic review of the measurement properties of self-report physical activity questionnaires in healthy adult populations. BMJ Open. 2015;5:e008430.PubMedCentralCrossRefPubMed
10.
go back to reference van Poppel M, Chinapaw M, Mokkink LB, van Mechelen W, Terwee CB. Physical activity questionnaires for adults: A systematic review of measurement properties. Sports Med. 2010;40:565–600.CrossRefPubMed van Poppel M, Chinapaw M, Mokkink LB, van Mechelen W, Terwee CB. Physical activity questionnaires for adults: A systematic review of measurement properties. Sports Med. 2010;40:565–600.CrossRefPubMed
11.
go back to reference Lagerros YT, Mucci LA, Bellocco R, Nyrén O, Bälter O, Bälter KA. Validity and reliability of self-reported total energy expenditure using a novel instrument. Eur J Epidemiol. 2006;21:227–36.CrossRefPubMed Lagerros YT, Mucci LA, Bellocco R, Nyrén O, Bälter O, Bälter KA. Validity and reliability of self-reported total energy expenditure using a novel instrument. Eur J Epidemiol. 2006;21:227–36.CrossRefPubMed
12.
go back to reference Slootmaker SM, Schuit AJ, Chin A, Paw MJM, Seidell JC, Van Mechelen W. Disagreement in physical activity assessed by accelerometer and self-report in subgroups of age, gender, education and weight status. Int J Behav Nutr Phys Act. 2009;6:17.PubMedCentralCrossRefPubMed Slootmaker SM, Schuit AJ, Chin A, Paw MJM, Seidell JC, Van Mechelen W. Disagreement in physical activity assessed by accelerometer and self-report in subgroups of age, gender, education and weight status. Int J Behav Nutr Phys Act. 2009;6:17.PubMedCentralCrossRefPubMed
13.
go back to reference Lakerveld J, Brug J, Bot S, Teixeira PJ, Rutter H, Woodward E, et al. Sustainable prevention of obesity through integrated strategies: The SPOTLIGHT project’s conceptual framework and design. BMC Public Health. 2012;12:793.PubMedCentralCrossRefPubMed Lakerveld J, Brug J, Bot S, Teixeira PJ, Rutter H, Woodward E, et al. Sustainable prevention of obesity through integrated strategies: The SPOTLIGHT project’s conceptual framework and design. BMC Public Health. 2012;12:793.PubMedCentralCrossRefPubMed
14.
go back to reference Lakerveld J, Ben Rebah M, Mackenbach JD, Charreire H, Compernolle S, Glonti K, et al. Obesity-related behaviours and BMI in five urban regions across Europe: sampling design and results from the SPOTLIGHT cross-sectional survey. BMJ Open. 2015;5:e008505.PubMedCentralCrossRefPubMed Lakerveld J, Ben Rebah M, Mackenbach JD, Charreire H, Compernolle S, Glonti K, et al. Obesity-related behaviours and BMI in five urban regions across Europe: sampling design and results from the SPOTLIGHT cross-sectional survey. BMJ Open. 2015;5:e008505.PubMedCentralCrossRefPubMed
15.
go back to reference Luijkx R, de Heus M. The educational system of the Netherlands. In: Schneider SL, editor. The international standard classification of education (ISCED-97). An evaluation of content and criterion validity for 15 European countries. Mannheim: Mannheimer Zentrum für Europäische Sozialforschung; 2008. p. 47–75. Luijkx R, de Heus M. The educational system of the Netherlands. In: Schneider SL, editor. The international standard classification of education (ISCED-97). An evaluation of content and criterion validity for 15 European countries. Mannheim: Mannheimer Zentrum für Europäische Sozialforschung; 2008. p. 47–75.
16.
go back to reference The IPAQ group. Guidelines for Data processing and Analysis of the International Physical Activity Questionnaire (IPAQ): Short and Long Forms. 2005. Ref Type: Report. The IPAQ group. Guidelines for Data processing and Analysis of the International Physical Activity Questionnaire (IPAQ): Short and Long Forms. 2005. Ref Type: Report.
17.
go back to reference Rzewnicki R, Auweele Y, De Bourdeaudhuij I. Addressing overreporting on the International Physical Activity Questionnaire (IPAQ) telephone survey with a population sample. Public Health Nutr. 2003;6:299–305.CrossRefPubMed Rzewnicki R, Auweele Y, De Bourdeaudhuij I. Addressing overreporting on the International Physical Activity Questionnaire (IPAQ) telephone survey with a population sample. Public Health Nutr. 2003;6:299–305.CrossRefPubMed
18.
go back to reference Montoye H, Kemper H, Saris W, Washburn RA. Measuring physical activity and energy expenditure. Human Kinetics Champaign, IL; 1996. Montoye H, Kemper H, Saris W, Washburn RA. Measuring physical activity and energy expenditure. Human Kinetics Champaign, IL; 1996.
19.
go back to reference Ekelund U, Sepp H, Brage S, Becker W, Jakes R, Hennings M, et al. Criterion-related validity of the last 7-day, short form of the International Physical Activity Questionnaire in Swedish adults. Public Health Nutr. 2006;9:258–65.CrossRefPubMed Ekelund U, Sepp H, Brage S, Becker W, Jakes R, Hennings M, et al. Criterion-related validity of the last 7-day, short form of the International Physical Activity Questionnaire in Swedish adults. Public Health Nutr. 2006;9:258–65.CrossRefPubMed
Metadata
Title
Educational differences in the validity of self-reported physical activity
Authors
Annemarie N. E. Winckers
Joreintje D. Mackenbach
Sofie Compernolle
Mary Nicolaou
Hidde P. van der Ploeg
Ilse De Bourdeaudhuij
Johannes Brug
Jeroen Lakerveld
Publication date
01-12-2015
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2015
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/s12889-015-2656-7

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