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Published in: BMC Geriatrics 1/2021

Open Access 01-12-2021 | Research article

Sex-specific typologies of older adults’ sedentary behaviors and their associations with health-related and socio-demographic factors: a latent profile analysis

Authors: Sofie Compernolle, Ilse De Bourdeaudhuij, Greet Cardon, Delfien Van Dyck

Published in: BMC Geriatrics | Issue 1/2021

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Abstract

Background

Some types of sedentary behaviors tend to cluster in individuals or groups of older adults. Insight into how these different types of sedentary behavior cluster is needed, as recent research suggests that not all types of sedentary behavior may have the same negative effects on physical and mental health. Therefore, the aim of this study was to identify sex-specific typologies of older adults’ sedentary behavior, and to examine their associations with health-related and socio-demographic factors.

Methods

Cross-sectional data were collected as part of the BEPAS Seniors, and the Busschaert study among 696 Flemish older adults (60+). Typologies of self-reported sedentary behavior were identified using latent profile analysis, and associations with health-related and sociodemographic factors were examined using analyses of variances.

Results

Five distinct typologies were identified from seven sedentary behaviors (television time, computer time, transport-related sitting time, sitting for reading, sitting for hobbies, sitting for socializing and sitting for meals) in men, and three typologies were identified from six sedentary behaviors (television time, transport-related sitting time, sitting for reading, sitting for hobbies, sitting for socializing and sitting for meals) in women. Typologies that are characterized by high television time seem to be related to more negative health outcomes, like a higher BMI, less grip strength, and a lower physical and mental health-related quality-of-life. Typologies that are represented by high computer time and motorized transport seem to be related to more positive health outcomes, such as a lower body mass index, more grip strength and a higher physical and mental health-related quality-of-life.

Conclusions

Although causal direction between identified typologies and health outcomes remains uncertain, our results suggests that future interventions should better focus on specific types of sedentary behavior (e.g. television time), or patterns of sedentary behavior, rather than on total sedentary behavior.
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Literature
1.
go back to reference Santos DA, Silva AM, Baptista F, Santos R, Vale S, Mota J, et al. Sedentary behavior and physical activity are independently related to functional fitness in older adults. Exp Gerontol. 2012;47(12):908–12.PubMedCrossRef Santos DA, Silva AM, Baptista F, Santos R, Vale S, Mota J, et al. Sedentary behavior and physical activity are independently related to functional fitness in older adults. Exp Gerontol. 2012;47(12):908–12.PubMedCrossRef
2.
go back to reference Leung P-M, Ejupi A, Van Schooten KS, Aziz O, Feldman F, Mackey DC, et al. Association between sedentary behaviour and physical, cognitive, and psychosocial status among older adults in assisted living. Biomed Res Int. 2017;2017:1-7. Leung P-M, Ejupi A, Van Schooten KS, Aziz O, Feldman F, Mackey DC, et al. Association between sedentary behaviour and physical, cognitive, and psychosocial status among older adults in assisted living. Biomed Res Int. 2017;2017:1-7.
3.
go back to reference Gardiner PA, Healy GN, Eakin EG, Clark BK, Dunstan DW, Shaw JE, et al. Associations between television viewing time and overall sitting time with the metabolic syndrome in older men and women: the Australian diabetes obesity and lifestyle study. J Am Geriatr Soc. 2011;59(5):788–96.PubMedCrossRef Gardiner PA, Healy GN, Eakin EG, Clark BK, Dunstan DW, Shaw JE, et al. Associations between television viewing time and overall sitting time with the metabolic syndrome in older men and women: the Australian diabetes obesity and lifestyle study. J Am Geriatr Soc. 2011;59(5):788–96.PubMedCrossRef
4.
go back to reference de Rezende LFM, Rey-López JP, Matsudo VKR, do Carmo Luiz O. Sedentary behavior and health outcomes among older adults: a systematic review. BMC Public Health. 2014;14(1):333.PubMedPubMedCentralCrossRef de Rezende LFM, Rey-López JP, Matsudo VKR, do Carmo Luiz O. Sedentary behavior and health outcomes among older adults: a systematic review. BMC Public Health. 2014;14(1):333.PubMedPubMedCentralCrossRef
5.
go back to reference Silva RDCD, Meneguci J, Martins TI, Santos ÁS, Sasaki JE, Tribess S, et al. Association between time spent sitting and diabetes mellitus in older adults: a population-based study. Rev Br Cineantropometria Desempenho Hum. 2015;17(4):379–88.CrossRef Silva RDCD, Meneguci J, Martins TI, Santos ÁS, Sasaki JE, Tribess S, et al. Association between time spent sitting and diabetes mellitus in older adults: a population-based study. Rev Br Cineantropometria Desempenho Hum. 2015;17(4):379–88.CrossRef
6.
go back to reference Bellettiere J, LaMonte MJ, Evenson KR, Rillamas-Sun E, Kerr J, Lee I-M, et al. Sedentary behavior and cardiovascular disease in older women: the OPACH study. Circulation. 2019;139(8):1036–46.PubMedPubMedCentralCrossRef Bellettiere J, LaMonte MJ, Evenson KR, Rillamas-Sun E, Kerr J, Lee I-M, et al. Sedentary behavior and cardiovascular disease in older women: the OPACH study. Circulation. 2019;139(8):1036–46.PubMedPubMedCentralCrossRef
7.
go back to reference George SM, Irwin ML, Matthews CE, Mayne ST, Gail MH, Moore SC, et al. Beyond recreational physical activity: examining occupational and household activity, transportation activity, and sedentary behavior in relation to postmenopausal breast cancer risk. Am J Public Health. 2010;100(11):2288–95.PubMedPubMedCentralCrossRef George SM, Irwin ML, Matthews CE, Mayne ST, Gail MH, Moore SC, et al. Beyond recreational physical activity: examining occupational and household activity, transportation activity, and sedentary behavior in relation to postmenopausal breast cancer risk. Am J Public Health. 2010;100(11):2288–95.PubMedPubMedCentralCrossRef
8.
go back to reference Van der Ploeg HP, Chey T, Korda RJ, Banks E, Bauman A. Sitting time and all-cause mortality risk in 222 497 Australian adults. Arch Intern Med. 2012;172(6):494–500.PubMedCrossRef Van der Ploeg HP, Chey T, Korda RJ, Banks E, Bauman A. Sitting time and all-cause mortality risk in 222 497 Australian adults. Arch Intern Med. 2012;172(6):494–500.PubMedCrossRef
9.
go back to reference Matthews CE, Chen KY, Freedson PS, Buchowski MS, Beech BM, Pate RR, et al. Amount of time spent in sedentary behaviors in the United States, 2003–2004. Am J Epidemiol. 2008;167(7):875–81.PubMedCrossRef Matthews CE, Chen KY, Freedson PS, Buchowski MS, Beech BM, Pate RR, et al. Amount of time spent in sedentary behaviors in the United States, 2003–2004. Am J Epidemiol. 2008;167(7):875–81.PubMedCrossRef
10.
go back to reference Harvey JA, Chastin SF, Skelton DA. Prevalence of sedentary behavior in older adults: a systematic review. Int J Environ Res Public Health. 2013;10(12):6645–61.PubMedPubMedCentralCrossRef Harvey JA, Chastin SF, Skelton DA. Prevalence of sedentary behavior in older adults: a systematic review. Int J Environ Res Public Health. 2013;10(12):6645–61.PubMedPubMedCentralCrossRef
11.
go back to reference Harvey JA, Chastin SF, Skelton DA. How sedentary are older people? A systematic review of the amount of sedentary behavior. J Aging Phys Act. 2015;23(3):471–87.PubMedCrossRef Harvey JA, Chastin SF, Skelton DA. How sedentary are older people? A systematic review of the amount of sedentary behavior. J Aging Phys Act. 2015;23(3):471–87.PubMedCrossRef
12.
go back to reference Leask CF, Harvey JA, Skelton DA, Chastin SF. Exploring the context of sedentary behaviour in older adults (what, where, why, when and with whom). Eur Rev Aging Phys Act. 2015;12(1):4.PubMedPubMedCentralCrossRef Leask CF, Harvey JA, Skelton DA, Chastin SF. Exploring the context of sedentary behaviour in older adults (what, where, why, when and with whom). Eur Rev Aging Phys Act. 2015;12(1):4.PubMedPubMedCentralCrossRef
13.
go back to reference Owen N, Sugiyama T, Eakin EE, Gardiner PA, Tremblay MS, Sallis JF. Adults’ sedentary behavior determinants and interventions. Am J Prev Med. 2011;41(2):189–96.PubMedCrossRef Owen N, Sugiyama T, Eakin EE, Gardiner PA, Tremblay MS, Sallis JF. Adults’ sedentary behavior determinants and interventions. Am J Prev Med. 2011;41(2):189–96.PubMedCrossRef
14.
go back to reference Compernolle S, Van Dyck D, De Cocker K, Palarea-Albaladejo J, De Bourdeaudhuij I, Cardon G, et al. Differences in context-specific sedentary behaviors according to weight status in adolescents, adults and seniors: a compositional data analysis. Int J Environ Res Public Health. 2018;15(9):1916.PubMedCentralCrossRef Compernolle S, Van Dyck D, De Cocker K, Palarea-Albaladejo J, De Bourdeaudhuij I, Cardon G, et al. Differences in context-specific sedentary behaviors according to weight status in adolescents, adults and seniors: a compositional data analysis. Int J Environ Res Public Health. 2018;15(9):1916.PubMedCentralCrossRef
15.
go back to reference Van Cauwenberg J, Van Holle V, De Bourdeaudhuij I, Owen N, Deforche B. Diurnal patterns and correlates of older adults’ sedentary behavior. PLoS One. 2015;10(8):e0133175. Van Cauwenberg J, Van Holle V, De Bourdeaudhuij I, Owen N, Deforche B. Diurnal patterns and correlates of older adults’ sedentary behavior. PLoS One. 2015;10(8):e0133175.
16.
go back to reference Loyen A, Chau JY, Jelsma JG, Van Nassau F, Van Der Ploeg HP. Prevalence and correlates of domain-specific sedentary time of adults in the Netherlands: findings from the 2006 Dutch time use survey. BMC Public Health. 2019;19(2):538.PubMedPubMedCentralCrossRef Loyen A, Chau JY, Jelsma JG, Van Nassau F, Van Der Ploeg HP. Prevalence and correlates of domain-specific sedentary time of adults in the Netherlands: findings from the 2006 Dutch time use survey. BMC Public Health. 2019;19(2):538.PubMedPubMedCentralCrossRef
17.
go back to reference Kikuchi H, Inoue S, Sugiyama T, Owen N, Oka K, Shimomitsu T. Correlates of prolonged television viewing time in older Japanese men and women. BMC Public Health. 2013;13(1):213.PubMedPubMedCentralCrossRef Kikuchi H, Inoue S, Sugiyama T, Owen N, Oka K, Shimomitsu T. Correlates of prolonged television viewing time in older Japanese men and women. BMC Public Health. 2013;13(1):213.PubMedPubMedCentralCrossRef
18.
go back to reference Gorely T, Ryde G. Sedentary behaviour and the social and physical environment. Sedentary behaviour epidemiology. Berlin: Springer; 2018. p. 545–64.CrossRef Gorely T, Ryde G. Sedentary behaviour and the social and physical environment. Sedentary behaviour epidemiology. Berlin: Springer; 2018. p. 545–64.CrossRef
19.
go back to reference Sugiyama T, Salmon J, Dunstan DW, Bauman AE, Owen N. Neighborhood walkability and TV viewing time among Australian adults. Am J Prev Med. 2007;33(6):444–9.PubMedCrossRef Sugiyama T, Salmon J, Dunstan DW, Bauman AE, Owen N. Neighborhood walkability and TV viewing time among Australian adults. Am J Prev Med. 2007;33(6):444–9.PubMedCrossRef
20.
go back to reference Copeland JL, Ashe MC, Biddle SJ, Brown WJ, Buman MP, Chastin S, et al. Sedentary time in older adults: a critical review of measurement, associations with health, and interventions. Br J Sports Med. 2017;51(21):1539.PubMedCrossRef Copeland JL, Ashe MC, Biddle SJ, Brown WJ, Buman MP, Chastin S, et al. Sedentary time in older adults: a critical review of measurement, associations with health, and interventions. Br J Sports Med. 2017;51(21):1539.PubMedCrossRef
21.
go back to reference Kikuchi H, Inoue S, Sugiyama T, Owen N, Oka K, Nakaya T, et al. Distinct associations of different sedentary behaviors with health-related attributes among older adults. Prev Med. 2014;67:335–9.PubMedCrossRef Kikuchi H, Inoue S, Sugiyama T, Owen N, Oka K, Nakaya T, et al. Distinct associations of different sedentary behaviors with health-related attributes among older adults. Prev Med. 2014;67:335–9.PubMedCrossRef
22.
go back to reference de Rezende LFM, Lopes MR, Rey-López JP, Matsudo VKR, do Carmo Luiz O. Sedentary behavior and health outcomes: an overview of systematic reviews. PLoS One. 2014;21(9):8. de Rezende LFM, Lopes MR, Rey-López JP, Matsudo VKR, do Carmo Luiz O. Sedentary behavior and health outcomes: an overview of systematic reviews. PLoS One. 2014;21(9):8.
23.
go back to reference Biswas A, Oh PI, Faulkner GE, Bajaj RR, Silver MA, Mitchell MS, et al. Sedentary time and its association with risk for disease incidence, mortality, and hospitalization in adults: a systematic review and meta-analysis. Ann Intern Med. 2015;162(2):123–32.PubMedCrossRef Biswas A, Oh PI, Faulkner GE, Bajaj RR, Silver MA, Mitchell MS, et al. Sedentary time and its association with risk for disease incidence, mortality, and hospitalization in adults: a systematic review and meta-analysis. Ann Intern Med. 2015;162(2):123–32.PubMedCrossRef
24.
go back to reference Kesse-Guyot E, Charreire H, Andreeva VA, Touvier M, Hercberg S, Galan P, et al. Cross-sectional and longitudinal associations of different sedentary behaviors with cognitive performance in older adults. PLoS One. 2012;7(10):e47831.PubMedPubMedCentralCrossRef Kesse-Guyot E, Charreire H, Andreeva VA, Touvier M, Hercberg S, Galan P, et al. Cross-sectional and longitudinal associations of different sedentary behaviors with cognitive performance in older adults. PLoS One. 2012;7(10):e47831.PubMedPubMedCentralCrossRef
25.
go back to reference Bauman AE, Chau JY, Ding D, Bennie J. Too much sitting and cardio-metabolic risk: an update of epidemiological evidence. Curr Cardiovasc Risk Rep. 2013;7(4):293–8.CrossRef Bauman AE, Chau JY, Ding D, Bennie J. Too much sitting and cardio-metabolic risk: an update of epidemiological evidence. Curr Cardiovasc Risk Rep. 2013;7(4):293–8.CrossRef
26.
go back to reference Compernolle S, De Cocker K, Teixeira PJ, Oppert J-M, Roda C, Mackenbach JD, et al. The associations between domain-specific sedentary behaviours and dietary habits in European adults: a cross-sectional analysis of the SPOTLIGHT survey. BMC Public Health. 2016;16(1):1057.PubMedPubMedCentralCrossRef Compernolle S, De Cocker K, Teixeira PJ, Oppert J-M, Roda C, Mackenbach JD, et al. The associations between domain-specific sedentary behaviours and dietary habits in European adults: a cross-sectional analysis of the SPOTLIGHT survey. BMC Public Health. 2016;16(1):1057.PubMedPubMedCentralCrossRef
27.
go back to reference Gutschoven K, Van den Bulck J. Television viewing and age at smoking initiation: does a relationship exist between higher levels of television viewing ond earlier onset of smoking? Nicotine Tob Res. 2005;7(3):381–5.PubMedCrossRef Gutschoven K, Van den Bulck J. Television viewing and age at smoking initiation: does a relationship exist between higher levels of television viewing ond earlier onset of smoking? Nicotine Tob Res. 2005;7(3):381–5.PubMedCrossRef
28.
go back to reference García-Esquinas E, Andrade E, Martínez-Gómez D, Caballero FF, López-García E, Rodríguez-Artalejo F. Television viewing time as a risk factor for frailty and functional limitations in older adults: Results from 2 European prospective cohorts. Int J Behav Nutr Phys Act. 2017;14(1):54. García-Esquinas E, Andrade E, Martínez-Gómez D, Caballero FF, López-García E, Rodríguez-Artalejo F. Television viewing time as a risk factor for frailty and functional limitations in older adults: Results from 2 European prospective cohorts. Int J Behav Nutr Phys Act. 2017;14(1):54.
29.
go back to reference Hsueh MC, Liao Y, Chang SH. Are Total and domain-specific sedentary time associated with overweight in older Taiwanese adults? Int J Environ Res Public Health. 2015;12(10):12697–705.PubMedPubMedCentralCrossRef Hsueh MC, Liao Y, Chang SH. Are Total and domain-specific sedentary time associated with overweight in older Taiwanese adults? Int J Environ Res Public Health. 2015;12(10):12697–705.PubMedPubMedCentralCrossRef
30.
go back to reference Van Holle V, Van Cauwenberg J, Van Dyck D, Deforche B, Van de Weghe N, De Bourdeaudhuij I. Relationship between neighborhood walkability and older adults’ physical activity: results from the Belgian environmental physical activity study in seniors (BEPAS seniors). Int J Behav Nutr Phys Act. 2014;11(1):110.PubMedPubMedCentralCrossRef Van Holle V, Van Cauwenberg J, Van Dyck D, Deforche B, Van de Weghe N, De Bourdeaudhuij I. Relationship between neighborhood walkability and older adults’ physical activity: results from the Belgian environmental physical activity study in seniors (BEPAS seniors). Int J Behav Nutr Phys Act. 2014;11(1):110.PubMedPubMedCentralCrossRef
31.
go back to reference Busschaert C, Scherrens A-L, De Bourdeaudhuij I, Cardon G, Van Cauwenberg J, De Cocker K. Socio-ecological variables associated with context-specific sitting time in Belgian older adults: a one-year follow-up study. PLoS One. 2016;11(12):e0167881.PubMedPubMedCentralCrossRef Busschaert C, Scherrens A-L, De Bourdeaudhuij I, Cardon G, Van Cauwenberg J, De Cocker K. Socio-ecological variables associated with context-specific sitting time in Belgian older adults: a one-year follow-up study. PLoS One. 2016;11(12):e0167881.PubMedPubMedCentralCrossRef
32.
go back to reference Busschaert C, De Bourdeaudhuij I, Van Holle V, Chastin SF, Cardon G, De Cocker K. Reliability and validity of three questionnaires measuring context-specific sedentary behaviour and associated correlates in adolescents, adults and older adults. Int J Behav Nutr Phys Act. 2015;12(1):117.PubMedPubMedCentralCrossRef Busschaert C, De Bourdeaudhuij I, Van Holle V, Chastin SF, Cardon G, De Cocker K. Reliability and validity of three questionnaires measuring context-specific sedentary behaviour and associated correlates in adolescents, adults and older adults. Int J Behav Nutr Phys Act. 2015;12(1):117.PubMedPubMedCentralCrossRef
33.
go back to reference Busschaert C. Measuring and identifying context-specific sitting time and its associated ecological variables among adolescents, adults and older adults. Ghent: Ghent University Faculty of Medicine and Health Sciences; 2016. Busschaert C. Measuring and identifying context-specific sitting time and its associated ecological variables among adolescents, adults and older adults. Ghent: Ghent University Faculty of Medicine and Health Sciences; 2016.
34.
go back to reference Van Cauwenberg J, Van Holle V, De Bourdeaudhuij I, Owen N, Deforche B. Older adults’ reporting of specific sedentary behaviors: validity and reliability. BMC Public Health. 2014;14(1):734.PubMedPubMedCentralCrossRef Van Cauwenberg J, Van Holle V, De Bourdeaudhuij I, Owen N, Deforche B. Older adults’ reporting of specific sedentary behaviors: validity and reliability. BMC Public Health. 2014;14(1):734.PubMedPubMedCentralCrossRef
35.
go back to reference Stansfeld S, Roberts R, Foot SJQoLR. Assessing the validity of the SF-36 general health survey. Qual Life Res. 1997;6(3):0.CrossRef Stansfeld S, Roberts R, Foot SJQoLR. Assessing the validity of the SF-36 general health survey. Qual Life Res. 1997;6(3):0.CrossRef
36.
go back to reference Gandek B, Ware JE, Aaronson NK, Apolone G, Bjorner JB, Brazier JE, et al. Cross-validation of item selection and scoring for the SF-12 Health Survey in nine countries: results from the IQOLA Project. J Clin Epidemiol. 1998;51(11):1171–8.PubMedCrossRef Gandek B, Ware JE, Aaronson NK, Apolone G, Bjorner JB, Brazier JE, et al. Cross-validation of item selection and scoring for the SF-12 Health Survey in nine countries: results from the IQOLA Project. J Clin Epidemiol. 1998;51(11):1171–8.PubMedCrossRef
37.
go back to reference Ware JE Jr, Kosinski M, Keller SDJM. A 12-Item Short-Form Health Survey: construction of scales and preliminary tests of reliability and validity. Med Care. 1996;34:220–33. Ware JE Jr, Kosinski M, Keller SDJM. A 12-Item Short-Form Health Survey: construction of scales and preliminary tests of reliability and validity. Med Care. 1996;34:220–33.
38.
go back to reference Clark SL, Muthén B. Relating latent class analysis results to variables not included in the analysis; 2009. Clark SL, Muthén B. Relating latent class analysis results to variables not included in the analysis; 2009.
39.
go back to reference Marsh HW, Lüdtke O, Trautwein U, Morin AJJSEMAMJ. Classical latent profile analysis of academic self-concept dimensions: Synergy of person-and variable-centered approaches to theoretical models of self-concept. Struct Equ Model Multidiscip J. 2009;16(2):191–225.CrossRef Marsh HW, Lüdtke O, Trautwein U, Morin AJJSEMAMJ. Classical latent profile analysis of academic self-concept dimensions: Synergy of person-and variable-centered approaches to theoretical models of self-concept. Struct Equ Model Multidiscip J. 2009;16(2):191–225.CrossRef
40.
go back to reference Van Dyck D, Cardon G, Deforche B, Owen N, De Cocker K, Wijndaele K, et al. Socio-demographic, psychosocial and home-environmental attributes associated with adults’ domestic screen time. BMC Public Health. 2011;11(1):668.PubMedPubMedCentralCrossRef Van Dyck D, Cardon G, Deforche B, Owen N, De Cocker K, Wijndaele K, et al. Socio-demographic, psychosocial and home-environmental attributes associated with adults’ domestic screen time. BMC Public Health. 2011;11(1):668.PubMedPubMedCentralCrossRef
41.
go back to reference Rhodes RE, Rachel SM, Temmel CP. Adult sedentary behavior. A systematic review. Am J Prev Med. 2012;42(3):e3–e28.PubMedCrossRef Rhodes RE, Rachel SM, Temmel CP. Adult sedentary behavior. A systematic review. Am J Prev Med. 2012;42(3):e3–e28.PubMedCrossRef
42.
go back to reference Celis-Morales CA, Welsh P, Lyall DM, Steell L, Petermann F, Anderson J, et al. Associations of grip strength with cardiovascular, respiratory, and cancer outcomes and all cause mortality: prospective cohort study of half a million UK Biobank participants. BMJ. 2018:k1651:361. Celis-Morales CA, Welsh P, Lyall DM, Steell L, Petermann F, Anderson J, et al. Associations of grip strength with cardiovascular, respiratory, and cancer outcomes and all cause mortality: prospective cohort study of half a million UK Biobank participants. BMJ. 2018:k1651:361.
43.
go back to reference Guallar-Castillón P, Sagardui-Villamor J, Banegas JR, Graciani A, Fornés NS, García EL, et al. Waist circumference as a predictor of disability among older adults. Obesity. 2007;15(1):233.PubMedCrossRef Guallar-Castillón P, Sagardui-Villamor J, Banegas JR, Graciani A, Fornés NS, García EL, et al. Waist circumference as a predictor of disability among older adults. Obesity. 2007;15(1):233.PubMedCrossRef
44.
45.
go back to reference Freisling H, Arnold M, Soerjomataram I, O'Doherty MG, Ordóñez-Mena JM, Bamia C, et al. Comparison of general obesity and measures of body fat distribution in older adults in relation to cancer risk: meta-analysis of individual participant data of seven prospective cohorts in Europe. Br J Cancer. 2017;116(11):1486–97.PubMedPubMedCentralCrossRef Freisling H, Arnold M, Soerjomataram I, O'Doherty MG, Ordóñez-Mena JM, Bamia C, et al. Comparison of general obesity and measures of body fat distribution in older adults in relation to cancer risk: meta-analysis of individual participant data of seven prospective cohorts in Europe. Br J Cancer. 2017;116(11):1486–97.PubMedPubMedCentralCrossRef
46.
go back to reference Lenz E, Swartz A, Strath S. Do sedentary behaviors modify the health status of older adults? Int J Kinesiol Sports Sci. 2014;2(1):13-22. Lenz E, Swartz A, Strath S. Do sedentary behaviors modify the health status of older adults? Int J Kinesiol Sports Sci. 2014;2(1):13-22.
47.
go back to reference Pearson N, Biddle SJ. Sedentary behavior and dietary intake in children, adolescents, and adults: a systematic review. Am J Prev Med. 2011;41(2):178–88.PubMedCrossRef Pearson N, Biddle SJ. Sedentary behavior and dietary intake in children, adolescents, and adults: a systematic review. Am J Prev Med. 2011;41(2):178–88.PubMedCrossRef
48.
go back to reference Ekelund U, Brown WJ, Steene-Johannessen J, Fagerland MW, Owen N, Powell KE, et al. Do the associations of sedentary behaviour with cardiovascular disease mortality and cancer mortality differ by physical activity level? A systematic review and harmonised meta-analysis of data from 850 060 participants. Br J Sports Med. 2019;53(14):886–94.PubMedCrossRef Ekelund U, Brown WJ, Steene-Johannessen J, Fagerland MW, Owen N, Powell KE, et al. Do the associations of sedentary behaviour with cardiovascular disease mortality and cancer mortality differ by physical activity level? A systematic review and harmonised meta-analysis of data from 850 060 participants. Br J Sports Med. 2019;53(14):886–94.PubMedCrossRef
49.
go back to reference Ekelund U, Steene-Johannessen J, Brown WJ, Fagerland MW, Owen N, Powell KE, et al. Does physical activity attenuate, or even eliminate, the detrimental association of sitting time with mortality? A harmonised meta-analysis of data from more than 1 million men and women. Lancet. 2016;388(10051):1302–10.PubMedCrossRef Ekelund U, Steene-Johannessen J, Brown WJ, Fagerland MW, Owen N, Powell KE, et al. Does physical activity attenuate, or even eliminate, the detrimental association of sitting time with mortality? A harmonised meta-analysis of data from more than 1 million men and women. Lancet. 2016;388(10051):1302–10.PubMedCrossRef
50.
go back to reference Tyrovolas S, Polychronopoulos E, Morena M, Mariolis A, Piscopo S, Valacchi G, et al. Is car use related with successful aging of older adults? Results from the multinational Mediterranean islands study. Ann Epidemiol. 2017;27(3):225–9.PubMedCrossRef Tyrovolas S, Polychronopoulos E, Morena M, Mariolis A, Piscopo S, Valacchi G, et al. Is car use related with successful aging of older adults? Results from the multinational Mediterranean islands study. Ann Epidemiol. 2017;27(3):225–9.PubMedCrossRef
51.
go back to reference Ding D, Sallis JF, Norman GJ, Frank LD, Saelens BE, Kerr J, et al. Neighborhood environment and physical activity among older adults: do the relationships differ by driving status? J Aging Phys Act. 2014;22(3):421–31.PubMedCrossRef Ding D, Sallis JF, Norman GJ, Frank LD, Saelens BE, Kerr J, et al. Neighborhood environment and physical activity among older adults: do the relationships differ by driving status? J Aging Phys Act. 2014;22(3):421–31.PubMedCrossRef
53.
go back to reference Betz ME, Lowenstein SR. Driving patterns of older adults: results from the second injury control and risk survey. J Am Geriatr Soc. 2010;58(10):1931–5.PubMedCrossRef Betz ME, Lowenstein SR. Driving patterns of older adults: results from the second injury control and risk survey. J Am Geriatr Soc. 2010;58(10):1931–5.PubMedCrossRef
54.
go back to reference Kim S. Assessing mobility in an aging society: personal and built environment factors associated with older people’s subjective transportation deficiency in the US. Transport Res F: Traffic Psychol Behav. 2011;14(5):422–9.CrossRef Kim S. Assessing mobility in an aging society: personal and built environment factors associated with older people’s subjective transportation deficiency in the US. Transport Res F: Traffic Psychol Behav. 2011;14(5):422–9.CrossRef
55.
go back to reference Engels B, Liu G-J. Social exclusion, location and transport disadvantage amongst non-driving seniors in a Melbourne municipality, Australia. J Transp Geogr. 2011;19(4):984–96.CrossRef Engels B, Liu G-J. Social exclusion, location and transport disadvantage amongst non-driving seniors in a Melbourne municipality, Australia. J Transp Geogr. 2011;19(4):984–96.CrossRef
56.
go back to reference Van Cauwenberg J, De Bourdeaudhuij I, Clarys P, de Geus B, Deforche B. E-bikes among older adults: benefits, disadvantages, usage and crash characteristics. Transportation. 2019;46(6):2151–72.CrossRef Van Cauwenberg J, De Bourdeaudhuij I, Clarys P, de Geus B, Deforche B. E-bikes among older adults: benefits, disadvantages, usage and crash characteristics. Transportation. 2019;46(6):2151–72.CrossRef
57.
go back to reference Matthews CE, Welk G. Use of self-report instruments to assess physical activity. Phys Act Assess Health-Relat Res. 2002:107–23. Matthews CE, Welk G. Use of self-report instruments to assess physical activity. Phys Act Assess Health-Relat Res. 2002:107–23.
58.
go back to reference Thorp AA, Owen N, Neuhaus M, Dunstan DW. Sedentary behaviors and subsequent health outcomes in adults: a systematic review of longitudinal studies, 1996–2011. Am J Prev Med. 2011;41(2):207–15.PubMedCrossRef Thorp AA, Owen N, Neuhaus M, Dunstan DW. Sedentary behaviors and subsequent health outcomes in adults: a systematic review of longitudinal studies, 1996–2011. Am J Prev Med. 2011;41(2):207–15.PubMedCrossRef
59.
go back to reference Balboa-Castillo T, León-Muñoz LM, Graciani A, Rodríguez-Artalejo F, Guallar-Castillón P. Longitudinal association of physical activity and sedentary behavior during leisure time with health-related quality of life in community-dwelling older adults. Health Qual Life Outcomes. 2011;9(1):47.PubMedPubMedCentralCrossRef Balboa-Castillo T, León-Muñoz LM, Graciani A, Rodríguez-Artalejo F, Guallar-Castillón P. Longitudinal association of physical activity and sedentary behavior during leisure time with health-related quality of life in community-dwelling older adults. Health Qual Life Outcomes. 2011;9(1):47.PubMedPubMedCentralCrossRef
60.
Metadata
Title
Sex-specific typologies of older adults’ sedentary behaviors and their associations with health-related and socio-demographic factors: a latent profile analysis
Authors
Sofie Compernolle
Ilse De Bourdeaudhuij
Greet Cardon
Delfien Van Dyck
Publication date
01-12-2021
Publisher
BioMed Central
Published in
BMC Geriatrics / Issue 1/2021
Electronic ISSN: 1471-2318
DOI
https://doi.org/10.1186/s12877-021-02011-5

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