Skip to main content
Top
Published in: BMC Geriatrics 1/2021

Open Access 01-12-2021 | Research

Domain-specific self-perceptions of aging are associated with different gait patterns in older adults: a cross-sectional latent profile analysis

Authors: Anne Blawert, Sebastian Krumpoch, Ellen Freiberger, Susanne Wurm

Published in: BMC Geriatrics | Issue 1/2021

Login to get access

Abstract

Background

Previous studies have pointed to the impact of self-perceptions of aging (SPA) on self-reported physical function in later life. However, less is known about associations of SPA with objectively measured physical function, especially gait. Research that examined other psychological variables and objectively measured gait has focused on single gait parameters such as gait speed, which seems to fall short for the complexity of this movement. Some approaches have proposed ways to identify gait patterns in specific patient groups, but not in community samples. Our goal was (a) to identify gait patterns based on a combination of important gait parameters in a community sample, and (b) to investigate differential associations of gain- and loss-related SPA with these gait patterns.

Methods

The study used an electronic walkway to assess gait parameters of 150 community dwelling adults aged 71–93 years (61.0% women) at their usual and maximum gait speed. SPA were assessed with a questionnaire. We used latent profile analysis (LPA) to identify groups exhibiting distinct gait patterns and binary logistic regression to investigate associations of SPA with these groups, controlling for personality traits, number of illnesses, age, gender, and education. To compare overall function between groups, a t-test for scores in the Short Physical Performance Battery was used.

Results

LPA revealed two distinct groups in both gait speed conditions. The fit group exhibited a stable, well-coordinated and faster gait pattern, while the functionally limited group’s gait pattern was less stable, less coordinated and slower. The odds of belonging to the functionally limited group were increased by loss-related SPA at usual gait speed, while the odds of belonging to the fit group were increased by gain-related SPA at individual maximum speed.

Conclusions

The findings (a) suggest LPA as a useful approach to investigate complex gait patterns considering several gait parameters simultaneously, and (b) provide first evidence for differential associations of gain- and loss-related SPA with gait patterns at usual and maximum gait speed. Intervention studies addressing gait in older adults should additionally address gain-related views on aging.
Literature
1.
go back to reference Levy BR, Slade MD, Kunkel SR, Kasl SV. Longevity increased by positive self-perceptions of aging. J Pers Soc Psychol. 2002;83(2):261.PubMedCrossRef Levy BR, Slade MD, Kunkel SR, Kasl SV. Longevity increased by positive self-perceptions of aging. J Pers Soc Psychol. 2002;83(2):261.PubMedCrossRef
2.
go back to reference Westerhof GJ, Miche M, Brothers AF, Barrett AE, Diehl M, Montepare JM, et al. The influence of subjective aging on health and longevity: a meta-analysis of longitudinal data. Psychol Aging. 2014;29(4):793–802.PubMedCrossRef Westerhof GJ, Miche M, Brothers AF, Barrett AE, Diehl M, Montepare JM, et al. The influence of subjective aging on health and longevity: a meta-analysis of longitudinal data. Psychol Aging. 2014;29(4):793–802.PubMedCrossRef
3.
go back to reference Wurm S, Diehl M, Kornadt AE, Westerhof GJ, Wahl H-W. How do views on aging affect health outcomes in adulthood and late life? Explanations for an established connection. Dev Rev. 2017;46:27–43.PubMedPubMedCentralCrossRef Wurm S, Diehl M, Kornadt AE, Westerhof GJ, Wahl H-W. How do views on aging affect health outcomes in adulthood and late life? Explanations for an established connection. Dev Rev. 2017;46:27–43.PubMedPubMedCentralCrossRef
4.
go back to reference Westerhof GJ, Wurm S. Subjective aging and health. Oxford research encyclopedia of psychology. Oxford: Oxford University Press; 2018. Westerhof GJ, Wurm S. Subjective aging and health. Oxford research encyclopedia of psychology. Oxford: Oxford University Press; 2018.
5.
go back to reference Wurm S, Tesch-Römer C, Tomasik M. Longitudinal findings on aging-related cognitions, control beliefs, and health in later life. J Gerontol B Psychol Sci Soc Sci. 2007;62(3):P156–P64.PubMedCrossRef Wurm S, Tesch-Römer C, Tomasik M. Longitudinal findings on aging-related cognitions, control beliefs, and health in later life. J Gerontol B Psychol Sci Soc Sci. 2007;62(3):P156–P64.PubMedCrossRef
6.
go back to reference Gale CR, Cooper C. Attitudes to ageing and change in frailty status: the English Longitudinal Study of Ageing. Gerontology. 2018;64(1):58–66.PubMedCrossRef Gale CR, Cooper C. Attitudes to ageing and change in frailty status: the English Longitudinal Study of Ageing. Gerontology. 2018;64(1):58–66.PubMedCrossRef
7.
go back to reference Ye B, Gao J, Fu H, Chen H, Dong W, Gu M. How does ageism influence frailty? A preliminary study using a structural equation model. BMC Geriatr. 2020;20(1):422.PubMedPubMedCentralCrossRef Ye B, Gao J, Fu H, Chen H, Dong W, Gu M. How does ageism influence frailty? A preliminary study using a structural equation model. BMC Geriatr. 2020;20(1):422.PubMedPubMedCentralCrossRef
8.
go back to reference Tovel H, Carmel S, Raveis VH. Relationships among self-perception of aging, physical functioning, and self-efficacy in late life. J Gerontol B Psychol Sci Soc Sci. 2019;74(2):212–21.PubMedCrossRef Tovel H, Carmel S, Raveis VH. Relationships among self-perception of aging, physical functioning, and self-efficacy in late life. J Gerontol B Psychol Sci Soc Sci. 2019;74(2):212–21.PubMedCrossRef
9.
go back to reference Wurm S, Benyamini Y. Optimism buffers the detrimental effect of negative self-perceptions of ageing on physical and mental health. Psychol Health. 2014;29(7):832–48.PubMedCrossRef Wurm S, Benyamini Y. Optimism buffers the detrimental effect of negative self-perceptions of ageing on physical and mental health. Psychol Health. 2014;29(7):832–48.PubMedCrossRef
10.
go back to reference Levy BR, Slade MD, Kasl SV. Longitudinal benefit of positive self-perceptions of aging on functional health. J Gerontol B Psychol Sci Soc Sci. 2002;57(5):P409–P17.PubMedCrossRef Levy BR, Slade MD, Kasl SV. Longitudinal benefit of positive self-perceptions of aging on functional health. J Gerontol B Psychol Sci Soc Sci. 2002;57(5):P409–P17.PubMedCrossRef
11.
go back to reference Sargent-Cox KA, Anstey KJ, Luszcz MA. The relationship between change in self-perceptions of aging and physical functioning in older adults. Psychol Aging. 2012;27(3):750–60.PubMedCrossRef Sargent-Cox KA, Anstey KJ, Luszcz MA. The relationship between change in self-perceptions of aging and physical functioning in older adults. Psychol Aging. 2012;27(3):750–60.PubMedCrossRef
12.
go back to reference Robertson DA, Savva GM, King-Kallimanis BL, Kenny RA. Negative perceptions of aging and decline in walking speed: a self-fulfilling prophecy. PLoS One. 2015;10(4):e0123260.PubMedPubMedCentralCrossRef Robertson DA, Savva GM, King-Kallimanis BL, Kenny RA. Negative perceptions of aging and decline in walking speed: a self-fulfilling prophecy. PLoS One. 2015;10(4):e0123260.PubMedPubMedCentralCrossRef
13.
go back to reference Krumpoch S, Lindemann U, Rappl A, Becker C, Sieber CC, Freiberger E. The effect of different test protocols and walking distances on gait speed in older persons. Aging Clin Exp Res. 2021;33(1):141–6.PubMedCrossRef Krumpoch S, Lindemann U, Rappl A, Becker C, Sieber CC, Freiberger E. The effect of different test protocols and walking distances on gait speed in older persons. Aging Clin Exp Res. 2021;33(1):141–6.PubMedCrossRef
14.
go back to reference Middleton A, Fritz SL, Lusardi M. Walking speed: the functional vital sign. J Aging Phys Act. 2015;23(2):314–22.PubMedCrossRef Middleton A, Fritz SL, Lusardi M. Walking speed: the functional vital sign. J Aging Phys Act. 2015;23(2):314–22.PubMedCrossRef
15.
go back to reference Lindemann U. Spatiotemporal gait analysis of older persons in clinical practice and research. Z Gerontol Geriatr. 2019;53(2):171–8.PubMedCrossRef Lindemann U. Spatiotemporal gait analysis of older persons in clinical practice and research. Z Gerontol Geriatr. 2019;53(2):171–8.PubMedCrossRef
16.
go back to reference Doi T, Nakakubo S, Tsutsumimoto K, Kim M-J, Kurita S, Ishii H, et al. Spatio-temporal gait variables predicted incident disability. J NeuroEng Rehabil. 2020;17(1):1–7.CrossRef Doi T, Nakakubo S, Tsutsumimoto K, Kim M-J, Kurita S, Ishii H, et al. Spatio-temporal gait variables predicted incident disability. J NeuroEng Rehabil. 2020;17(1):1–7.CrossRef
18.
go back to reference Pauk J, Minta-Bielecka K. Gait patterns classification based on cluster and bicluster analysis. Biocybern Biomed Eng. 2016;36(2):391–6.CrossRef Pauk J, Minta-Bielecka K. Gait patterns classification based on cluster and bicluster analysis. Biocybern Biomed Eng. 2016;36(2):391–6.CrossRef
19.
go back to reference Kempen JCE, Doorenbosch CAM, Knol DL, de Groot V, Beckerman H. Newly identified gait patterns in patients with multiple sclerosis may be related to push-off quality. Phys Ther. 2016;96(11):1744–52.PubMedCrossRef Kempen JCE, Doorenbosch CAM, Knol DL, de Groot V, Beckerman H. Newly identified gait patterns in patients with multiple sclerosis may be related to push-off quality. Phys Ther. 2016;96(11):1744–52.PubMedCrossRef
20.
go back to reference Lundin-Olsson L, Nyberg L, Gustafson Y. Stops walking when talking as a predictor of falls in elderly people. Lancet. 1997;349(9052):617.PubMedCrossRef Lundin-Olsson L, Nyberg L, Gustafson Y. Stops walking when talking as a predictor of falls in elderly people. Lancet. 1997;349(9052):617.PubMedCrossRef
21.
go back to reference Chamberlin ME, Fulwider BD, Sanders SL, Medeiros JM. Does fear of falling influence spatial and temporal gait parameters in elderly persons beyond changes associated with normal aging? J Gerontol A Biol. 2005;60(9):1163–7.CrossRef Chamberlin ME, Fulwider BD, Sanders SL, Medeiros JM. Does fear of falling influence spatial and temporal gait parameters in elderly persons beyond changes associated with normal aging? J Gerontol A Biol. 2005;60(9):1163–7.CrossRef
22.
go back to reference Ellmers T, Kal E, Richardson J, Young W. Short-latency inhibition mitigates the relationship between conscious movement processing and overly cautious gait. Age Ageing. 2021;50(3):830–7.PubMedCrossRef Ellmers T, Kal E, Richardson J, Young W. Short-latency inhibition mitigates the relationship between conscious movement processing and overly cautious gait. Age Ageing. 2021;50(3):830–7.PubMedCrossRef
23.
go back to reference Mak TC, Young WR, Wong TW. The role of reinvestment in conservative gait in older adults. Exp Gerontol. 2020;133:110855.PubMedCrossRef Mak TC, Young WR, Wong TW. The role of reinvestment in conservative gait in older adults. Exp Gerontol. 2020;133:110855.PubMedCrossRef
24.
go back to reference Stephan Y, Sutin AR, Bovier-Lapierre G, Terracciano A. Personality and walking speed across adulthood: prospective evidence from five samples. Soc Psychol Personal Sci. 2017;9(7):773–80.CrossRef Stephan Y, Sutin AR, Bovier-Lapierre G, Terracciano A. Personality and walking speed across adulthood: prospective evidence from five samples. Soc Psychol Personal Sci. 2017;9(7):773–80.CrossRef
25.
go back to reference Tolea MI, Ferrucci L, Costa PT, Faulkner K, Rosano C, Satterfield S, et al. Personality and reduced incidence of walking limitation in late life: findings from the health, aging, and body composition study. J Gerontol B Psychol Sci Soc Sci. 2012;67(6):712–9.PubMedPubMedCentralCrossRef Tolea MI, Ferrucci L, Costa PT, Faulkner K, Rosano C, Satterfield S, et al. Personality and reduced incidence of walking limitation in late life: findings from the health, aging, and body composition study. J Gerontol B Psychol Sci Soc Sci. 2012;67(6):712–9.PubMedPubMedCentralCrossRef
26.
go back to reference Stewart TL, Chipperfield JG, Perry RP, Weiner B. Attributing illness to ‘old age’: consequences of a self-directed stereotype for health and mortality. Psychol Health. 2012;27(8):881–97.PubMedCrossRef Stewart TL, Chipperfield JG, Perry RP, Weiner B. Attributing illness to ‘old age’: consequences of a self-directed stereotype for health and mortality. Psychol Health. 2012;27(8):881–97.PubMedCrossRef
27.
go back to reference Dutt AJ, Gabrian M, Wahl HW. Developmental regulation and awareness of age-related change: a (mostly) unexplored connection. J Gerontol B Psychol Sci Soc Sci. 2018;73(6):934–43.PubMed Dutt AJ, Gabrian M, Wahl HW. Developmental regulation and awareness of age-related change: a (mostly) unexplored connection. J Gerontol B Psychol Sci Soc Sci. 2018;73(6):934–43.PubMed
28.
go back to reference Craciun C, Gellert P, Flick U. Aging in precarious circumstances: do positive views on aging make a difference? Gerontologist. 2017;57(3):517–28.PubMed Craciun C, Gellert P, Flick U. Aging in precarious circumstances: do positive views on aging make a difference? Gerontologist. 2017;57(3):517–28.PubMed
29.
go back to reference Klusmann V, Sproesser G, Wolff JK, Renner B, Neupert S. Positive self-perceptions of aging promote healthy eating behavior across the life span via social-cognitive processes. J Gerontol B Psychol Sci Soc Sci. 2019;74(5):735–44.PubMedCrossRef Klusmann V, Sproesser G, Wolff JK, Renner B, Neupert S. Positive self-perceptions of aging promote healthy eating behavior across the life span via social-cognitive processes. J Gerontol B Psychol Sci Soc Sci. 2019;74(5):735–44.PubMedCrossRef
30.
go back to reference Sun JK, Kim ES, Smith J. Positive self-perceptions of aging and lower rate of overnight hospitalization in the US population over age 50. Psychosom Med. 2017;79(1):81–90.PubMedPubMedCentralCrossRef Sun JK, Kim ES, Smith J. Positive self-perceptions of aging and lower rate of overnight hospitalization in the US population over age 50. Psychosom Med. 2017;79(1):81–90.PubMedPubMedCentralCrossRef
31.
go back to reference Menz HB, Latt MD, Tiedemann A, San Kwan MM, Lord SR. Reliability of the GAITRite® walkway system for the quantification of temporo-spatial parameters of gait in young and older people. Gait Posture. 2004;20(1):20–5.PubMedCrossRef Menz HB, Latt MD, Tiedemann A, San Kwan MM, Lord SR. Reliability of the GAITRite® walkway system for the quantification of temporo-spatial parameters of gait in young and older people. Gait Posture. 2004;20(1):20–5.PubMedCrossRef
32.
go back to reference Bilney B, Morris M, Webster K. Concurrent related validity of the GAITRite® walkway system for quantification of the spatial and temporal parameters of gait. Gait Posture. 2003;17(1):68–74.PubMedCrossRef Bilney B, Morris M, Webster K. Concurrent related validity of the GAITRite® walkway system for quantification of the spatial and temporal parameters of gait. Gait Posture. 2003;17(1):68–74.PubMedCrossRef
33.
go back to reference Steverink N, Westerhof GJ, Bode C, Dittmann-Kohli F. The personal experience of aging, individual resources, and subjective well-being. J Gerontol B Psychol Sci Soc Sci. 2001;56(6):P364–P73.PubMedCrossRef Steverink N, Westerhof GJ, Bode C, Dittmann-Kohli F. The personal experience of aging, individual resources, and subjective well-being. J Gerontol B Psychol Sci Soc Sci. 2001;56(6):P364–P73.PubMedCrossRef
34.
go back to reference Rammstedt B, John OP. Measuring personality in one minute or less: a 10-item short version of the Big Five Inventory in English and German. J Res Pers. 2007;41(1):203–12.CrossRef Rammstedt B, John OP. Measuring personality in one minute or less: a 10-item short version of the Big Five Inventory in English and German. J Res Pers. 2007;41(1):203–12.CrossRef
35.
go back to reference Agmon M, Armon G. A cross-sectional study of the association between mobility test performance and personality among older adults. BMC Geriatr. 2016;16(1):105.PubMedPubMedCentralCrossRef Agmon M, Armon G. A cross-sectional study of the association between mobility test performance and personality among older adults. BMC Geriatr. 2016;16(1):105.PubMedPubMedCentralCrossRef
36.
go back to reference Kornadt A, Siebert J, Wahl H-W. The interplay of personality and attitudes toward own aging across two decades of later life. PLoS One. 2019;14:e0223622.PubMedPubMedCentralCrossRef Kornadt A, Siebert J, Wahl H-W. The interplay of personality and attitudes toward own aging across two decades of later life. PLoS One. 2019;14:e0223622.PubMedPubMedCentralCrossRef
37.
go back to reference Groll DL, To T, Bombardier C, Wright JG. The development of a comorbidity index with physical function as the outcome. J Clin Epidemiol. 2005;58(6):595–602.PubMedCrossRef Groll DL, To T, Bombardier C, Wright JG. The development of a comorbidity index with physical function as the outcome. J Clin Epidemiol. 2005;58(6):595–602.PubMedCrossRef
38.
go back to reference Guralnik JM, Simonsick EM, Ferrucci L, Glynn RJ, Berkman LF, Blazer DG, et al. A short physical performance battery assessing lower extremity function: association with self-reported disability and prediction of mortality and nursing home admission. J Gerontol. 1994;49(2):M85–94.PubMedCrossRef Guralnik JM, Simonsick EM, Ferrucci L, Glynn RJ, Berkman LF, Blazer DG, et al. A short physical performance battery assessing lower extremity function: association with self-reported disability and prediction of mortality and nursing home admission. J Gerontol. 1994;49(2):M85–94.PubMedCrossRef
39.
go back to reference Beauchet O, Allali G, Sekhon H, Verghese J, Guilain S, Steinmetz J-P, et al. Guidelines for assessment of gait and reference values for spatiotemporal gait parameters in older adults: the biomathics and Canadian gait consortiums initiative. Front Hum Neurosci. 2017;11:353.PubMedPubMedCentralCrossRef Beauchet O, Allali G, Sekhon H, Verghese J, Guilain S, Steinmetz J-P, et al. Guidelines for assessment of gait and reference values for spatiotemporal gait parameters in older adults: the biomathics and Canadian gait consortiums initiative. Front Hum Neurosci. 2017;11:353.PubMedPubMedCentralCrossRef
40.
go back to reference Wurm S, Warner LM, Ziegelmann JP, Wolff JK, Schüz B. How do negative self-perceptions of aging become a self-fulfilling prophecy? Psychol Aging. 2013;28(4):1088.PubMedCrossRef Wurm S, Warner LM, Ziegelmann JP, Wolff JK, Schüz B. How do negative self-perceptions of aging become a self-fulfilling prophecy? Psychol Aging. 2013;28(4):1088.PubMedCrossRef
41.
go back to reference Hollman JH, Childs KB, McNeil ML, Mueller AC, Quilter CM, Youdas JW. Number of strides required for reliable measurements of pace, rhythm and variability parameters of gait during normal and dual task walking in older individuals. Gait Posture. 2010;32(1):23–8.PubMedCrossRef Hollman JH, Childs KB, McNeil ML, Mueller AC, Quilter CM, Youdas JW. Number of strides required for reliable measurements of pace, rhythm and variability parameters of gait during normal and dual task walking in older individuals. Gait Posture. 2010;32(1):23–8.PubMedCrossRef
42.
go back to reference König N, Singh NB, Von Beckerath J, Janke L, Taylor WR. Is gait variability reliable? An assessment of spatio-temporal parameters of gait variability during continuous overground walking. Gait Posture. 2014;39(1):615–7.PubMedCrossRef König N, Singh NB, Von Beckerath J, Janke L, Taylor WR. Is gait variability reliable? An assessment of spatio-temporal parameters of gait variability during continuous overground walking. Gait Posture. 2014;39(1):615–7.PubMedCrossRef
Metadata
Title
Domain-specific self-perceptions of aging are associated with different gait patterns in older adults: a cross-sectional latent profile analysis
Authors
Anne Blawert
Sebastian Krumpoch
Ellen Freiberger
Susanne Wurm
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/s12877-021-02320-9

Other articles of this Issue 1/2021

BMC Geriatrics 1/2021 Go to the issue
Obesity Clinical Trial Summary

At a glance: The STEP trials

A round-up of the STEP phase 3 clinical trials evaluating semaglutide for weight loss in people with overweight or obesity.

Developed by: Springer Medicine

Highlights from the ACC 2024 Congress

Year in Review: Pediatric cardiology

Watch Dr. Anne Marie Valente present the last year's highlights in pediatric and congenital heart disease in the official ACC.24 Year in Review session.

Year in Review: Pulmonary vascular disease

The last year's highlights in pulmonary vascular disease are presented by Dr. Jane Leopold in this official video from ACC.24.

Year in Review: Valvular heart disease

Watch Prof. William Zoghbi present the last year's highlights in valvular heart disease from the official ACC.24 Year in Review session.

Year in Review: Heart failure and cardiomyopathies

Watch this official video from ACC.24. Dr. Biykem Bozkurt discuss last year's major advances in heart failure and cardiomyopathies.