The association of status transitions from school to work with leisure-time physical activity on weekdays: a longitudinal analysis of data from the German Socio-Economic Panel

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BackgroundPhysical inactivity is common among young adults. Transitions from school to work can affect available resources for engaging in physical activity (PA). There is a lack of longitudinal data examining changes in PA following status transitions differentiated by occupational and academic career paths. The aim of this study was to analyze changes in PA of young adults across four status transitions from: (1) school to vocational education and training (VET), (2) school to university, (3) VET to workforce entry, and (4) university to workforce entry.MethodsA longitudinal analysis was conducted using data from the German Socio-Economic Panel (waves 2014–2020) for young adults aged 18–35. McNemar tests and logistic fixed-effects regressions were performed in four separate subsamples with paired data (time points before and after a transition).ResultsIn total, 364 individuals transitioned from school to VET (47.8% women, mean age before transition (BT): 18.9, SD = 1.2), 482 from school to university (53.7% women, mean age BT: 19.0, SD = 1.4), 790 from VET to workforce entry (46.6% women, mean age BT: 22.2, SD = 3.3), and 305 from university to workforce entry (54.4% women, mean age BT: 26.3, SD = 3.0). A significant reduction in PA was observed when individuals transitioned from 1) school to VET and 4) university to workforce.ConclusionsYoung adults who choose an occupational career path already experienced a reduction in PA when starting VET, whereas this trend is temporally shifted for those choosing an academic career path, occurring only upon entry into the workforce. Tailored interventions (e.g., digital approaches that are flexible in terms of time and location) are needed to promote PA among the identified groups, considering available resources.Supplementary InformationThe online version contains supplementary material available at 10.1186/s12889-025-23739-4.

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Physical activity status of academic professors during their early career transition: An application of the theory of planned behavior
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  • 10.1194/jlr.p900029-jlr200
Longitudinal impact of physical activity on lipid profiles in middle-aged adults: the Atherosclerosis Risk in Communities Study
  • Aug 1, 2009
  • Journal of Lipid Research
  • Keri L Monda + 2 more

Evidence exists that increased levels of physical activity decrease the population burden of cardiovascular disease (CVD). Although risk factors for CVD, including plasma lipids and lipoproteins, have been associated with physical activity, studies including a sizeable number of minority participants are lacking. Our purpose was to interrogate the longitudinal effect of physical activity on plasma lipids and lipoproteins in the African American and white participants of the Atherosclerosis Risk in Communities (ARIC) Study. Nine years of follow-up data on 8,764 individuals aged 45-64 years at baseline were used in linear mixed-effects models to estimate the association between increases in baseline physical activity on mean change in HDL, LDL, total cholesterol, and triglyceride levels. Increases in the level of activity were associated with increases in HDL in all strata and decreases in triglycerides among white participants. Physical activity was associated with LDL in all women, while the association with total cholesterol was limited to African American women. This study is one of the few to investigate the effect of physical activity on lipids and lipoproteins in a race- and sex-specific manner. Overall our results highlight the importance of physical activity on plasma lipid profiles and provide evidence for novel differential associations.

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  • Cite Count Icon 25
  • 10.1136/jech.2006.051953
Changes in leisure time and occupational physical activity over 8 years: the Cornellè Health Interview Survey Follow-Up Study
  • Feb 13, 2008
  • Journal of Epidemiology & Community Health
  • C I Cornelio + 6 more

Aim:To describe changes in leisure time and occupational physical activity status in an urban Mediterranean population-based cohort, and to evaluate sociodemographic, health-related and lifestyle correlates of such changes.Methods:Data for this...

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  • Cite Count Icon 58
  • 10.1371/journal.pone.0032430
Lower Conditioning Leisure-Time Physical Activity in Young Adults Born Preterm at Very Low Birth Weight
  • Feb 27, 2012
  • PLoS ONE
  • Nina Kaseva + 13 more

BackgroundAdults born preterm at very low birth weight (VLBW, <1500 g) have elevated levels of risk factors for cardiovascular diseases and type 2 diabetes. Preliminary observations suggest that this could partly be explained by lower rates of physical activity. The aim of this study was to assess physical activity in healthy young adults born preterm at very low birth weight compared with term-born controls.Methodology/Principal FindingsWe studied 94 unimpaired young adults, aged 21–29 years, born at VLBW and 101 age-, sex-, and birth hospital-matched term-born controls from one regional center in Southern Finland. The participants completed a validated 30-item 12-month physical activity questionnaire and the NEO-Personality Inventory based on the Big Five taxonomy, the most commonly used classification of personality traits. Yearly frequency, total time, total volume and energy expenditure of conditioning and non-conditioning leisure-time physical activity (LTPA) and commuting physical activity were compared between VLBW and term-born subjects. A subset of participants underwent dual-energy x-ray absorptiometry for body composition measurement. Data were analyzed by multiple linear regression. Compared with controls, VLBW participants had lower frequency [−38.5% (95% CI; −58.9, −7.7)], total time [−47.4% (95% CI; −71.2, −4.1)], total volume [−44.3% (95% CI; −65.8, −9.2)] and energy expenditure [−55.9% (95% CI; −78.6, −9.4)] of conditioning LTPA when adjusted for age, sex, body mass index, smoking, parental education and personality traits. Adjusting for lean body mass instead of body mass index attenuated the difference. There were no differences in non-conditioning LTPA or commuting physical activity.Conclusions/SignificanceCompared with term-born controls, unimpaired VLBW adults undertake less frequent LTPA with lower total time and volume of exercise resulting in lower energy expenditure. Differences in personality that exist between the VLBW and term-born groups do not seem to explain this association.

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  • Cite Count Icon 10
  • 10.1080/22423982.2018.1459145
The impact of changes in leisure time physical activity on changes in cardiovascular risk factors: results from The Finnmark 3 Study and SAMINOR 1, 1987–2003
  • Jan 1, 2018
  • International Journal of Circumpolar Health
  • Rune Hermansen + 5 more

ABSTRACTObjective: The aim of this study was to examine the associations between changes in leisure time physical activity and changes in cardiovascular risk factors over 16 years and whether they differ between two ethnic groups in Norway.Methods: Data were extracted from two population-based studies. Altogether, 3671 men and women participated in both surveys, and 30% reported being of Sami ethnicity. Leisure time physical activity was self-reported, and cardiovascular risk factors were measured. ANCOVA analysis was used to examine associations between changes in physical activity and changes in cardiovascular risk factors.Results: After adjustment for age, sex, smoking, ethnicity and respective baseline values, favourable changes in body mass index (BMI) and levels of triglycerides were most pronounced in those who were active in both surveys (p < 0.05) whereas the opposite was the situation for cholesterol levels (p = 0.003). Changes in systolic blood pressure, diastolic blood pressure and resting heart rate were not significantly associated with change in physical activity. Ethnicity did not influence the associations between physical activity and cardiovascular risk factors.Conclusion: Traditional cardiovascular risk factors were to a small extent associated with change in leisure time physical activity. Persistent physical activity was associated with beneficial changes in BMI and triglycerides.

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Changes in physical activity in leisure time and the risk of myocardial infarction, ischemic heart disease, and all-cause mortality
  • Feb 1, 2012
  • European Journal of Epidemiology
  • Christina Bjørk Petersen + 5 more

Physical activity is associated to a lower risk of mortality from all-causes and from coronary heart disease. The long-term effects of changes in physical activity on coronary heart disease are, however, less known. We examined the association between changes in leisure time physical activity and the risk of myocardial infarction (MI), ischemic heart disease (IHD), and all-cause mortality as well as changes in blood pressure in 4,487 men and 5,956 women in the Copenhagen City Heart Study. Physical activity was measured in 1976-1978 and 1981-1983 and participants were followed in nation-wide registers until 2009. Men who decreased physical activity by at least two levels and women who decreased by one level had a higher risk of MI relatively to an unchanged physical activity level (hazard ratio [HR] = 1.74, 95% confidence interval [95% CI]: 1.17-2.60 and HR = 1.30, 95% CI: 1.03-1.65). Similar associations were found for IHD although only significant in women. In all-cause mortality, men who increased physical activity had a lower risk and both men and women who reduced physical activity had a higher risk compared to an unchanged physical activity level. No association between changes in physical activity and blood pressure was observed. Findings from this prospective study suggest that changes in physical activity affect the risk of MI, IHD and all-cause mortality. A decrease in physical activity was associated to a higher risk of coronary heart disease.

  • Research Article
  • 10.1249/00005768-200605001-02837
Association of Perceived Weight Status and Change in Physical Activity in Young Adults
  • May 1, 2006
  • Medicine &amp; Science in Sports &amp; Exercise
  • Yoon-Suk Jekal + 3 more

PURPOSE: To investigate the longitudinal association between perceived weight status and physical activity (PA) change in a population based sample of young adults. METHODS: The sample consisted of 338 females and 290 males, aged 21–25 years (85% white). At baseline, subjects classified themselves as underweight (UW), normal weight (NW), slightly overweight (OW) and very overweight (VOW). PA (hrs/wk) averaged over the past year was assessed by questionnaire twice (mean time between assessments = 25.3±5.9 months) and change in PA between the two assessments was calculated. Analysis of covariance was used to examine the relation between baseline perceived weight status and change in PA, while adjusting for demographic characteristics. RESULTS: Perception of weight status at baseline for females was 7%-UW, 40%-NW, 40%-OW and 13%-VOW; and for males 15%-UW, 51%-NW, 30%-OW, and 4% -VOW. Overall, PA decreased by −1.2±7.3 hrs/wk with PA in males decreasing significantly more than in females (−0.3±6.6 vs. −2.1±7.9, p < 0.01). Baseline perceived weight status was a significant predictor of change in PA for both males (p <.01) and females (p <0.05). Analysis of covariance indicated that females who perceived their weight status to be OW or VOW significantly increased their PA by 0.2 and 1.7 hrs/wk respectively while females who perceived their weight status to be UW or NW decreased their PA by −1.2 and −1.4 hrs/wk respectively. Among males, those who perceived their weight status to be VO significantly increased their PA by 2.6 hrs/wk while males who perceived their weight status as UW, NW or OW decreased their PA by −4.7, −2.5 and −1.1 hrs/wk respectively. CONCLUSION: These data indicate that perception of weight status may be a predictor of change in physical activity. Over a 2 year period, PA decreased in those who perceived they were under or normal weight while PA increased among those who perceived they were overweight.

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  • Cite Count Icon 1
  • 10.1186/s12889-024-18539-1
Change in general and domain-specific physical activity during the transition from primary to secondary education: a systematic review
  • Apr 11, 2024
  • BMC public health
  • Gwennyth E Spruijtenburg + 5 more

BackgroundKnowledge of changes in the domains of physical activity (PA) during the transition period from primary to secondary education and the factors associated with these changes, are prerequisites for the design of effective PA promotion strategies. Therefore, the first aim of this study was to systematically review changes in general, leisure-time, school, transport, work, and home PA across the transition from primary to secondary education. The second aim was to systematically review the individual, social, and physical environmental factors that were associated with these changes.MethodsRecords published up until September 2023 were retrieved from five electronic databases. We included longitudinal and cross-sectional studies that investigated general or domain-specific PA from 2 years before to 2 years after the transition from primary to secondary education. Information on source, study characteristics, sample characteristics, PA, and factors were extracted from the papers included. We reported the direction of change in general and domain-specific PA and the direction of association of the factors with change in general and domain-specific PA.ResultsForty-eight papers were included in the study. The evidence on changes in PA and associated factors was greatest for general PA. A limited number of the studies investigated the separate domains of leisure-time, school, and transport. Most studies on general and school PA reported a decline in PA, but there were no consistent results for the domains of leisure-time and transport. With respect to the associated factors, evidence was predominantly found for individual factors and to a lesser degree for physical environmental and social environmental factors. None of the factors were consistently associated with changes in general or domain-specific PA during the school transition.ConclusionsFor the design of targeted PA promotion strategies, further studies are warranted to explore changes in the specific domains of PA across the transition from primary to secondary education, especially in the domains of leisure-time, transport, home, and work PA. In addition, the interactions between factors at different socioecological levels to influence changes in PA need to be addressed more in the future.Trial registrationPROSPERO CRD42020190204.

  • Research Article
  • 10.1249/01.mss.0000536112.66046.3a
Examination Of The Association Between Values And Physical Activity In A Behavioral Program
  • May 1, 2018
  • Medicine &amp; Science in Sports &amp; Exercise
  • Lisa M Wisniewski + 2 more

Theory-based approaches imply that values may be a construct that influences motivation and adherence to health behavior change. PURPOSE: This study examined the associations between individual values and change in physical activity in adults enrolled in a 6-month behavioral weight loss intervention. METHODS: Baseline data for 67 participants (age = 44.2±9.0 years; body mass index = 32.6±3.9 kg/m2) and 58 participants at 6 months (age = 43.9±9.2 years; body mass index = 32.6±4.0 kg/m2) were analyzed. The 6-month behavioral weight loss intervention included prescribed moderate-to-vigorous physical activity of 150 to 250min/wk. Only participants prescribed physical activity within the intervention were included in the statistical analysis. Assessments at baseline and 6 months included: 1) self-reported leisure-time physical activity, 2) personal values, 3) perception of engaging in physical activity would have on their values. RESULTS: At both baseline and 6 months, the three most frequently identified values were marriage/couples/intimate relationships (75.9%), family (60.3%), and parenting (56.9%). Spearman correlation coefficients were not statistically significant between change in leisure-time physical activity and perception of the impact engaging in a physical activity will have on their values at baseline (range of r’s: -0.029 to 0.154, p’s range: 0.364 to 0.927) and 6 months (range of r’s: -0.018 to 0.098, p’s range: 0.564 to 0.916). DISCUSSION: Self-reported values did not change following participation in a behavioral weight loss intervention. Perceptions of how engagement in physical activity would alter values were also not associated with change in leisure-time physical activity. These results suggest that linking physical activity to values would not impact the magnitude of improvement in leisure-time physical activity within the context of a comprehensive behavioral weight loss intervention. However, this warrants additional investigation to determine if interventions specifically linking values to physical activity would elicit similar effects.

  • Research Article
  • Cite Count Icon 32
  • 10.1249/mss.0b013e3182479747
Genetic Influences on Physical Activity in Young Adults
  • Jul 1, 2012
  • Medicine &amp; Science in Sports &amp; Exercise
  • Linda Mustelin + 5 more

The aim of this study was to investigate genetic and environmental influences on different aspects of physical activity in young adult twins. We studied 1274 Finnish twins with a mean age of 22.4 yr, from the population-based FinnTwin12 study. Physical activity was assessed with the Baecke Questionnaire, yielding four indexes: the sport index, leisure time activity index, work index, and total score. Quantitative genetic analyses based on linear structural equations were used to estimate the contribution of genetic and environmental factors on these physical activity traits. The overall heritability estimates were 64% (95% confidence interval (CI) = 0.56%-0.70%) for sports activity, 41% (95% CI = 0.31%-0.51%) for leisure time activity excluding sports, 56% (95% CI = 0.48%-0.63%) for physical activity at work, and 54% (95% CI = 0.45%-0.62%) for total physical activity. Unique environmental factors accounted for the rest of the trait variances. We did not find evidence for common environmental or dominant genetic influences. The heritability estimates did not differ between men and women, and no sex-specific genetic factors were found. Sports activity and leisure time activity excluding sports were associated (r = 0.27), and additive genetic factors explained 57% of their association. Our results suggest that genetic factors contribute significantly to physical activity levels in young adults and that sports activity is under stronger genetic influence than leisure time physical activity excluding sports. We also concluded that physical activity at work does not seem to be associated with sports activities or other leisure time physical activity at this age.

  • Research Article
  • Cite Count Icon 1
  • 10.18502/jmr.v15i4.7745
Depression Associated With COVID-19 and its Impact on Physical Activities of Young Adults of Pakistan
  • Nov 9, 2021
  • Journal of Modern Rehabilitation
  • Bakhtawar Samejo + 3 more

Introduction: Coronavirus Disease 2019 (COVID-19) is a cluster of acute respiratory illnesses with unknown etiology, which firstly appeared in Wuhan, Hubei Province, China, in December 2019. All educational institutes of Pakistan were completely closed from March 13, 2020, to August 15, 2020. This condition disturbs the daily routines of children with mental health needs. This sudden closure limited their physical activities in their routine life. This study aims to observe the depression associated with COVID-19 and its impact on the physical activities of young adults of Pakistan. Materials and Methods: A web-based cross-sectional study was conducted on 384 young adults. A modified depression scale was used to assess depression, and the revised physical activity questionnaire was used to evaluate the physical activity of Pakistani young adults in the past month. Results: About 57.8% of the samples were sometimes sad; 44.5% sometimes felt grouchy in the mood; 43.8% never felt hopeless about the future. Also, 32.6% sometimes slept less or more than usual, 35.9% sometimes had difficulty concentrating on their work, 48.7% slept 6-8 hours per day. Besides, 49% engaged 1-3 hours in work or study per day; 43.2% watched TV, sat quietly, or listened to music for 1-3 hours. About 57.8% engaged less than 1 hour per week in light physical activities. Also, 77.9% engaged for less than 1 hour per week in moderately strenuous activities. Conclusion: Depression could be highly associated with the COVID-19 outbreak, and it might affect the physical activities of young adults.

  • Research Article
  • Cite Count Icon 30
  • 10.4278/ajhp.130403-quan-148
Contribution of Neighborhood Income and Access to Quality Physical Activity Resources to Physical Activity in Ethnic Minority Women over Time
  • Mar 1, 2015
  • American Journal of Health Promotion
  • Rebecca E Lee + 3 more

To create and test an index to indicate both availability and quality of physical activity (PA) resources (PARs), to examine associations between access to quality PARs and changes in PA, and to determine whether this association differed in lower- and higher-income neighborhoods. Longitudinal, 6-month intervention. Houston and Austin, Texas. African-American and Hispanic or Latina women. Women (N = 410) completed a questionnaire and accelerometry to measure PA. Neighborhoods (N = 163) were classified as lower- or higher-income by median household income at the census-tract level. PARs were audited using the PARA (physical activity resource assessment). Access to quality PARs was determined by a composite index (QPAR) of features, amenities, and incivilities. Repeated measures analyses of variance were used to examine changes in PA by (1) neighborhood income (lower/higher) and QPAR (lower/higher) groups, and (2) neighborhood income (lower/higher) and number of PARs (lower/higher) groups, adjusting for ethnicity, household income, and body mass index. Women in neighborhoods with lower QPAR scores had small increases in self-reported vigorous PA (M Δ = 327.8 metabolic equivalent of task [MET]-min/wk) and decreases in accelerometer PA (M = -3.4 min/d), compared to those with higher QPAR scores who had larger increases in self-reported vigorous PA (M Δ = 709.8 MET-min/wk) and increased accelerometer PA (M = 3.9 min/d). There was a significant interaction between changes in leisure-time PA, QPAR score, and number of PARs (p = .049). Women with both more PARs and higher QPAR scores reported greater increases in leisure-time PA than women with fewer PARs and lower QPAR scores. Access to higher-quality PARs can help increase or maintain PA over time regardless of neighborhood income. PAR quality is a separate and distinct, important determinant of PA in ethnic minority women.

  • Research Article
  • Cite Count Icon 230
  • 10.1023/b:qure.0000021313.51397.33
Leisure time physical activity and health-related quality of life: cross-sectional and longitudinal associations.
  • Apr 1, 2004
  • Quality of Life Research
  • G.C.W Wendel-Vos + 3 more

Studies that relate change in physical activity to change in health-related quality of life in the general population are needed to confirm associations suggested by cross-sectional studies. In the present study, cross-sectional as well as longitudinal associations between leisure time physical activity and health-related quality of life were studied in an apparently healthy population. The present study showed cross-sectional associations between at least moderately intense leisure time physical activity and general health perceptions, vitality, physical functioning and role limitations due to physical health problems. No associations were present for total leisure time physical activity. Change in leisure time physical activity was associated with change in social functioning in men as well as in women, irrespective of the intensity of physical activity. Only in men, change in total leisure time physical activity was associated with change in vitality and general mental health. In our study, cross-sectional associations were not confirmed by longitudinal analyses. Cross-sectional associations were mainly found for physical components of health-related quality of life, whereas longitudinal associations were predominantly observed for mental components of health-related quality of life. Confirmation of our results by those of other studies is needed in order to quantify health promotion messages.

  • Research Article
  • 10.36660/abc.20230734i
Atividade Física no Tempo Livre e Incidência de Hipertensão Arterial em Participantes do ELSA-Brasil
  • Jan 1, 2024
  • Arquivos Brasileiros de Cardiologia
  • Tarcísio C Souza + 7 more

Background: Evidence indicates that physical activity (PA) has a protective effect against chronic diseases, including high arterial hypertension (AH). Objective: This study investigated, longitudinally, the association between changes in leisure time physical activity (LTPA) and the incidence of hypertension in ELSA-Brasil participants. Methods: Data from 8,968 participants were analyzed at two different times (2008-2010 and 2012-2014). The International Physical Activity Questionnaire (IPAQ), long version, was used to assess LTPA. The association between LTPA and AH was tested using Poisson regression with relative risk (RR) estimation, with a significance level of 5% and a 95% confidence interval. Results: When the LTPA level variable was categorized as sufficient and insufficient, no statistically significant associations were found between LTPA and AH incidence as a function of changes in PA during follow-up. However, when the LTPA variable was categorized as inactive, little active, active, and very active, a statistically significant association was observed between LTPA and AH in participants classified as very physically active. The risk of AH was reduced by 35% among men RR 0.65 (95% CI 0.50-0.86) and by 66% among women RR 0.34 (95% CI 0.20-0.58) who maintained high levels of LTPA at both moments of follow-up. Conclusion: These results suggest that maintaining high levels of PA over time is associated with a lower risk of developing AH, highlighting the importance of PA in preventing this condition, for both men and women.

  • Research Article
  • Cite Count Icon 4
  • 10.36660/abc.20230734
Leisure Time Physical Activity and Incidence of Arterial Hypertension in ELSA-Brasil Participants.
  • Jan 1, 2024
  • Arquivos brasileiros de cardiologia
  • Tarcísio C Souza + 7 more

Evidence indicates that physical activity (PA) has a protective effect against chronic diseases, including high arterial hypertension (AH). This study investigated, longitudinally, the association between changes in leisure time physical activity (LTPA) and the incidence of hypertension in ELSA-Brasil participants. Data from 8,968 participants were analyzed at two different times (2008-2010 and 2012-2014). The International Physical Activity Questionnaire (IPAQ), long version, was used to assess LTPA. The association between LTPA and AH was tested using Poisson regression with relative risk (RR) estimation, with a significance level of 5% and a 95% confidence interval. When the LTPA level variable was categorized as sufficient and insufficient, no statistically significant associations were found between LTPA and AH incidence as a function of changes in PA during follow-up. However, when the LTPA variable was categorized as inactive, little active, active, and very active, a statistically significant association was observed between LTPA and AH in participants classified as very physically active. The risk of AH was reduced by 35% among men RR 0.65 (95% CI 0.50-0.86) and by 66% among women RR 0.34 (95% CI 0.20-0.58) who maintained high levels of LTPA at both moments of follow-up. These results suggest that maintaining high levels of PA over time is associated with a lower risk of developing AH, highlighting the importance of PA in preventing this condition, for both men and women.

  • Research Article
  • Cite Count Icon 65
  • 10.1080/02701367.2002.10609037
Tracking and Explanation of Physical Activity in Young Adults over a 7-Year Period
  • Dec 1, 2002
  • Research Quarterly for Exercise and Sport
  • Iise De Bourdeaudhuij + 2 more

Tracking and explaining physical activity in young adults was investigated in a 7-year longitudinal design. From a representative sample of 980 respondents at baseline (M age = 21 years), 172 respondents, comprising 18% of the original sample, completed psychosocial questionnaires and were interviewed at home to assess their level of physical activity at follow-up. Psychosocial variables were grouped into four groups: social variables, self-efficacy, perceived benefits, and perceived barriers. Drop-out analyses showed no major differences between the baseline and follow-up samples. The aims of the present study were: (a) to investigate tracking in physical activity and psychosocial determinants over a 7-year period, and (b) to examine baseline determinants and change in determinants in predicting physical activity change in men and women. No significant tracking of physical activity level was found for men. For women, moderate tracking scores were found for total energy expenditure and moderate-intensity energy expenditure (r = .34 and. 41, respectively). There was higher tracking in psychosocial determinants than in physical activity. Relatively high tracking scores for perceived benefits and barriers suggest that cognitions related to physical activity are more stable than the behavior itself. Although baseline psychosocial variables were poor predictors of physical activity change, determinants' change scores accounted for 16–19% of the variance in physical activity in men and 7–24 % in women. Significant predictors were different for men and women. Present results can inform the design of physical activity interventions for these populations.

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