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1 OBESITY Active travel to work in New South Wales , individual characteristics and association with body mass index Chris Rissel, Mark Greenaway, 2 Adrian Bauman, Li Ming Wen,3 Walking and cycling for transport are increasingly being recognised as important strategies to increase levels of physical activity in the community.,2 Substituting some part of a sedentary travel trip (mainly driving) with walking and cycling can contribute to individuals reaching recommended levels of physical activity (i.e. 50 minutes of moderate-intensity physical activity per week). 3,4 Even half the recommended amount of physical activity, i.e. 5 min per day, 6 days a week, can provide significant health benefits. 5 The New South Wales (NSW) Government has plans to encourage increased walking and cycling, 6,7 and active travel should be of interest to both the health and transport sectors. Achieving adequate physical activity is known to have many health benefits. 8 Actively commuting to work by walking or cycling has clear health benefits, independent of leisure time physical activity. 9- Those countries with a high proportion of trips taken by bicycle or walking tend to have lower rates of obesity. 2 In the US, cities and counties with higher levels of walking and cycling tend to have lower rates of diabetes. 3 Walking is the most common form of sport or recreation for physical activity in Australia, and cycling is the fourth most popular (after running and swimming). 4 Analysis of the Exercise, Recreation and Sport Survey data indicates that the proportion of people walking and cycling has significantly increased over the past 0 5 years, 5,6 although it represents small absolute gains at the population level. Abstract Objective: This study describes the prevalence of walking and cycling to work in New South Wales (NSW) from It examines the demographic characteristics of those people walking and cycling to work and the association of walking and cycling with body mass index (BMI). Methods: Data from the NSW Continuous Health Survey, a telephone survey of health indicators among a representative sample of residents aged 6 years or over, were used. Results: There were no changes in the proportions of employed respondents walking or cycling to work in NSW from 2005 to 200, with estimates ranging from % usually walking, and.4.8% usually cycling. People who walked (adjusted odds ratio [AOR]=.07, 95%CI.00.4) or cycled (AOR=.22, 95%CI.4.32) to work had higher levels of education, after adjusting for age, sex, income and residence. Conclusions: There has been no overall increase in active commuting in NSW ( ). Better efforts to communicate the benefits of active travel and less sedentary travel are warranted, in particular among those with lower levels of education. Implications: More interventions are needed to encourage walking and cycling to work, in order to gain significant benefits in terms of maintaining a healthy weight. Key words: active travel, body mass index, walking, cycling However, walking and cycling for recreation or sport has not translated to increases in active travel to work. Census data for the journey to work indicate that the proportion of adults in capital cities using a bicycle to get to work has remained flat over the past 25 years. 7,8 Despite some variation by local government areas and pockets of high levels of walking and cycling, including proximity to the central business district in Sydney, 9 walking and cycling to work has not yet substantially increased its mode share in NSW, or most of Australia, according to Census data. 7 While Census data is an important long-term surveillance system for transport planners, it is limited by infrequent data collection, since it is collected on just one day of the year, with weather potentially having an impact on walking and cycling trips. More frequent data collections are needed to monitor active commuting. Further, little is known about the characteristics of those people who do actively commute. There is some evidence that the journey to work is associated with body mass index (BMI). An earlier study reported that people who drove to work were 3% more likely to be overweight compared with those travelling by other modes. 20 Further, men who rode a bicycle to work or used public. School of Public Health, University of Sydney, New South Wales 2. NSW Ministry of Health 3. Health Promotion Service, Sydney Local Health District, New South Wales Correspondence to: Professor Chris Rissel, University of Sydney School of Public Health, Parramatta Rd, Camperdown, New South Wales 2050; chris.rissel@sydney.edu.au Submitted: November 202; Revision requested: January 203; Accepted: April 203 Published online: September 203 Aust NZ J Public Health. 204; 38:25-9; doi: 0./ vol. 38 no. Australian and New Zealand Journal of Public Health The Authors. ANZJPH 204 Public Health Association of Australia

2 Rissel et al. Article transport were significantly less likely to be overweight or obese than those who drove. 2 The study was not able to provide reliable data for women because of the small numbers involved in the analysis, and also did not consider any nutritional variables. In this study, we extended our previous work by reporting on the prevalence of walking or cycling to work in NSW from 2005 to 200, describing the demographic characteristics of those people walking and cycling to work, and examining the association of walking and cycling with BMI. Methods We used data from the NSW Continuous Health Survey, which is a telephone survey of health indicators among a representative sample 22 of residents aged 6 years or over in NSW, Australia. 23 The main issues covered in the survey include health behaviours (e.g. physical activity and nutrition) and health status (e.g. self-rated health status, overweight or obesity), as well as sociodemographic characteristics. In 2005, 3,70 respondents completed the survey (57.7% response rate); 7,962 in 2006; 3,78 in 2007; 0,296 in 2008; 0,79 in 2009 and 0,245 in 200. Response rates were 59.3%, 63.6%, 63.4%, 58.7%, and 57.2%, respectively. Of these respondents, 49.2%, 49.0%, 49.4%, 49.3%, 47.7%, and 46.9% (respectively) reported that they had a job and were included in this analysis. A job was defined very broadly and included full or part time, and paid or voluntary work. Study variables To examine trends in walking and cycling to work over time, we determined mode of transport to work by responses to the question: How do you usually get to work? which allowed for multiple responses. The responses included travel by train, bus, ferry, tram, bicycle or walking only, travel by car as the driver or passenger, or working from home. To identify active commuters, we created three groups: walkers, cyclists and others. There was minimal overlap with walking and cycling and, where this occurred, respondents were assigned as walkers. To examine the demographic characteristics of walkers and cyclists, study variables included age, sex, completion of tertiary education, household income, socioeconomic indexes for areas (SEIFA), and Accessibility/ness Index of Australia (ARIA). SEIFA provides summary measures derived from the Census to measure different aspects of socioeconomic conditions by geographic area. ARIA provides a nationally consistent measure of geographic remoteness of a residence. The study health outcome variable was weight status based on BMI. BMI was derived from self-reported height and weight, which was calculated by dividing the weight (in kilograms) by the height (in metres) squared. We also examined the proportion of the sample with adequate levels of physical activity (greater than 50 minutes of at least moderate-intensity physical activity a week), and nutrition variables including daily fruit and vegetable intake and times fast food Table : Proportions of employed adults walking or cycling to work in NSW, Year Walked to work (%, 95%CI*) Cycled to work (%, 95%CI*) ( ).67 (.3-2.2) ( ).37 ( ) ( ).42 ( ) ( ).6 ( ) ( ).80 ( ) ( ).48 ( ) * Confidence Interval is usually eaten per week, and times meat products are usually eaten per week. Full descriptions of variable definitions can be found on the NSW Health Survey website. 23 Table 2: Factors associated with walking to work, Source: NSW Health Survey Factor N % Walking OR (95%CI) AOR (95%CI) Age (years) ,677 7,246 8,07, ( ) 0.72 ( ) 0.90 ( ) 0.75 ( ) 0.75 ( ) 0.68 ( ) Sex Male Female 9,75, (.7-.8).0 ( ) Education Not tertiary-educated Tertiary-educated 3,760 7, ( ).07 (.00-.4) ness Inner Regional Very 0,226 5,887 4, ( ).75 ( ) 2.8 ( ) 4.4 ( ) 0.75 ( ).55 ( ) 2.42 ( ) 4.39 ( ) Household income less than $20,000 Less than $0,000 7,894 3,65 4,32 3,74, (.4-.4).32 ( ).79 ( ) 2.07 ( ) 3.57 ( ).09 (.07-.2).09 (.03-.6).00 (0.9-.0) 0.5 ( ).0 (.-0.92) SEIFA Moderately advantaged 3,495 4,062 4,950 4,776 3, ( ).2 (.-.3) 0.95 ( ) 0.92 ( ) 0.83 ( ) 0.98 ( ) 0.87 ( ).0 ( ) OR = odds ratio AOR = Adjusted odds ratio, adjusting for other variables in the table SEIFA =Socio-Economic Index for Advantage 26 Australian and New Zealand Journal of Public Health 204 vol. 38 no. 204 The Authors. ANZJPH 204 Public Health Association of Australia

3 Obesity Active travel to work and body mass index Statistical analysis Prevalence estimates of walking and cycling were weighted for the probability of selection based on the household size, and for age and sex based on the NSW component of the 20 Australian Census of Population and Housing. Weighted data were used for all statistical analyses. Generalised linear models were fitted to weighted survey data with a logit link and a quasibinomial error distribution, to deal with over-dispersion and non-integer successes and failures in the data. As there were no differences in prevalence across years, and to increase sample size, data from the 2005 to 200 NSW Health Surveys were pooled, and models were fitted to the resulting data-set. All statistical analyses were done using the R software package. 24 Results Trends over time Between 2005 and 200, an estimated average of.6% of NSW residents usually cycled to work and an estimated average of 5.7% usually walked to work. There was no difference in the level of commuter walking or cycling across the study years (Table ). Characteristics of walkers and cyclists Walking Adjusting for all other variables in the table (Table 2), respondents with a tertiary education were more likely to walk to work than those with less education (adjusted odds ratio [AOR]=.07, 95%CI.00-.4). Respondents living in outer regional areas (AOR=.55, 95%CI ), remote (AOR=2.42, 95%CI ) or very remote locations (AOR=4.39, 95%CI ) were also more likely to walk to work. As age increases, walking decreases. Cycling Adjusting for all other variables in the table (Table 3), women were less likely than men to cycle to work (AOR=0.34, 95%CI ). There was no clear pattern of association between household income or socioeconomic advantage and cycling to work. Respondents with a tertiary education were more likely to cycle to work (AOR=.22, 95%CI.4-.32), as were respondents in very remote areas of NSW (AOR=5.89, 95%CI ). Respondents in inner regional areas Table 3: Factors associated with cycling to work, Source: NSW Health Survey Factor N % Cycling OR (95%CI) AOR (95%CI) Age (years) ,677 7,246 8,07, (.3-.33) 0.5 ( ) 0.23 ( ).26 ( ) 0.52 ( ) 0.3 ( ) Sex Male Female 9,75, ( ) 0.34 ( ) Education Not tertiary-educated Tertiary-educated 3,760 7, ( ).22 (.4-.32) ness Inner Regional Very 0,226 5,887 4, ( ) 0.73 ( ) 0.78 ( ) 6.46 ( ) 0.77 ( ) 0.76 ( ) 0.88 ( ) 5.89 ( ) Household income Less than $20,000 Less than $0,000 7,894 3,65 4,32 3,74, ( ) 0.77 ( ) 0.93 ( ) 0.60 ( ) 0.56 ( ) 0.72 ( ).06 ( ) 0.47 ( ) 0.93 ( ) 0.74 ( ) SEIFA Moderately advantaged 3,495 4,062 4,950 4,776 3, ( ) 0.97 ( ) 0.86 ( ) 0.63 ( ).02 ( ) 0.82 ( ) 0.96 ( ).5 ( ) OR = odds ratio AOR = Adjusted odds ratio, adjusting for other variables in the table SEIFA =Socio-Economic Index for Advantage (AOR=0.77, 95%CI ) or outer regional areas (AOR=0.76, 95%CI ) and aged between 50 and 65 years (AOR=0.52, 95%CI ) were less likely to cycle to work (Table 3). Associations with body mass index For men and women, walking to work was independently and significantly associated with lower BMI, after adjusting for all other variables in the model, including: education, income, overall minutes of physical activity per week and a number of nutrition variables (Table 4). Cycling to work for men was significantly associated with lower BMI, but not for women. As expected, for both men and women, increases in BMI were associated with age, moderate socioeconomic advantage and low levels of education. For women, higher weekly meat consumption and lower daily vegetable intake was associated with increased BMI. Minutes of physical activity per week was inversely associated with BMI. Of those respondents walking to work, 3.4% were overweight (BMI 25 30) and a further 3.2% were obese (BMI>30), compared to 34.5% and 8.3% of non-walkers respectively. Of those respondents cycling to work, 38.7% were overweight and a further.0% were obese, compared to 34.3% and 8.5% of non-cyclists respectively. 204 vol. 38 no. Australian and New Zealand Journal of Public Health The Authors. ANZJPH 204 Public Health Association of Australia

4 Rissel et al. Article Table 4: Standardised regression adjusted co-efficients for factors associated with body mass index by sex. Source: NSW Health Survey Men Women Co-efficient 95%CI Co-efficient 95%CI Bicycle commuter Pedestrian commuter Age Less than $0,000 (Reference Level) less than $20, Tertiary-educated Inner Regional (Reference Level) Very Moderately advantaged (Reference Level) Serves of fruit eaten per day Times fast food usually eaten per week Serves of vegetables eaten per day Times meat products usually eaten per week Minutes of physical activity per week Adjusted co-efficient, adjusting for other variables in the table have identified that those people cycling to work have high levels of education, and it is most likely a deliberate choice. People walking or riding bikes to work had a higher level of education, after adjusting for where they lived and income, and this may indicate that they are more aware of the mental and physical health and environmental benefits of walking and cycling. This suggests that stronger public communication about the benefits of active travel, to encourage more active commuting and less sedentary travel, is warranted in particular among those less educated. Women tend to walk rather than cycle and this may be a reflection of aversion to risk among women. Garrard has observed that the proportion of women cycling can be a proxy measure of the quality and safety of a bicycle network. 32 Consistent with our earlier findings, 20,2 cycling was associated with lower BMI in men, but not in women even with a larger sample, and after taking into account overall physical activity and some nutritional variables. The proportion of women cycling remains lower than men, and may have contributed to low power in this analysis. Walking to work was associated with lower BMI for both men and women, but the relationship with BMI was not as strong as that of cycling, probably due to the lower physical intensity of walking compared with cycling. Discussion The prevalence of walking or cycling to work in NSW did not increase from 2005 to 200. People most likely to be active commuters had higher levels of education and lived in remote locations. Lower BMI was associated with cycling to work for men, and walking to work for both men and women, after adjusting for all other variables in the model. The lack of change in the prevalence of walking and cycling to work in NSW over the past six years is disappointing, but not surprising. Such changes require a much greater investment in environmental infrastructure to support these activities, and individual behavioural programs to encourage them. 25,26 Those few local government areas (e.g. City of Sydney) that have invested in infrastructure for cycling have reported significant increases. 27 ABS Census journey-to-work data indicate increases in cycling in the inner city, but decreases in outer Sydney, with little overall change. 28 An investment to promote cycling in the United Kingdom has led to increased population physical activity. 29 NSW has a Bike Plan, 7 but it is not well funded. NSW also has a draft Walking Strategy but this has not yet been implemented. 6 Profiles of people walking and cycling to work are not common in the public health literature, although they are more common in the transport sector in terms of understanding consumer behaviours. 30 They are potentially important for public health practitioners because they can help increase understanding about that section of the public who do actively commute, and therefore the profiles help develop programs to increase the size of this group. For example, in some circles, riding a bicycle has a low status image. It is an activity that is stopped when someone comes of age and can afford a car, or an activity resorted to if a person were unlucky enough to lose a driving licence. 3 In other circles, cycling can be associated with expensive sport bicycles. Instead, our data Strengths and weakness A strength of the present analysis is the use of high-quality and consistent data over time (six years). By pooling these data, we were able to build a much bigger sample size than the previous analyses, and therefore have more power to enable stratification of the data. Further, the inclusion of nutritional variables in the model enhances the analysis, although the nutritional component is not comprehensive. A further strength of the NSW Health Survey data is that data are collected year-round. This means the data are not susceptible to variable weather conditions on a single measurement day (such as on Census day), which is known to affect walking and cycling to work. However, the association between active commuting and BMI remains cross sectional and we cannot assign causality. Further, there may be errors due to the use of selfreported height and weight to compute BMI or the possibility of social desirability 28 Australian and New Zealand Journal of Public Health 204 vol. 38 no. 204 The Authors. ANZJPH 204 Public Health Association of Australia

5 Obesity Active travel to work and body mass index bias or measurement bias. Other factors not included in the analysis may have contributed significantly to BMI. Nonetheless, our study is consistent with many others, 2,33 and the relationship can be plausibly explained by the sedentary time spent in driving, or being driven on a bus or train. 34 A further limitation is that walking and cycling to work are only a subset of all walking or cycling, and does not represent a complete picture of these activities. Conclusion Despite apparent weight benefits of active commuting, and locally specific increases in the inner city, there has been no overall change in walking or cycling to work across NSW between 2005 and 200. Much more needs to be done to increase active travel to work. References. Shephard RJ. Is active commuting the answer to population health? Sports Med. 2008;38(9): Bauman A, Titze S, Rissel C, Oja P. Changing gears: bicycling as the panacea for physical inactivity? Br J Sports Med. 20;45(0): Oja P, Vuori I, Paronen O. Daily walking and cycling to work: their utility as health-enhancing physical activity. Patient Educ Couns. 998;33 Suppl : Rojas-Rueda D, de Nazelle A, Tainio M, Nieuwenhuijsen MJ. The health risks and benefits of cycling in urban environments compared with car use: health impact assessment study. BMJ. 20;d452. doi: 0.36/bmj. d Wen CP, Wai JPM, Tsai MK, Yang YC, Cheng TYD, Lee M-C, et al. Minimum amount of physical activity for reduced mortality and extended life expectancy: a prospective cohort study. Lancet. 20;378(9798): PricewaterhouseCoopers. A Walking Strategy for NSW Assessing the Economic Benefits of Walking. Sydney (AUST): New South Wales Premier s Council for Active Living; New South Wales Raods and Traffic Authority. New South Wales BikePlan. RTA Publication No.: Sydney (AUST): New South Wales Premier s Council of Active Living; Australian Institute of Health and Welfare. Australia s Health 200. Australia s Health Series No. 2. Sydney (AUST): AIHW; Besser LM, Dannenberg AL. Walking to public transit steps to help meet physical activity recommendations. Am J Prev Med. 2005;29(4): Oja P, Titze S, Bauman A, de Geus B, Krenn P, Reger-Nash B, et al. Health benefits of cycling: a systematic review. Scand J Med Sci Sports. 20;2: Beuhler R, Pucher A, Merom D, Bauman A. Active travel in Germany and the US. Contributions of daily walking and cycling to physical activity. Am J Prev Med. 20;4(3): Bassett DR Jr, Pucher J, Buehler R, Thompson DL, Crouter SE. Walking, cycling, and obesity rates in Europe, North America, and Australia. J Phys Act Health. 2008;5(6): Pucher J, Buehler R, Bassett DR, Dannenberg AL. Walking and cycling to health: a comparative analysis of city, state, and international data. Am J Public Health. 200;00(0): Australian Sports Commission. Exercise, Recreation and Sport Survey (ERASS) Past Reports [Internet]. Canberra (AUST): Commonwealth of Australia; 20 [cited 20 Jul 5]. Available from: information/casro/erass 5. Merom D, Bauman A, Ford I. The public health usefulness of the exercise recreation and sport survey (ERASS) surveillance system. J Sci Med Sport. 2004;7(): Merom D, van der Ploeg HP, Corpuz G, Bauman AE. Public health perspectives on household travel surveys active travel between 997 and Am J Prev Med. 200;39(2): Mees P, Sorupia E, Stone J. GAMUT Papers: Travel to Work in Australian Capital Cities, : An Analysis of Census Data [Internet]. Melbourne (AUST): University of Melbourne, Australasian Centre for the Governance and Management of Public Transport; 2007 [cited 20 Oct]. Available from: files/miabp/2gamut2007_dec_02.pdf 8. Parker A. ATRF 04: Unsustainable Trends in the Australian Census Data for the Journey to Work in Melbourne and Other Cities in Victoria. Proceedings of the 27th Australasian Transport Research Forum, Volume 27; 2004 Sep 29-Oct ; Adelaide, Aust. Adelaide: University of South Australia, Transport Systems Centre; New C, Rissel C. Cycling to Work in Sydney: Analysis of Journey-to-work Census Data from 200 and Liverpool (AUST): Sydney South West Area Health Service, Health Promotion Service; Wen LM, Orr N, Millett C, Rissel C. Driving to work and overweight and obesity: findings from the 2003 New South Wales Health Survey, Australia. Int J Obes (Lond). 2006;30(5): Wen LM, Rissel C. Inverse associations between cycling to work, public transport, and overweight and obesity: findings from a population based study in Australia. Prev Med. 2008;46(): Barr M, Baker D, Gorringe M, Fritsche L. NSW Population Health Survey: Description of Methods [Internet]. Sydney (AUST): New South Wales Department of Health, New South Wales Health Survey Program, Centre for Epidemiology and Research; 2008 [cited 203 Jan 24]. Available from: au/resources/publichealth/surveys/health_survey_ methods.pdf 23. NSW Ministry of Health. New South Wales Population Health Survey [Internet]. Sydney (AUST): New South Wales Department of Health; 202 [cited 202 Mar 5]. Available from: publichealth/surveys/phs.asp 24. R Development Core Team. R: A Language and Environment for Statistical Computing. Vienna (AUT): R Foundation for Statistical Computing; Dill J, Carr T. Bicycle commuting and facilities in major u.s. cities: if you build them, commuters will use them. Transp Res Rec. 2003;828: Dill J. Bicycling for transportation and health: the role of infrastructure. J Public Health Policy. 2009;30 Suppl :S City of Sydney. Bike Riding Booms Around Sydney s New Cycleways [Internet]. Sydney (AUST): State Government of Sydney; 20 [cited 20 Mar 29]. Available from: Zander A, Rissel C, Bauman A. Cycling to Work in Sydney: Analysis of Journey-to-work Census Data from 200 to 20. Camperdown (AUST): University of Sydney, Prevention Research Collaboration; Sloman L, Cavill N, Cope A, Muller L, Kennedy A. Analysis and Synthesis of Evidence on the Effects of Investment in Six Cycling Demonstration Towns. London (UK): Department for Transport and Cycling England; Transport Data Centre. Cycling in Sydney- Bicycle Ownership and Use. Sydney (AUST): New South Wales Road Traffic Authority; Daley M, Rissel C, Lloyd B. All dressed up and no-where to go? A qualitative research study of the barriers and enablers to cycling in inner Sydney. Road Transp Res. 2007;6(4): Garrard J, Rose G, Lo SK. Promoting transportation cycling for women: The role of bicycle infrastructure. Prev Med. 2008;46(): Hansson E, Mattisson K, Bjork J, Ostergren PO, Jakobsson K. Relationship between commuting and health outcomes in a cross-sectional population survey in southern Sweden. BMC Public Health. 20;: van der Ploeg HP, Chey T, Korda RJ, Banks E, Bauman A. Sitting time and all-cause mortality risk in Australian adults. Arch Intern Med. 202;72(6): vol. 38 no. Australian and New Zealand Journal of Public Health The Authors. ANZJPH 204 Public Health Association of Australia

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