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Journal ArticleDOI

Public transit, obesity, and medical costs: assessing the magnitudes.

Ryan D. Edwards1
01 Jan 2008-Preventive Medicine (Elsevier)-Vol. 46, Iss: 1, pp 14-21
TL;DR: While no silver bullet, walking associated with public transit can have a substantial impact on obesity, costs, and well-being.
About: This article is published in Preventive Medicine.The article was published on 2008-01-01 and is currently open access. It has received 127 citations till now. The article focuses on the topics: Population & Present value of costs.

Summary (2 min read)

Introduction

  • A topic of much recent interest is the degree to which public transportation may increase exercise through walking.
  • Because residents typically select their communities, much remains unclear about the causal influence of environment on activity (Handy and Mokhtarian, 2005; Ogilvie et al., 2006).
  • The amount of additional physical activity associated with public transportation appears potentially significant.

Methods

  • Estimating additional walking associated with public transit Part of the 2001 NHTS included a daily travel diary in which household respondents were asked to self-report all trips, their purposes, starting and ending times, and the means of transportation during an assigned travel day.
  • I can only compare my estimates to those of Wener and Evans (2007), who collect objective measures of extra walking using pedometers.
  • I interpret β as the additional walking associated with transit use.
  • Of the 105,942 individuals in the adult subsample, 39,782 filled out the entire survey and have a sample weight, and 28,771 records contain all covariates.

Forecasting obesity prevalence

  • These statistics are reported by Flegal et al. (2002) and Ogden et al. (2006), who examine data from the 1960–1962 National Health Examination Survey (NHES) and subsequent NHANES waves.
  • “College degree” includes the bachelor but not the associate.
  • It is convenient to combine the estimates of Sturm, who examines additional costs under age 65, with those of Lakdawalla et al., who explore costs over 70.
  • In each year of the projection, I apply the forecast obesity prevalence rate to the additional per capita spending associated with obesity.
  • In addition to increased medical costs, obesity also threatens the quality of health and well-being, most notably later in life, and I measure these costs as well.

Results

  • Additional walking through transit Table 1 describes the characteristics of the weighted NHTS sample of adults, where the observations are person-days.
  • An almost equally large share, 1.9%, reported walking as their sole means of transit on their travel day, but these were primarily recreational walkers rather than commuters.
  • Column 1 reports ordinary least squares estimates, while columns 2–6 re marginal effects of each Tobit are the partial derivatives of the expected value o significance, with ⁎⁎⁎ at the 1% level, ⁎⁎ at 5%, and ⁎ at the 10% level.
  • No el of daily walking time as shown in Eq. (1) in the text, with standard errors in port Tobit estimates under various alternative specifications, where the reported f the observed walking time variable.

Reductions in obesity

  • The distribution of excess energy stored reported by Hill et al. (2003) reveals that these levels of additional expenditure could eliminate weight gain in approximately 43%, 50%, or 60% of the population.
  • The assumed QALY weight of a life-year spent disabled is 0.8.

Obesity prevalence scenarios

  • An OLS regression line through the historical obesity prevalence data in Fig. 1 has a slope equal to roughly 0.5% per year, significant at the 1% level.
  • These three scenarios are depicted in the right-hand side of Fig. 1 beneath the baseline projection.
  • Present value per person depending on the intensity, and about 80% of the savings is public money.

Discussion

  • The objective of this paper was to explore the potential benefits of shifting an average U.S. citizen from driving to using public transit.
  • Results hinge on an unknown that is difficult to estimate with great confidence: the additional physical activity associated with public transit.
  • It seems unlikely that anyone rationally chooses to be obese (Cutler et al., 2003), so anti-obesity policies in general are unlikely to trigger rational behavior that directly counteracts the intent, as might be an issue with anti-smoking policies if addiction is rational.
  • It could be that public transit indeed causes more physical activity, but individuals offset the potential health effects by eating more.
  • I have chosen a simple linear extrapolation of the historical trend, which has been a 0.5% linear rate of increase since the inception of the NHES/NHANES survey in 1960.

Conclusion

  • Use of public transit is associated with more walking, by about 8.3 extra minutes per day.
  • This is not enough walking to halt the spread of obesity, but it could substantially reduce it.
  • The present value of medical expenditure savings per person could be $5500, while the value of reduced disability could be even greater.

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Citations
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Journal ArticleDOI
01 Jan 2017
TL;DR: In this paper, the authors examined the effects of transportation mode choices on the incidence of obesity and found that public transportation has a positive influence on reducing obesity rates and that levels of obesity increases as automobile usage increases.
Abstract: Recent data indicates that people are gaining weight around the world at a record pace and Americans are not immune to this chronic issue. In fact, data from the Centers for Disease Control and Prevention indicate that the average adult obesity rate in the United States was 12% in 1990 and grew to 35% in 2014. Given the severity of this problem, governments are obviously concerned with the growing obesity rate and have many reasons to encourage better nutrition and exercise. In this paper, we examine the effects of transportation mode choices on the incidence of obesity. This analysis extends the previous literature by including a series of transportation variables in a regression model examining state obesity rates using pooled data for the periods 2000, and 2004 to 2009. The results show that levels of obesity increases as automobile usage increases. Thus, public transportation has a positive influence on reducing obesity rates.

3 citations

Book ChapterDOI
16 Jun 2017
TL;DR: In this article, the authors introduce how the built environment and walking are connected, and how those are changing given planning and policy efforts to facilitate increased walking for both leisure activity and commuting.
Abstract: This chapter introduces how the built environment and walking are connected. It looks at the interrelationships within the built environment, and how those are changing given planning and policy efforts to facilitate increased walking for both leisure activity and commuting. Using a broad review and case-based approach, the chapter examines this epistemological development of walking and the built environment over time, reviews the connections, policies and design strategies and emerging issues. The chapter shows many cases of cities which are creating a more walkable environment. It also reveals that emerging issues related to technology and autonomous vehicles, vision zero and car-free cities, and increased regional policy may play a continued role in shaping the built environment for walking. This dialogue provides both a core underpinning and a future vision for how the built environment can continue to influence and respond to pedestrians in shaping a more walkable world.

3 citations

Book ChapterDOI
01 Jan 2020
TL;DR: Through history there have been influential thinkers asking hard questions about resource availability, human health and the optimal manner of living in harmony with others.
Abstract: We need to ascertain what is missing from the debate on urbanism. What fine point has not been made already, despite all the best efforts of the following authors? Through history there have been influential thinkers asking hard questions about resource availability, human health and the optimal manner of living in harmony with others.

3 citations

Journal ArticleDOI
TL;DR: In this article, the authors examined whether Black and South Asian participants were more likely to hold a bus pass and have higher associated levels of active travel than White participants. And they found that bus pass possession was associated with increased odds of bus-related active travel in all ethnic groups.
Abstract: Background A pass permitting free bus travel for older people (aged ≥60 years) in England was introduced in 2006. There has been no examination of whether this scheme has differential effects across ethnic groups. We examined whether Black and South Asian participants were more likely to hold a bus pass and have higher associated levels of active travel than White participants. Methods Data come from the National Travel Survey, a nationally representative sample of the travel patterns of households in England. Using cross-sectional data from 33,344 participants eligible for a bus pass 2006–2014, we investigated ethnic differences in bus pass uptake and associations with bus use, active travel and walking ≥3 times per week. Results Black participants were more likely to hold a bus pass (84%) than South Asian or White participants (74% and 75% respectively). Black participants accumulated 56% of their active travel as part of bus journeys, compared with 29% in White and 44% in South Asian participants. Bus pass possession was associated with increased odds of bus-related active travel in all ethnic groups. Conclusions These findings suggest that the free bus pass scheme in England is associated with higher levels of active travel and that these may be greater among minority ethnic groups. Removing financial barriers to active travel could produce important health benefits particularly among ethnic minority groups, who have low levels of leisure-based physical activity.

2 citations

01 Nov 2010
TL;DR: In this article, the authors focus on the relationship between fare exemptions for younger and older patrons of London's public bus network and public health in the capital, and the primary interest for the researchers is in neither the health outcomes of bus drivers nor of long-departed bus conductors.
Abstract: Just over sixty years ago a LSHTM scientist, Jerry Morris, is said to have „invented exercise‟ (Kuper 2009). The evidence he used “to show that exercise can extend your life” (Kuper 2009) came not from gymnasia or playing fields, as one might expect, but from observations made while riding London‟s buses. Out of this surprising setting Morris showed that „unavoidably active‟ bus conductors had substantially fewer heart-attacks than their „protypically sedentary‟ bus driver counterparts (Kuper 2009). This despite these research subjects sharing similar social class backgrounds. On the fieldwork carried out by him and his team, Morris recalls that they “spent many hours sitting on the buses watching the number of stairs they [the conductors] climbed” (Kuper 2009), and so it seems fitting that six decades on a team of LSHTM researchers will, in the name of public health, be acquainting themselves with the activities taking place on London‟s buses once more. This time around the primary interest for the researchers is in neither the health outcomes of bus drivers nor of long-departed bus conductors. Rather, as the scope for transport policy to mediate health-promoting activities is realised, and while at the same time substantial public spending cuts loom large, this study will focus on the relationship between fare exemptions for younger and older patrons of London‟s public bus network and public health in the capital. As with Morris‟s 1949 research, the current „On the buses‟ researchers will draw, in part, on data derived from „natural‟ settings to make their claims. In the present study, the researchers are interested in the health-promoting or health-damaging consequences that can be attributed to policy interventions that were directed towards reducing the financial costs of travel for young people in London. The specific interventions concerned are the removal of bus fares for 12-16 year-olds in September 2005 and the removal of bus fares for 17 year-olds in full-time education September 2006. These fare exemptions for young people were introduced during the tenure of the previous Mayor of London, Ken Livingstone (Mayor 2000-2008), who was known for introducing public transport subsidy schemes during his time as leader of the Greater London Council (GLC) in the 1980s.2 When the first (2005) intervention concerned was launched, secondary school-aged children had paid a reduced, 40p flat fare for journeys on the London bus network.3 As well as grant the cardholder unlimited free travel on all buses and trams displaying the London Buses symbol (both within and just outside London (see TfL 2010)), Zip Cards also act as conventional „Oyster‟ cards and can be loaded up with pre-pay or travelcards for the cardholders to use other parts of the TfL network (Tube, DLR, London Overground and most National Rail services operating in the capital) at a variety of discounted rates (see TfL 2010: 6-11). When the fare exemptions with which we are concerned were unveiled, the stated rationale for universally eliminating bus fares for young people in London was to help them to continue studying, improve employment prospects and promote the use of public transport” (TfL 2006: 7). That is, it was aimed first and foremost at mitigating the potential social exclusion effects for young people of fare-based urban transport systems (see Social Exclusion Unit 2003). As it has been stated more recently on the TfL website: Granting young people free travel is part of the Mayor's strategy to embed more environmentally sound travel habits from an early age while helping young people to unlock education, sport, leisure and employment opportunities (TfL 2007). By removing any need to pay, at the point of use, for travel on buses, the argument went that young people would be better (and more equally) able to access goods and services (schools, libraries, leisure facilities etc.) and so reduce the chances of their suffering from transport poverty. At the same time, it was hoped that by encouraging bus use from an early age more environmentally sustainable travel practices would become ingrained. The effectiveness of the Zip Card scheme in relation to these posited outcomes is still up for debate, though there is some broader evidence for the value of such interventions (e.g.Ogilvie, Mitchell et al. 2006). For us, however, our interest lies not in the success or not of the Zip Card in relation to its initial objectives, but rather in the public health impacts of these fare exemptions. That is, this study addresses the consequences for the broader public health of a social policy that was not introduced with health in mind in any explicit way but which may significantly shape the health outcomes of Londoners all the same.

2 citations


Cites result from "Public transit, obesity, and medica..."

  • ...If this is the case, results akin to findings from the US (Besser and Dannenberg 2005; Edwards 2008; Zheng 2008) may be generated, whereby increasing access to public transport can increase levels of active transport to the extent that a public health impact on obesity is fostered....

    [...]

References
More filters
Journal ArticleDOI
05 Apr 2006-JAMA
TL;DR: These estimates suggest that the increases in body weight are continuing in men and in children and adolescents while they may be leveling off in women; among women, no overall increases in the prevalence of obesity were observed.
Abstract: ContextThe prevalence of overweight in children and adolescents and obesity in adults in the United States has increased over several decades.ObjectiveTo provide current estimates of the prevalence and trends of overweight in children and adolescents and obesity in adults.Design, Setting, and ParticipantsAnalysis of height and weight measurements from 3958 children and adolescents aged 2 to 19 years and 4431 adults aged 20 years or older obtained in 2003-2004 as part of the National Health and Nutrition Examination Survey (NHANES), a nationally representative sample of the US population. Data from the NHANES obtained in 1999-2000 and in 2001-2002 were compared with data from 2003-2004.Main Outcome MeasuresEstimates of the prevalence of overweight in children and adolescents and obesity in adults. Overweight among children and adolescents was defined as at or above the 95th percentile of the sex-specific body mass index (BMI) for age growth charts. Obesity among adults was defined as a BMI of 30 or higher; extreme obesity was defined as a BMI of 40 or higher.ResultsIn 2003-2004, 17.1% of US children and adolescents were overweight and 32.2% of adults were obese. Tests for trend were significant for male and female children and adolescents, indicating an increase in the prevalence of overweight in female children and adolescents from 13.8% in 1999-2000 to 16.0% in 2003-2004 and an increase in the prevalence of overweight in male children and adolescents from 14.0% to 18.2%. Among men, the prevalence of obesity increased significantly between 1999-2000 (27.5%) and 2003-2004 (31.1%). Among women, no significant increase in obesity was observed between 1999-2000 (33.4%) and 2003-2004 (33.2%). The prevalence of extreme obesity (body mass index ≥40) in 2003-2004 was 2.8% in men and 6.9% in women. In 2003-2004, significant differences in obesity prevalence remained by race/ethnicity and by age. Approximately 30% of non-Hispanic white adults were obese as were 45.0% of non-Hispanic black adults and 36.8% of Mexican Americans. Among adults aged 20 to 39 years, 28.5% were obese while 36.8% of adults aged 40 to 59 years and 31.0% of those aged 60 years or older were obese in 2003-2004.ConclusionsThe prevalence of overweight among children and adolescents and obesity among men increased significantly during the 6-year period from 1999 to 2004; among women, no overall increases in the prevalence of obesity were observed. These estimates were based on a 6-year period and suggest that the increases in body weight are continuing in men and in children and adolescents while they may be leveling off in women.

9,278 citations


"Public transit, obesity, and medica..." refers background in this paper

  • ...These statistics are reported by Flegal et al. (2002) and Ogden et al. (2006), who examine data from the 1960–1962 National Health Examination Survey (NHES) and subsequent NHANES waves....

    [...]

Journal ArticleDOI
09 Oct 2002-JAMA
TL;DR: The increases in the prevalences of obesity and overweight previously observed continued in 1999-2000, and increases occurred for both men and women in all age groups and for non-Hispanic whites, non- Hispanic blacks, and Mexican Americans.
Abstract: ContextThe prevalence of obesity and overweight increased in the United States between 1978 and 1991. More recent reports have suggested continued increases but are based on self-reported data.ObjectiveTo examine trends and prevalences of overweight (body mass index [BMI] ≥25) and obesity (BMI ≥30), using measured height and weight data.Design, Setting, and ParticipantsSurvey of 4115 adult men and women conducted in 1999 and 2000 as part of the National Health and Nutrition Examination Survey (NHANES), a nationally representative sample of the US population.Main Outcome MeasureAge-adjusted prevalence of overweight, obesity, and extreme obesity compared with prior surveys, and sex-, age-, and race/ethnicity–specific estimates.ResultsThe age-adjusted prevalence of obesity was 30.5% in 1999-2000 compared with 22.9% in NHANES III (1988-1994; P<.001). The prevalence of overweight also increased during this period from 55.9% to 64.5% (P<.001). Extreme obesity (BMI ≥40) also increased significantly in the population, from 2.9% to 4.7% (P = .002). Although not all changes were statistically significant, increases occurred for both men and women in all age groups and for non-Hispanic whites, non-Hispanic blacks, and Mexican Americans. Racial/ethnic groups did not differ significantly in the prevalence of obesity or overweight for men. Among women, obesity and overweight prevalences were highest among non-Hispanic black women. More than half of non-Hispanic black women aged 40 years or older were obese and more than 80% were overweight.ConclusionsThe increases in the prevalences of obesity and overweight previously observed continued in 1999-2000. The potential health benefits from reduction in overweight and obesity are of considerable public health importance.

6,523 citations


"Public transit, obesity, and medica..." refers background in this paper

  • ...Obesity rates are calculated by Flegal et al. (2002) and Ogden et al. (2006), appear as circles in the figure, and are plotted at the midpoint of the NHANES examination period....

    [...]

  • ...These statistics are reported by Flegal et al. (2002) and Ogden et al. (2006), who examine data from the 1960–1962 National Health Examination Survey (NHES) and subsequent NHANES waves....

    [...]

  • ...These statistics are reported by Flegal et al. (2002) and Ogden et al. (2006), who examine data from the 1960–1962 National Health Examination Survey (NHES) and subsequent NHANES waves....

    [...]

Journal ArticleDOI
27 Oct 1999-JAMA
TL;DR: A graded increase in the prevalence ratio (PR) was observed with increasing severity of overweight and obesity for all of the health outcomes except for coronary heart disease in men and high blood cholesterol level in both men and women.
Abstract: ContextOverweight and obesity are increasing dramatically in the United States and most likely contribute substantially to the burden of chronic health conditions.ObjectiveTo describe the relationship between weight status and prevalence of health conditions by severity of overweight and obesity in the US population.Design and SettingNationally representative cross-sectional survey using data from the Third National Health and Nutrition Examination Survey (NHANES III), which was conducted in 2 phases from 1988 to 1994.ParticipantsA total of 16,884 adults, 25 years and older, classified as overweight and obese (body mass index [BMI] ≥25 kg/m2) based on National Institutes of Health recommended guidelines.Main Outcome MeasuresPrevalence of type 2 diabetes mellitus, gallbladder disease, coronary heart disease, high blood cholesterol level, high blood pressure, or osteoarthritis.ResultsSixty-three percent of men and 55% of women had a body mass index of 25 kg/m2 or greater. A graded increase in the prevalence ratio (PR) was observed with increasing severity of overweight and obesity for all of the health outcomes except for coronary heart disease in men and high blood cholesterol level in both men and women. With normal-weight individuals as the reference, for individuals with BMIs of at least 40 kg/m2 and who were younger than 55 years, PRs were highest for type 2 diabetes for men (PR, 18.1; 95% confidence interval [CI], 6.7-46.8) and women (PR, 12.9; 95% CI, 5.7-28.1) and gallbladder disease for men (PR, 21.1; 95% CI, 4.1-84.2) and women (PR, 5.2; 95% CI, 2.9-8.9). Prevalence ratios generally were greater in younger than in older adults. The prevalence of having 2 or more health conditions increased with weight status category across all racial and ethnic subgroups.ConclusionsBased on these results, more than half of all US adults are considered overweight or obese. The prevalence of obesity-related comorbidities emphasizes the need for concerted efforts to prevent and treat obesity rather than just its associated comorbidities.

4,987 citations


"Public transit, obesity, and medica..." refers background in this paper

  • ...Part of the 2001 NHTS included a daily travel diary in which household respondents were asked to self-report all trips, their purposes, starting and ending times, and the means of transportation during an assigned travel day....

    [...]

  • ...Chronic illnesses such as diabetes and musculoskeletal disorder associated with obesity (Must et al., 1999) cost additional dollars of medical expenditure....

    [...]

Journal ArticleDOI
09 Oct 2002-JAMA
TL;DR: The prevalence of overweight among children in the United States is continuing to increase, especially among Mexican-American and non-Hispanic black adolescents.
Abstract: ContextThe prevalence of overweight among children in the United States increased between 1976-1980 and 1988-1994, but estimates for the current decade are unknown.ObjectiveTo determine the prevalence of overweight in US children using the most recent national data with measured weights and heights and to examine trends in overweight prevalence.Design, Setting, and ParticipantsSurvey of 4722 children from birth through 19 years of age with weight and height measurements obtained in 1999-2000 as part of the National Health and Nutrition Examination Survey (NHANES), a cross-sectional, stratified, multistage probability sample of the US population.Main Outcome MeasurePrevalence of overweight among US children by sex, age group, and race/ethnicity. Overweight among those aged 2 through 19 years was defined as at or above the 95th percentile of the sex-specific body mass index (BMI) for age growth charts.ResultsThe prevalence of overweight was 15.5% among 12- through 19-year-olds, 15.3% among 6- through 11-year-olds, and 10.4% among 2- through 5-year-olds, compared with 10.5%, 11.3%, and 7.2%, respectively, in 1988-1994 (NHANES III). The prevalence of overweight among non-Hispanic black and Mexican-American adolescents increased more than 10 percentage points between 1988-1994 and 1999-2000.ConclusionThe prevalence of overweight among children in the United States is continuing to increase, especially among Mexican-American and non-Hispanic black adolescents.

4,246 citations

Frequently Asked Questions (1)
Q1. What contributions have the authors mentioned in the paper "Public transit, obesity, and medical costs: assessing the magnitudes" ?

This paper assesses the potential benefits of increased walking and reduced obesity associated with taking public transit in terms of dollars of medical costs saved and disability avoided. Further research is warranted on the net impact of transit usage on all behaviors, including caloric intake and other types of exercise, and on whether policies can promote transit usage at acceptable cost.