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Investigating the link between carbon dioxide emissions and transport-related social exclusion in rural Northern Ireland

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Abstract

Carbon dioxide (CO2) is considered the most harmful of the greenhouse gases. Despite policy efforts, transport is the only sector experiencing an increase in the level of CO2 emissions and thereby possesses a major threat to sustainable development. In contrast, a reduced level of mobility has been associated with an increasing risk of being socially excluded. However, despite being the two key elements in transport policy, little effort has so far been made to investigate the links between CO2 emissions and social exclusion. This research contributes to this gap by analysing data from 157 weekly activity-travel diaries collected in rural Northern Ireland. CO2 emission levels were calculated using average speed models for different modes of transport. Regression analyses were then conducted to identify the socio-spatial patterns associated with these CO2 emissions, mode choice behaviour, and patterns of participation in activities. This research found that despite emitting a higher level of CO2, groups in rural areas possess the risk of being socially excluded due to their higher levels of mobility.

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Notes

  1. For instance, the 2012 National Travel Survey data show that 45 % households in London (or 20 % in small/medium towns) have no car, whereas this is only 9 % in rural areas. 52 % of the households in rural areas own two or more cars in comparison with 16 % in London (or 34 % in small/medium towns). In addition, although both urban and rural households made almost an equal number of trips (983 per person per year), 78 % of the trips were made by using the car in rural areas compared to 40 % in London (or 66 % in small/medium towns) and also the average journey length is much higher in rural areas (9.7 miles in rural areas versus 4.6 miles in London (or 7.2 miles in small/medium towns).

  2. Urban < 40 km/h, 40 km/h ≤ rural < 77 km/h, motorway > 77 km/h. These standards were also found to be consistent with the speed limit proposed in the different types of road networks in Northern Ireland.

  3. This occupancy figure was calculated for the survey period. In 2009–2010, 41.9 million passenger journeys were made using the Ulsterbus services. Total bus-kilometres figure stood at 58.1 million. The Northern Ireland Travel Survey data show that the average journey length using the Ulsterbus services is 13.4 km (8.3 miles). Therefore, the calculated passenger-kilometres for this period is 578.22 million (41.9 × 13.4). Bus occupancy = 10 (i.e. passenger-km/bus-km).

References

  • Ahern A, Hine J (2012) Rural transport—valuing the mobility of older people. Res Transp Econ 34:27–34

    Article  Google Scholar 

  • Anable J, Brand C, Tran M, Eyre N (2012) Modelling transport energy demand: a socio-technical approach. Energy Policy 41:125–138

    Article  Google Scholar 

  • Andrews CJ (2008) Greenhouse gas emissions along the rural-urban gradient. J Environ Plan Manag 51:847–870

    Article  Google Scholar 

  • Avineri E, Waygood ODE (2013) Applying valence framing to enhance the effect of information on transport-related carbon dioxide emissions. Trans Res Part A Policy Pract 48:31–38

    Article  Google Scholar 

  • Banister D (2008a) The sustainable mobility paradigm. Transp Policy 15:73–80

    Article  Google Scholar 

  • Banister D (2008b) Rural accessibilities and mobilities. In: Becker U, Böhmer J, Gerike R (eds) How to define and measure access and need satisfaction in transport. Dresdner Institut für Verkehr und Umwelt e.V. (DIVU), Dresden, pp 165–178

    Google Scholar 

  • Barlow TJ, Boulter PG (2009) Emission factors 2009: Report 2—a review of the average-spped approach for estimating hot exhaust emissions. TRL Limited, Wokingham

    Google Scholar 

  • BBC (2010) Weather: average condition—Northern Ireland. http://www.bbc.co.uk/weather/world/city_guides/results.shtml?tt=TT003750. 23 Nov 2010

  • Begg D, Gray D (2004) Transport policy and vehicle emission objectives in the UK: is the marriage between transport and environment policy over? Environ Sci Policy 7:155–163

    Article  Google Scholar 

  • Berkeley N, Jarvis D (2012) Low carbon mobility: opportunities and challenges for local economic development. Local Econ 27:689–691

    Article  Google Scholar 

  • Boulter PG, McCrae IS, Barlow TJ (2007) A review of instantaneous emission models for road vehicles. Transport Research Laboratory (TRL), Wokingham

    Google Scholar 

  • Boulter PG, Barlow TJ, McCrae IS (2009) Emissions factors 2009: report 3—exhaust emission factors for road vehicles in the United Kingdom. Wokingham, TRL Limited

    Google Scholar 

  • Brand C (2005) Integrated travel emissions profiles: methodology report. Transport studies unit and environmental change institute. University of Oxford, Oxford

    Google Scholar 

  • Brand C, Boardman B (2008) Taming of the few—the unequal distribution of greenhouse gas emissions from personal travel in the UK. Energy Policy 36:224–238

    Article  Google Scholar 

  • Brand C, Preston J (2010) 60–20 emission—the unequal distribution of green house gas emissions from personal, non-business travel in the UK. Transp Policy 17:9–19

    Article  Google Scholar 

  • Brand C, Goodman A, Rutter H, Song Y, Ogilvie D (2013) Associations of individual, household and environmental characteristics with carbon dioxide emissions from motorised passenger travel. Appl Energy 104:158–169

    Article  Google Scholar 

  • Burchardt T, Grand JL, Piachaud D (1999) Social exclusion in Britain 1991–1995. Soc Policy Adm 33:227–244

    Article  Google Scholar 

  • Burchardt T, Grand JL, Piachaud D (2002) Degrees of exclusion: developing a dynamic, multi-dimensional measure. In: Hills J, Grand JL, Piachaud D (eds) Understanding social exclusion. Oxford University Press, Oxford, pp 30–43

    Google Scholar 

  • Cass N, Shove E, Urry J (2005) Social exclusion, mobility and access. Soc Rev 53:539–555

    Article  Google Scholar 

  • Chapman L (2007) Transport and climate change: a review. J Transp Geogr 15:354–367

    Article  Google Scholar 

  • Church A, Frost M, Sullivan K (2000) Transport and social exclusion in London. Transp Policy 7:195–205

    Article  Google Scholar 

  • Committee on Climate Change (2008) Building a low-carbon economy—the Uk’s contribution totackling climate change

  • Committee on Climate Change (2010) The fourth carbon budget: reducing emissions through the 2020s

  • Currie G, Stanley J (2008) Investigating links between social capital and public transport. Transp Rev 28:529–547

    Article  Google Scholar 

  • Currie G, Richardson T, Smyth P, Vella-Brodrick D, Hine J, Lucas K, Stanley J, Morris J, Kinnear R, Stanley J (2009) Investigating links between transport disadvantage, social exclusion and well-being in Melbourne-preliminary results. Transp Policy 16:97–105

    Article  Google Scholar 

  • Darido G, Torres-Montoya M, Mehndiratta S (2014) Urban transport and CO2 emissions: some evidence from Chinese cities. Wiley Interdiscip Rev Energy Environ 3:122–155

    Article  CAS  Google Scholar 

  • DEFRA (2008) A framework for pro-environmental behaviours. DEFRA, London

    Google Scholar 

  • Department for Communities and Local Government (2008) The English indices of deprivation 2007. Department for Communities and Local Government (DCLG), London

    Google Scholar 

  • Department for Regional Development (2001) Shaping our future: regional development strategy for Northern Ireland 2025. Department for Regional Development, Belfast

    Google Scholar 

  • Department for Regional Development (2002) Regional Transportation strategy for Northern Ireland 2002–2012. Department for Regional Development, Belfast

    Google Scholar 

  • Department for Regional Development (2005) Planning policy statement 13 (PPS 13): transportation and land use. Department for Regional Development, Belfast

    Google Scholar 

  • Department for Regional Development (2008) Travel survey for Northern Ireland 2005–2007. Department for Regional Development, Belfast

    Google Scholar 

  • Department for Regional Development (2010) Northern Ireland transport statistics 2009–10. Department for Regional Development, Belfast

    Google Scholar 

  • Department for Transport (2004) Smarter choices—changing the way we travel. Department for Transport, London

    Google Scholar 

  • Department for Transport (2006) Social inclusion: transport aspects (final report). Department for Transport, London

    Google Scholar 

  • Department for Transport (2009) Delivering sustainable low carbon travel: an essential guide for local authorities. Department for Transport, London

    Google Scholar 

  • Department for Transport (2010a) ENV0202 carbon dioxide emissions by transport mode: United Kingdom, 1998–2008. Department for Transport, London

    Google Scholar 

  • Department for Transport (2010b) The effects of smarter choice programmes in the sustainable travel towns: summary report. Department for Transport, London

    Google Scholar 

  • Department for Transport (2011) Creating growth, cutting carbon: making sustainable local transport happen. Department for Transport, London

    Google Scholar 

  • Department for Transport, Greater Manchester Passenger Transport Executive (2004) Intermode: innovations in demand responsive transport. Department for Transport and Greater Manchester Passenger Transport Executive

  • Department of the Environment Transport and the Region (1998) A new deal for transport: better for everyone. Department of the Environment Transport and the Region, London

    Google Scholar 

  • Druckman A, Jackson T (2008) Household energy consumption in the UK: a highly geographically and socio-economically disaggregated model. Energy Policy 36:3177–3192

    Article  Google Scholar 

  • Farrington J, Gray D, Martin S, Roberts D (1998) Car dependence in rural Scotland. The Scottish Office Central Research Unit, Edinburgh

    Google Scholar 

  • Fawcett T (2010) Personal carbon trading: a policy ahead of its time? Energy Policy 38:6868–6876

    Article  Google Scholar 

  • Frank LD, Brian SJ, Bachman W (2000) Linking land use with household vehicle emissions in the central puget sound: methodological framework and findings. Transp Res Part D 5:173–196

    Article  Google Scholar 

  • Fudge S, Peters M (2011) Behaviour change in the UK climate debate: an assessment of responsibility, agency and political dimensions. Sustainability 3:789–808

    Article  Google Scholar 

  • Garren SJ, Pinjari AR, Brinkmann R (2011) Carbon dioxide emission trends in cars and light trucks: a comparative analysis of emissions and methodologies for Florida’s counties (2000 and 2008). Energy Policy 39:5287–5295

    Article  Google Scholar 

  • Glaeser EL, Kahn ME (2010) The greenness of cities: carbon dioxide emissions and urban development. J Urban Econ 67:404–418

    Article  Google Scholar 

  • Gough IAN (2013) Carbon Mitigation Policies, Distributional Dilemmas and Social Policies. J Soc Policy 42:191–213

    Article  Google Scholar 

  • Gray D, Shaw J, Farrington J (2006) Community transport, social capital and social exclusion in rural areas. Area 38:89–98

    Article  Google Scholar 

  • HM Government (2005) Securing the future: the UK government sustainable development strategy. HMSO. http://collections.europarchive.org/tna/20080530153425/http://www.sustainable-development.gov.uk/publications/pdf/strategy/SecFut_complete.pdf 20 Nov 2014

  • Higgs G, White S (2000) Alternatives to census-based indicators of social disadvantage in rural communities. Prog Plan 53:1–81

    Article  Google Scholar 

  • Hine J, Mitchell F (2001) The role of transport in social exclusion in urban Scotland. Scottish Executive Central Research Unit, Edinburgh

    Google Scholar 

  • Hine J, Mitchell F (2003) Transport disadvantage and social exclusion: exclusionary mechanisms in transport in urban Scotland. Ashgate, Hampshire

    Google Scholar 

  • Hine J, Kamruzzaman M, Blair N (2012) Weekly activity-travel behaviour in rural Northern Ireland: differences by context and socio-demographic. Transportation 39:175–195

    Article  Google Scholar 

  • Hodge I, Dunn J, Monk S, Fitsgerald M (2002) Barriers to participation in residual rural labour markets. Work Employ Soc 16:457–476

    Article  Google Scholar 

  • Howarth CC, Polyviou P (2012) Sustainable travel behaviour and the widespread impacts on the local economy. Local Econ 27:764–781

    Article  Google Scholar 

  • Jones A, Goodman A, Roberts H, Steinbach R, Green J (2013) Entitlement to concessionary public transport and wellbeing: a qualitative study of young people and older citizens in London, UK. Soc Sci Med 91:202–209

    Article  Google Scholar 

  • Joumard R, Andre M (1990) Cold start emissions of traffic. Sci Total Environ 93:175–182

    Article  CAS  Google Scholar 

  • Kamruzzaman M, Hine J (2011) Participation index: a measure to identify rural transport disadvantage? J Transp Geogr 19:882–899

    Article  Google Scholar 

  • Kelly JA, Ryan L, Casey E, O’Riordan N (2009) Profiling road transport activity: emissions from 2000 to 2005 in Ireland using national car test data. Transp Policy 16:183–192

    Article  Google Scholar 

  • Kennedy C (2010) Methodology for inventorying greenhouse gas emissions from global cities. Energy Policy 38:4828–4837

    Article  CAS  Google Scholar 

  • Ketelaer T, Kaschub T, Jochem P, Fichtner W (2014) The potential of carbon dioxide emission reductions in German commercial transport by electric vehicles. Int J Environ Sci Technol 11:2169–2184

    Article  CAS  Google Scholar 

  • Kilby K, Smith N (2012) Accessibility planning policy: evaluation and future direction—final report. Department for Transport, London

    Google Scholar 

  • Knowles RD (2006) Transport shaping space: differential collapse in time and space. J Transp Geogr 14:407–425

    Article  Google Scholar 

  • Ko J, Park D, Lim H, Hwang IC (2011) Who produces the most CO2 emissions for trips in the Seoul metropolis area? Transp Res Part D Transp Environ 16:358–364

    Article  Google Scholar 

  • Kok R, Annema JA, van Wee B (2011) Cost-effectiveness of greenhouse gas mitigation in transport: a review of methodological approaches and their impact. Energy Policy 39:7776–7793

    Article  Google Scholar 

  • Li J (2011) Decoupling urban transport from GHG emissions in Indian cities—a critical review and perspectives. Energy Policy 39:3503–3514

    Article  CAS  Google Scholar 

  • Loo BPY, Li L (2012) Carbon dioxide emissions from passenger transport in China since 1949: implications for developing sustainable transport. Energy Policy 50:464–476

    Article  Google Scholar 

  • Lucas K (2006) Providing transport for social inclusion within a framework for environmental justice in the UK. Transp Res Part A 40:801–809

    Google Scholar 

  • Lucas K, Jones P (2012) Social impacts and equity issues in transport: an introduction. J Transp Geogr 21:1–3

    Article  Google Scholar 

  • Marques AC, Fuinhas JA, Gonçalves BM (2012) Dieselization and road transport CO2 emissions: evidence from Europe. Low Carbon Econ 3:54–62

    Article  Google Scholar 

  • Mathez A, Manaugh K, Chakour V, El-Geneidy A, Hatzopoulou M (2013) How can we alter our carbon footprint? Estimating GHG emissions based on travel survey information. Transportation 40:131–149

    Article  Google Scholar 

  • McDonagh J (2006) Transport policy instruments and transport-related social exclusion in rural Republic of Ireland. J Transp Geogr 14:355–366

    Article  Google Scholar 

  • McNamara D, Caulfield B (2011) Measuring the potential implications of introducing a cap and share scheme in Ireland to reduce green house gas emissions. Transp Policy 18:579–586

    Article  Google Scholar 

  • Meyer I, Leimbach M, Jaeger CC (2007) International passenger transport and climate change: a sector analysis in car demand and associated CO2 emissions from 2000 to 2050. Energy Policy 35:6332–6345

    Article  Google Scholar 

  • Moseley MA (1979) Accessibility: the rural challenge. Methuen, London

    Google Scholar 

  • NISRA (2001) Population and Migration. Northern Ireland Statistics and Research Agency (NISRA). http://www.nisranew.nisra.gov.uk/census/start.html. Accessed 3 Mar 2009

  • NISRA (2005) The Northern Ireland multiple deprivation measure. Northern Ireland Statistics and Research Authority. http://www.nisra.gov.uk. Accessed 16 May 2008

  • Nocera S, Maino F, Cavallaro F (2012) A heuristic method for determining CO2 efficiency in transportation planning. Eur Transp Res Rev 4:91–106

    Article  Google Scholar 

  • Northern Ireland Assembly (2011) Report on the committee’s inquiry into sustainable transport. Committee for Regional Development, Belfast

    Google Scholar 

  • Ntziachristos L, Samaras Z (2009) COPERT: EMEP/EEA emission inventory guidebook 2009. European Environment Agency

  • Nutley S (1985) Planning options for the improvement of rural accessibility: use of the time-space approach. Reg Stud 19:37–50

    Article  Google Scholar 

  • Nutley S (1996) Rural transport problems and non-car populations in the USA. J Transp Geogr 4:93–106

    Article  Google Scholar 

  • O’ Mahony T, Zhou P, Sweeney J (2012) The driving forces of change in energy-related CO2 emissions in Ireland: a multi-sectoral decomposition from 1990 to 2007. Energy Policy 44:256–267

    Article  Google Scholar 

  • Rassafi AA, Vaziri M (2005) Sustainable transport indicators: definition and integration. Int J Environ Sci Technol 2:83–96

    Article  Google Scholar 

  • Santos G, Behrendt H, Teytelboym A (2010) Part II: policy instruments for sustainable road transport. Res Transp Econ 28:46–91

    Article  Google Scholar 

  • Schipper L (2011) Automobile use, fuel economy and CO2 emissions in industrialized countries: encouraging trends through 2008? Transp Policy 18:358–372

    Article  Google Scholar 

  • Scottish Executive (2006) Scottish index of multiple deprivation 2006: General report. Scottish executive. http://www.scotland.gov.uk/Resource/Doc/151578/0040731.pdf. Accessed 18 Dec 2008

  • Shergold I, Parkhurst G (2012) Transport-related social exclusion amongst older people in rural Southwest England and Wales. J Rural Stud 28:412–421

    Article  Google Scholar 

  • Shucksmith M, Chapman P (1998) Rural development and social exclusion. Soc Rural 38:225–242

    Article  Google Scholar 

  • Shucksmith M, Philip L (2000) Social exclusion in rural areas: a literature review and conceptual framework. The Scottish Executive Central Research Unit, Edinburgh

    Google Scholar 

  • Simpson BJ (2006) Reducing carbon dioxide emissions from UK road transport. In: Proceedings of the ICE—municipal engineer, pp 203–210

  • Social Exclusion Unit (2003) Making the connections: transport and social exclusion. Social Exclusion Unit, The Stationery Office, London

    Google Scholar 

  • Solomon S, Plattner G-K, Knutti R, Friedlingstein P (2009) Irreversible climate change due to carbon dioxide emissions. Environ Sci 106:1704–1709

    CAS  Google Scholar 

  • Tchepel O, Dias D, Ferreira J, Tavares R, Isabel Miranda A, Borrego C (2012) Emission modelling of hazardous air pollutants from road transport at urban scale. Transport 27:299–306

    Article  Google Scholar 

  • Tian X, Chang M, Tanikawa H, Shi F, Imura H (2012) Regional disparity in carbon dioxide emissions. J Ind Ecol 16:612–622

    Article  CAS  Google Scholar 

  • Torres M, Pinho P (2011) Encouraging low carbon policies through a local emissions trading scheme (LETS). Cities 28:576–582

    Article  Google Scholar 

  • Wadud Z, Noland RB, Graham DJ (2008) Equity analysis of personal tradable carbon permits for the road transport sector. Environ Sci Policy 11:533–544

    Article  Google Scholar 

  • Wang Y, Hayashi Y, Chen J, Li Q (2014) Changing urban form and transport CO2 emissions: an empirical analysis of Beijing, China. Sustainability 6:4558–4579

    Article  CAS  Google Scholar 

  • Wells P (2012) Converging transport policy, industrial policy and environmental policy: the implications for localities and social equity. Local Econ 27:749–763

    Article  Google Scholar 

  • Welsh Assembly Government (2008) Welsh index of multiple deprivation 2008 (WIMD)—summary report. Welsh assembly government. http://wales.gov.uk/topics/statistics/publications/wimd08sum/?lang=en. Accessed 18 Dec 2008

  • Xing Y, Handy SL, Mokhtarian PL (2010) Factors associated with proportions and miles of bicycling for transportation and recreation in six small US cities. Transp Res Part D 15:73–81

    Article  Google Scholar 

  • Yigitcanlar T, Kamruzzaman M (2014) Investigating the interplay between transport, land use and the environment: a review of the literature. Int J Environ Sci Technol 11:2121–2132

    Article  Google Scholar 

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We acknowledge and cordially thank the Editor-in-Chief and the two anonymous reviewers for their constructive comments and insightful suggestions, which helped us to improve the manuscript.

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Kamruzzaman, M., Hine, J. & Yigitcanlar, T. Investigating the link between carbon dioxide emissions and transport-related social exclusion in rural Northern Ireland. Int. J. Environ. Sci. Technol. 12, 3463–3478 (2015). https://doi.org/10.1007/s13762-015-0771-8

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