Skip to main content
Log in

Tracking tourists’ travel with smartphone-based GPS technology: a methodological discussion

  • Original Research
  • Published:
Information Technology & Tourism Aims and scope Submit manuscript

Abstract

This methodological paper discusses the implications of differing approaches for tracking tourists’ movement through destinations and then describes an innovative new method that utilises smartphone-based Global Positioning Systems (GPS) technology and a mobile app to track tourists through regional destinations and attractions over an extended period. The method was developed by the Tasmanian Sensing Tourist Travel project team and is among the largest tracking studies ever conducted in tourism, both spatially and temporally and in terms of sample size. It tracked the movement of 472 tourists in real time via an app with three integrated surveys and GPS tracking. The research team was faced with multiple challenges given the ambitious nature of the project, including: app design, securing tracking hardware, forging partnerships with providers, participant recruitment, and the ethical and legal dimensions of both the tracking and the provision of mobile data as an incentive to participate. This paper discusses the lessons from the project and a holistic study design model to support continuous methodological progress in this growing research area.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1

Similar content being viewed by others

References

  • Anuar F, Gretzel U (2011) Privacy concerns in the context of location-based services for tourism. In: ENTER 2011 conference, Innsbruck

  • Asakura Y, Iryo T (2007) Analysis of tourist behaviour based on the tracking data collected using mobile communication instrument. Transp Res Part A Policy Pract 41(7):684–690. doi:10.1016/j.tra.2006.07.003

    Article  Google Scholar 

  • Beeco JA, Hallo JC (2014) GPS tracking of visitor use: factors influencing visitor spatial behavior on a complex trail system. J Park Recreat Admin 32(2):43–61

    Google Scholar 

  • Beeco JA, Huang W-J, Hallo JC, Norman WC, McGehee NG, McGee J, Goetcheus C (2013) GPS tracking of travel routes of wanderers and planners. Tour Geogr 15(3):551–573

    Article  Google Scholar 

  • Birenboim A, Anton-Clavé S, Paolo Russo A, Shoval N (2013) Temporal activity patterns of theme park visitors. Tour Geogr 15(4):601–619

    Article  Google Scholar 

  • Blečić I, Canu D, Cecchini A, Congiu T, Fancello G, Mauro S, Trunfio GA (2016) Coupling surveys with GPS tracking to explore tourists’ spatio-temporal behaviour. In: International conference on computational science and its applications. Springer, New York, pp 150–160

  • Curry MR (1997) The digital individual and the private realm. Ann Assoc Am Geogr 87:681–699

    Article  Google Scholar 

  • De Cantis S, Ferrante M, Kahani A, Shoval N (2016) Cruise Passengers’ behavior at the destination: investigation using GPS technology. Tour Manag 52:133–150

    Article  Google Scholar 

  • Dou E, Eklund P, Gretzel U (2016) Location privacy acceptance: attitudes to transport-based location-aware mobile applications on a university campus. In: 27th ACIS conference, Wollongong

  • Edwards D, Griffin T (2013a) ‘Understanding tourists’ spatial behaviour: GPS tracking as an aid to sustainable destination management. J Sustain Tour 21(4):580–595

    Article  Google Scholar 

  • Edwards D, Griffin T (2013b) Understanding tourists’ spatial behaviour: GPS tracking as an aid to sustainable destination management. J Sustain Tour 21(4):580–595

    Article  Google Scholar 

  • Edwards D, Dickson T, Griffin A, Hayllar B (2010) Tracking the urban visitor: methods for examining tourists’ spatial behaviour and visual representations. In: Richard G, Munsters W (eds) Cultural tourism research methods. CABI Publishing, Oxford, pp 104–114

    Chapter  Google Scholar 

  • Gren M (2001) Time geography matters. In: May J, Thrift N (eds) Timespace: geographies of temporality. Routledge, London, pp 208–225

    Google Scholar 

  • Grinberger Y, Shoval N, McKercher B (2014a) Typologies of tourists’ time-space consumption: a new approach using GPS data and GIS tools. Tour Geogr 16(1):105–123

    Article  Google Scholar 

  • Grinberger Y, Shoval N, McKercher B (2014b) Typologies of tourists’ time–space consumption: a new approach using GPS data and GIS Tools. Tour Geogr 16(1):105–123. doi:10.1080/14616688.2013.869249

    Article  Google Scholar 

  • Hallo J, Beeco J, Goetcheus C, McGee J, Gard McGehee N, Norman W (2012) GPS as a method for assessing spatial and temporal use distributions of nature-based tourists. J Travel Res 51(5):591–606

    Article  Google Scholar 

  • Harwood A (2011) The political constitution of islandness: the ‘Tasmanian problem’ and ten days on the island. Unpublished PhD thesis, School of Geography and Environmental Studies, University of Tasmania, Hobart

  • Kadar B (2014) Measuring tourist activities in cities using geotagged photography. Tour Geogr 16(1):88–104

    Article  Google Scholar 

  • Kellner L, Egger R (2016) Tracking tourist spatial-temporal behavior in urban places, a methodological overview and GPS case study. In: Information and communication technologies in tourism 2016. Springer International Publishing, New York, pp 481–494

  • Lau G, McKercher B (2006) Understanding tourism movement patterns in a destination: a GIS approach. Tour Hosp Res 7(1):39–49

    Article  Google Scholar 

  • McKercher B, Lau G (2008) Movement patterns of tourists within a destination. Tour Geogr 10(3):355–374

    Article  Google Scholar 

  • McKercher B, Lau G (2009) Methodological considerations when mapping tourist movements within a destination. Tour Anal 14(4):443–455

    Article  Google Scholar 

  • McKercher B, Lew A (2004) Tourist flows, itineraries and factors affecting the spatial distribution of tourists. In: Hall M, Williams A, Lew A (eds) A Companion to Tourism. Blackwell, Oxford, pp 36–48

    Chapter  Google Scholar 

  • McKercher B, Shoval N, Ng E, Birenboim A (2012) First and repeat visitor behaviour: GPS tracking and GIS analysis in Hong Kong. Tour Geogr 14(1):147–161

    Article  Google Scholar 

  • Modsching M, Kramer R, Hagen KT, Gretzel U (2008) Using location-based tracking data to analyze the movements of city tourists. Inf Technol Tour 10(1):31–42

    Article  Google Scholar 

  • Moussouri T, Roussos G (2015) Conducting visitor studies using smartphone-based location sensing. J Comput Cult Herit. doi:10.1145/2677083

    Google Scholar 

  • O’Connor A, Zerger A, Itami B (2005) Geo-temporal tracking and analysis of tourist movement. Math Comput Simul 69(1/2):135–150

    Article  Google Scholar 

  • Pettersson R, Zillinger M (2011) Time and space in event behavior: tracking visitors by GPS. Tour Geogr 13(1):1–20

    Article  Google Scholar 

  • Prweb.com (2014) A recent study shows that 91% of iPhone users are getting by on a minimal level of storage, and 22% of all smartphone users are running out of space on a monthly basis. http://www.prweb.com/releases/2014/12/prweb12395977.htm. Accessed 10 Oct 2016

  • Raun J, Ahas R, Tiru M (2016) Measuring tourism destinations using mobile tracking data. Tour Manag 57:202–212

    Article  Google Scholar 

  • Schautz AM, van Dijk EM, Meisert A (2016) The use of audio guides to collect individualized timing and tracking data in a science center exhibition. Visit Stud 19(1):96–116

    Article  Google Scholar 

  • Shoval N, Ahas R (2016) The use of tracking technologies in tourism research: the first decade. Tour Geogr 18:587–606

    Article  Google Scholar 

  • Shoval N, Isaacson M (2007) Tracking tourists in the digital age. Ann Tour Res 34:141–159

    Article  Google Scholar 

  • Shoval N, McKercher B, Ng E, Birenboim A (2011) Hotel location and tourism activity in cities. Ann Tour Res 38(4):1594–1612

    Article  Google Scholar 

  • Shoval N, Kwan M, Reinau K, Harder H (2014) The shoemaker’s son always goes barefoot: implementation of GPS and other tracking technologies for geographic research. Geoforum 51(1):1–5

  • Smith S (2010) Practical Tourism Research. CABI

  • Smith W, Li X, Pan B, Witte M, Doherty S (2015) Tracking destination image across the trip experience with smartphone technology. Tour Manag 48:113–122

    Article  Google Scholar 

  • Spangenberg T (2014) Development of a mobile toolkit to support research on human mobility behaviour using GPS trajectories. Inf Technol Tour 14(4):317–346

    Article  Google Scholar 

  • State of Tasmania (2015a) The Tasmanian Visitor Economy Strategy 2015–2020. Tasmanian Government. http://www.t21.net.au/__data/assets/pdf_file/0004/37723/T21-Strategy-web.pdf Accessed 6 Oct 2016

  • State of Tasmania (2015b) Access 2020: five year air and sea access strategy 2015–2020. Tasmanian Government. http://www.tourismtasmania.com.au/__data/assets/pdf_file/0011/36983/Tasmanian-Access-2020-Strategy.pdf. Accessed 6 Oct 2016

  • Thimm T, Seepold R (2016) Past, present and future of tourist tracking. J Tour Futures 2(1):43–55

    Article  Google Scholar 

  • Thornton P, Williams A, Shaw G (1997) Revisiting time-space diaries: an exploratory case study of tourist behavior in Cornwall, England. Environ Plan A 29(10):1847–1867

    Article  Google Scholar 

  • Toha MAM, Ismail HN (2015) A heritage tourism and tourist flow pattern: a perspective on traditional versus modern technologies in tracking the tourists. Int J Built Environ Sustain 2(2)

  • Tourism Australia (2016) Australia welcomes record one million visitors from China. http://www.tourism.australia.com/news/market-regions-greater-china-17742.aspx. Accessed 6 Oct 2016

  • Tourism Tasmania (2015a) Investigation of tourists as drivers and motorcycle riders in Tasmania and road safety interventions. http://www.rsac.tas.gov.au/wp-content/uploads/2013/07/Tourists-Drivers-and-Motorcycle-Riders-in-Tasmania-and-Road-Safety-Interventions.pdf. Accessed 14 March 2017

  • Tourism Tasmania (2015b) Tasmanian tourism snapshot. http://tourismtasmania.com.au/__data/assets/pdf_file/0005/39830/TVS-Snapshot-December-2015.pdf. Accessed 14 March 2017

  • Tourism Tasmania (2016) Tasmanian Tourism Snapshot: year ending March 2016. Tasmanian Government. http://www.tourismtasmania.com.au/__data/assets/pdf_file/0003/41763/TVS-Snapshot-March-2016.pdf. Accessed 6 Oct 2016

  • Valance E (1995) Business ethics at work. Cambridge University Press, Cambridge

    Book  Google Scholar 

  • Versichele M, de Groote L, Bouuaert M, Neutens T, Moerman I, Van d Weghe I (2014) Pattern mining in tourist attraction visits through association rule learning on Bluetooth tracking data: a case study of Ghent, Belgium. Tour Manag 22:67–81

    Article  Google Scholar 

  • Vu HQ, Li G, Law R, Ye BH (2015) Exploring the travel behaviours of inbound tourists to Hong Kong using geotagged photos. Tour Manag 46:222–232

    Article  Google Scholar 

  • Wang D, Park S, Fesenmaier D (2012) The role of smartphones in mediating the touristic experience. J Travel Res 51(4):371–387

    Article  Google Scholar 

  • Wang D, Park S, Fesenmaier D (2014) Adapting to the mobile world: a model of smartphone use. Ann Tour Res 48:11–26

  • Wilken R (2014) Places nearby: Facebook as a location-based social media platform. New Media Soc 16(7):1087–1103. doi:10.1177/1461444814543997

    Article  Google Scholar 

  • Winters PL, Brabeua SJ, Georggi NL (2008) Smart phone application to influence travel behaviours (TRAC-IT Phase 3) (Report no. 549-35)

  • Yalowitz SS, Bronnenkant K (2009) Timing and tracking: unlocking visitor behaviour. Visit Stud 12(1):47–64

    Article  Google Scholar 

  • Yoo K-H, Gretzel U (2011) Influence of personality on travel-related consumer generated media creation. Comput Hum Behav 27(2):609–621

    Article  Google Scholar 

  • Yoshimura Y, Sobolevsky S, Ratti C (2014) An analysis of visitors’ behaviour in the Louvre Museum: a study of using bluetooth data. Environ Plan B Plan Design 41(6):1113–1131

    Article  Google Scholar 

  • Yun H, Park M (2015) Time-space movement of festival visitors in rural areas using a smart phone application. Asia Pac J Tour Res 20(11):1246–1265

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Anne Hardy.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Hardy, A., Hyslop, S., Booth, K. et al. Tracking tourists’ travel with smartphone-based GPS technology: a methodological discussion. Inf Technol Tourism 17, 255–274 (2017). https://doi.org/10.1007/s40558-017-0086-3

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s40558-017-0086-3

Keywords

Navigation