Local spending patterns of tourists in Greater Budapest and the Lake Balaton tourism regions: An exploratory study on the non-accommodation budget across Airbnb and hotel guests
DOI:
https://doi.org/10.14267/TURBULL.2025v25n4.1Keywords:
Tourist spending, local economy, hotel, Airbnb, HungaryAbstract
In this exploratory research the local spending differences between the customers of hotels and Airbnb apartments in two Hungarian regions are studied. In this context, the non-accommodation budget of the tourists was focused. The tourists were asked about the share of their non-accommodation spending on local goods and services, providing the basis for comparison in terms of local spending propensity. Primary data was collected through a survey that yielded 103 responses. It was hypothesized that the Airbnb apartment customers spend a larger share of their non-accommodation budget on local goods and services compared to hotel customers. To prove this, Student’s t-test, using RStudio statistical software was applied. The results of the test (p < 0.05) demonstrated the significant difference while box plots provided further confirmation. The findings of this study can assist policy makers aiming to boost tourism while mitigating its negative effects on the local economy.
References
AGUILÓ, E. – ROSSELLÓ, J. – VILA, M. (2017): Length of stay and daily tourist expenditure: A joint analysis. Tourism Management Perspectives. 21(10). pp. 10–17. https://doi.org/10.1016/j. tmp.2016.10.008
AMIR, S. – OSMAN, M. M. – BACHOK, S. – IBRAHIM, M. (2015): Understanding domestic and international tourists’ expenditure pattern in Melaka, Malaysia: Result of CHAID analysis. Procedia – Social and Behavioral Sciences. 172(2015). pp. 390–397. https://doi.org/10.1016/j. sbspro.2015.01.386
ANDRIOTIS, K. (2002): Scale of hospitality firms and local economic development. The case of Crete. Tourism Management. 23(4). pp. 333–341. https://doi.org/10.1016/S0261-5177(01)00094-2
ASHWORTH, G. – PAGE, S. J. (2011): Urban tourism research: Recent progress and current paradoxes. Tourism Management. 32(1). pp. 1–15. https://doi.org/10.1016/j. tourman.2010.02.002
BALAGUER, J. – CANTAVELLA-JORDA, M. (2002): Tourism as a long-run economic growth factor: The Spanish case. Applied Economics. 34(7). pp. 877–884. https://doi. org/10.1080/00036840110058923
BEGIN, P. (2022): Airbnb and the boundaries of the tourist center. In: Diener, A. C. – Hagen, J. (eds): Invisible Borders in a Bordered World. London: Routledge. pp. 129–143. https://doi. org/10.4324/9780429352515-9
BELLINI, E. – GASPARINO, U. – CORPO, B. D. – MALIZIA, W. (2007): Impact of cultural tourism upon urban economies: An econometric exercise. FEEM Working Paper No. 85.2007. Fondazione Eni Enrico Mattei, 6 September. 85(1). p. 41. https://dx.doi. org/10.2139/ssrn.1011975
BOBOLI, I. – DASHI, E. M. (2022): Exploring tourist expenditures of the Gjirokastra district in Albania: A cluster analysis. Acta Scientiarum Polonorum. Oeconomia. 20(2). pp. 13–20. https:// doi.org/10.22630/ASPE.2021.20.2.11
DUDÁS, G. – NAGY, G. – BOROS, L. (2019): Az Airbnb szerepe a Balatoni Turisztikai Régióban. Turizmus Bulletin. 19(2). pp. 4–14. https://doi. org/10.14267/TURBULL.2019v19n2.1
EMERSON, R. W. (2017): Anova and T-Tests. Journal of Visual Impairment & Blindness. 111(2). pp. 193–196. https://doi. org/10.1177/0145482X1711100214
GIAMPICCOLI, A. – MTAPURI, O. – NAURIGHT, J. (2020): Tourism development in the Seychelles: a proposal for a unique community-based tourism alternative. Journal of Tourism and Cultural Change. 19(4). pp. 444–457. https://doi. org/10.1080/14766825.2020.1743297
GOTHAM, K. F. (2005): Tourism gentrification: The case of New Orleans’ Vieux Carre (French Quarter). Urban Studies. 42(7). pp. 1099–1121. https://doi.org/10.1080/00420980500120881
GUTIERREZ, J. – GARCÍA-PALOMARES, J. C. – ROMANILLOS, G. – SALAS-OLMEDO, M. H. (2017): The eruption of Airbnb in tourist cities: Comparing spatial patterns of hotels and peer to-peer accommodation in Barcelona. Tourism Management. 62(1). pp. 278–291. https://doi. org/10.1016/j.tourman.2017.05.003
GUTTENTAG, D. (2015): Airbnb: disruptive innovation and the rise of an informal tourism accommodation sector. Current Issues in Tourism. 18(12). pp. 1192–1217. https://doi.org/1 0.1080/13683500.2013.827159 GYURÁCZ-NÉMETH, P. (2014): A magyar szállodák környezettudatos innovációi. Turizmus Bulletin. 16(3-4). pp. 68-75.
GYURÁCZ-NÉMETH, P. (2023): Hogy lehetünk jobb emberek, jobb turisták? Társadalmi lábnyomindikátor-rendszer kialakítása. In: Szalai, K. – Michalkó, G. – Rátz, T. (szerk.): A turizmus válságjelenségei. 1st ed. Székesfehérvár; Budapest: Kodolányi János Egyetem; CSFK Földrajztudományi Intézet; Magyar Földrajzi Társaság. pp. 89–102. https://doi.org/10.15201/ TA12-7
HONG, G. S. – MORRISON, A. M. – CAI, L. A. (1996): Household expenditure patterns for tourism products and services. Journal of Travel & Tourism Marketing. 4(4). pp. 15–40. https://doi. org/10.1300/J073v04n04_02
HUNGARIAN TOURISM AGENCY (2017): National tourism development strategy – 2030. Budapest: Hungarian Tourism Agency. https:// mtu.gov.hu/cikkek/strategia/
KARIMOV, A. (2025): A comparative study of local embeddedness in hotel and Airbnb categories in two Hungarian tourism regions. PhD thesis. University of Pannonia. https://konyvtar.uni-pannon.hu/ hu/component/content/article/karimov-alis han-phd-dolgozata?catid=24&Itemid=101
KARIMOV, A. – GYURÁCZ-NÉMETH, P. – KAMANN, D.-J. (2023): Economic impact of hotels and similar establishments in Veszprém District. Region. 10(1). pp. 133–145. http://dx.doi. org/10.18335/region.v10i1.418
KOZAK, M. (2001): An analysis of tourist spending and its determinants. Anatolia. 12(2). pp. 196– 202. https://doi.org/10.1080/13032917.2001.9687 008
LEEUWEN, E. V. – NIJKAMP, P. – RIETVELD, P. (2009): A meta-analytic comparison of regional output multipliers at different spatial levels: Economic impacts of tourism. In: Matias, A. – Nijkamp, P. – Sarmento, M. (eds): Advances in tourism economics. 1st ed. Heidelberg: Physica-Verlag HD. pp. 13–33. https://doi. org/10.1007/978-3-7908-2124-6_2
LEVENDIS, J. – DICLE, M. F. (2016): The economic impact of Airbnb on New Orleans. Journal of Marketing Research. 54(5). pp. 687–705. https:// dx.doi.org/10.2139/ssrn.2856770
LI, Z. – CHEN, H. – HUANG, X. (2022): “Airbnb or hotel?”: A comparative study on the sentiment of Airbnb guests in Sydney – text analysis based on big data. In: I. R. M. ASSOCIATION (ed): Research Anthology on Implementing Sentiment Analysis Across Multiple Disciplines. Hershey, PA: IGI Global Scientific Publishing. pp. 1494–1505. https://doi.org/10.4018/978-1-6684-6303-1.ch078
LŐRINCZ, K. – BANÁSZ, Z. – CSAPÓ, J. (2020): Customer involvement in sustainable tourism planning at Lake Balaton, Hungary – Analysis of the consumer preferences of the active cycling tourists. Sustainability. 12(12). pp. 51–74. https://doi.org/10.3390/su12125174
MADARÁSZ, E. – SULYOK, J. – SZMULAI, É. (2021): Naptej, fürdőruha… + helyi termék? A helyi termékek iránti kereslet a Balatont turisztikai céllal felkeresők körében. Turizmus Bulletin. 21(2). pp. 24–33. https://doi. org/10.14267/TURBULL.2021v21n2.3
MARROCU, E. – PACI, R. – ZARA, A. (2015): Micro-economic determinants of tourist expenditure: A quantile regression approach. Tourism Management. 50(1). pp. 13–30. https:// doi.org/10.1016/j.tourman.2015.01.006
NEUTS, B. – NIJKAMP, P. (2012): Tourist crowding perception and acceptability in cities: An applied modelling study on Bruges. Annals of Tourism Research. 39(4). pp. 2133–2153. https:// doi.org/10.1016/j.annals.2012.07.016
OSKAM, J. – BOSWIJK, A. (2016): Airbnb: The future of networked hospitality businesses. Journal of Tourism Futures. 2(1). pp. 22–42. https://doi.org/10.1108/JTF-11-2015-0048
PEARCE, D. G. (2001): An integrative framework for urban tourism research. Annals of Tourism Research. 28(4). pp. 926–946. https://doi. org/10.1016/S0160-7383(00)00082-7
PUCZKÓ, L. – RÁTZ, T. (2009): Tourist and resident perceptions of the physical impacts of tourism at Lake Balaton, Hungary: Issues for Sustainable Tourism Management. Journal of Sustainable Tourism. 8(6). pp. 458–478. https:// doi.org/10.1080/09669580008667380
RÁTZ, T. (2000): Residents’ perceptions of the socio-cultural impacts of tourism at Lake Balaton, Hungary. In: Hall, D. – Richards, G. (eds): Tourism and Sustainable Community Development. London: Routledge, pp. 54–65. https://doi.org/10.4324/9780203464915-9
RUSSO, A. P. (2002): The “vicious circle” of tourism development in heritage cities. Annals of Tourism Research. 29(1). pp. 165–182. https:// doi.org/10.1016/S0160-7383(01)00029-9
RUXTON, G. (2006): The unequal variance t-test is an underused alternative to Student’s t-test and the Mann–Whitney U test. Behavioral Ecology. 17(4). pp. 688–690. https://doi.org/10.1093/ beheco/ark016
SAWYER, S. (2009): Analysis of variance: The fundamental concepts. Journal of Manual & Manipulative Therapy. 17(2). pp. 27–38. https:// doi.org/10.1179/jmt.2009.17.2.27E
SMITH, M. K. – PUCZKÓ, L. (2020): Post-Socialist tourism trajectories in Budapest. In: Slocum, S. L. – Klitsounova, V. (eds): Tourism Development in Post-Soviet Nations. Cham: Palgrave Macmillan. pp. 109–123. https://doi.org/10.1007/978-3-030- 30715-8_7
SMITH, M. K. – EGEDY, T. – CSIZMADY, A. – JANCSIK, A. – OLT, G. – MICHALKÓ, G. (2023): Non-planning and tourism consumption in Budapest’s inner city. In: Niewiadomski, P. (ed): Tourism in Post-Communist States. 1st ed. London: Routledge. pp. 246–270. https://doi. org/10.4324/9781003362418
SPRENT, P. (1998): Data driven statistical methods. 1st ed. Boca Raton, USA: Chapman & Hall/CRC Press. https://doi.org/10.1201/9781315140780
WANG, Y. – DAVIDSON, M. C. G. (2010): A review of micro-analyses of tourist expenditure. Current Issues in Tourism. 13(6). pp. 507–524. https://doi.org/10.1080/13683500903406359
YANNOPOULOU, N. – MOUFAHIM, M. – BIAN, X. (2013): User-generated brands and social media: Couchsurfing and AirBnb. Contemporary Management Research. 9(1). https://doi. org/10.7903/cmr.11116
YITNOSUMARTO, S. – O’NEILL, M. E. (1986): On Levene’s tests of variance homogeneity. Australian Journal of Statistics. 28(2). pp. 230– 241. https://doi.org/10.1111/j.1467-842x.1986. tb00603.x
ZERVAS, G. – PROSERPIO, D. – BYERS, J. W. (2017): The rise of the sharing economy: Estimating the impact of Airbnb on the hotel Industry. Journal of Marketing Research. 54(5). pp. 687–705. https://doi.org/10.2139/ssrn.2366898
Online sources
EUROMONITOR (2023): Top 100 city destinations index 2023. London: Euromonitor. https://www. euromonitor.com/top-100-city-destinations index-2023/report (August 11, 2024)
HUNGARIAN CENTRAL STATISTICAL OFFICE (2024): Summary tables (STADAT). https://www. ksh.hu/docs/eng/imf/sdds_plus.html (August 11, 2024)
MARRIOTT (2025): Budapest Marriott Hotel. https://www.marriott.com/en-us/hotels/ budhu-budapest-marriott-hotel/dining/ (August 11, 2024)
OECD (2018): OECD tourism trends and policies 2018. Paris: OECD Publishing. https://www. oecd.org/content/dam/oecd/en/publications/ reports/2018/03/oecd-tourism-trends-and policies-2018_g1g87153/tour-2018-en.pdf (August 11, 2024)
WTTC (2023): Economic impact reports. London, UK: WTTC. https://wttc.org/research/economic impact (August 11, 2024