Determinación de precios hedónicos de habitación de hotel con efecto espacial en Antalya
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Análisis exploratorio de datos espaciales
econometría espacial
estadística
autocorrelación espacial
modelo de regresión hedónica.

Cómo citar

Yalcin, F. (2018). Determinación de precios hedónicos de habitación de hotel con efecto espacial en Antalya. Economía Sociedad Y Territorio, (58). https://doi.org/10.22136/est20181228

Resumen

El propósito de este estudio es identificar los factores que afectan el precio de la habitación hotelera en Antalya y crear un modelo de regresión hedónica. Para este propósito, se han seleccionado 1444 hoteles en Antalya. Puesto que estos hoteles están relacionados espacialmente, se ha propuesto un modelo de regresión espacial. Se aplicó la regresión paso a paso (stepwise) a las variables del análisis espacial. El modelo de regresión hedónica se ha construido según el modelo Lag o de retardo espacial (Spatial Lag Model), revelando que es posible utilizar dicho método en estudios similares.

https://doi.org/10.22136/est20181228
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Citas

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Anselin, Luc (1992), "SpaceStat tutorial: a workbook for using SpaceStat in the analysis of spatial data", University of Illinois-Urbana-Champaign-Urbana, United States of America, <http://siteresources.worldbank.org/INTPGI/Resources/342674-1092157888460/Anselin.spacestatTutorial.pdf>, April 5, 2018.

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Anselin, Luc, Bera Anil Kumar, Florax Raymond and Yoon Mann (1996), "Simple diagnostic tests for spatial dependence", Regional Science and Urban Economics, 26 (1), London School of Economics, London, England, pp. 77-104, doi: https://doi.org/10.1016/0166-0462(95)02111-6

Anselin, Luc, Kim Yong Wook and Syabri Ibnu (2004), "Web-based analytical tools for the exploration of spatial data" Journal of Geographical Systems, 6 (2), Springer Berlin Heidelberg, Vienna, Austria, pp. 197-218, doi: https://doi.org/10.1007/s10109-004-0132-5

Baddeley, Adrian (2017), "Local composite likelihood for spatial point processes", Spatial Statistics, 22 (2), University of Twente, Enschede, The Netherlands, pp. 261-295, doi https://doi.org/10.1016/j.spasta.2017.03.001

Basu, Sabyasachi and G. Thomas Thibodeau (1998), "Analysis of Spatial Autocorrelation in House Prices", The Journal of Real Estate Finance and Economics, 17 (1), University of Connecticut, United of State of America, pp. 61-85, doi: https://doi.org/10.1023/A:1007703229507

Brassington, Frances and Stephen Pettitt (2007), Essentials of Marketing 2nd edition, Pearson Education Limited, Edinburg Gate Harlow, England.

Bulchand-Gidumal, Jacques, Santiago Melián-González and Beatriz González Lopez-Valcarcel (2013), "A social media analysis of the contribution of destinations to client satisfaction with hotels", International Journal of Hospitality Management, vol. 35, Abraham Pizam, Universal Boulevard, Orlando, Florida, United States of America, pp. 44-47, doi: https://doi.org/10.1016/j.ijhm.2013.05.003

Bull, Adrian Osborn (1998), The effects of location and other attributes on the price of products which are place sensitive in demand, Griffith University, School of Economics, Faculty of International Business and Politics, Nathan, Australia, <http://195.130.87.21:8080/dspace/bitstream/123456789/724/1/The%20effects%20of%20location%20and%20other%20attributes%20on%20the%20price%20of.pdf>, April 5, 2018.

Chen Ching-Fu and Rochelle Rothschild (2010), "An application of hedonic pricing analysis to the case of hotel rooms in Taipei", Tourism Economics, 16 (3), SAGE Publishing, Los Angeles California, United States of America, pp. 685-694, <http://journals.sagepub.com/doi/pdf/10.5367/000000010792278310>, April 5, 2018.

Elhorst, Paul (2010), "Applied Spatial Econometrics: Raising the Bar", Journal Spatial Economic Analysis, 5 (1), Taylor and Francis, Groningen, The Netherlands, pp. 9-28, doi: https://doi.org/10.1080/17421770903541772

Falk Martin (2008), "A hedonic price model for ski lift tickets", Tourism Management, 29 (6), Elsevier, Amsterdam, Holanda, pp. 1172-1184, doi: https://doi.org/10.1016/j.tourman.2008.02.021

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Işık, Cem and Bilici Nilgün (2017), "The analysis of hotel room rates using hedonic model: the case of Erzurum", Journal of Graduate School of Social Sciences, 21 (1), Uluğ Mehmet, Odabaş Hüseyin, Sevindi Cemal, Kaya Mustafa, Erzurum, Turkey pp. 734-740

Kaya, Aslı and Murat Atan (2014), "Determination of the Factors that Affect House Prices in Turkey by Using Hedonic Pricing Model", Journal of Business, Economics and Finance, 3 (3), PressAcademia, Teker Dilek, Turkey, pp. 313-327, <http://www.pressacademia.org/images/documents/jbef/archives/vol_3_issue_3/04.pdf>, April 5, 2018.

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Kördiş Gizem, Sayım Işık and Mehmet Mert (2014), "The Estimation of Determinants of House Prices in

Antalya: Hedonic Pricing Model", (in Turkish) Akdeniz İ.İ.B.F. Dergisi, nr.28, Çağatay Selim, Ateş Ayşegül, Antalya, Turkey, pp. 103-132, <http://dergipark.gov.tr/download/article-file/372819>, April 5, 2018.

Lancaster, John Kelvin (1966), "A new approach to consumer theory", The Journal of Political Economy, 74 (2), JSTOR, New York, United States of America, pp. 132-157, doi: http://www.jstor.org/stable/182883

Latinopoulos, Dionysis (2018), "Using a spatial hedonic analysis to evaluate the effect of sea view on hotel prices", Tourism Management, nr. 65, Elsevier, Amsterdam, Holanda, pp. 87-99, doi: https://doi.org/10.1016/j.tourman.2017.09.019

LeSage James (1999), The theory and practice of spatial econometrics, University of Toledo, Ohio, United States of America, <https://www.spatial-econometrics.com/html/sbook.pdf>, April 5, 2018.

Li, Chang, Guie Li, Yujia Zhu, Yong Ge, Hsiang-te Kung and Yijin Wu (2017), "A likelihood-based spatial statistical transformation model (LBSSTM) of regional economic development using DMSP/OLS time-series nighttime light imagery", Spatial Statistics, 21 (B), University of Twente, Enschede, The Netherlands, pp. 421-439, doi: https://doi.org/10.1016/j.spasta.2017.03.004

Manski, Charles (1993), "Identification of Endogenous Social Effects: The Reflection Problem", The Review of Economic Studies, 60 (3-1), Edinburgh University, Edinburgh, Scotland pp. 531-542, doi: https://doi.org/10.2307/2298123

MCT (Republic of Turkey Ministry of Culture and Tourism) (2003) “About Antalya City", Kültür ve Turizm Bakanlığı, Ankara, Turkey, <http://www.antalyakulturturizm.gov.tr/>, 14 March 2018.

Melián-González, Santiago, Jacques Bulchand-Gidumal and Beatriz González López-Valcárcel (2013), "Online Customer Reviews of Hotels as Participation Increases, Better Evaluation is Obtained", Cornell Hospitality Quarterly, 54 (3), Cornell University, New York, United States of America, pp. 274-283, doi: https://doi.org/10.1177/1938965513481498

Moran, Patrick Alfred Pierce (1950), "Notes on Continuous Stochastic Phenomena", Biometrika, 37 (12), Oxford University, London, England, pp. 17-23, doi: https://doi.org/10.2307/2332142

Ord, John Keith and Arthur Getis (1995), "Local Spatial Autocorrelation Statistics: Distributional Issues and an Application", Geographical Analysis, nr. 27, Wiley Online Library, New Jersey, United States of America, pp. 286-306, doi: https://doi.org/10.1111/j.1538-4632.1995.tb00912.x

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Rosen, Sherwin (1974), "Hedonic prices and implicit markets: product differentiation in pure Anselin, Luc (1995), "Local Indicators of Spatial Association-LISA", Geographical Analysis, 27, The Ohio State University, Rachel S. Franklin, Ohio, United State of America, pp. 93-115, doi: https://doi.org/10.1111/j.1538-4632.1995.tb00338.x

Anselin, Luc (1992), "SpaceStat tutorial: a workbook for using SpaceStat in the analysis of spatial data", University of Illinois-Urbana-Champaign-Urbana, United States of America, <http://siteresources.worldbank.org/INTPGI/Resources/342674-1092157888460/Anselin.spacestatTutorial.pdf>, April 5, 2018.

Anselin, Luc (1988), Spatial Econometrics: Methods and Models, Springer, Dordrecht, California, Santa Barbara, United States of America, <https://doi.org/10.1007/978-94-015-7799-1>, April 5, 2018.

Anselin, Luc, Bera Anil Kumar, Florax Raymond and Yoon Mann (1996), "Simple diagnostic tests for spatial dependence", Regional Science and Urban Economics, 26 (1), London School of Economics, London, England, pp. 77-104, doi: https://doi.org/10.1016/0166-0462(95)02111-6

Anselin, Luc, Kim Yong Wook and Syabri Ibnu (2004), "Web-based analytical tools for the exploration of spatial data" Journal of Geographical Systems, 6 (2), Springer Berlin Heidelberg, Vienna, Austria, pp. 197-218, doi: https://doi.org/10.1007/s10109-004-0132-5

Baddeley, Adrian (2017), "Local composite likelihood for spatial point processes", Spatial Statistics, 22 (2), University of Twente, Enschede, The Netherlands, pp. 261-295, doi https://doi.org/10.1016/j.spasta.2017.03.001

Basu, Sabyasachi and G. Thomas Thibodeau (1998), "Analysis of Spatial Autocorrelation in House Prices", The Journal of Real Estate Finance and Economics, 17 (1), University of Connecticut, United of State of America, pp. 61-85, doi: https://doi.org/10.1023/A:1007703229507

Brassington, Frances and Stephen Pettitt (2007), Essentials of Marketing 2nd edition, Pearson Education Limited, Edinburg Gate Harlow, England.

Bulchand-Gidumal, Jacques, Santiago Melián-González and Beatriz González Lopez-Valcarcel (2013), "A social media analysis of the contribution of destinations to client satisfaction with hotels", International Journal of Hospitality Management, vol. 35, Abraham Pizam, Universal Boulevard, Orlando, Florida, United States of America, pp. 44-47, doi: https://doi.org/10.1016/j.ijhm.2013.05.003

Bull, Adrian Osborn (1998), The effects of location and other attributes on the price of products which are place sensitive in demand, Griffith University, School of Economics, Faculty of International Business and Politics, Nathan, Australia, <http://195.130.87.21:8080/dspace/bitstream/123456789/724/1/The%20effects%20of%20location%20and%20other%20attributes%20on%20the%20price%20of.pdf>, April 5, 2018.

Chen Ching-Fu and Rochelle Rothschild (2010), "An application of hedonic pricing analysis to the case of hotel rooms in Taipei", Tourism Economics, 16 (3), SAGE Publishing, Los Angeles California, United States of America, pp. 685-694, <http://journals.sagepub.com/doi/pdf/10.5367/000000010792278310>, April 5, 2018.

Elhorst, Paul (2010), "Applied Spatial Econometrics: Raising the Bar", Journal Spatial Economic Analysis, 5 (1), Taylor and Francis, Groningen, The Netherlands, pp. 9-28, doi: https://doi.org/10.1080/17421770903541772

Falk Martin (2008), "A hedonic price model for ski lift tickets", Tourism Management, 29 (6), Elsevier, Amsterdam, Holanda, pp. 1172-1184, doi: https://doi.org/10.1016/j.tourman.2008.02.021

Geary, Roberts Charles (1954), “The Contiguity ratio and statistical mapping”, The Incorporated Statistician, 5 (3), Jstor, New York, United States of America, pp. 115-145, doi: http://www.jstor.org/stable/2986645

Hajilo, Mehdi, Mojtaba Ghadiri Masoom, Seyed Hassan Motiee Langroudi, Hassanali Faraji Sabokbar and Lori Pennington-Gray (2017), "Spatial analysis of the distribution of small businesses in the eastern villages of Gilan province with emphasis on the tourism sector in mountainous regions", Sustainability, 9 (12), Marc Rosen, Oshawa, Canada, pp. 1-19, doi: https://doi.org/10.3390/su9122238

Işık, Cem and Bilici Nilgün (2017), "The analysis of hotel room rates using hedonic model: the case of Erzurum", Journal of Graduate School of Social Sciences, 21 (1), Uluğ Mehmet, Odabaş Hüseyin, Sevindi Cemal, Kaya Mustafa, Erzurum, Turkey pp. 734-740

Kaya, Aslı and Murat Atan (2014), "Determination of the Factors that Affect House Prices in Turkey by Using Hedonic Pricing Model", Journal of Business, Economics and Finance, 3 (3), PressAcademia, Teker Dilek, Turkey, pp. 313-327, <http://www.pressacademia.org/images/documents/jbef/archives/vol_3_issue_3/04.pdf>, April 5, 2018.

Kostakis, Ioannis and Eleni Theodoropoulou (2017), "Spatial analysis of the nexus between tourism-human capital-economic growth", Tourism Economics, 23 (7), SAGE Publishing, Los Angeles California, United States of America, pp. 1523-1534, doi: https://doi.org/10.1177/1354816617692473

Kördiş Gizem, Sayım Işık and Mehmet Mert (2014), "The Estimation of Determinants of House Prices in

Antalya: Hedonic Pricing Model", (in Turkish) Akdeniz İ.İ.B.F. Dergisi, nr.28, Çağatay Selim, Ateş Ayşegül, Antalya, Turkey, pp. 103-132, <http://dergipark.gov.tr/download/article-file/372819>, April 5, 2018.

Lancaster, John Kelvin (1966), "A new approach to consumer theory", The Journal of Political Economy, 74 (2), JSTOR, New York, United States of America, pp. 132-157, doi: http://www.jstor.org/stable/182883

Latinopoulos, Dionysis (2018), "Using a spatial hedonic analysis to evaluate the effect of sea view on hotel prices", Tourism Management, nr. 65, Elsevier, Amsterdam, Holanda, pp. 87-99, doi: https://doi.org/10.1016/j.tourman.2017.09.019

LeSage James (1999), The theory and practice of spatial econometrics, University of Toledo, Ohio, United States of America, <https://www.spatial-econometrics.com/html/sbook.pdf>, April 5, 2018.

Li, Chang, Guie Li, Yujia Zhu, Yong Ge, Hsiang-te Kung and Yijin Wu (2017), "A likelihood-based spatial statistical transformation model (LBSSTM) of regional economic development using DMSP/OLS time-series nighttime light imagery", Spatial Statistics, 21 (B), University of Twente, Enschede, The Netherlands, pp. 421-439, doi: https://doi.org/10.1016/j.spasta.2017.03.004

Manski, Charles (1993), "Identification of Endogenous Social Effects: The Reflection Problem", The Review of Economic Studies, 60 (3-1), Edinburgh University, Edinburgh, Scotland pp. 531-542, doi: https://doi.org/10.2307/2298123

MCT (Republic of Turkey Ministry of Culture and Tourism) (2003) “About Antalya City", Kültür ve Turizm Bakanlığı, Ankara, Turkey, <http://www.antalyakulturturizm.gov.tr/>, 14 March 2018.

Melián-González, Santiago, Jacques Bulchand-Gidumal and Beatriz González López-Valcárcel (2013), "Online Customer Reviews of Hotels as Participation Increases, Better Evaluation is Obtained", Cornell Hospitality Quarterly, 54 (3), Cornell University, New York, United States of America, pp. 274-283, doi: https://doi.org/10.1177/1938965513481498

Moran, Patrick Alfred Pierce (1950), "Notes on Continuous Stochastic Phenomena", Biometrika, 37 (12), Oxford University, London, England, pp. 17-23, doi: https://doi.org/10.2307/2332142

Ord, John Keith and Arthur Getis (1995), "Local Spatial Autocorrelation Statistics: Distributional Issues and an Application", Geographical Analysis, nr. 27, Wiley Online Library, New Jersey, United States of America, pp. 286-306, doi: https://doi.org/10.1111/j.1538-4632.1995.tb00912.x

Papatheodorou, Andreas, Lei Zheng and Alexandros Apostolakis (2013), "Hedonic Price Analysis in Tourism Research", in Larry Dwyer, Alison Gill and Neelu Seetaram (eds.), Handbook of Research Methods in Tourism, Chapter: 2, Edward Elgar Publishing, Cheltenham, United Kingdom- Northampton, Massachusetts, United States of America, pp. 170-182, <https://www.researchgate.net/publication/253327952_Hedonic_Price_Analysis_in_Tourism_Research?ev=auth_pub>, 14 March 2018.

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