IDEAS home Printed from https://ideas.repec.org/a/nov/artigo/v30y2020i1p37-68.html
   My bibliography  Save this article

Aplicación de modelos de elección discreta regularizados para el análisis de los determinantes del consumo cultural en Colombia: el caso de los bienes del patrimonio cultural [Aplicação de modelos regularizados de escolha discreta para a análise dos determinantes do consumo cultural na Colômbia: o caso dos ativos do patrimônio cultural]

Author

Listed:
  • Andrey David Ramos Ramírez

    (Universidad Nacional de Colombia)

  • Nora Elena Espinal Monsalve

    (Universidad Nacional de Colombia)

Abstract

En este artículo se analizan los determinantes de la asistencia y frecuencia de asistencia a museos y sitios de interés histórico en Colombia, utilizando los datos de la Encuesta de Consumo Cultural aplicada por el Departamento Administrativo Nacional de Estadística en 2014. Los modelos de regresión logística y el Continuation Ratio Model regularizados que se estiman permiten identificar automáticamente las variables relevantes para explicar las decisiones de consumo cultural, al tiempo que solucionan los problemas estadísticos asociados a la existencia de un número alto de variables explicativas, como es el caso de la inestabilidad de los estimadores, correlaciones espurias, multicolinealidad incidental y endogeneidad incidental, entre otros. Los resultados indican que la acumulación de capital cultural es el principal determinante del consumo cultural, validando así el cumplimiento del enfoque de la adicción racional en el contexto colombiano.

Suggested Citation

  • Andrey David Ramos Ramírez & Nora Elena Espinal Monsalve, 2020. "Aplicación de modelos de elección discreta regularizados para el análisis de los determinantes del consumo cultural en Colombia: el caso de los bienes del patrimonio cultural [Aplicação de modelos reg," Nova Economia, Economics Department, Universidade Federal de Minas Gerais (Brazil), vol. 30(1), pages 37-68, January-A.
  • Handle: RePEc:nov:artigo:v:30:y:2020:i:1:p:37-68
    as

    Download full text from publisher

    File URL: https://www.scielo.br/pdf/neco/v30n1/1980-5381-neco-30-01-0037.pdf
    Download Restriction: no

    File URL: https://www.scielo.br/scielo.php?script=sci_arttext&pid=S0103-63512020000100037&lng=en&nrm=iso&tlng=es
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Marco Guerzoni & Massimiliano Nuccio, 2014. "Music consumption at the dawn of the music industry: the rise of a cultural fad," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 38(2), pages 145-171, May.
    2. Victoria Ateca-Amestoy, 2008. "Determining heterogeneous behavior for theater attendance," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 32(2), pages 127-151, June.
    3. Friedman, Jerome H. & Hastie, Trevor & Tibshirani, Rob, 2010. "Regularization Paths for Generalized Linear Models via Coordinate Descent," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 33(i01).
    4. Natascha Notten & Bram Lancee & Herman Werfhorst & Harry Ganzeboom, 2015. "Educational stratification in cultural participation: cognitive competence or status motivation?," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 39(2), pages 177-203, May.
    5. María Palma & Luis Palma & Luis Aguado, 2013. "Determinants of cultural and popular celebration attendance: the case study of Seville Spring Fiestas," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 37(1), pages 87-107, February.
    6. María Luisa Palma & Luis Fernando Aguado & Ana María Osorio, 2014. "Determinants of book reading and library attendance in Colombia. A microeconometric approach," Economics and Business Letters, Oviedo University Press, vol. 3(2), pages 79-86.
    7. Natascha Notten & Bram Lancee & Herman Werfhorst & Ganzeboom, H.B.G., 2013. "GINI DP 77: Educational stratification in cultural participation: Cognitive competence or status motivation?," GINI Discussion Papers 77, AIAS, Amsterdam Institute for Advanced Labour Studies.
    8. Wei-Jen Wen & Tsung-Chi Cheng, 2013. "Performing arts attendance in Taiwan: who and how often?," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 37(2), pages 309-325, May.
    9. Ateca Amestoy, Victoria Maria, 2009. "El capital humano como determinante del consumo cultural/," Estudios de Economia Aplicada, Estudios de Economia Aplicada, vol. 27, pages 89-112, Abril.
    10. Francesca Borgonovi, 2004. "Performing arts attendance: an economic approach," Applied Economics, Taylor & Francis Journals, vol. 36(17), pages 1871-1885.
    11. Donata Favaro & Carlofilippo Frateschi, 2007. "A discrete choice model of consumption of cultural goods: the case of music," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 31(3), pages 205-234, September.
    12. Devesa Fernández, María & Herrero Prieto, Luis César & Sanz Lara, José Ángel, 2009. "Análisis económico de la demanda de un festival cultural/," Estudios de Economia Aplicada, Estudios de Economia Aplicada, vol. 27, pages 139-160, Abril.
    13. Becker, Gary S & Murphy, Kevin M, 1988. "A Theory of Rational Addiction," Journal of Political Economy, University of Chicago Press, vol. 96(4), pages 675-700, August.
    14. Ana Flávia Machado & André Braz Golgher & Sibelle Diniz & Luiz Carlos Day Gama, 2017. "Consumption of cultural goods and services and time allocation in Brazil [Consumption of cultural goods and services and time allocation in Brazil]," Nova Economia, Economics Department, Universidade Federal de Minas Gerais (Brazil), vol. 27(1), pages 35-63, January-A.
    15. Stigler, George J & Becker, Gary S, 1977. "De Gustibus Non Est Disputandum," American Economic Review, American Economic Association, vol. 67(2), pages 76-90, March.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Jose A Bermudez Trivino & Lina M Medina Hurtado & Luis Fernando Aguado Quintero, 2015. "Analyzing the decision to listen to recorded music. A microeconometric approach," Working Papers 3, Faculty of Economics and Management, Pontificia Universidad Javeriana Cali.
    2. Pascal Courty & Fenghua Zhang, 2018. "Cultural participation in major Chinese cities," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 42(4), pages 543-592, November.
    3. María Palma & Luis Palma & Luis Aguado, 2013. "Determinants of cultural and popular celebration attendance: the case study of Seville Spring Fiestas," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 37(1), pages 87-107, February.
    4. Bermúdez Triviño, José A. & Medina Hurtado, Lina M. & Aguado Quintero, Luis F., 2016. "La decisión de escuchar música grabada en Colombia. Un enfoque microeconométrico || The decision of listening to recorded music in Colombia. A microeconometric approach," Revista de Métodos Cuantitativos para la Economía y la Empresa = Journal of Quantitative Methods for Economics and Business Administration, Universidad Pablo de Olavide, Department of Quantitative Methods for Economics and Business Administration, vol. 21(1), pages 21-38, June.
    5. Sara Suarez-Fernandez & Juan Prieto-Rodriguez & Maria Jose Perez-Villadoniga, 2020. "The changing role of education as we move from popular to highbrow culture," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 44(2), pages 189-212, June.
    6. Geng Chen & Pei Tang, 2021. "Similar but special: an econometric analysis of live performing arts attendance in mainland China," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 45(3), pages 459-490, September.
    7. Muñiz, Cristina & Rodríguez, Plácido & Suárez, María J., 2014. "Sports and cultural habits by gender: An application using count data models," Economic Modelling, Elsevier, vol. 36(C), pages 288-297.
    8. Marvao, Catarina & Borowiecki, Karol, 2015. "Dance Participation and Attendance in Denmark," SITE Working Paper Series 33, Stockholm School of Economics, Stockholm Institute of Transition Economics.
    9. Borowiecki, Karol J. & Bakhshi, Hasan, 2018. "Did you really take a hit? Understanding how video games playing affects individuals," Research in Economics, Elsevier, vol. 72(2), pages 313-326.
    10. Caterina Adelaide Mauri & Alexander Wolf, 2016. "Household Decisions on Arts Consumption: How Men Can Avoid the Ballet," Working Papers ECARES ECARES 2016-36, ULB -- Universite Libre de Bruxelles.
    11. Sibelle Diniz & Ana Machado, 2011. "Analysis of the consumption of artistic-cultural goods and services in Brazil," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 35(1), pages 1-18, February.
    12. Michael Getzner, 2020. "Spatially Disaggregated Cultural Consumption: Empirical Evidence of Cultural Sustainability from Austria," Sustainability, MDPI, vol. 12(23), pages 1-19, December.
    13. Kirstin Hallmann & Cristina Muñiz Artime & Christoph Breuer & Sören Dallmeyer & Magnus Metz, 2017. "Leisure participation: modelling the decision to engage in sports and culture," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 41(4), pages 467-487, November.
    14. Cristina Muñiz & Plácido Rodríguez & María José Suárez, 2017. "Participation in cultural activities: specification issues," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 41(1), pages 71-93, February.
    15. Jesús Manuel De Sancha-Navarro & Juan Lara-Rubio & María Dolores Oliver-Alfonso & Luis Palma-Martos, 2021. "Cultural Sustainability in University Students’ Flamenco Music Event Attendance: A Neural Networks Approach," Sustainability, MDPI, vol. 13(5), pages 1-15, March.
    16. Masaki Katsuura, 2012. "Lead–lag relationship between household cultural expenditures and business cycles," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 36(1), pages 49-65, February.
    17. Marta Zieba, 2017. "Cultural participation of tourists – Evidence from travel habits of Austrian residents," Tourism Economics, , vol. 23(2), pages 295-315, March.
    18. Caterina Adelaide Mauri & Alexander Friedrich Wolf, 2021. "Battle of the ballet household decisions on arts consumption," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 45(3), pages 359-383, September.
    19. Junlong Wu & Keshen Jiang & Chaoqing Yuan, 2019. "Determinants of demand for traditional Chinese opera," Empirical Economics, Springer, vol. 57(6), pages 2129-2148, December.
    20. Carla Cristina Rosa de Almeida & João Policarpo Rodrigues Lima & Maria Fernanda Freire Gatto, 2020. "Expenditure on cultural events: preferences or opportunities? An analysis of Brazilian consumer data," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 44(3), pages 451-480, September.

    More about this item

    Keywords

    consumo cultural; patrimonio cultural; adicción racional; capital cultural; modelos regularizados;
    All these keywords.

    JEL classification:

    • C25 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions; Probabilities
    • D11 - Microeconomics - - Household Behavior - - - Consumer Economics: Theory
    • H41 - Public Economics - - Publicly Provided Goods - - - Public Goods
    • Z11 - Other Special Topics - - Cultural Economics - - - Economics of the Arts and Literature

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nov:artigo:v:30:y:2020:i:1:p:37-68. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Lucas Resende de Carvalho (email available below). General contact details of provider: https://edirc.repec.org/data/fufmgbr.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.