Virtual Environments and Augmented Reality Applied to Heritage Education. An Evaluative Study
Abstract
:1. Introduction
1.1. Virtual Reality and Augmented Reality Applied to Heritage Education
1.2. This Study
- SO1: To analyse the typology of heritage education programs which use VR, AR, or virtual environments.
- SO2: To evaluate the quality of the educational design of heritage education programs which specify the use of virtual environments, AR and VR in their planning.
- SO3: To analyse the correlations between the quality standards of these heritage education programs.
- SO4: To differentiate the quality of the programs according to whether they are publicly or privately owned, the specificity of the program and the category of heritage in which these digital resources are implemented.
2. Materials and Methods
2.1. Sample
2.2. Data Collection Tool
2.3. Data Analysis
3. Results
3.1. Typology of Programs
3.2. Assessment of the Quality of the Programs
3.3. Correlations in the Assessment of the Quality of the Programs
3.4. Hypothesis Testing
3.4.1. Public/Private
3.4.2. Specificity of the Program
3.4.3. Type of Project
4. Discussion and Conclusions
Author Contributions
Funding
Conflicts of Interest
References
- Pineiro, V.; Jose, J.; Rodríguez, I. Identity-related implications of the dissemination of cultural heritage through the Internet: A study based on Framing Theory. Commun. Soc. 2018, 31, 1–21. [Google Scholar]
- Feldman, J. Memorylands: Heritage and Identity in Europe Today. Am. Ethnol. 2017, 44, 145–146. [Google Scholar] [CrossRef]
- Chng, K.S.; Narayanan, S. Culture and social identity in preserving cultural heritage: An experimental study. Int. J. Soc. Econ. 2017, 44, 1078–1091. [Google Scholar] [CrossRef]
- Enhuber, M. Art, space and technology: How the digitisation and digitalisation of art space affect the consumption of art—A critical approach. Digit. Creat. 2015, 26, 121–137. [Google Scholar] [CrossRef]
- Osuna, S.; López, J. Educommunicative evaluation model in virtual education. Opción 2015, 31, 832–853. [Google Scholar]
- Ibáñez-Etxeberria, A.; Kortabitarte, A. Apps, Redes Sociales Y Dispositivos Móviles En Educación Patrimonial. 2006. Available online: http://www.culturaydeporte.gob.es/planes-nacionales/dam/jcr:4cc8d5a2-3084-409e-a134-b46b62f7126e/apps-y-socialmedia-en-educacionpatrimonial.pdf (accessed on 13 March 2019).
- Chrast, O.; Beseda, J. New technologies and new ICT and gamification-based approaches for the cultural heritage education and comparison of their use in some Czech Republic’s cultural heritage sites, cultural monuments and virtual museums. In Proceedings of the DISCO, 13 International Conference on Overcoming the Challenges and Barriers in Open Education, Prague, Czech Republic, 25–26 June 2018; pp. 401–411. [Google Scholar]
- Grammatikopoulou, A.; Laraba, S.; Sahbenderoglu, O.; Dimitropoulos, K.; Douka, S.; Grammalidis, N. An adaptive framework for the creation of exergames for intangible cultural heritage (ICH) education. J. Comput. Educ. 2019, 6, 417–450. [Google Scholar] [CrossRef]
- García-Fernández, J.; Mateus, L. Solution supporting the communication of the built heritage: Semi-automatic production path to transfer semantic LIDAR data to Minecraft environment. Digit. Appl. Archaeol. Cult. Herit. 2019, 14, e00112. [Google Scholar] [CrossRef]
- Barrado-Timón, D.A.; Hidalgo-Giralt, C. The Historical City, Its Transmission and Perception via Augmented Reality and Virtual Reality and the Use of the Past as a Resource for the Present: A New Era for Urban Cultural Heritage and Tourism? Sustainability 2019, 11, 2835. [Google Scholar] [CrossRef] [Green Version]
- McGovern, E.; Moreira, G.; Luna-Nevarez, C. An application of virtual reality in education: Can this technology enhance the quality of students’ learning experience? J. Educ. Bus. 2019, 1–7. [Google Scholar] [CrossRef]
- Rivas, Y.C.; Valdivieso, P.A.V.; Rodríguez, M.A.Y. Virtual reality and 21st century education. Int. Res. J. Manag. IT Soc. Sci. 2020, 7, 37–44. [Google Scholar]
- Rivero, P.; Feliu, M. Aplicaciones de la arqueología virtual para la Educación Patrimonial: Análisis de tendencias e investigaciones. Estudios Pedagógicos 2017, 43, 319–330. [Google Scholar] [CrossRef] [Green Version]
- Zhang, Y.; Han, M.; Chen, W. The strategy of digital scenic area planning from the perspective of intangible cultural heritage protection. EURASIP J. Image Video Process. 2018, 1, 130. [Google Scholar] [CrossRef]
- Petrucco, C.; Agostini, D. Teaching our cultural heritage using mobile augmented reality. J. E Learn. Knowl. Soc. 2016, 12, 115–128. [Google Scholar]
- Chang, K.; Chang, C.; Hou, H.; Sung, Y.; Chao, H.; Lee, C. Development and behavioral pattern analysis of a mobile guide system with augmented reality for painting appreciation instruction in an art museum. Comput. Educ. 2014, 71, 185–197. [Google Scholar] [CrossRef]
- Furata, H.; Takahashi, K.; Nakatsu, K.; Ishibashi, K.; Aira, M. A mobile application system for sightseeing guidance using augmented reality. In Proceedings of the 6th International Conference on Soft Computing and Intelligent Systems and the 13th International Symposium on Advanced Intelligence Systems, Kobe, Japan, 20–24 November 2012. [Google Scholar]
- Chatzidimitris, T.; Kavakli, E.; Economou, M.; Gavalas, D. Mobile Augmented Reality edutainment applications for cultural institutions. In Proceedings of the 4th International Conference on Information, Intelligence, Systems and Applications—IISA 2013, Mikrolimano, Greece, 10–12 July 2013. [Google Scholar]
- Angelopoulou, A.; Economou, D.; Bouki, V.; Psarrou, A.; Jin, L.; Pritchard, C.; Kolyda, F. Mobile Augmented Reality for Cultural Heritage. In Mobile Wireless Middleware, Operating Systems, and Applications, Proceedings of the 4th International ICST Conference, Mobilware, London, UK, 22–24 June 2011, 1st ed.; Venkatasubramanian, N., Getov, V., Steglich, S., Eds.; Springer: New York, NY, USA, 2011; pp. 15–22. [Google Scholar]
- Perra, C.; Grigoriou, E.; Liotta, A.; Song, W.; Usai, C.; Giusto, D. Augmented reality for cultural heritage education. In Proceedings of the 2019 IEEE 9th International Conference on Consumer Electronics, ICCE, Berlin, Germany, 8–11 September 2019; pp. 333–336. [Google Scholar]
- Cozzani, G.; Pozzi, F.; Dagnino, F.M.; Katos, A.V.; Katsouli, E.F. Innovative technologies for intangible cultural heritage education and preservation: The case of i-Treasures. Pers. Ubiquitous Comput. 2017, 21, 253–265. [Google Scholar] [CrossRef]
- Arias-Espinoza, P.; Medina-Carrión, A.; Robles-Bykbaev, V.; Robles-Bykbaev, Y.; Pesántez-Avilés, F.; Ortega, J.; Matute, D.; Roldán-Monsalve, V. e-Pumapunku: An Interactive App to Teach Children the Cañari and Inca Indigenous Cultures During Guided Museum Visits. In Proceedings of the 2018 Congreso Internacional De Innovación Y Tendencias En Ingeniería (CONIITI), Bogota, Colombia, 3–5 October 2018; pp. 1–5. [Google Scholar]
- Economou, M.; Meintani, E. Promising beginnings? Evaluating museum mobile phone apps. In Proceedings of the Conference Given in the Congress ‘Re-Thinking Technology in Museums, Emerging Experiences’, University of Limerick, Limerick, Ireland, 26–27 May 2011; Available online: http://eprints.gla.ac.uk/104173/ (accessed on 13 March 2019).
- Maietti, F.; Di Giulio, R.; Medici, M.; Ferrari, F.; Ziri, A.E.; Turillazzi, B.; Bonsma, P. Documentation, Processing, and Representation of Architectural Heritage through 3D Semantic Modelling: The INCEPTION Project. In Impact of Industry 4.0 on Architecture and Cultural Heritage; IGI Global: Hershey, PA, USA, 2020; pp. 202–238. [Google Scholar]
- Maietti, F.; Piaia, E.; Mincolelli, G.; Di Giulio, R.; Imbesi, S.; Marchi, M.; Giacobone, G.A.; Brunoro, S. Accessing and Understanding Cultural Heritage through Users Experience within the INCEPTION Project. In Digital Heritage. Progress in Cultural Heritage: Documentation, Preservation, and Protection: EuroMed. Lecture Notes in Computer Science, Nicosia, Cyprus, 29 October–3 November 2018; Ioannides, M., Fink, E., Brumana, R., Patias, P., Doulamis, A., Martins, J., Wallace, M., Eds.; Springer: Cham, Switzerland, 2018; Volume 11196. [Google Scholar]
- BOCyL. ORDEN EDU/832/2015, De 2 De Octubre, Por la que se regula el proyecto denominado “FORMapps” para la implantación de nuevas metodologías de formación permanente del profesorado en su competencia digital, en centros educativos sostenidos con fondos públicos de la comunidad de castilla y león 2015. Available online: http://bocyl.jcyl.es/boletines/2015/10/14/pdf/BOCYL-D-14102015-1.pdf (accessed on 20 September 2019).
- Grande, A.; de Andalucía, J. Proyecto Baetica, Programa Educativo Andaluz 2006. Available online: http://www.culturaclasica.com/files/proyecto_baetica.pdf (accessed on 20 September 2019).
- Pierdicca, R.; Frontoni, E.; Puggioni, M.P.; Malinverni, E.S.; Paolanti, M. Evaluating Augmented and Virtual Reality in Education through a User-Centered Comparative Study: SmartMarca Project. In Virtual and Augmented Reality in Education, Art, and Museums; IGI Global: Hershey, PA, USA, 2020; pp. 229–261. [Google Scholar] [CrossRef]
- Frontoni, E.; Paolanti, M.; Puggioni, M.; Pierdicca, R.; Sasso, M. Measuring and Assessing Augmented Reality Potential for Educational Purposes: SmartMarca Project. In International Conference on Augmented Reality, Virtual Reality and Computer Graphics; Springer: Cham, Switzerland, 2019; pp. 319–334. [Google Scholar]
- Ibáñez-Etxeberria, A.; Fontal, O.; Rivero, P. Educación Patrimonial y TIC en España: Marco normativo, variables estructurantes y programas referentes. Arbor 2018, 194, 448. [Google Scholar] [CrossRef] [Green Version]
- Vicent, N.; Rivero, P.; Feliu, M. Arqueología y tecnologías digitales en Educación Patrimonial. Educatio Siglo XXI 2015, 33, 83–102. [Google Scholar] [CrossRef]
- Gómez-Redondo, C.; Fontal, O.; Ibáñez-Etxeberria, A. Procesos de patrimonialización e identización patrimonial con uso de TIC en torno al arte contemporáneo. Artnodes 2016, 17, 52–63. [Google Scholar]
- Ibáñez-Etxeberria, A.; Kortabitarte, A.; De Castro, P.; Gillate, I. Digital competence using heritage theme apps in the DigComp framework. Revista Electrónica Interuniversitaria De Formación Del Profesorado 2019, 22, 13–27. [Google Scholar] [CrossRef]
- Luna, Ú.; Ibáñez Etxeberría, A.; Rivero, P. El patrimonio aumentado. 8 apps de Realidad Aumentada para la enseñanza-aprendizaje del patrimonio (The augmented heritage. 8 apps of Augmented Reality for the heritage teaching-learning). Revista Interuniversitaria De Formacion Del Profesorado 2019, 94, 43–62. [Google Scholar]
- Luna, U.; Rivero, P.; Vicent, N. Augmented reality in heritage apps: Current trends in Europe. Appl. Sci. 2019, 9, 2756. [Google Scholar] [CrossRef] [Green Version]
- Ibrahim, N.; Ali, N.M.; Yatim, N.F.M. Factors facilitating cultural learning in virtual architectural heritage environments: End user perspective. J. Comput. Cult. Herit. 2015, 8, 1–20. [Google Scholar] [CrossRef]
- Romanelli, M. Museums creating value and developing intellectual capital by technology: From virtual environments to Big Data. Meditari Account. Res. 2018, 26, 483–498. [Google Scholar] [CrossRef]
- Kosmas, P.; Galanakis, G.; Constantinou, V.; Drossis, G.; Christofi, M.; Klironomos, I.; Zaphiris, P.; Antona, M.; Stephanidis, C. Enhancing accessibility in cultural heritage environments: Considerations for social computing. Univers. Access Inf. Soc. 2019, 1–12. [Google Scholar] [CrossRef] [Green Version]
- Fontal, O. The Spanish heritage education observatory/El observatorio de educación patrimonial en España. Cult. Educ. 2016, 28, 254–266. [Google Scholar] [CrossRef]
- Fontal, O.; García-Ceballos, S.; Arias Martínez, B.; Arias González, V. Assessing the Quality of Heritage Education Programs: Construction and Calibration of the Q-Edutage Scale. Revista De Psicodidáctica 2019, 24, 31–38. [Google Scholar] [CrossRef]
- Ministerio de Educación, Cultura y Deporte Plan Nacional De Educación Y Patrimonio. Available online: https://sede.educacion.gob.es/publiventa/d/20704C/19/0 (accessed on 27 January 2020).
- Stake, R. Evaluación Comprensiva. Evaluación Basada En Estándares; Ed. Grao: Barcelona, Spain, 2006. [Google Scholar]
- Escobar-Pérez, J.; Cuervo-Martínez, A. Validez de contenido y juicio de expertos: Una aproximación a su utilización. Avances En Medición 2008, 6, 27–36. [Google Scholar]
- Hernández-Sampieri, R.H.; Fernández-Collado, C.; Baptista-Lucio, P. Metodología De La Investigación; McGraw-Hill: Mexico City, Mexico, 2003. [Google Scholar]
- Fontal, O.; García-Ceballos, S. Evaluación de programas de Educación Patrimonial: Estándares de calidad. ENSAYOS, Revista De La Facultad De Educación De Albacete 2019, 34, 1–15. Available online: http://www.revista.uclm.es/index.php/ensayos (accessed on 16 April 2019).
- González, J.; Pazmiño, M. Cálculo e interpretación del Alfa de Cronbach para el caso de validación de la consistencia interna de un cuestionario, con dos posibles escalas tipo Likert. Revista Publicando 2015, 2, 62–77. [Google Scholar]
- Oviedo, H.C.; Campo-Arias, A. Aproximación al uso del coeficiente alfa de Cronbach; An Approach to the Use of Cronbach’s Alfa. Revista Colombiana De Psiquiatría 2005, 34, 572–580. [Google Scholar]
- Marín-Cepeda, S.; García-Ceballos, S.; Vicent, N.; Gillate, I.; Gómez-Redondo, C. Educación Patrimonial Inclusiva en OEPE: Un estudio prospectivo. Educación 2017, 375, 110–135. [Google Scholar]
- Fontal, O.; Martínez-Rodríguez, M. Evaluación de programas educativos sobre Patrimonio Cultural Inmaterial. Estudios Pedagógicos 2018, 43, 69–89. [Google Scholar] [CrossRef] [Green Version]
- Pérez Juste, R. La evaluación de programas educativos Conceptos básicos, planteamientos generales y problemática. Revista De Investigación Educativa 2000, 18, 261–287. [Google Scholar]
- Alfonso, I. Elementos conceptuales básicos del proceso de enseñanza-aprendizaje. ACIMED 2003, 11, 16. Available online: http://bvs.sld.cu/revistas/aci/vol11_6_03/aci17603.htm (accessed on 23 April 2019).
- Rivero, P.; Fontal, O.; García-Ceballos, S.; Martínez-Rodríguez, M. A Model for Heritage Education through Archaeological Sites: The Case of the Roman City of Bilbilis. Curator 2018, 61, 315–326. [Google Scholar] [CrossRef]
- Cuenca, J.M. El Patrimonio En La Didáctica De Las Ciencias Sociales: Análisis De Concepciones, Dificultades Y Obstáculos Para Su Integración En La Enseñanza Obligatoria. Ph.D. Thesis, University of Huelva, Huelva, Spain, 2002. [Google Scholar]
- Desantes, M. Hacia una visión holística del Patrimonio Cultural. RIIPAC 2013, 3, 1–22. [Google Scholar]
- Heyd, T. Nature, culture, and natural heritage: Toward a culture of nature. Environ. Ethics 2005, 27, 339–354. [Google Scholar] [CrossRef]
- Fontal, O.; Ibáñez-Etxeberria, A. Strategies and Tools for Heritage Education in Spain. Educatio Siglo XXI 2015, 33, 15–32. [Google Scholar]
- Fontal, O. Educación patrimonial: Retrospectiva y prospectivas para la próxima década. Estudios Pedagógicos 2016, 42, 415–436. [Google Scholar] [CrossRef] [Green Version]
- Gómez-Redondo, C.; Calaf, R.; Fontal, O. Design of an instrument of analysis for heritage educational resources. Cadmo 2017, 1, 63–80. [Google Scholar] [CrossRef]
- Carceller, I. La realidad aumentada como herramienta de enriquecimiento del proceso de aprendizaje. Edetania. Estudios Y Propuestas Socioeducativas 2020, 56, 169–184. [Google Scholar]
- Jung, T.; tom Dieck, M.C.; Lee, H.; Chung, N. Effects of Virtual Reality and Augmented Reality on Visitor Experiences in Museum. In Information and Communication Technologies in Tourism; Inversini, A., Schegg, R., Eds.; Springer: Cham, Switzerland, 2016. [Google Scholar]
- Castro Calviño, L.; López-Facal, R. Heritage education: Felt needs of the teachers of preschool, primary and secondary education. RIFOP 2019, 94, 97–114. [Google Scholar]
Item | Standard | Coding |
---|---|---|
i01 | Contact information with the management and/or design team, planning and implementation. | Contact |
i02 | Descriptors that define the program. | Descriptors |
i03 | Holistic conception of heritage in its nature (material and immaterial) and its qualities (archaeological, historical, documentary, artistic, etc.). | Heritage |
i04 | Specification of the type/typology of the project developed (educational program, educational project, educational design, educational action, isolated activity, etc.). | Typology |
i05 | Description of the bases, principles, and criteria on which the program is established. | Criteria |
i06 | Specification of the target audience. | Audience |
i07 | Incorporation of documentary annexes (memory, images, videos, teaching materials, etc.). | Annexes |
i08 | Project justification. | Justification |
i09 | Description of the objectives to be achieved in the development of the program. | Objectives |
i10 | Presentation of the contents of the program. | Contents |
i11 | Methodological approach and teaching and learning strategies. | Methodology |
i12 | Definition of resources, formats, media, and technology used. | Resources |
i13 | Determination of assessment systems or tools. | Evaluation |
i14 | Evaluation of the impact and repercussion of the proposal. | Impact and Repercussion |
Cronbach’s alpha | Standardized Cronbach’s alpha |
---|---|
0.91 | 0.91 |
Guttman L1 | Guttman L2 | Guttman L3 | Guttman L4 | Guttman L5 | Guttman L6 |
---|---|---|---|---|---|
0.84 | 0.91 | 0.91 | 0.95 | 0.89 | 0.92 |
Code | Heritage category | Frequency |
---|---|---|
1 | Cultural | 111 |
2 | Immaterial | 29 |
4 | Natural and cultural heritage | 14 |
6 | Monuments: Architectonic works | 10 |
7 | Monuments: Archaeology | 9 |
5 | Archaeological sites | 7 |
3 | Places: created by man | 6 |
9 | Digital heritage | 5 |
8 | Monuments: Pictorial works | 2 |
10 | Monuments: Cave art | 1 |
11 | Ensembles: Isolated constructions | 1 |
12 | Monuments: Group of elements of importance | 1 |
13 | Cultural and natural | 1 |
Code | Typology | Frequency |
---|---|---|
2 | Educational project | 42 |
1 | Educational program | 36 |
3 | Educational design | 24 |
4 | Educational resource | 24 |
9 | Research project | 10 |
5 | Educational tool | 9 |
6 | Educational action | 9 |
16 | Course | 9 |
8 | Workshop | 7 |
15 | Scientific event | 6 |
11 | Competition | 5 |
12 | Educational itinerary/route/visit | 5 |
13 | Plan | 4 |
14 | Net | 4 |
7 | Isolated activity | 3 |
10 | Improvement project | 0 |
17 | Social networks | 0 |
Statistic | i01 | i02 | i03 | i04 | i05 | i06 | i07 | i08 | i09 | i10 | i11 | i12 | i13 | i14 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Number | 197 | 197 | 197 | 197 | 197 | 197 | 197 | 197 | 197 | 197 | 197 | 197 | 197 | 197 |
Minimum | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 2.00 |
Maximum | 4.00 | 4.00 | 4.00 | 4.00 | 4.00 | 4.00 | 4.00 | 4.00 | 4.00 | 4.00 | 4.00 | 4.00 | 4.00 | 4.00 |
Median | 3.00 | 3.00 | 2.00 | 3.00 | 2.00 | 2.00 | 1.00 | 2.00 | 2.00 | 2.00 | 2.00 | 2.00 | 1.00 | 2.00 |
Average | 3.24 | 2.63 | 2.01 | 3.13 | 2.36 | 2.19 | 1.64 | 2.42 | 2.30 | 2.35 | 2.30 | 2.08 | 1.47 | 2.27 |
Variance (n) | 0.60 | 0.99 | 0.84 | 0.88 | 1.01 | 0.65 | 1.04 | 0.95 | 0.67 | 1.15 | 1.19 | 1.08 | 0.69 | 0.31 |
Typical deviation (n) | 0.77 | 1.00 | 0.92 | 0.94 | 1.01 | 0.81 | 1.02 | 0.98 | 0.82 | 1.07 | 1.09 | 1.04 | 0.83 | 0.56 |
Asymmetry (Pearson) | −0.57 | −0.10 | 0.49 | −0.77 | 0.20 | 0.56 | 1.25 | 0.09 | 0.45 | 0.28 | 0.27 | 0.46 | 1.63 | 1.92 |
Variables | i01 | i02 | i03 | i04 | i05 | i06 | i07 | i08 | i09 | i10 | i11 | i12 | i13 | i14 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
i01 | 1.00 | |||||||||||||
i02 | 0.25 | 1.00 | ||||||||||||
i03 | 0.25 | 0.41 | 1.00 | |||||||||||
i04 | 0.29 | 0.29 | 0.40 | 1.00 | ||||||||||
i05 | 0.19 | 0.53 | 0.50 | 0.34 | 1.00 | |||||||||
i06 | 0.22 | 0.32 | 0.33 | 0.26 | 0.35 | 1.00 | ||||||||
i07 | 0.19 | 0.39 | 0.40 | 0.25 | 0.53 | 0.36 | 1.00 | |||||||
i08 | 0.17 | 0.50 | 0.48 | 0.31 | 0.88 | 0.34 | 0.59 | 1.00 | ||||||
i09 | 0.21 | 0.41 | 0.33 | 0.29 | 0.60 | 0.37 | 0.51 | 0.56 | 1.00 | |||||
i10 | 0.25 | 0.33 | 0.37 | 0.27 | 0.59 | 0.39 | 0.53 | 0.55 | 0.67 | 1.00 | ||||
i11 | 0.27 | 0.36 | 0.40 | 0.33 | 0.59 | 0.46 | 0.50 | 0.59 | 0.56 | 0.53 | 1.00 | |||
i12 | 0.20 | 0.40 | 0.49 | 0.33 | 0.54 | 0.37 | 0.52 | 0.54 | 0.56 | 0.56 | 0.62 | 1.00 | ||
i13 | 0.21 | 0.39 | 0.47 | 0.26 | 0.49 | 0.36 | 0.41 | 0.45 | 0.49 | 0.39 | 0.50 | 0.52 | 1.00 | |
i14 | 0.24 | 0.33 | 0.39 | 0.24 | 0.41 | 0.33 | 0.52 | 0.44 | 0.38 | 0.30 | 0.49 | 0.38 | 0.49 | 1.00 |
Variables | i01 | i02 | i03 | i04 | i05 | i06 | i07 | i08 | i09 | i10 | i11 | i12 | i13 | i14 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
i01 | 0.00 | |||||||||||||
i02 | 0.00 | 0.00 | ||||||||||||
i03 | 0.00 | <0.01 | 0.00 | |||||||||||
i04 | <0.01 | <0.01 | <0.01 | 0.00 | ||||||||||
i05 | 0.07 | <0.01 | <0.01 | <0.01 | 0.00 | |||||||||
i06 | 0.02 | <0.01 | <0.01 | 0.00 | <0.01 | 0.00 | ||||||||
i07 | 0.07 | <0.01 | <0.01 | 0.00 | <0.01 | <0.01 | 0.00 | |||||||
i08 | 0.02 | <0.01 | <0.01 | <0.01 | <0.01 | <0.01 | <0.01 | 0.00 | ||||||
i09 | 0.03 | <0.01 | <0.01 | <0.01 | <0.01 | <0.01 | <0.01 | <0.01 | 0.00 | |||||
i10 | 0.00 | <0.01 | <0.01 | 0.00 | <0.01 | <0.01 | <0.01 | <0.01 | <0.01 | 0.00 | ||||
i11 | 0.00 | <0.01 | <0.01 | <0.01 | <0.01 | <0.01 | <0.01 | <0.01 | <0.01 | <0.01 | 0.00 | |||
i12 | 0.04 | <0.01 | <0.01 | <0.01 | <0.01 | <0.01 | <0.01 | <0.01 | <0.01 | <0.01 | <0.01 | 0.00 | ||
i13 | 0.04 | <0.01 | <0.01 | 0.00 | <0.01 | <0.01 | <0.01 | <0.01 | <0.01 | <0.01 | <0.01 | <0.01 | 0.00 | |
i14 | 0.01 | <0.01 | <0.01 | 0.01 | <0.01 | <0.01 | <0.01 | <0.01 | <0.01 | <0.01 | <0.01 | <0.01 | <0.01 | 0.00 |
Variable | Observations | Minimum | Maximum | Mean | Typical dev. |
---|---|---|---|---|---|
i09 | Public | 144.00 | 1.00 | 4.00 | 2.34 | 0.86 |
i09 | Private | 53.00 | 1.00 | 4.00 | 2.21 | 0.69 |
i10 | Public | 144.00 | 1.00 | 4.00 | 2.35 | 1.09 |
i10 | Private | 53.00 | 1.00 | 4.00 | 2.36 | 1.04 |
i11 | Public | 144.00 | 1.00 | 4.00 | 2.33 | 1.11 |
i11 | Private | 53.00 | 1.00 | 4.00 | 2.23 | 1.05 |
i12 | Public | 144.00 | 1.00 | 4.00 | 2.03 | 1.04 |
i12 | Private | 53.00 | 1.00 | 4.00 | 2.21 | 1.04 |
i13 | Public | 144.00 | 1.00 | 4.00 | 1.51 | 0.85 |
i13 | Private | 53.00 | 1.00 | 4.00 | 1.36 | 0.76 |
Variable | Observations | Minimum | Maximum | Average | Typical dev. |
---|---|---|---|---|---|
i09 | General | 113.00 | 1.00 | 4.00 | 2.42 | 0.84 |
i09 | Specific | 84.00 | 1.00 | 4.00 | 2.15 | 0.77 |
i10 | General | 113.00 | 1.00 | 4.00 | 2.51 | 1.04 |
i10 | Specific | 84.00 | 1.00 | 4.00 | 2.13 | 1.08 |
i11 | General | 113.00 | 1.00 | 4.00 | 2.47 | 1.11 |
i11 | Specific | 84.00 | 1.00 | 4.00 | 2.08 | 1.03 |
i12 | General | 113.00 | 1.00 | 4.00 | 2.11 | 1.09 |
i12 | Specific | 84.00 | 1.00 | 4.00 | 2.05 | 0.98 |
i13 | General | 113.00 | 1.00 | 4.00 | 1.47 | 0.88 |
i13 | Specific | 84.00 | 1.00 | 4.00 | 1.46 | 0.77 |
Variable | Observations | Minimum | Maximum | Average | Typical dev. |
---|---|---|---|---|---|
i10 | 1 | 36.00 | 1.00 | 4.00 | 2.19 | 0.89 |
i10 | 2 | 42.00 | 1.00 | 4.00 | 2.33 | 1.14 |
i10 | 3 | 24.00 | 2.00 | 4.00 | 3.25 | 0.85 |
i10 | 4 | 24.00 | 1.00 | 4.00 | 2.08 | 1.10 |
i10 | 5 | 9.00 | 1.00 | 4.00 | 2.00 | 1.32 |
i10 | 6 | 9.00 | 1.00 | 4.00 | 2.22 | 1.09 |
i10 | 7 | 3.00 | 1.00 | 2.00 | 1.33 | 0.58 |
i10 | 8 | 7.00 | 1.00 | 4.00 | 2.00 | 1.15 |
i10 | 9 | 10.00 | 1.00 | 3.00 | 1.90 | 0.88 |
i10 | 11 | 5.00 | 2.00 | 3.00 | 2.40 | 0.55 |
i10 | 12 | 5.00 | 1.00 | 3.00 | 2.00 | 0.71 |
i10 | 13 | 4.00 | 1.00 | 3.00 | 2.00 | 0.82 |
i10 | 14 | 4.00 | 1.00 | 4.00 | 2.25 | 1.50 |
i10 | 15 | 6.00 | 1.00 | 4.00 | 3.00 | 1.10 |
i10 | 16 | 9.00 | 1.00 | 4.00 | 2.89 | 1.05 |
i11 | 1 | 36.00 | 1.00 | 4.00 | 2.64 | 0.99 |
i11 | 2 | 42.00 | 1.00 | 4.00 | 2.33 | 1.20 |
i11 | 3 | 24.00 | 1.00 | 4.00 | 3.08 | 0.97 |
i11 | 4 | 24.00 | 1.00 | 4.00 | 1.96 | 0.91 |
i11 | 5 | 9.00 | 1.00 | 4.00 | 1.89 | 1.17 |
i11 | 6 | 9.00 | 1.00 | 4.00 | 2.33 | 1.00 |
i11 | 7 | 3.00 | 1.00 | 2.00 | 1.33 | 0.58 |
i11 | 8 | 7.00 | 1.00 | 3.00 | 1.71 | 0.76 |
i11 | 9 | 10.00 | 1.00 | 4.00 | 2.40 | 1.17 |
i11 | 11 | 5.00 | 1.00 | 3.00 | 2.00 | 1.00 |
i11 | 12 | 5.00 | 1.00 | 2.00 | 1.40 | 0.55 |
i11 | 13 | 4.00 | 2.00 | 4.00 | 2.50 | 1.00 |
i11 | 14 | 4.00 | 1.00 | 4.00 | 1.75 | 1.50 |
i11 | 15 | 6.00 | 1.00 | 3.00 | 2.00 | 0.89 |
i11 | 16 | 9.00 | 1.00 | 4.00 | 1.78 | 0.97 |
© 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
Share and Cite
Ibañez-Etxeberria, A.; Gómez-Carrasco, C.J.; Fontal, O.; García-Ceballos, S. Virtual Environments and Augmented Reality Applied to Heritage Education. An Evaluative Study. Appl. Sci. 2020, 10, 2352. https://doi.org/10.3390/app10072352
Ibañez-Etxeberria A, Gómez-Carrasco CJ, Fontal O, García-Ceballos S. Virtual Environments and Augmented Reality Applied to Heritage Education. An Evaluative Study. Applied Sciences. 2020; 10(7):2352. https://doi.org/10.3390/app10072352
Chicago/Turabian StyleIbañez-Etxeberria, Alex, Cosme J. Gómez-Carrasco, Olaia Fontal, and Silvia García-Ceballos. 2020. "Virtual Environments and Augmented Reality Applied to Heritage Education. An Evaluative Study" Applied Sciences 10, no. 7: 2352. https://doi.org/10.3390/app10072352