Abstract
Housing quality is assessed through housing annoyance but it is generally assessed partially. Identifying some sources of annoyance can lead to vulnerability to other disturbances. Bandung city as a city with the largest vertical residential supply in Indonesia is facing a transformative phase towards high-density housing. At the same time, online user reviews has become a way to identify individual's perception of a product/service. By considering ratings in online user reviews as the level of dissatisfaction, researchers have identified the quality of vertical housing by reviewing the relationship between housing annoyance, housing satisfaction attached to annoyance (then called SAA), rating, and the occupancy attitudes. Data was collected from 468 online apartment user reviews on Google Map. The review and rating text data was analysed qualitatively using content analysis. The relationships between the evaluation of housing quality and attitude were analysed by using correspondence analysis. From the analysis, there are three groups of apartment housing quality, namely the aspects of requirements, supplementary, and complementary. The requirement aspect relates to the unavailability of basic residential needs which consists of disturbances that threaten safety and security, physiological annoyance, and poor management. The unavailability of basic needs causes a person not to recommend or even move to a better residential unit/apartment. The supplementary aspect indicates the supporting aspects of good residential quality, which include functional flexibility, aesthetics and good comfort, strategic location, large economic benefits, and good management. The complementary aspect represents good physical management and service. If the supplementary and complementary aspects are fulfilled, users will recommend the apartment to the others.
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References
Amérigo, M., & Aragones, J. I. (1997). A theoretical and methodological approach to the study of residential satisfaction. Journal of Environmental Psychology, 17(1), 47–57.
Ayataç, H., & Türk, Ş. (2009). An assessment of quality of place (QoP) research for Istanbul. ITU A| Z, 6, 77–93.
Babalola, O. D., Ibem, E. O., Olotuah, A. O., & Opoko, A. P. (2019). Housing quality and its predictors in public residential estates in Lagos, Nigeria. Environment Development and Sustainability. Springer Netherlands.
Baiden, P., Arku, G., Luginaah, I., & Asiedu, A. B. (2011). An assessment of residents’ housing satisfaction and co** in Accra, Ghana. Journal Public Health, 19, 29–37.
Beyer, A., Kamin, S. T., & Lang, F. R. (2017). Housing in old age: Dynamical interactions between neighborhood attachment, neighbor annoyance, and residential satisfaction. Journal of Housing for the Elderly, 31(4), 382–393.
Bonnefoy, X., Braubach, M., Krapavickaite, D., Ormandy, D., & Zurlyte, I. (2003). Housing conditions and self-reported health status: A study in panel block buildings in three cities of Eastern Europe. Journal of Housing and the Built Environment, 18(4), 329–352.
BPS. (2019). Statistik Perumahan dan Permukiman 2019. Jakarta
Campagna, G. (2016). Linking crowding, housing inadequacy, and perceived housing stress. Journal of Environmental Psychology. https://doi.org/10.1016/j.jenvp.2016.01.002
Cao, Q., Duan, W., & Gan, Q. (2011). Exploring determinants of voting for the “helpfulness” of online user reviews: A text mining approach. Decision Support Systems, 50(2), 511–521. https://doi.org/10.1016/j.dss.2010.11.009
Carnemolla, P., & Bridge, C. (2020). A sco** review of home modification interventions—Map** the evidence base. Indoor and Built Environment, 29(3), 299–310. https://doi.org/10.1177/1420326X18761112
Chen, N. C., Dwyer, L., & Firth, T. (2018). Residents’ place attachment and word-of-mouth behaviours: A tale of two cities. Journal of Hospitality and Tourism Management, 36, 1–11.
Creswell, J. W. (2012). Educational research: Planning, conducting, and evaluating quantitative and qualitative research (4th ed.). Pearson Education.
Dellarocas, C. (2003). The digitization of word of mouth: Promise and challenges of online feedback mechanisms. Management Science, 49(10), 1407–1424. https://doi.org/10.1016/j.jfineco.2005.06.009
Elsinga, M., & Hoekstra, J. (2005). Homeownership and housing satisfaction. Journal of Housing and the Built Environment, 20(4), 401–424.
Evans, G. W. (2003). The built environment and mental health. Journal of Urban Health, 80(4), 536–555.
Evans, G. W., & Cohen, S. (2004). Environmental stress. In C. Spielberger (Ed.), Encyclopedia of applied psychology (pp. 815–824). Elsevier.
Evans, G. W., Lepore, S. J., & Schroeder, A. (1996). The role of interior design elements in human responses to crowding. Journal of Personality and Social Psychology, 70(1), 41–46.
Evans, G. W., Wells, N. M., Chan, H. Y. E., & Saltzmand, H. (2000). Housing quality and mental health. Journal of Consulting and Clinical Psychology, 68(3), 526–530.
Evans, G. W., Wells, N. M., & Moch, A. (2003). Housing and mental health: A review of the evidence and a methodological and conceptual critique. Journal of Social Issues, 59(3), 475–500.
Fausset, C. B., Kelly, A. J., Rogers, W. A., & Fisk, A. D. (2011). Challenges to aging in place: Understanding home maintenance difficulties. Journal of Housing for the Elderly, 25(2), 125–141.
Feldman, R., & Sanger, J. (2007). The text mining handbook: advanced approaches in analyzing unstructured data. Cambridge university press.
Gillis, A. S. (2013). The 5 V’s of Big Data. Best’s Review. Retrieved from https://www.ibm.com/blogs/watson-health/the-5-vs-of-big-data/
Hsieh, H. F., & Shannon, S. E. (2005). Three approaches to qualitative content analysis. Qualitative Health Research, 15(9), 1277–1288. https://doi.org/10.1177/1049732305276687
Hu, N., Koh, N. S., & Reddy, S. K. (2014). Ratings lead you to the product, reviews help you clinch it? The dynamics and impact of online review sentiments on products sales. Decision Support Systems, 57(1), 42–53. https://doi.org/10.1016/j.dss.2013.07.009
Huang, Z., & Du, X. (2015). Assessment and determinants of residential satisfaction with public housing in Hangzhou, China. Habitat International, 47, 218–230. https://doi.org/10.1016/j.habitatint.2015.01.025
Huang, Y., Li, Z., & Huang, Y. (2022). User perception of public parks: A pilot study integrating spatial social media data with park management in the City of Chicago. Land, 11(2), 211.
Ibem, E. O., & Aduwo, E. B. (2013). Assessment of residential satisfaction in public housing in Ogun State, Nigeria. Habitat International Journal, 40, 163–175.
Kangur, S. (2015). The importance of street trees—Perception and preferences by urban residents. Estonian University of Life Sciences Institute.
Kim, M., & Kim, C. (2017). Analyzing architectural history terminologies by text mining and association analysis. Journal of Digital Convergence, 15(1), 443–452.
Kim, M. J., Ohk, K., & Moon, C. S. (2017). Trend analysis by using text mining of journal articles regarding consumer policy. New Physics: Sae Mulli, 67(5), 555–561. https://doi.org/10.3938/NPSM.67.555
Kohlbacher, F. (2006). The use of qualitative content analysis in case study research. Forum Qualitative Sozialforschung/Forum: Qualitative Social Research, 7(1), 21.
Kouvo, A., & Haverinen, R. (2017). Dealing with disturbances: Intervention and adaptation in Finnish neighbourhoods. Urban Studies, 54(16), 3755–3771.
Krippendorf, K. (1989). Content analysis. In E. Barnouw, G. Gerbner, W. Schramm, T. L. Worth, & L. Gross (Eds.), The international encyclopedia of political communication (Vol. 1, pp. 403–407). https://doi.org/10.1002/9781118541555.wbiepc065
Kurniati, F., Sakina, B., Immanuel, A., & Theolifus. (2015). Adaptation pattern of social interaction from horizontal to vertical housing study case in Industri Dalam and Cigugur Tengah Flat. In I-Dwell—International Conference on Dwelling Form (pp. 65–87).
Laszlo, H. E., Mcrobie, E. S., Stansfeld, S. A., & Hansell, A. L. (2012). Annoyance and other reaction measures to changes in noise exposure—A review. Science of the Total Environment Journal, 436–436, 551–562. https://doi.org/10.1016/j.scitotenv.2012.06.112
Lejeune, Z., Xhignesse, G., Kryvobokov, M., & Teller, J. (2016). Housing quality as environmental inequality: The case of Wallonia, Belgium. Journal of Housing and the Built Environment, 31(3), 495–512. https://doi.org/10.1007/s10901-015-9470-5
Lepore, S. J., & Evans, G. W. (1996). Co** with multiple stressors in the environment. In M. Zeidner & N. S. Endler (Eds.), Handbook of co**: Theory, research, applications (pp. 350–377). Wiley.
Li, H. N., Chau, C. K., & Tang, S. K. (2010). Can surrounding greenery reduce noise annoyance at home? Science of the Total Environment, 408(20), 4376–4384.
Li, J., Li, D., Ning, X., Sun, J., & Du, H. (2019). Residential satisfaction among resettled tenants in public rental housing in Wuhan, China. Journal of Housing and the Built Environment, 34, 1125–1148.
Li, J., & Liu, Z. (2018). Housing stress and mental health of migrant populations in urban China. Cities, 81, 172–179.
Lindvall, T., & Radford, E. P. (1973). Measurement of annoyance due to exposure to environmental factors. Environmental Research, 6, 1–36.
Lynch, K. (1960). The image of the city (Vol. 11). Berlin: MIT Press.
Maslow, A. H. (1970). Motivation and personality, Vol. 7 (3rd ed.). Harper & Row.
Masoudinejad, S., & Hartig, T. (2018). Window view to the sky as a restorative resource for residents in densely populated cities. Environment and Behavior, 52(4), 1–36.
Meng, G., & Hall, G. B. (2006). Assessing housing quality in metropolitan Lima, Peru. Journal of Housing and the Built Environment, 21(4), 413–439. https://doi.org/10.1007/s10901-006-9058-1
Miedema, H. M. E., & Ham, J. M. (1988). Odour annoyance in residential areas. Atmospheric Environment, 22(11), 2501–2507.
Ministry of Public Works and Public Housing. (2015). Rencana Strategis Kementrian Pekerjaan Umum dan Perumahan Rakyat Tahun 2015–2019. Jakarta.
Mohit, M. A., Ibrahim, M., & Rashid, Y. R. (2010). Assessment of residential satisfaction in newly designed public low-cost housing in Kuala Lumpur, Malaysia. Habitat International, 34(1), 18–27.
Munawir, X. X., Koerniawan, M. D., & Dewancker, B. J. (2019). Visitor perceptions and effectiveness of place branding strategies in thematic parks in Bandung City using text mining based on google maps user reviews. Sustainability, 11(2123), 1–20. https://doi.org/10.3390/SU11072123
Neuendorf, K. A., & Kumar, A. (2015). Content analysis. The International Encyclopedia of Political Communication, 1(May), 1–10. https://doi.org/10.1002/9781118541555.wbiepc065
Nowacki, M., & Kowalczyk-Anioł, J. (2022). Experiencing islands: Is sustainability reported in tourists’ online reviews? Journal of Ecotourism. https://doi.org/10.1080/14724049.2022.2041648
Oliveira, C., Brochado, A., Moro, S., & Rita, P. (2019). Consumer perception of tourist experience through online reviews: The islands of the senses of Cape Verde. Worldwide Hospitality and Tourism Themes, 11(6), 696–717. https://doi.org/10.1108/WHATT-09-2019-0052
Pacione, M. (1990). Urban liveability: A review. Urban Geography, 11(1), 1–30.
Paramita, B., Fukuda, H., Khidmat, R. P., & Matzarakis, A. (2018). Building configuration of low-cost apartments in Bandung-its contribution to the microclimate and outdoor thermal comfort. Buildings. https://doi.org/10.3390/buildings8090123
Park, E. S., & Kim, J.-E. (2017). A study on the convergence contents analysis of the one-person housing space using text mining method. Journal of the Korean Institute of Culture Architecture, 60, 149–157.
Park, S. H., & Lee, P. J. (2019). How residents in multifamily housing cope with neighbour noise: The role of attitude towards the neighbours. Journal of Community Psychology. https://doi.org/10.1002/jcop.22234
Pettersson, C., Malmqvist, I., Gromark, S., & Wijk, H. (2020). Enablers and barriers in the physical environment of care for older people in ordinary housing: A sco** review. Journal of Housing for the Elderly. https://doi.org/10.1080/02763893.2019.1683671
Poll, H. F. P. M. V. (1997). The perceived quality of the urban residential environment: A multi-attribute evaluation. University of Groningen.
Power, E. R. (2017). Renting with pets: A pathway to housing insecurity? Housing Studies, 3037, 1–25. https://doi.org/10.1080/02673037.2016.1210095
Rahmawati, A. (2018). Hukum apartemen dalam prakteknya di Indonesia. Jurnal Hukum, 34(1), 15–32.
Ren, H., Yuan, N., & Hu, H. (2019). Housing quality and its determinants in rural China: A structural equation model analysis. Journal of Housing and the Built Environment, 34(1), 313–329. https://doi.org/10.1007/s10901-018-9629-y
Rita, P., Ramos, R., Borges-Tiago, M. T., & Rodrigues, D. (2022). Impact of the rating system on sentiment and tone of voice: A Booking.com and TripAdvisor comparison study. International Journal of Hospitality Management, 104(May), 103245. https://doi.org/10.1016/j.ijhm.2022.103245
Robin, M., Matheau-Police, A., & Couty, C. (2007). Development of a scale of perceived environmental annoyances in urban settings. Journal of Environmental Psychology, 27(1), 55–68.
Shoeibi, M., Amraii, I., Mafakheri, A., Karimi, A., & Vandi, A. A. (2015). Analysis of subjective indicators of quality of life in urban areas of Iran (Case study: Sonqor City). Journal of Research in Humanities and Social Science, 3(3), 39–46.
Sidor, C., Kršák, B., Štrba, Ľ, Cehlár, M., Khouri, S., Stričík, M., Dugas, J., Gajdoš, J., & Bolechová, B. (2019). Can location-based social media and online reservation services tell more about local accommodation industries than Open Governmental Data? Sustainability (Switzerland). https://doi.org/10.3390/su11215926
Sinha, R. C., Sarkar, S., & Mandal, N. R. (2017). An overview of key indicators and evaluation tools for assessing housing quality: A literature review. Journal of The Institution of Engineers (India): Series A, 98(3), 337–347. https://doi.org/10.1007/s40030-017-0225-z
Smith, C. A., Smith, C. J., Kearns, R. A., & Abbott, M. W. (1993). Housing stressors, social support and psychological distress. Social Science & Medicine, 37(5), 603–612.
Sparks, B. A., & Browning, V. (2011). The impact of online reviews on hotel booking intentions and perception of trust. Tourism Management, 32(6), 1310–1323. https://doi.org/10.1016/j.tourman.2010.12.011
Srinivas, S., & Rajendran, S. (2018). Topic-based knowledge mining of online student reviews for strategic planning in universities. Computers & Industrial Engineering. https://doi.org/10.1016/j.cie.2018.06.034
Stallen, P. J. M. (1999). A theoretical framework for environmental noise annoyance. Retrieved from http://www.ncbi.nlm.nih.gov/pubmed/12689501
Steg, L., Van der Berg, A., & De Groot, I. (2012). Environmental psychology: An introduction. Wiley-Blackwell.
Sub Direktorat Data dan Informasi. (2020). Realisasi program sejuta rumah di Indonesia tahun 2015-2019. Kementerian Pekerjaan Umum dan Perumahan Rakyat (PUPR): Indonesia. (unpublished)
Teck-Hong, T. (2012). Housing satisfaction in medium- and high-cost housing: The case of Greater Kuala Lumpur, Malaysia. Habitat International, 36(1), 108–116.
Trollé, A., Marquis-Favre, C., & Parizet, É. (2015). Perception and annoyance due to vibrations in dwellings generated from ground transportation: A review. Journal of Low Frequency Noise Vibration and Active Control, 34(4), 413–458.
Undang-Undang Nomor 20 Tahun 2011. (2011). Rumah Susun. Pemerintah Republik Indonesia: Jakarta, Indonesia. https://www.peraturan.bpk.go.id/Home/Details/39256/uu-no-20-tahun-2011
Widya, A. T. (2020). Annoyance and housing adaptation in vertical housing study case: Low-cost and commercial public housing at Bandung City. Institut Teknologi Bandung.
Widya, A. T., Kusuma, H. E., & Lubis, R. A. (2019a). The correlational relationship between residential satisfaction, place attachment, and intention to move: A preliminary study in Belawan, Medan. Journal of Regional and City Planning, 30(3), 191–210.
Widya, A. T., Lubis, R. A., Kusuma, H. E., & Kusyala, D. (2019b). Faktor kepuasan bermukim yang mempengaruhi liveability di Kecamatan Medan Belawan, Kota Medan. Jurnal Permukiman, 14(1), 23–34.
Wong, N. H., Feriadi, H., Lim, P. Y., Tham, K. W., Sekhar, C., & Cheong, K. W. (2002). Thermal comfort evaluation of naturally ventilated public housing in Singapore. Building and Environment, 37(12), 1267–1277.
Yin, D., Bond, S. D., & Zhang, H. (2014). Anxious or angry? Effects of discrete emotions on the perceived helpfulness of online reviews. MIS Qaurterly, 38(2), 539–560.
Yu, J., & Kim, H. S. (2021). A study on the perception of Maratang Restaurants in Busan area through online review analysis. Culinary Science & Hospitality Research, 27(6), 246–255. https://doi.org/10.20878/cshr.2021.27.6.020
Zenker, S., & Rütter, N. (2014). Is satisfaction the key? The role of citizen satisfaction, place attachment and place brand attitude on positive citizenship behavior. Cities, 38, 11–17. https://doi.org/10.1016/j.cities.2013.12.009
Zhan, D., Kwan, M. P., Zhang, W., Fan, J., Yu, J., & Dang, Y. (2018). Assessment and determinants of satisfaction with urban livability in China. Cities, 79, 92–101.
Zhang, F., Zhang, C., & Hudson, J. (2018). Housing conditions and life satisfaction in Urban China. Cities, 81, 35–44.
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Appendix
A1. Keywords, sub-categories, and categories of housing annoyance, SAA, and attitude (Table 4).
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Widya, A.T., Kusuma, H.E. & Lubis, H.A. Exploring housing quality perception and attitude groups through annoyance on vertical public-housing: online user review: case study—apartment in Bandung City, Indonesia. J Hous and the Built Environ 38, 1651–1688 (2023). https://doi.org/10.1007/s10901-022-10001-1
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DOI: https://doi.org/10.1007/s10901-022-10001-1