Hedonic housing prices and environmental quality in Lebanon

The authors apply a hedonic pricing approach using a unique data set from Lebanon. To account for non-linearities in pricing, the authors use three different functional regression forms for the hedonic model approach. The authors also deal with potential omitted variable bias by estimating a hedonic...

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Main Author: Marrouch, Walid (author)
Other Authors: Sayour, Nagham (author)
Format: article
Published: 2021
Online Access:http://hdl.handle.net/10725/17320
https://doi.org/10.1108/IJHMA-08-2020-0100
http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.php
https://www.emerald.com/ijhma/article/14/5/953/133429/Hedonic-housing-prices-and-environmental-quality
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author Marrouch, Walid
author2 Sayour, Nagham
author2_role author
author_facet Marrouch, Walid
Sayour, Nagham
author_role author
dc.creator.none.fl_str_mv Marrouch, Walid
Sayour, Nagham
dc.date.none.fl_str_mv 2021
2021-01-11
2025-10-03T07:05:32Z
2025-10-03T07:05:32Z
dc.identifier.none.fl_str_mv 1753-8270
http://hdl.handle.net/10725/17320
https://doi.org/10.1108/IJHMA-08-2020-0100
Marrouch, W., & Sayour, N. (2021). Hedonic housing prices and environmental quality in Lebanon. International Journal of Housing Markets and Analysis, 14(5), 953-968.
http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.php
https://www.emerald.com/ijhma/article/14/5/953/133429/Hedonic-housing-prices-and-environmental-quality
dc.language.none.fl_str_mv en
dc.relation.none.fl_str_mv International Journal of Housing Markets and Analysis
dc.rights.*.fl_str_mv info:eu-repo/semantics/openAccess
dc.title.none.fl_str_mv Hedonic housing prices and environmental quality in Lebanon
dc.type.none.fl_str_mv Article
info:eu-repo/semantics/publishedVersion
info:eu-repo/semantics/article
description The authors apply a hedonic pricing approach using a unique data set from Lebanon. To account for non-linearities in pricing, the authors use three different functional regression forms for the hedonic model approach. The authors also deal with potential omitted variable bias by estimating a hedonic frontier specification. Findings The authors find that, in all specifications, air pollution negatively and significantly affects housing prices. The estimated marginal willingness to pay for a one microgram per cubic meter change in particulate matter (PM10) concentration ranges between 2.88% and 3.18% of mean housing prices. The authors also provide evidence of a negative pricing gradient away from the city center, landing support for the monocentric urban development hypothesis. Research limitations/implications Given the lack of a data set linking household socioeconomic characteristics with housing data, the authors only consider the first-stage hedonic model. Practical implications The proposed hedonic pricing regression approximates a housing pricing equation that can be used by policymakers. Social implications The findings suggest that pollution is a significant factor in household behavior in Lebanon. Originality/value This paper adds to the scant literature studying the effects of air pollution on housing prices in developing countries. To the best of the authors’ knowledge, this is the first paper to study the impact of pollution on housing prices in a country in the Middle East and North Africa Region.
eu_rights_str_mv openAccess
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id LAURepo_0e721853f8baa50ab71bc166b39cc6e2
identifier_str_mv 1753-8270
Marrouch, W., & Sayour, N. (2021). Hedonic housing prices and environmental quality in Lebanon. International Journal of Housing Markets and Analysis, 14(5), 953-968.
language_invalid_str_mv en
network_acronym_str LAURepo
network_name_str Lebanese American University repository
oai_identifier_str oai:laur.lau.edu.lb:10725/17320
publishDate 2021
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spelling Hedonic housing prices and environmental quality in LebanonMarrouch, WalidSayour, NaghamThe authors apply a hedonic pricing approach using a unique data set from Lebanon. To account for non-linearities in pricing, the authors use three different functional regression forms for the hedonic model approach. The authors also deal with potential omitted variable bias by estimating a hedonic frontier specification. Findings The authors find that, in all specifications, air pollution negatively and significantly affects housing prices. The estimated marginal willingness to pay for a one microgram per cubic meter change in particulate matter (PM10) concentration ranges between 2.88% and 3.18% of mean housing prices. The authors also provide evidence of a negative pricing gradient away from the city center, landing support for the monocentric urban development hypothesis. Research limitations/implications Given the lack of a data set linking household socioeconomic characteristics with housing data, the authors only consider the first-stage hedonic model. Practical implications The proposed hedonic pricing regression approximates a housing pricing equation that can be used by policymakers. Social implications The findings suggest that pollution is a significant factor in household behavior in Lebanon. Originality/value This paper adds to the scant literature studying the effects of air pollution on housing prices in developing countries. To the best of the authors’ knowledge, this is the first paper to study the impact of pollution on housing prices in a country in the Middle East and North Africa Region.Published2025-10-03T07:05:32Z2025-10-03T07:05:32Z20212021-01-11Articleinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article1753-8270http://hdl.handle.net/10725/17320https://doi.org/10.1108/IJHMA-08-2020-0100Marrouch, W., & Sayour, N. (2021). Hedonic housing prices and environmental quality in Lebanon. International Journal of Housing Markets and Analysis, 14(5), 953-968.http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.phphttps://www.emerald.com/ijhma/article/14/5/953/133429/Hedonic-housing-prices-and-environmental-qualityenInternational Journal of Housing Markets and Analysisinfo:eu-repo/semantics/openAccessoai:laur.lau.edu.lb:10725/173202025-10-03T07:05:32Z
spellingShingle Hedonic housing prices and environmental quality in Lebanon
Marrouch, Walid
status_str publishedVersion
title Hedonic housing prices and environmental quality in Lebanon
title_full Hedonic housing prices and environmental quality in Lebanon
title_fullStr Hedonic housing prices and environmental quality in Lebanon
title_full_unstemmed Hedonic housing prices and environmental quality in Lebanon
title_short Hedonic housing prices and environmental quality in Lebanon
title_sort Hedonic housing prices and environmental quality in Lebanon
url http://hdl.handle.net/10725/17320
https://doi.org/10.1108/IJHMA-08-2020-0100
http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.php
https://www.emerald.com/ijhma/article/14/5/953/133429/Hedonic-housing-prices-and-environmental-quality