新的远程工作环境中的住房选择.pdf

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1、COLLABORATE.INNOVATE.EDUCATE.Housing Choice in an Evolving Remote Work LandscapeDale RobbennoltAngela HaddadAupal MondalChandra BhatCOLLABORATE.INNOVATE.EDUCATE.Research TeamDale RobbennoltAngela HaddadAupal MondalChandra R.Bhat2COLLABORATE.INNOVATE.EDUCATE.Outline Introduction and Motivation Backgr

2、ound Study in Context Methodology Results Implications3COLLABORATE.INNOVATE.EDUCATE.Introduction:Remote Work Remote workers may reevaluate factors important to housing choices Physical proximity to the workplace may no longer be as important a determinant of residential choice Fully remote work grew

3、 from 7%to 62%in 2020 and 20214COLLABORATE.INNOVATE.EDUCATE.Background:Joint Modeling Discrete choice models are the dominant method for studying housing choice Residential location and dwelling unit attributes can be considered together when individual houses are taken as outcomes Instead,partition

4、 the choice along several dimensions and consider each separately within a joint model5COLLABORATE.INNOVATE.EDUCATE.Background:Joint modelingCommute DistanceTenure TypeNumber of BedroomsPresence of Patio or YardHousing TypePackage Housing DecisionCrime RateSchool QualityAmenities RatingMedian Housin

5、g CostPopulation Density6COLLABORATE.INNOVATE.EDUCATE.Background:Joint modeling Accounting for correlations between outcomes in a joint model allows us to estimate endogenous effects between outcomesHousing TypeNumber of BedroomsCorrelationEndogenous Effect7COLLABORATE.INNOVATE.EDUCATE.Current Study

6、 in ContextMain contributions are:Estimate a joint model of housing outcomes allowing for correlations and endogenous effects between decision variables Incorporate latent construct for the propensity to telework to account for changing employment preferences Analyze relative importance of each outc