J 2026

Spatial–Economic Patterns of Housing Demand in Cross-Border Metropolitan Regions: A Composite Residential Pressure Index for Austrian Municipalities

CAGÁŇOVÁ, Dagmar; Miko YU; Lukáš VARTIAK and Lucia BALKOVÁ

Basic information

Original name

Spatial–Economic Patterns of Housing Demand in Cross-Border Metropolitan Regions: A Composite Residential Pressure Index for Austrian Municipalities

Authors

CAGÁŇOVÁ, Dagmar; Miko YU; Lukáš VARTIAK and Lucia BALKOVÁ

Edition

Journal of Architectural and Planning Research, LOCKE SCIENCE PUBL, 2026, 0738-0895

Other information

Type of outcome

Article in a journal

Confidentiality degree

is not subject to a state or trade secret

References:

Impact factor

Impact factor: 0.439 in 2019

Marked to be transferred to RIV

No

Organization unit

NEWTON University

Keywords in English

housing pressure; cross-border mobility; metropolitan region; spatial analysis

Tags

International impact, Reviewed
Changed: 16/7/2026 22:06, prof. Mgr. Dagmar Cagáňová, PhD.

Abstract

In the original language

Background: Cross-border mobility has become an increasingly important factor shaping regional development in Europe, particularly in metropolitan regions where labor markets and residential systems extend beyond national boundaries. These processes may generate spatially differentiated housing pressure in municipalities located within cross-border metropolitan regions. Aim: This study analyzes housing pressure in Austrian municipalities and examines its spatial patterns in the context of cross-border mobility and metropolitan integration. Methods: The analysis is based on the construction of a composite Residential Pressure Index (IRT) that captures key drivers of local housing demand. The index integrates demographic and functional indicators related to population change, household dynamics, commuting intensity and the presence of foreign residents. Using municipal-level data for Austria, the study combines principal component analysis with spatial analysis techniques, including global Moran’s I and Local Indicators of Spatial Association (LISA), to identify spatial clusters of housing pressure. Results: The results reveal significant spatial autocorrelation and clear regional differentiation in residential dynamics. High levels of housing pressure are particularly concentrated in municipalities located in eastern Austria, especially within the functional hinterland of the Vienna–Bratislava metropolitan region. These patterns reflect the influence of cross-border mobility, commuting flows, and suburbanization, which shape residential development in metropolitan border regions. Contribution: By developing a composite index that captures multidimensional residential processes, the study provides a methodological framework for the spatial analysis of housing pressure and highlights the role of cross-border metropolitan integration in shaping local housing dynamics. Limitations: The analysis is limited by the availability of detailed municipal-level housing market data, such as housing prices, rents, and housing supply, which could provide a more direct measure of housing market pressures.