Evolving geography of coworking spaces in Pune: drivers of growth in knowledge clusters

Abstract In this study, we analyzed the transformation of coworking geography before and after COVID-19 across 335 locations in Pune and used kernel density to select two clusters for this research. This paper presents an empirical investigation of socioeconomic determinants and lifestyle factors in conjunction with Coworking spaces, along with the behavioral choice factors of coworking spaces as identified in the literature and primary surveys. Empirical investigations using Geographically Weighted Regression (GWR) and Ordinary Least Squares (OLS) are conducted for two knowledge clusters in Kalyani Nagar and Baner, using variables from Census data, OpenStreetMap (OSM), Open Government data, and PCMC data. The analysis reveals that "Lifestyle choice factors", "Hotel Locations", and "Urban built growth rate" have significant impacts on Coworking spaces. Lastly, the paper proposes various recommendations that serve as an impetus for a better, more conducive environment for a prospering knowledge economy through effective and efficient policy measures.

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Publication Details

Journal
Frontiers of Urban and Rural Planning
Published
2026-02-06
DOI
https://doi.org/10.1007/s44243-026-00075-8
Primary Topic
Facilities and Workplace Management
Type
article
Field-Weighted Citation Impact
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article

Evolving geography of coworking spaces in Pune: drivers of growth in knowledge clusters

Vibhore Bakshi, Pragya Meena
Frontiers of Urban and Rural Planning
Facilities and Workplace Management
article

Evolving geography of coworking spaces in Pune: drivers of growth in knowledge clusters

Vibhore Bakshi, Pragya Meena
article en

Abstract

Abstract In this study, we analyzed the transformation of coworking geography before and after COVID-19 across 335 locations in Pune and used kernel density to select two clusters for this research. This paper presents an empirical investigation of socioeconomic determinants and lifestyle factors in conjunction with Coworking spaces, along with the behavioral choice factors of coworking spaces as identified in the literature and primary surveys. Empirical investigations using Geographically Weighted Regression (GWR) and Ordinary Least Squares (OLS) are conducted for two knowledge clusters in Kalyani Nagar and Baner, using variables from Census data, OpenStreetMap (OSM), Open Government data, and PCMC data. The analysis reveals that "Lifestyle choice factors", "Hotel Locations", and "Urban built growth rate" have significant impacts on Coworking spaces. Lastly, the paper proposes various recommendations that serve as an impetus for a better, more conducive environment for a prospering knowledge economy through effective and efficient policy measures.

Frontiers of Urban and Rural PlanningVol. 4(1)
Indian Institute of Technology Roorkee (IN), Savitribai Phule Pune University (IN)
Sustainable cities and communities
Openalex Percentile: Top 71%
Facilities and Workplace Management
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Evolving geography of coworking spaces in Pune: drivers of growth in knowledge clusters — Vibhore Bakshi, Pragya Meena · Frontiers of Urban and Rural Planning (2026) | TGRS Research Map | TGRS