How far do you need to travel in each state to find a shopping mall?
We set out to answer this by analyzing the average distance people in each state travel to reach a mall.
With population-weighted centroids and data from 405 shopping mall locations, this analysis reveals striking differences in accessibility across Malaysia’s states.
Methodology
Our analysis focused on one key factor: the distance from each state’s population-weighted centroid to shopping malls. With this approach, rather than simply using the geometric center of each state, we accounted for population density, weighting the centroid to reflect where people actually live.
Analysis
Each calculation is in kilometers (KM):
W.P. Putrajaya has the shortest average distance to a shopping mall at just 2.2 km. Given its small size of 49 km², it’s no surprise that shopping malls are highly accessible here
Sarawak has the longest average distance to a shopping mall at 190.1 km. This isn’t surprising, given that it’s Malaysia’s largest state, spanning 124,450 km², with 56% of its malls concentrated in Kuching.
Perlis stands out as the only state in Malaysia without any shopping malls.
