Understanding factors associated with agricultural mechanization: A Bangladesh case

•Adoption of small-scale farm machinery types is interrelated.•Machinery use includes both ownership and hire of machinery services.•Better-off households are more likely to use farm machinery.•Improving female farmer education enhances the uptake of farm machinery.