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Table 8 Rotated component matrix for factor analysis

From: The integration of smallholders in agricultural value chain activities and food security: evidence from rural Tanzania

Variable Factor 1 Factor 2 Factor 3 Factor 4
Produce collectively (n) 0.80    
Process collectively (n) 0.69    
Sell collectively (n) 0.56    
Initial processing (n) 0.59    0.38
Off-farm wage employment (n)   -0.64 0.32  
Mobile phone cash expenditure per month (PPP US$)   0.60   
Non-farm self-employment (n)    0.66  
Average months of storage (n)   0.31 -0.61  
Total number of livestock owned (TLU)   0.31   0.76
Subsistence share (%)   -0.38   0.56
  1. 1Total variance explained 53.61% (factor 1: 18.2%, factor 2: 12.7%, factor 3: 11.5% and factor 4: 11.2%)
  2. 2Keiser-Meyer-Olkin (KMO) measure of sampling adequacy: (0.57), Bartlett’s test of sphericity: (0.000)
  3. 3Loadings <0.30 are not displayed, for clarity