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Impact Assessment Report: Tanzania · PDF file P4P in Tanzania Tanzania buys from Savings and Credit Cooperatives (SACCOs), SACCOs networks, and Agricultural Marketing Cooperatives

Jun 12, 2020

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  • Impact Assessment Report:

    Tanzania March 2014

    Global Learning Series P4P

  • The Impact of P4P on SACCOs and

    Smallholder Farmers in Tanzania

    March 2014

    Author: Douglas Krieger

  • Assessing the Impact of P4P in Tanzania i

    TABLE OF CONTENTS Executive Summary ........................................................................................................................................................... vi

    Introduction ......................................................................................................................................................................... 1

    Results Framework ............................................................................................................................................................. 3

    FO Capacity .................................................................................................................................................................... 7

    Household Marketing .................................................................................................................................................... 9

    Household Production ................................................................................................................................................ 10

    Household Welfare ...................................................................................................................................................... 10

    Data and Methods ............................................................................................................................................................ 11

    Data Analysis Methods ................................................................................................................................................ 12

    Comparability of P4P and Non-P4P Groups .......................................................................................................... 13

    Comparability of SACCOs ..................................................................................................................................... 13

    Comparability of Households ................................................................................................................................ 13

    P4P in Tanzania ................................................................................................................................................................ 14

    WFP Procurement ....................................................................................................................................................... 15

    Investments in Infrastructure and Equipment ........................................................................................................ 16

    Training .......................................................................................................................................................................... 17

    Impact of P4P on SACCO Capacity ............................................................................................................................. 18

    Impact of P4P on Organizational Capacity ............................................................................................................. 18

    Visual Inspection ..................................................................................................................................................... 19

    DiD Estimates of the Impact of P4P on Organizational Capacity ................................................................. 22

    Impact of P4P on SACCOs’ Marketing Capacity ................................................................................................... 24

    Visual Inspection ..................................................................................................................................................... 24

    Impact of P4P on Household Production, Marketing, and Welfare ........................................................................ 29

    Impact of P4P on Household Maize Marketing ..................................................................................................... 31

    Visual Inspection ..................................................................................................................................................... 31

    DiD Estimates of the Impact of P4P on Household Maize Marketing ......................................................... 33

    Impact of P4P on Household Maize Production ................................................................................................... 35

    Visual Inspection ..................................................................................................................................................... 35

    DiD Estimates of the Impact of P4P on Maize Production ............................................................................ 38

    Impact of P4P on Household Welfare ..................................................................................................................... 39

    Visual Inspection ..................................................................................................................................................... 39

  • Assessing the Impact of P4P in Tanzania ii

    DiD Estimates of the Impact of P4P on Household Welfare ......................................................................... 41

    Conclusions ........................................................................................................................................................................ 41

    Impact of P4P on SACCO Capacity ......................................................................................................................... 42

    Impact of P4P on Household Maize Marketing ..................................................................................................... 45

    Impact of P4P on Household Maize Production ................................................................................................... 47

    Impacts of P4P on Household Welfare .................................................................................................................... 51

    Annexes .............................................................................................................................................................................. 52

    Annex A: Comparison of P4P and Non-P4P SACCOs and Households .......................................................... 53

    Annex B: P4P Treatment Details .............................................................................................................................. 57

  • Assessing the Impact of P4P in Tanzania iii

    LIST OF TABLES AND FIGURES

    Table 1: Household Sample ............................................................................................................................................ 11

    Table 2: Procurement Details ......................................................................................................................................... 16

    Table 3: Investments in Infrastructure and Equipment ............................................................................................. 17

    Table 4: Summary of Training Activities ...................................................................................................................... 17

    Table 6: Covariates Used in Analysis of SACCO Impacts ......................................................................................... 18

    Table 7: DiD Estimates of the Impact of P4P on SACCOs’ Organizational Capacity ......................................... 23

    Table 8: Summary of SACCO Organizational Capacity Results ............................................................................... 24

    Table 9: DiD Estimates of the Impact of P4P on SACCOs’ Marketing Capacity ................................................. 28

    Table 10: Summary of SACCO Marketing Capacity Results ..................................................................................... 28

    Table 11: Covariates in Household Analysis ................................................................................................................ 30

    Table 12: Selected Characteristics of P4P Operational Regions ............................................................................... 31

    Table 13: DiD Estimates of the Impact of P4P on Household Maize Marketing ................................................. 34

    Table 14: Summary of Household Marketing Results ................................................................................................ 34

    Table 15: DiD Estimates of the Impact of P4P on Maize Production Facilitators ............................................... 38

    Table 16: DiD Estimates of the Impact of P4P on Household Maize Production ............................................... 39

    Table 17: DiD Estimates of the Impact of P4P on Household Maize Marketing ................................................. 41

    Table 18: Baseline Differences Between P4P and Non-P4P SACCOs ................................................................... 53

    Table 18: Baseline Differences Between P4P and Non-P4P Households ...........

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