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ETHIOPIAN DEVELOPMENT
                                         RESEARCH INSTITUTE




Prices and Quality in Food Retail in Addis
                     Authors
                     By Thomas Woldu (MSc) [IFPR/ESSP II],
                         Girum Abebe (PhD) [EDRI],
                         Indra Lamoot (PhD) [IFPRI/ESSP II]
                         Bart Minten (PhD) [IFPRI/ESSP II]

                     Ethiopian Economic Association
                     Conference
                     July 19-21, 2012
                     Addis Ababa


                                                                 1
Introduction
• We look in this study at food retail practices in the city
  of Addis Ababa
• Three reasons that motivate this study:
1. Urban food retail is important: a) Almost all residents
   of Addis rely on the retail market for their food; b) A
   large number of people make their living from
   employment in this sector; c) Given increasing
   urbanization, the volume of people relying on this
   market is quickly growing over time.


                                                               2
Introduction
2. Policy interest. Government often intervenes in these
   markets and there is thus large interest to understand the
   exact functioning;
   – For example, the government would like to know which retail
     outlets are the most important in distributing different food
     products to better tailor their potential interventions.
3. Modern retail outlets (like supermarkets/minimarkets) are
   quickly emerging and spreading throughout the city.
   – This may have implications on the prices and quality of food in
     the market as well as upstream implications on producers.



                                                                       3
Fast growth rate in penetration of
                                  modern retail outlets
Number of outlets opened
                      40
                      30
                      20
                      10
                      0




                             1992/93-   1997/98-   2002/03-   2007/08-
                             1997/98    2002/03    2007/08    2011/12


                                                                         4
Research questions

• What is the importance of different retail outlets in
  urban food distribution?
• What is the quality and price that different retail outlets
  sell?
• What is the potential implication of the emergence of
  modern retail (defined as having at least one cash
  register and self-service) on prices and quality of food in
  the market?


                                                                5
Sample set-up

• 10 sub-cities in Addis: half of them randomly selected
  (after geographical stratification)
• Choose 4 main cereals, 5 main fruits and vegetables, and 4
  processed foods
• Collected census data on the importance of different
  outlets in each sub-city
• Randomly selected outlets to be interviewed
• Survey was done in April – May 2012
• Survey collected detailed information on turnover, prices,
  and quality of products (among other information)


                                                               6
Data
Food products     Retail outlet type      No. Obs.   Sampling              Remark
Cereals           Supermarkets            160
   Teff           Consumer Coop.          109
   Maize          Private commercial      2             All in in the      5 sub-cities out of 10
   Wheat          farms                                  sub- city              in the city
   Sorghum        Kebele shops            7
Fruit and Veg.
                  Etfruit shops           29
   Potato
                  Flour Mills             264        All in the selected
   Tomato
                                                           kebeles
   Onion
                  Regular shops           201           10 randomly
   Banana                                                                   4 kebeles out of 10
                  Fruits and Vegetable    187         sampled in each
   Orange                                                                    (on average) in a
                  grocery shops                            kebele
Processed foods                                                                   sub-city
   Edible Oil     Cereal shops            61            5 randomly
   Sugar          Baltena shops           99          sampled in each
   Shiro                                                   kebele
   Berbere        Gulit (Micro Sellers)   107         3 in each ketene     2 ketenas out of 5 (on
                                                                            average) per kebele
Total                                     1226

                                                                                                  7
Results
• What is the market share of modern retail outlets?
                                Cereals
  1
  .8
  .6
  .4
  .2
  0




        Maize              Sorghum        Teff                wheat
            Supermarkets                  Consumer Cooperatives
            Kebele Shops                  Flour Mills
            Cereal Shops                  Modern Outlets
            Others
                                                                      8
1
.8
.6
.4
.2
0
             Fruits and Vegetables




     Onion           Orange       Potato                Tomato
       Supermarkets                        Regular Shops
       F&V Grocery Shops                   Micro sellers of F&V (Gulit)
       Private Commercial Farms            Etfruit
       Modern Outlets                      Others
1
.8
.6
.4
.2
0                  Processed Foods




     Berbere               Edible Oil   Shiro               Sugar

          Supermarkets                  Consumer Cooperatives
          Kebele Shops                  Cereal Shops
          Regular Shops                 Private Commercial Farms
          Etfruit                       Baltena Shops
          Modern Outlets                Others
Results
• Quality comparison by retail outlet
                       Modern            Kebele shop          Flour mill
              Maize    91 % white        60 % white           64 % white
  Cereals              100 % packed      0 % packed           0 % packed
              Wheat    86 % white        83 % white           80 % white
                       100 % packed      33 % is packed       0 % is packed
                       Modern            F&V grocery          Gulit (Micro
                                         shop                 sellers)
               Onion   74 % first grade 31 % first grade      9 % is first grade
 Fruits and
              Banana   6 % high level of 11 % high level of   33 % high level
 Vegetables
                       rotting           rotting              of rotting




                                                                               11
Results
• Quality comparison
             Outlets        Modern          Consumer Kebele          Regular
                                            cooperative shop         shop

             Edible oil     80 % best oil   Less than      25 % best Less than
 Processed   (The best oils                 4 % best oil   oil       30 % best
   foods     defined as                                              oil
             olive,
             soya bean and
             sunflower oil)
             Berbere        86 %            40 %           0%        68 %
                            branded         branded        branded   branded



                                                                                 12
Results
Price comparisons
• We run hedonic price regression for each product
• Price in Birr/kg is dependent variable
• Right-hand variable are type of retail outlet, location
  (with dummies for sub-cities), quality indicators, and
  time of survey (with a dummy to differentiate the data
  collected before and after Ethiopian Easter)




                                                        13
Results
• Price comparisons (hedonic price regressions)
            Without controlling for quality indictors Controlling for several quality indictors
Variables     Teff     Wheat       Maize Sorghum        Teff      Wheat       Maize Sorghum
               (1)       (2)         (3)        (4)     (5)          (6)       (7)        (8)
Modern         Na     9.48*** 29.68***                  Na       5.64*** 28.71***
MM & RS       2.00    3.34*** 8.00***                  -0.01        1.82
Cons Cop.     0.47     -1.67        0.03      -0.19    -0.94       -0.47      0.17       0.57
Kble shop     1.03     -1.25       -0.15      -0.93    -0.40       -2.52      0.11
Flour Mills   0.90     -1.11       -0.09       0.02    -0.38       -1.21      -0.06      0.44
No. Obs.     1,042      603         452        338     1,003        368        350       231


Notes: Outlet type dummies are included in all the regressions; standard errors are in
parenthesis [* 10% significance levels; ** 5% significance levels ;* ** 1 percent significance
levels], MM & RS=Minimarkets and Regular shops; Kble shop=Kebele Shops; No.
Obs.=Number of observations


                                                                                                 14
Results
Price comparisons
            Without controlling for quality indictors   Controlling for several quality indictors
  Variables Potato Tomato Banana Onion Orange Potato Tomato Banana Onion Orange
              (1)    (2)    (3)   (4)    (5)    (6)    (7)    (8)    (9)  (10)
   Modern 3.15*** 1.89*    0.79 1.09* 3.44     0.53   1.20   0.44   0.64  2.71
  MM & RS 1.84** -0.27          0.64   -0.15    3.18    -0.20   -0.27     0.39    -0.02     2.92
F & V shops 1.15      -0.52     0.17   -0.15    0.44    -0.87   -0.60     0.01    -0.07     1.18
Gulit (M.S.) 0.66     -1.39    -0.83   -0.04            -1.30   -1.11    -0.56     0.20
       P C F 3.50*** 2.64**    -0.00   -0.56   -0.00     1.44   2.23*    -0.65    -0.55     0.14
   No. Obs. 297        330      201     386     105      253     327      201      378       90

 Notes: Outlet type dummies are included in all the regressions; standard errors are in
 parenthesis [* 10% significance levels ;** 5% significance levels ;*** 1 percent
 significance levels] ; MM & RS=Minimarkets and Regular Shops; F & V =Fruits and
 Vegetables; M.S.=Micro sellers; PCF= Private Commercial Farms; No. Obs.=Number of
 observations.


                                                                                              15
Results
  Price comparisons
            Without controlling for quality indictors   Controlling for several quality indictors


Variables Edible oil   Shiro  Berbere Sugar Edible oil   Shiro                 Berbere   Sugar
             (1)        (2)     (3)    (4)     (6)         (7)                    (8)      (9)
Modern 46.57*** 20.34*** 23.05*** 0.46 26.55*** 17.47***                      23.86***    0.13
MM & RS    13.29     4.76*** -5.67*** 0.20   10.93      3.25***                -5.06**    0.08
Con. Cop.   -6.28    -15.0*** -17.7** -0.32   7.62     -17.98***              -18.15** -0.45***
No. Obs.   1,210        689     570    313   1,185        653                    538      312

  Notes: Outlet type dummies are included in all the regressions; standard errors are in
  parenthesis [* 10% significance levels; ** 5% significance levels; *** 1 percent
  significance levels]; MM & RS=Minimarkets and Regular Shops, Con. Cop.=Consumer
  Cooperatives; No. Obs.=Number of observations.




                                                                                                16
Results

• Important quality differences in market
• Location effect exists sometimes but not for all products
• Time effect important for some products (prices
  significantly decline after the Easter period)




                                                          17
Conclusion
• There is a large variation in food retail outlets in Addis
  that all focus on different products
• Consumer cooperatives are very important for wheat,
  sugar and edible oil; prices are mostly lower than in
  other outlets but rationing issues exist (running out of
  supplies and queuing)
• Modern retail is still a very small niche market




                                                           18
Conclusion
• Significant variation of prices among different outlets;
   – Modern retail outlets in general charge higher prices
• However, there are also important differences in quality;
   – Modern retail outlets offer in general better quality foods
• For cereals and processed foods
   – Modern retail outlet charge higher price controlling for quality




                                                                        19
Thank you!
This is work in progress.
  More results later!




                            20

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Prices and quality in food retail in addis

  • 1. ETHIOPIAN DEVELOPMENT RESEARCH INSTITUTE Prices and Quality in Food Retail in Addis Authors By Thomas Woldu (MSc) [IFPR/ESSP II], Girum Abebe (PhD) [EDRI], Indra Lamoot (PhD) [IFPRI/ESSP II] Bart Minten (PhD) [IFPRI/ESSP II] Ethiopian Economic Association Conference July 19-21, 2012 Addis Ababa 1
  • 2. Introduction • We look in this study at food retail practices in the city of Addis Ababa • Three reasons that motivate this study: 1. Urban food retail is important: a) Almost all residents of Addis rely on the retail market for their food; b) A large number of people make their living from employment in this sector; c) Given increasing urbanization, the volume of people relying on this market is quickly growing over time. 2
  • 3. Introduction 2. Policy interest. Government often intervenes in these markets and there is thus large interest to understand the exact functioning; – For example, the government would like to know which retail outlets are the most important in distributing different food products to better tailor their potential interventions. 3. Modern retail outlets (like supermarkets/minimarkets) are quickly emerging and spreading throughout the city. – This may have implications on the prices and quality of food in the market as well as upstream implications on producers. 3
  • 4. Fast growth rate in penetration of modern retail outlets Number of outlets opened 40 30 20 10 0 1992/93- 1997/98- 2002/03- 2007/08- 1997/98 2002/03 2007/08 2011/12 4
  • 5. Research questions • What is the importance of different retail outlets in urban food distribution? • What is the quality and price that different retail outlets sell? • What is the potential implication of the emergence of modern retail (defined as having at least one cash register and self-service) on prices and quality of food in the market? 5
  • 6. Sample set-up • 10 sub-cities in Addis: half of them randomly selected (after geographical stratification) • Choose 4 main cereals, 5 main fruits and vegetables, and 4 processed foods • Collected census data on the importance of different outlets in each sub-city • Randomly selected outlets to be interviewed • Survey was done in April – May 2012 • Survey collected detailed information on turnover, prices, and quality of products (among other information) 6
  • 7. Data Food products Retail outlet type No. Obs. Sampling Remark Cereals Supermarkets 160 Teff Consumer Coop. 109 Maize Private commercial 2 All in in the 5 sub-cities out of 10 Wheat farms sub- city in the city Sorghum Kebele shops 7 Fruit and Veg. Etfruit shops 29 Potato Flour Mills 264 All in the selected Tomato kebeles Onion Regular shops 201 10 randomly Banana 4 kebeles out of 10 Fruits and Vegetable 187 sampled in each Orange (on average) in a grocery shops kebele Processed foods sub-city Edible Oil Cereal shops 61 5 randomly Sugar Baltena shops 99 sampled in each Shiro kebele Berbere Gulit (Micro Sellers) 107 3 in each ketene 2 ketenas out of 5 (on average) per kebele Total 1226 7
  • 8. Results • What is the market share of modern retail outlets? Cereals 1 .8 .6 .4 .2 0 Maize Sorghum Teff wheat Supermarkets Consumer Cooperatives Kebele Shops Flour Mills Cereal Shops Modern Outlets Others 8
  • 9. 1 .8 .6 .4 .2 0 Fruits and Vegetables Onion Orange Potato Tomato Supermarkets Regular Shops F&V Grocery Shops Micro sellers of F&V (Gulit) Private Commercial Farms Etfruit Modern Outlets Others
  • 10. 1 .8 .6 .4 .2 0 Processed Foods Berbere Edible Oil Shiro Sugar Supermarkets Consumer Cooperatives Kebele Shops Cereal Shops Regular Shops Private Commercial Farms Etfruit Baltena Shops Modern Outlets Others
  • 11. Results • Quality comparison by retail outlet Modern Kebele shop Flour mill Maize 91 % white 60 % white 64 % white Cereals 100 % packed 0 % packed 0 % packed Wheat 86 % white 83 % white 80 % white 100 % packed 33 % is packed 0 % is packed Modern F&V grocery Gulit (Micro shop sellers) Onion 74 % first grade 31 % first grade 9 % is first grade Fruits and Banana 6 % high level of 11 % high level of 33 % high level Vegetables rotting rotting of rotting 11
  • 12. Results • Quality comparison Outlets Modern Consumer Kebele Regular cooperative shop shop Edible oil 80 % best oil Less than 25 % best Less than Processed (The best oils 4 % best oil oil 30 % best foods defined as oil olive, soya bean and sunflower oil) Berbere 86 % 40 % 0% 68 % branded branded branded branded 12
  • 13. Results Price comparisons • We run hedonic price regression for each product • Price in Birr/kg is dependent variable • Right-hand variable are type of retail outlet, location (with dummies for sub-cities), quality indicators, and time of survey (with a dummy to differentiate the data collected before and after Ethiopian Easter) 13
  • 14. Results • Price comparisons (hedonic price regressions) Without controlling for quality indictors Controlling for several quality indictors Variables Teff Wheat Maize Sorghum Teff Wheat Maize Sorghum (1) (2) (3) (4) (5) (6) (7) (8) Modern Na 9.48*** 29.68*** Na 5.64*** 28.71*** MM & RS 2.00 3.34*** 8.00*** -0.01 1.82 Cons Cop. 0.47 -1.67 0.03 -0.19 -0.94 -0.47 0.17 0.57 Kble shop 1.03 -1.25 -0.15 -0.93 -0.40 -2.52 0.11 Flour Mills 0.90 -1.11 -0.09 0.02 -0.38 -1.21 -0.06 0.44 No. Obs. 1,042 603 452 338 1,003 368 350 231 Notes: Outlet type dummies are included in all the regressions; standard errors are in parenthesis [* 10% significance levels; ** 5% significance levels ;* ** 1 percent significance levels], MM & RS=Minimarkets and Regular shops; Kble shop=Kebele Shops; No. Obs.=Number of observations 14
  • 15. Results Price comparisons Without controlling for quality indictors Controlling for several quality indictors Variables Potato Tomato Banana Onion Orange Potato Tomato Banana Onion Orange (1) (2) (3) (4) (5) (6) (7) (8) (9) (10) Modern 3.15*** 1.89* 0.79 1.09* 3.44 0.53 1.20 0.44 0.64 2.71 MM & RS 1.84** -0.27 0.64 -0.15 3.18 -0.20 -0.27 0.39 -0.02 2.92 F & V shops 1.15 -0.52 0.17 -0.15 0.44 -0.87 -0.60 0.01 -0.07 1.18 Gulit (M.S.) 0.66 -1.39 -0.83 -0.04 -1.30 -1.11 -0.56 0.20 P C F 3.50*** 2.64** -0.00 -0.56 -0.00 1.44 2.23* -0.65 -0.55 0.14 No. Obs. 297 330 201 386 105 253 327 201 378 90 Notes: Outlet type dummies are included in all the regressions; standard errors are in parenthesis [* 10% significance levels ;** 5% significance levels ;*** 1 percent significance levels] ; MM & RS=Minimarkets and Regular Shops; F & V =Fruits and Vegetables; M.S.=Micro sellers; PCF= Private Commercial Farms; No. Obs.=Number of observations. 15
  • 16. Results Price comparisons Without controlling for quality indictors Controlling for several quality indictors Variables Edible oil Shiro Berbere Sugar Edible oil Shiro Berbere Sugar (1) (2) (3) (4) (6) (7) (8) (9) Modern 46.57*** 20.34*** 23.05*** 0.46 26.55*** 17.47*** 23.86*** 0.13 MM & RS 13.29 4.76*** -5.67*** 0.20 10.93 3.25*** -5.06** 0.08 Con. Cop. -6.28 -15.0*** -17.7** -0.32 7.62 -17.98*** -18.15** -0.45*** No. Obs. 1,210 689 570 313 1,185 653 538 312 Notes: Outlet type dummies are included in all the regressions; standard errors are in parenthesis [* 10% significance levels; ** 5% significance levels; *** 1 percent significance levels]; MM & RS=Minimarkets and Regular Shops, Con. Cop.=Consumer Cooperatives; No. Obs.=Number of observations. 16
  • 17. Results • Important quality differences in market • Location effect exists sometimes but not for all products • Time effect important for some products (prices significantly decline after the Easter period) 17
  • 18. Conclusion • There is a large variation in food retail outlets in Addis that all focus on different products • Consumer cooperatives are very important for wheat, sugar and edible oil; prices are mostly lower than in other outlets but rationing issues exist (running out of supplies and queuing) • Modern retail is still a very small niche market 18
  • 19. Conclusion • Significant variation of prices among different outlets; – Modern retail outlets in general charge higher prices • However, there are also important differences in quality; – Modern retail outlets offer in general better quality foods • For cereals and processed foods – Modern retail outlet charge higher price controlling for quality 19
  • 20. Thank you! This is work in progress. More results later! 20