Consumption Patterns, Market and Value Chain Analysis of Fish in Gauteng Province, South Africa (doi:10.7910/DVN/ZDGJ7S)

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Part 2: Study Description
Part 3: Data Files Description
Part 4: Variable Description
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Document Description

Citation

Title:

Consumption Patterns, Market and Value Chain Analysis of Fish in Gauteng Province, South Africa

Identification Number:

doi:10.7910/DVN/ZDGJ7S

Distributor:

Harvard Dataverse

Date of Distribution:

2018-09-04

Version:

1

Bibliographic Citation:

Gondwe, Edith; Kaunda, Emmanuel; Newman, Gary; Chimatiro, Sloans, 2018, "Consumption Patterns, Market and Value Chain Analysis of Fish in Gauteng Province, South Africa", https://doi.org/10.7910/DVN/ZDGJ7S, Harvard Dataverse, V1, UNF:6:N168Kc/VBrZaBXN7U8BflA== [fileUNF]

Study Description

Citation

Title:

Consumption Patterns, Market and Value Chain Analysis of Fish in Gauteng Province, South Africa

Identification Number:

doi:10.7910/DVN/ZDGJ7S

Authoring Entity:

Gondwe, Edith (Lilongwe University of Agriculture and Natural Resources, LUANAR)

Kaunda, Emmanuel (Lilongwe University of Agriculture and Natural Resources, LUANAR)

Newman, Gary (The Guild Combination (TGC), South Africa)

Chimatiro, Sloans (WorldFish)

Distributor:

Harvard Dataverse

Distributor:

WorldFish

Access Authority:

Muliro, Jacquie

Access Authority:

Chimatiro, Sloans

Access Authority:

Kakwasha, Keagan

Depositor:

WorldFish RDM Team

Date of Deposit:

2018-09-04

Holdings Information:

https://doi.org/10.7910/DVN/ZDGJ7S

Study Scope

Keywords:

Social Sciences, Fish Consumption, Willingness to pay

Abstract:

The study focused on understanding the preferences of fish, the factors affecting preferences and willingness to pay. Interviews were conducted in four areas of Diepsloot, Johannesburg, Randburg and Yeoville. A total of 128 respondents, comprising of 11 nationalities, were interviewed over a period of three days. Data was collected on purchasing behavior, consumption behavior and willingness to pay. Further on to understand the supply side of the fish activities in the province, traders were interviewed to understand where they sourced their fish from, the selling patterns of the various fish species and the prices that they sold their fish for. The study revealed that there were distinct fish preferences between South African nationals and African Diaspora living in South Africa. Most South Africans alluded to not consuming fish as their primary source of animal protein. Observations made in shops indicated that fish was more expensive than poultry; hence poultry being the preferred source, in addition to it being the traditionally consumed animal protein.

Methodology and Processing

Sources Statement

Data Access

Notes:

<a href="http://creativecommons.org/licenses/by/4.0">CC BY 4.0</a>

Other Study Description Materials

File Description--f3213720

File: Consumption Patterns Market and Value Chain Analysis of Fish in Gauteng Province.tab

  • Number of cases: 418

  • No. of variables per record: 67

  • Type of File: text/tab-separated-values

Notes:

UNF:6:N168Kc/VBrZaBXN7U8BflA==

STATA data file for Consumption Patterns Market and Value Chain Analysis of Fish in Gauteng Province

Variable Description

List of Variables:

Variables

Questionnare ID

f3213720 Location:

Summary Statistics: Mean 237.9760765550242; Valid 418.0; Min. 1.0; StDev 152.62296423038362; Max. 583.0

Variable Format: numeric

Notes: UNF:6:pYgqyShx/7zkMbDM51vovQ==

Place of interview

f3213720 Location:

Variable Format: character

Notes: UNF:6:JbkNqqcgoqRslXcEeZk+Ww==

Date of interview

f3213720 Location:

Variable Format: character

Notes: UNF:6:BvBZXHlOSZkEPlUwT86bZA==

Nationality

f3213720 Location:

Value

Label

Frequency

Text

1.

Foreigner

0.

South African

Summary Statistics: Max. 1.0; Valid 413.0; StDev 0.47475590425158054; Mean 0.6585956416464893; Min. 0.0

Variable Format: numeric

Notes: UNF:6:s5VR5CLLujLd8tINoWOplg==

Nationality of respondent

f3213720 Location:

Variable Format: character

Notes: UNF:6:F14rWGjZ3DE0fMRjceb9jw==

Sex of respondent

f3213720 Location:

Value

Label

Frequency

Text

0.

Female

1.

male

Summary Statistics: StDev 0.49762594901556667; Min. 0.0; Valid 413.0; Max. 1.0; Mean 0.44552058111380155;

Variable Format: numeric

Notes: UNF:6:hAp8A5LbYHGA3u63ksPOyA==

Age of respondent

f3213720 Location:

Summary Statistics: Min. 2.0; Valid 410.0; Max. 63.0; StDev 7.988258797093311; Mean 33.334146341463416

Variable Format: numeric

Notes: UNF:6:iW2evKkrCgMXqiPkcM1+7A==

Marital status of respondent

f3213720 Location:

Value

Label

Frequency

Text

1.

otherwise

0.

Married

Summary Statistics: StDev 0.5005991193636461; Max. 1.0; Min. 0.0; Valid 414.0; Mean 0.5024154589371977

Variable Format: numeric

Notes: UNF:6:WvqlWAkfet+lTB986w+Axg==

Gender of household head

f3213720 Location:

Value

Label

Frequency

Text

0.

Female

1.

Male

Summary Statistics: Max. 1.0; Valid 377.0; Min. 0.0; StDev 0.4434560970448; Mean 0.7320954907161803

Variable Format: numeric

Notes: UNF:6:ZGB9qlEI1QJTOqGxyhreLg==

Number of years in school

f3213720 Location:

Summary Statistics: StDev 3.2001943348950745; Mean 12.169154228855723; Valid 201.0; Min. 1.0; Max. 20.0;

Variable Format: numeric

Notes: UNF:6:B1obT3lWYVA9GAUC6wk9zQ==

Province where respondent stays

f3213720 Location:

Variable Format: character

Notes: UNF:6:CRU1vgek/70AFol4TbN2Tg==

Number of people staying in your household

f3213720 Location:

Summary Statistics: Max. 14.0; StDev 1.5076368804411344; Mean 3.545012165450122; Valid 411.0; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:w9LReFk8fGoPNvHQvkGJzw==

Occupation

f3213720 Location:

Value

Label

Frequency

Text

0.

Unemployed

1.

Employed

Summary Statistics: StDev 0.3676406035849416; Min. 0.0; Mean 0.8606965174129354; Valid 402.0; Max. 3.0;

Variable Format: numeric

Notes: UNF:6:2oFOanT1vGYOCDpSsN3g/g==

Occupation of household head

f3213720 Location:

Value

Label

Frequency

Text

4.

Other

1.

Agriculture

3.

Service sector

2.

Manufacturing

Summary Statistics: Mean 2.768545994065282; Max. 4.0; StDev 0.7558237928017068; Min. 1.0; Valid 337.0

Variable Format: numeric

Notes: UNF:6:tF2ymPAhatJFyyIKiYdsrw==

Total household income

f3213720 Location:

Value

Label

Frequency

Text

3.

18000-30000

2.

11000-18000

4.

30000-60000

1.

1-11000

5.

+60000

Summary Statistics: Mean 1.891495601173021; StDev 0.9625110194073601; Valid 341.0; Min. 1.0; Max. 5.0;

Variable Format: numeric

Notes: UNF:6:IO8p+BPovnb+Nr85pW/dEA==

Do you live near water body

f3213720 Location:

Value

Label

Frequency

Text

1.

Yes

2.

No

Summary Statistics: StDev 0.2641914728852864; Min. 1.0; Mean 1.9248120300751879; Valid 266.0; Max. 2.0

Variable Format: numeric

Notes: UNF:6:FPWH1Pqd3DEfBd1cNrDuCA==

Frequency of purchasing meat

f3213720 Location:

Value

Label

Frequency

Text

4.

quarterly

5.

Annually

2.

weekly

1.

Daily

3.

monthly

Summary Statistics: StDev 0.7480269243247892; Valid 414.0; Min. 1.0; Max. 5.0; Mean 2.357487922705314

Variable Format: numeric

Notes: UNF:6:HKrxK5VuaMQu3O/ixiJcxQ==

Frequency of purchasing poultry

f3213720 Location:

Value

Label

Frequency

Text

2.

weekly

5.

annually

4.

quarterly

3.

monthly

1.

daily

Summary Statistics: Valid 414.0; Mean 2.2729468599033815; Min. 1.0; Max. 5.0; StDev 0.8177169612074173

Variable Format: numeric

Notes: UNF:6:6qb/ZcSfrRZnQqoW/FaK6w==

Frequency of purchasing fish

f3213720 Location:

Value

Label

Frequency

Text

4.

quarterly

5.

annually

2.

weekly

1.

daily

3.

monthly

Summary Statistics: Mean 2.5157384987893456; Valid 413.0; StDev 1.0371119577965195; Max. 5.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:zxBa+GfAq64UZuXLpH7dWw==

Quantity of meat purchased

f3213720 Location:

Summary Statistics: StDev 4.160484787061034; Max. 20.0; Valid 405.0; Min. 0.5; Mean 5.748888888888889

Variable Format: numeric

Notes: UNF:6:lz58FcKGETWylIUoa3Fiaw==

Quantity of poulty purchased

f3213720 Location:

Summary Statistics: Valid 406.0; StDev 2.9368690485667024; Mean 4.99844827586207; Max. 17.0; Min. 0.1;

Variable Format: numeric

Notes: UNF:6:u4t/7wnWywb9C4uGvKUp2A==

Quantity of fish purchased

f3213720 Location:

Summary Statistics: StDev 2.746853689518783; Mean 3.775646766169155; Min. 0.0; Valid 402.0; Max. 20.0;

Variable Format: numeric

Notes: UNF:6:dilBjLHAocTzk/AX+a+Pog==

Which animal source protein do you prefer

f3213720 Location:

Value

Label

Frequency

Text

1.

Meat

2.

Poultry

3.

Fish

Summary Statistics: Min. 1.0; Valid 406.0; StDev 0.7985116605934002; Max. 3.0; Mean 1.7684729064039408;

Variable Format: numeric

Notes: UNF:6:6TJEJubo8vSmVQ9uSLbtYg==

Fish specie purchased

f3213720 Location:

Variable Format: character

Notes: UNF:6:nBia0egif13N7sVOmjXrlg==

Fish specie quantity purchased

f3213720 Location:

Summary Statistics: Valid 90.0; Min. 0.1; Max. 10.0; Mean 2.9433333333333334; StDev 2.042143069083736;

Variable Format: numeric

Notes: UNF:6:wFWwAt0GGYLKMTFVxTq7gA==

Form of fish specie purchased

f3213720 Location:

Value

Label

Frequency

Text

8.

other

6.

salted

7.

filleted

2.

frozen

3.

dried

1.

fresh

4.

smoked

5.

canned

Summary Statistics: Min. 1.0; Max. 8.0; Valid 369.0; StDev 1.1879032186136778; Mean 2.344173441734417

Variable Format: numeric

Notes: UNF:6:2dvUE9TFR9IPyRgZbrbNZg==

Fish specie 2 purchased

f3213720 Location:

Variable Format: character

Notes: UNF:6:0CxSjFrx5x5D9vC9aa/wRQ==

Fish specie 2 quantity purchased

f3213720 Location:

Summary Statistics: Max. 12.0; StDev 2.5374123705975618; Valid 66.0; Min. 0.5; Mean 3.0

Variable Format: numeric

Notes: UNF:6:t0vZRdN/UWUp39gxprkVmg==

Form of fish specie 2 purchased

f3213720 Location:

Value

Label

Frequency

Text

4.

smoked

7.

filleted

6.

salted

8.

other

1.

fresh

5.

canned

3.

dried

2.

frozen

Summary Statistics: Mean 2.6385964912280695; Max. 8.0; Min. 1.0; StDev 1.3239072541508612; Valid 285.0;

Variable Format: numeric

Notes: UNF:6:6YS3+lSXwjoqJyuicRb0uw==

Fish specie 3 purchased

f3213720 Location:

Variable Format: character

Notes: UNF:6:g5zwOV1mE85+qOp0CFyJ8g==

Fish specie 3 quantity purchased

f3213720 Location:

Summary Statistics: StDev 0.9524004759903612; Min. 0.4; Valid 25.0; Mean 1.796; Max. 4.0

Variable Format: numeric

Notes: UNF:6:+0ulEFyFWf7bzH04JTLzhA==

Form of fish specie 3 purchased

f3213720 Location:

Value

Label

Frequency

Text

2.

frozen

8.

other

5.

canned

6.

salted

3.

dried

1.

fresh

7.

filleted

4.

smoked

Summary Statistics: Mean 2.655555555555556; Max. 8.0; Valid 90.0; Min. 1.0; StDev 1.375231225592698

Variable Format: numeric

Notes: UNF:6:dU9S9xQRai8m+kzl5fRxcg==

Fish specie 4 purchased

f3213720 Location:

Variable Format: character

Notes: UNF:6:rtXtTqw4VmNn3dMhgMoASg==

Fish specie 4 quantity purchased

f3213720 Location:

Summary Statistics: StDev NaN; Valid 0.0; Min. NaN; Mean NaN; Max. NaN;

Variable Format: numeric

Notes: UNF:6:5w2F1R4qdyANb+VJH0V5Fg==

Form of fish specie 4 purchased

f3213720 Location:

Value

Label

Frequency

Text

1.

fresh

5.

canned

6.

salted

4.

smoked

3.

dried

8.

other

7.

filleted

2.

frozen

Summary Statistics: StDev NaN; Min. NaN; Valid 0.0; Max. NaN; Mean NaN

Variable Format: numeric

Notes: UNF:6:5w2F1R4qdyANb+VJH0V5Fg==

Why is fish specie 1 the most preferred one

f3213720 Location:

Value

Label

Frequency

Text

6.

More healthy

2.

Freshness

3.

Less expensive

4.

More available

1.

Better taste

5.

Easier to prepare

7.

From my home country

Summary Statistics: Valid 403.0; Max. 7.0; Mean 2.9528535980148876; Min. 1.0; StDev 2.152231410810025;

Variable Format: numeric

Notes: UNF:6:kHx7Ck2EtXtWFlmC8TJeGA==

Where do you usually obtain the fish obtain

f3213720 Location:

Value

Label

Frequency

Text

1.

Local market

5.

Supermarket

6.

Caught by self or household member

3.

Fish shop

2.

Fish landing site

4.

Door to door seller

7.

Other

Summary Statistics: Valid 400.0; Min. 1.0; StDev 1.6478416809614274; Mean 3.8625000000000003; Max. 7.0

Variable Format: numeric

Notes: UNF:6:1pnhjWuB2tMG2f+/A/wNuQ==

Why is it obtained from this place (or person)

f3213720 Location:

Value

Label

Frequency

Text

1.

Freshness of products

5.

Variety of products

2.

Cost

4.

Accessibility

3.

Quality of fish

6.

Other

Summary Statistics: Min. 1.0; StDev 1.265922591575738; Max. 6.0; Valid 404.0; Mean 2.7178217821782176

Variable Format: numeric

Notes: UNF:6:x694j/SZgUSDf1+7xWIesA==

How ofter is fish available where you get it from

f3213720 Location:

Value

Label

Frequency

Text

5.

Once or twice a week

3.

Once a month

1.

Rarely

2.

Seasonally

4.

Once every two weeks

6.

Every day

Summary Statistics: Min. 2.0; StDev 0.8219688753719356; Max. 6.0; Valid 400.0; Mean 5.532500000000001

Variable Format: numeric

Notes: UNF:6:ScIuhu/i1MVXQ/D2Od0TcQ==

Over the past seven days which fish species did you or your household member eat

f3213720 Location:

Variable Format: character

Notes: UNF:6:UDqKN8y7JHMNeLXlGVjk0A==

How many meals did you consume for the specie

f3213720 Location:

Variable Format: character

Notes: UNF:6:q/kyFgNhzVhr8DApsgs8sw==

What was the preparation method for the fish

f3213720 Location:

Variable Format: character

Notes: UNF:6:3yvY1aPNV1AAvNftDmIW1A==

Over the past seven days which fish species did you or your household member eat

f3213720 Location:

Variable Format: character

Notes: UNF:6:2XWqOVXrxM8pO7hkagUeMw==

How many meals did you consume for the specie

f3213720 Location:

Variable Format: character

Notes: UNF:6:uriu+NzdV+QK+9xxlorDlw==

What was the preparation method for the fish

f3213720 Location:

Variable Format: character

Notes: UNF:6:7jYRUPjZhsnJHxG7qkqX1Q==

Over the past seven days which fish species did you or your household member eat

f3213720 Location:

Variable Format: character

Notes: UNF:6:sAihy24nOQiIu23omcN2yQ==

How many meals did you consume for the specie

f3213720 Location:

Variable Format: character

Notes: UNF:6:L/05bv4D3fdkT68qxc4XZQ==

What was the preparation method for the fish

f3213720 Location:

Variable Format: character

Notes: UNF:6:+GBkb6/vORcq2bLqIco1ug==

Would your household want to increase its fish consumption

f3213720 Location:

Value

Label

Frequency

Text

1.

yes

2.

no

Summary Statistics: Valid 401.0; Min. 1.0; Mean 1.458852867830424; StDev 0.49892652845685054; Max. 2.0

Variable Format: numeric

Notes: UNF:6:XtBrnggNxF2mKel+X0dipw==

If yes what factors would lead to an increase in your fish consumption level

f3213720 Location:

Value

Label

Frequency

Text

1.

if fish costs less

4.

if fish were available closer to you

3.

if there were more varieties of fish available

5.

none, your household is unlikely to eat more fish

6.

other

2.

if fish were available more often

Summary Statistics: Mean 2.61764705882353; StDev 1.5561273889430194; Min. 1.0; Max. 6.0; Valid 272.0;

Variable Format: numeric

Notes: UNF:6:gGI2o2eSnYGDmvv1V5rOSQ==

When making a decision to buy fish, whicch of he following factors do you consid

f3213720 Location:

Value

Label

Frequency

Text

7.

Source of fish (wild/farmed)

5.

Ease of preparation

3.

Color

6.

Packaging

1.

Price

4.

Freshness

2.

Size

Summary Statistics: Min. 1.0; Valid 404.0; StDev 1.6774377808977379; Mean 3.00990099009901; Max. 7.0

Variable Format: numeric

Notes: UNF:6:Cmoo+qf84xmQ3Xy0F6qvuw==

Are you happy with the current fish products that you get

f3213720 Location:

Value

Label

Frequency

Text

2.

no

1.

yes

Summary Statistics: StDev 0.30334790278603846; Valid 401.0; Max. 2.0; Mean 1.1022443890274314; Min. 1.0

Variable Format: numeric

Notes: UNF:6:8M52vMJRhEc/3pT+ucX9bw==

If no , which types of fish would you eat if available at a reasonable price

f3213720 Location:

Variable Format: character

Notes: UNF:6:rB3eV1vtA+YtvnTvVVq1LQ==

What form would you prefer

f3213720 Location:

Variable Format: character

Notes: UNF:6:qZmgtvvxnEvFdwYS6FOKCg==

If no 2, which type of fish would you eat if available at a reasonable price

f3213720 Location:

Variable Format: character

Notes: UNF:6:reJAQ5iOFM70wTynNjjOzQ==

What form would you prefer

f3213720 Location:

Variable Format: character

Notes: UNF:6:eOE5fDP1Qq/0RVlAd/qDmg==

If no, which type of fish would you eat if available at a reasonable price

f3213720 Location:

Variable Format: character

Notes: UNF:6:4vFpygZabDPNRTSQn12EAA==

What form would you prefer

f3213720 Location:

Variable Format: character

Notes: UNF:6:4HFbN8nEKzJmbEAhhGb6KQ==

Have ypu heard about fish soup

f3213720 Location:

Value

Label

Frequency

Text

1.

yes

2.

no

Summary Statistics: Max. 2.0; Mean 1.9512820512820512; Valid 390.0; StDev 0.21555428028456086; Min. 1.0

Variable Format: numeric

Notes: UNF:6:9efRUQ8JEPT/+Z4LytZqLA==

Are you willing to try or buy fish soup

f3213720 Location:

Value

Label

Frequency

Text

2.

no

1.

yes

Summary Statistics: Valid 393.0; Max. 2.0; Mean 1.3536895674300253; StDev 0.47872372344159203; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:1QXFS0OzRn74Youo9oSC8A==

Would you be willing to pa more for Tilapia

f3213720 Location:

Value

Label

Frequency

Text

0.

no

1.

yes

Summary Statistics: Valid 394.0; Min. 0.0; StDev 0.26958130624319226; Max. 1.0; Mean 0.0786802030456852

Variable Format: numeric

Notes: UNF:6:laKEgWGuV48puA/qXBG3oQ==

What is the current price

f3213720 Location:

Summary Statistics: Max. 2.0; Valid 1.0; Min. 2.0; StDev 0.0; Mean 2.0;

Variable Format: numeric

Notes: UNF:6:T+JetBZ16uJyGzw6/eUHFA==

How much would you be willing to pay

f3213720 Location:

Summary Statistics: Mean 4.7368421052631575; Min. 2.0; StDev 3.070325810853845; Max. 10.0; Valid 19.0;

Variable Format: numeric

Notes: UNF:6:XruTHtU+Qll/Zlaulp2C+w==

Would be you willing to pay more for Catfish

f3213720 Location:

Value

Label

Frequency

Text

0.

no

1.

yes

Summary Statistics: Max. 1.0; Mean 0.03367875647668395; Valid 386.0; StDev 0.18063507135129056; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:e/1OGeyNEIxdnPwv5uDtRA==

What is the current price

f3213720 Location:

Summary Statistics: StDev 0.0; Valid 2.0; Max. 2.0; Mean 2.0; Min. 2.0;

Variable Format: numeric

Notes: UNF:6:cx0lyc8iwv360N2xRLHRJQ==

How much would you be willing to pay

f3213720 Location:

Summary Statistics: StDev 2.138089935299395; Valid 7.0; Mean 3.7142857142857144; Min. 2.0; Max. 6.0;

Variable Format: numeric

Notes: UNF:6:T0ZTFok96t237T5BCIjWmg==

Indicator of each last matching case as Primary

f3213720 Location:

Value

Label

Frequency

Text

1.

Primary Case

0.

Duplicate Case

Summary Statistics: Valid 418.0; Mean 1.0; Min. 1.0; Max. 1.0; StDev 0.0;

Variable Format: numeric

Notes: UNF:6:4/icj8Zv07S5pdHM9YZiig==