Gendered impacts of the COVID-19 pandemic on male and female cross-border fish traders in Zambia and Malawi (doi:10.7910/DVN/NIDOOD)
(Generating Evidence and New Directions for Equitable Results (GENDER) Platform)

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Part 1: Document Description
Part 2: Study Description
Part 3: Data Files Description
Part 4: Variable Description
Part 5: Other Study-Related Materials
Entire Codebook

Gendered impacts of the COVID-19 pandemic on male and female cross-border fish traders in Zambia and Malawi

doi:10.7910/DVN/NIDOOD

Harvard Dataverse

2022-01-11

1

Mudege, Netsayi; Kakwasha, Keagan; Marinda, Pamela; Nembeya, Eva Kaonga; Nsalikwa, Musowe; Chisopo, Andrew M.; Banda, Lisungu; Kaunda, Emmanuel, 2022, "Gendered impacts of the COVID-19 pandemic on male and female cross-border fish traders in Zambia and Malawi", https://doi.org/10.7910/DVN/NIDOOD, Harvard Dataverse, V1, UNF:6:AQS+xfS+E2zUsACIGuzrqA== [fileUNF]

Gendered impacts of the COVID-19 pandemic on male and female cross-border fish traders in Zambia and Malawi

Generating Evidence and New Directions for Equitable Results (GENDER) Platform

doi:10.7910/DVN/NIDOOD

Mudege, Netsayi (WorldFish)

Kakwasha, Keagan (WorldFish)

Marinda, Pamela (University of Zambia)

Nembeya, Eva Kaonga (University of Zambia)

Nsalikwa, Musowe (University of Zambia)

Chisopo, Andrew M. (WorldFish)

Banda, Lisungu (Lilongwe University of Agriculture and Natural Resources)

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

Feed the Future Fish Innovation Lab (USAID)

Mississipi State University

University of Zambia

WorldFish

2021-11-16

Harvard Dataverse

WorldFish

Mudege, Netsayi

Kakwasha, Keagan

WorldFish RDM Team

2022-01-11

2023-11-16

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

Social Sciences, COVID19, fish value chains, Zambia, Malawi

The survey collected data on 1) the effects of the COVID-19 pandemic and associated measured on men and women cross-border fish traders’ livelihoods, 2) pre-existing norms and gender dynamics of informal fish trade and how they were affected, 3) the effect of lockdowns and mobility restrictions on power relationships between men and 8 Gendered impacts of the COVID-19 pandemic on male and female cross-border fish traders in Zambia and Malawi. Final Technical report women, 4) input into decision making at the household level, 5) individual coping and adaptation mechanisms, and 6) the impact of program and policy responses.

please

Netsayi Mudege, Catherine Mwema, Keagan Kakwasha, Andrew Chisopo, Chikondi Manyungwa-Pasani, Lisungu Banda, E. Kaunda, Pamela Marinda. (1/12/2022). The impacts of covid-19 on gender dynamics and power relations among men and women involved in cross border fish trade in Zambia and Malawi. Marine Policy, 146.

20.500.12348/5394

Netsayi Mudege, Catherine Mwema, Keagan Kakwasha, Andrew Chisopo, Chikondi Manyungwa-Pasani, Lisungu Banda, E. Kaunda, Pamela Marinda. (1/12/2022). The impacts of covid-19 on gender dynamics and power relations among men and women involved in cross border fish trade in Zambia and Malawi. Marine Policy, 146.

Catherine Mwema, Netsayi Mudege, Keagan Kakwasha. (21/9/2022). Gendered predictors of the impact of COVID-19 on cross-border fish trade in Zambia and Malawi. Journal of Agribusiness in Developing and Emerging Economies.

20.500.12348/5247

Catherine Mwema, Netsayi Mudege, Keagan Kakwasha. (21/9/2022). Gendered predictors of the impact of COVID-19 on cross-border fish trade in Zambia and Malawi. Journal of Agribusiness in Developing and Emerging Economies.

• Number of cases: 278

• No. of variables per record: 193

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

UNF:6:Jjn1DisI3eYjorPr/zDwsA==

• Number of cases: 278

• No. of variables per record: 280

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

UNF:6:0tGnhl813Hsy6x+9jq+XNw==

• starttime - 
• interviewid - Interview ID
• country - Country
• enum - Name of Enumerator
• sup - Name of Field Team Supervisors
• border - Border
• borderoth - Other border
• consent - Enumerator���S INTRODUCTION: Thank you for the opportunity to speak with you. Wo
• engagecrossbordertradepast2years - A1. In the last two years have you been engaged in cross border fish trade?
• dateofdataentry - Date Started Data Entry
• gender - A3. Gender of participant
• age - A4. What is your age?
• age_group - RECODE of age (A4. What is your age?)
• transport_mode - A5.. Mode of transport for cross-border trader
• country_fish_sold - To which country do you sell your fish?
• malawi - Sold fish in Malawi
• zambia - Sold fish in Zambia
• mozambique - Sold fish in Mozambique
• drc - Sold fish in DRC
• namibia - Sold fish in Namibia
• southafrica - Sold fish in South Africa
• zimbabwe - Sold fish in Zimbabwe
• tanzania - Sold fish in Tanzania
• country_fish_purchased - A7. From which markets do you purchase your fish [Respondent should specify coun
• market_fish_purchased - RECODE of specific_market_2 (specify the market)
• years_as_crossborder - A8Y. Indicate years
• months_as_crossborder - A8M. Indicate months
• nationality - A9. What is your nationality?
• educ_level - A10. What level of education did you attain?
• hhsize - A11. What is the total number of people living in your household?
• gender_hhhead - A12. Who heads your household?
• living_with_spouse - A13.1 If household is headed by male and female adults:
• marital_status - A14. What is your marital status?
• fish_species - A15. What fish species do you trade in?
• index - 
• measure1 - b7idval.1: Value selected
• measure2 - b7idval.2: Value selected
• measure3 - b7idval.3: Value selected
• how_measure1_affected - b7.1: B7. How has affected you as a man / woman crossborder fish trader
• longer_time_m1 - b71.1: It takes longer to gather fish at source since the number of fisherman av
• suspended_activities_m1 - b72.1: I suspended my activities briefly for fear of being locked down in anothe
• notsell_fish_m1 - b73.1: I could not sell fish in regional markets because boraders were closed
• notbuy_fish_m1 - b74.1: I could not buy fish from neighbouring countries because their borders we
• corruption_m1 - b75.1: Corruption at border points has increased
• harrassment_police_m1 - b76.1: Harrassment from police and others increased
• harrassment_fishermen_m1 - b77.1: Harrassment from fishermen increased
• mask_unconfortable_m1 - b78.1: Masks are unconfortable
• negotiations_difficult_m1 - b79.1: Makes negotiations difficult
• recognition_hard_m1 - b710.1: Customers won't recognize you
• unsafe_risky_m1 - b711.1: Fish trade became unsafe and risky for me
• prices_increased_m1 - b712.1: prices which I buy fish have increased
• transportcosts_increased_m1 - b713.1: transport costs have increased
• restricted_gatherings_m1 - other_m1==Restrictions on public gatherings
• adaptation_measure1 - b8.1: B8. How have you (yourself) as a cross border fish trader adapted to
• use_brokers_m1 - b81.1: I now use brokers to bring the fish to the border and cross it
• use_undesignatedpoints_m1 - b82.1: I now use undesignated crossing points
• stopped_trade_m1 - b83.1: I have briefly stopped cross border trade
• bribed_cross_m1 - b84.1: I have bribed officials to let my fish cross
• use_fakeresults_m1 - b86.1: I use fake results
• bribed_certificate_m1 - b87.1: I bribe officials to cross even without the certificate
• use_ICTs_m1 - b88.1: I use ICTs, mobile money to get customers and facilitate payments
• certificate_notasked_m1 - b89.1: No one has asked me for a certificate
• masking_always_m1 - b810.1: I wear my mask all the time
• masking_clients_m1 - b811.1: I wear my mask only when I have clients or dealing with suppliers
• masking_police_m1 - b812.1: I wear my mask when I see police
• masking_hardly_m1 - b813.1: I hardly ever wear a mask
• b815_1 - b815.1: N/A
• diversify_m1 - b8oth_1==Alsobdiversified to fish farming to protect capital
• purchased_locally_m1 - b8oth_1==By buying fish locally and reducing on the number of trips to Mozambiqu
• sold_locally_m1 - b8oth_1==Continue doing business at home
• follow_guidelines_m1 - b8oth_1==I can understand covid 19 Measures and sell fish freely
• fishquantity_decreased_m1 - b8oth_1==I just decreased the quantity of fish i used to carry
• price_lowered - b8oth_1==I lowered my price
• illegal_trade_m1 - b8oth_1==We go there illegally
• how_measure2_affected - b7.2: B7. How has affected you as a man / woman crossborder fish trader
• longer_time_m2 - b71.2: It takes longer to gather fish at source since the number of fisherman av
• suspended_activities_m2 - b72.2: I suspended my activities briefly for fear of being locked down in anothe
• notsell_fish_m2 - b73.2: I could not sell fish in regional markets because boraders were closed
• notbuy_fish_m2 - b74.2: I could not buy fish from neighbouring countries because their borders we
• corruption_m2 - b75.2: Corruption at border points has increased
• harrassment_police_m2 - b76.2: Harrassment from police and others increased
• harrassment_fishermen_m2 - b77.2: Harrassment from fishermen increased
• masking_m2 - b78.2: Masks are unconfortable
• negotiations_difficult_m2 - b79.2: Makes negotiations difficult
• recognition_hard_m2 - b710.2: Customers won't recognize you
• unsafe_risky_m2 - b711.2: Fish trade became unsafe and risky for me
• prices_increased_m2 - b712.2: prices which I buy fish have increased
• transportcosts_increased_m2 - b713.2: transport costs have increased
• adaptation_measure2 - b8.2: B8. How have you (yourself) as a cross border fish trader adapted to
• use_brokers_m2 - b81.2: I now use brokers to bring the fish to the border and cross it
• use_undesignatedpoints_m2 - b82.2: I now use undesignated crossing points
• stopped_trade_m2 - b83.2: I have briefly stopped cross border trade
• bribed_cross_m2 - b84.2: I have bribed officials to let my fish cross
• use_fakeresults_m2 - b86.2: I use fake results
• bribed_certificate_m2 - b87.2: I bribe officials to cross even without the certificate
• use_ICTs_m2 - b88.2: I use ICTs, mobile money to get customers and facilitate payments
• certificate_notasked_m2 - b89.2: No one has asked me for a certificate
• masking_always_m2 - b810.2: I wear my mask all the time
• masking_clients_m2 - b811.2: I wear my mask only when I have clients or dealing with suppliers
• masking_police_m2 - b812.2: I wear my mask when I see police
• masking_hardly_m2 - b813.2: I hardly ever wear a mask
• follow_guidelines_m21 - b8oth_2==Am used to do measures
• carry_food_m2 - b8oth_2==Carry food, and drinks
• fishquantity_decreased_m2 - b8oth_2==Carrying few fish to be selling fast
• diversify_m2 - b8oth_2==Engaged in other business just within the neighbourhood
• illegal_trade_m26 - b8oth_2==I did the business illegally
• sold_locally_m2 - b8oth_2==I was able to sell to few customers from near by places though it takes
• transport_reducedcost_m2 - b8oth_2==I was negotiating when transporting my fish to kasumbalesa
• b815_2 - b815.2: N/A
• how_measure3_affected - b7.3: B7. How has affected you as a man / woman crossborder fish trader
• longer_time_m3 - b71.3: It takes longer to gather fish at source since the number of fisherman av
• suspended_activities_m3 - b72.3: I suspended my activities briefly for fear of being locked down in anothe
• notsell_fish_m3 - b73.3: I could not sell fish in regional markets because boraders were closed
• notbuy_fish_m3 - b74.3: I could not buy fish from neighbouring countries because their borders we
• corruption_m3 - b75.3: Corruption at border points has increased
• harrassment_police_m3 - b76.3: Harrassment from police and others increased
• harrassment_fishermen_m3 - b77.3: Harrassment from fishermen increased
• masking_m3 - b78.3: Masks are unconfortable
• negotiations_difficult_m3 - b79.3: Makes negotiations difficult
• recognition_hard_m3 - b710.3: Customers won't recognize you
• unsafe_risky_m3 - b711.3: Fish trade became unsafe and risky for me
• prices_increased_m3 - b712.3: prices which I buy fish have increased
• transportcosts_increased_m3 - b713.3: transport costs have increased
• adaptation_measure3 - b8.3: B8. How have you (yourself) as a cross border fish trader adapted to
• use_brokers_m3 - b81.3: I now use brokers to bring the fish to the border and cross it
• use_undesignatedpoints_m3 - b82.3: I now use undesignated crossing points
• stopped_trade_m3 - b83.3: I have briefly stopped cross border trade
• bribed_cross_m3 - b84.3: I have bribed officials to let my fish cross
• use_fakeresults_m3 - b86.3: I use fake results
• bribed_certificate_m3 - b87.3: I bribe officials to cross even without the certificate
• use_ICTs_m3 - b88.3: I use ICTs, mobile money to get customers and facilitate payments
• certificate_notasked_m3 - b89.3: No one has asked me for a certificate
• masking_always_m3 - b810.3: I wear my mask all the time
• masking_clients_m3 - b811.3: I wear my mask only when I have clients or dealing with suppliers
• masking_police_m3 - b812.3: I wear my mask when I see police
• masking_hardly_m3 - b813.3: I hardly ever wear a mask
• follow_guidelines_m3 - b8oth_3==Abiding by the measures that were put in place
• illegal_trade_m3 - b8oth_3==I continued illegally
• diversify_m3 - b8oth_3==I just sacrifice myself walking
• reduced_homeexpenses_m3 - b8oth_3==I reduced the budget at home so as to cut on the expenses.
• follow_customer_m3 - b8oth_3==I spend more for him to do extra lessons
• purchased_locally_m3 - b8oth_3==Just used order fish right from the here(Zambian side without crossing)
• sold_reducedprice_m3 - b8oth_3==We reduced the price at which we sold the fish, but that made us to hav
• sold_locally_m3 - b8oth_3==We started selling fish to local markets, we stopped taking to Lusaka
• b815_3 - b815.3: N/A
• activity1 - eidval.1: Activity code
• activity2 - eidval.2: Activity code
• activity3 - eidval.3: Activity code
• activity4 - eidval.4: Activity code
• buyfish_othcount_a1 - e1.1: In the past 12 months, did YOU or any members of YOUR household engage in
• deci_going_othcount_a1 - e2.1: E2. What about before the COVID pandemic when decisions were made regardin
• deci_going_othcount_bc_a1 - e3.1: E3. What about before the COVID pandemic
• input_deci_inc_a1 - e4.1: E4. In the past 12 months, how much input did you have input in decisions
• input_deci_inc_bc_a1 - e5.1: E5. What about before the COVID-19 Pandemic how much input did you have in
• sellfish_othcount_a2 - e1.2: In the past 12 months, did YOU or any members of YOUR household engage in
• deci_going_othcount_a2 - e2.2: E2. What about before the COVID pandemic when decisions were made regardin
• deci_going_othcount_bc_a2 - e3.2: E3. What about before the COVID pandemic
• input_deci_inc_a2 - e4.2: E4. In the past 12 months, how much input did you have input in decisions
• input_deci_inc_bc_a2 - e5.2: E5. What about before the COVID-19 Pandemic how much input did you have in
• sellfish_localmrt_a3 - e1.3: In the past 12 months, did YOU or any members of YOUR household engage in
• deci_going_localmrt_a3 - e2.3: E2. What about before the COVID pandemic when decisions were made regardin
• deci_going_localmrt_bc_a3 - e3.3: E3. What about before the COVID pandemic
• deci_inc_localmrt_a3 - e4.3: E4. In the past 12 months, how much input did you have input in decisions
• deci_inc_localmrt_bc_a3 - e5.3: E5. What about before the COVID-19 Pandemic how much input did you have in
• other_incomegen_a4 - e1.4: In the past 12 months, did YOU or any members of YOUR household engage in
• deci_oth_incgen_a4 - e2.4: E2. What about before the COVID pandemic when decisions were made regardin
• deci_oth_incgen_bc_a4 - e3.4: E3. What about before the COVID pandemic
• input_deci_othincgen_a4 - e4.4: E4. In the past 12 months, how much input did you have input in decisions
• input_deci_othincgen_bc_a4 - e5.4: E5. What about before the COVID-19 Pandemic how much input did you have in
• group1 - fidval.1: Group code
• group2 - fidval.2: Group code
• group3 - fidval.3: Group code
• group4 - fidval.4: Group code
• member_mfg - f2.1: F2. Do you belong to ?
• operations_bc_mfg - f3.1: F3. To what extent did run its operations before the COVID PANDEMIC]?
• help_cope_mfg - f4.1: F4. How did your membership in this group help you to cope or adapt to the
• otherhelp_cope_mfg - f5.1: F5. What else should these groups do to help to enable you to cope and ada
• disadva_membership_mfg - f6.1: F6. Are there any disadvantages that you experienced during COVID 19 beca
• member_wfg - f2.2: F2. Do you belong to ?
• operations_bc_wfg - f3.2: F3. To what extent did run its operations before the COVID PANDEMIC]?
• help_cope_wfg - f4.2: F4. How did your membership in this group help you to cope or adapt to the
• otherhelp_cope_wfg - f5.2: F5. What else should these groups do to help to enable you to cope and ada
• disadva_membership_wfg - f6.2: F6. Are there any disadvantages that you experienced during COVID 19 beca
• member_fta - f2.3: F2. Do you belong to ?
• operations_bc_fta - f3.3: F3. To what extent did run its operations before the COVID PANDEMIC]?
• help_cope_fta - f4.3: F4. How did your membership in this group help you to cope or adapt to the
• otherhelp_cope_fta - f5.3: F5. What else should these groups do to help to enable you to cope and ada
• disadva_membership_fta - f6.3: F6. Are there any disadvantages that you experienced during COVID 19 beca
• member_ftgc - f2.4: F2. Do you belong to ?
• operations_bc_ftgc - f3.4: F3. To what extent did run its operations before the COVID PANDEMIC]?
• help_cope_ftgc - f4.4: F4. How did your membership in this group help you to cope or adapt to the
• otherhelp_cope_ftgc - f5.4: F5. What else should these groups do to help to enable you to cope and ada
• disadva_membership_ftgc - f6.4: F6. Are there any disadvantages that you experienced during COVID 19 beca
• starttime - 
• endtime - 
• interviewid - Interview ID
• country - Country
• enum - Name of Enumerator
• sup - Name of Field Team Supervisors
• border - Border
• dateofdataentry - Date Started Data Entry
• gender - A3. Gender of participant
• age - A4. What is your age?
• agegroup - RECODE of age (A4. What is your age?)
• transportmode - A5.. Mode of transport for cross-border trader
• country_sellfish - To which country do you sell your fish?
• malawi - Malawi
• zambia - Zambia
• mozambique - Mozambique
• drc - DRC
• southafrica - South Africa
• kasumbalesa - Other: Kasumbales border post
• marketpurchasefish - A7. From which markets do you purchase your fish [Respondent should specify coun
• specific_market - specify the market
• yearsascrossborder - A8. How long have you been working as a cross border fish trader (indicate years
• monthsascrossborder - A8M. How long have you been working as a cross border fish trader (indicate mon
• nationality - A9. What is your nationality?
• educationlevel - A10. What level of education did you attain?
• householdsize - A11. What is the total number of people living in your household?
• sexhouseholdhead - A12. Who heads your household?
• statusoflivingtogether - A13.1 If household is headed by male and female adults:
• maritalstatus - A14. What is your marital status?
• fishspecies - A15. What fish species do you trade in?
• form_fish_sold - A16 What form of fish do you sell across the borders
• formsundriedfish - Sun-dried fish
• formsmokedfish - Smoked fish
• formparaboiledfish - Para-boiled
• formfriedfish - Fried
• formfreshfish - Fresh fish
• formsaltedfish - Salted fish
• sourceofcapital - A17. What is your source of start-up capital
• sbnote - Section B. Effects of COVID-19 pandemic and associated measures on men and women
• extentcovid19effect - B1. To what extent has your cross border trade activities been affected by the C
• statusfishsupplychains - B2. What is the current situation regarding fish supply chains?
• covid19risktotrade - B3. Do you think if the pandemic persists there is a risk that you may stop fish
• beforecovidableto - B4. Before Covid 19 pandemic brokeout (before March 2020), I was able to (select
• traveltoneighbouringcountries - Easily travel to neighboring countries to sell and buy fish
• easilynegotiate - Easily negotiate with middlemen and women
• easilyaccessmarkets - Easily access the market without much difficulty
• easilysellfish - Easily sell my fish stock at the market without much difficulty
• done_during_covid - B4A. What are you able to do during COVID-19 period?
• duringcovid_travelothercountries - I can travel to neighboring countries to sell and buy fish without much difficul
• duringcovid_negotiate - I can negotiate with middlemen and women without much difficulty
• duringcovid_marketaccess - I can access the market without much difficulty
• duringcovid_sellfishstock - I can sell my fish stock at the market without much difficulty
• duringcovid_notapplicable - Not Applicable
• duringcovid_transportavailable - Transport to neighbouring countries is easily available
• duringcovid_transportaffordable - Transportation of fish to neighboring country is affordable
• duringcovid_borderfeeaffordable - Border clearance fees are affordable
• duringcovid_efficientborder - Entry and exit at border points with our fish efficient
• duringcovid_easymarketacccess - It is easy to access markets points
• beforecovidtransportavailable - Transport to neighbouring countries was easily available
• beforecovidtransportaffordable - Transportation of fish to neighboring country was affordable
• beforecovidborderfeeaffordable - Border clearance fees were affordable
• beforecovidefficientborder - Entry and exit and border points with our fish was efficient
• beforecovideasymarketacccess - It was easy to access market points
• select3_measures - B6. Select the three measures taken by goverments to prevent the spread of COVID
• mandatoryquarantine - Mandatory 14 days quarantine if you cross country borders
• closurelandborders - The closure land borders
• curfews - Curfews
• travelrestrictionincountry - Restrictions of inter provincial/district travel within the country
• negativecovidcerficate - Requirements for COVID19 negative certificate to cross borders
• socialdistancing - Social distancing
• maskwearinginpublic - Wearing a mask in all public places
• limitationsontransportvehicles - Limitations on transport vehicles
• restrictionsmarketrestaurants - Restrictions of informal markets and restaurants
• lockdownathome - Lockdowns at home
• schoolclosure - School closure
• publicsanitationmeasures - Public Sanitation measures
• change_measure - B9. Among the COVID 19 measures put in place in both at your permanent residence
• benefitfrommeasures - B10. Did you benefit from any of the measures put in place by the government to
• benefitfeewaiveremoneyICT - ICT elimination fees such as waiving person-to-person e-money transaction values
• benefitcentralbankprograms - Bank of Zambia/Malawi disbursement of funds for microfinance institutions and an
• benefitcashtransfer - Cash transfers to vulnerable households to help deal with hunger situations.
• benefitfoodaid - Food aid to support vulnerable households and community schools
• didnotbenefit - I did not Benefit
• benefitnotapplicable - Not Applicable
• benefitbusinesses_stayafloat - businesses stay afloat during the COVID-19 pandemic
• benefitchildren_alcoholabuse - children reduced alcohol abuse due to the closure of bars
• b4covidtripstofishsourceyear - B11 . Prior to COVID 19, approximately how many trips per year did you usually
• afteercovidnumberoftripschange - B11A. Did the number of trips change during COVID 19
• causeofchangenumberoftrips - B11B. What in your opinion has caused these changes in the number of trips?
• sexforfish - B12. In some communities we have heard about ���sex-for-fish���, in general how prev
• sexforfishb4aftercovid - B13: In your opinion did the incidents of ���sex-for-fish��� increase or decrease du
• sexforfishpeopleaffected - What type of people are likely to be affected by ���sex-for-fish���
• sufferfromcovidstoppedtrade - I suffered from COVID-19 illness and stopped trade for some time
• sufferedfromflulikestoppedtrade - I suffered from a flu like illness and stopped trade for some time
• stoppedtradeduetoillnessfamily - In the past year I stopped trading for a while because of an illness in the fami
• fearoflockdownstoppedcrossborder - I suspended my activities briefly for fear of being locked down in another count
• increasedharrassmentauthority - In the past year harrassment from police, border patrol officers or others in au
• fishtraderiskyunsafe - During the past year fish trade became more unsafe and risky for me
• increasepurchasepriceoffish - In the past year the price at which I buy fish has increased
• increasedcostfishtransport - In the past year since the outbreak of COVID-19 the cost of transporting fish ha
• popularitycrossborderfishtrade - Crossborder fish trade has become popular among men who lost jobs elsewhere beca
• popularitycrossborderfishtrade2 - Crossborder fish trade has become popular among women who lost jobs elsewhere be
• covidaffectedincome - B16. How has covid -19 affected your income flow?
• incomesitu_effectbuss - B17. Explain more about the income situation and how it has affected your busine
• otherimpactscovidbusiness - B18. Other than income, how else has the COVID-19 impacted your business?
• perceptionofothertraders - B19. What behaviours/ attitudes have you observed among the local traders toward
• effect_numberof_traders - B20. How has COVID 19 measures affected the number of cross border fish traders
• nochanges - I have not observed any changes in the number of cross border traders
• mentradersreduced - The number of men cross border fish traders has reduced
• mentradersincreased - The number of men cross border fish traders have increased
• womentradersreduced - The number of women cross border fish traders has reduced
• womentradersincreased - The number of women cross border fish traders has increased
• numbertraders_notapplicable - The number of women cross border fish traders has increased
• Exp_effect_numberof_traders - B21. Explain your answer (related to response in B20)
• menpreferinformalroutespandemic - B23.1 A lot of men cross border traders prefer to use informal routes during the
• womenpreferinformalroutespande - B23.2 A lot of women cross border traders prefer to use informal routes during t
• why_informalroutes_preferred - B23.3. if you selected strongly agree or agree in 23.1 and 23.2 please explain w
• unclearregulations - Unclear regulations
• paymentsnotstandardised - Payments not standadised
• cheapereffcienttobribe - Its cheaper and efficient to pay a bribe
• borderclosed - Because the border is closed
• avoid_borderfees_harrassment - b23oth1==Inorder to avoid the high border fees and harassment
• informalroutes_risky - b23oth1==Because informal routes are very risky hence men are more likely to use
• lackvalues_survival - b23oth1==People lack values or us as a means of survival
• competitiveness_communication - b23oth1==Inorder to remain competitive and avoid communication breakdown
• reason_unknown - b23oth1==I don���t know the reason its done
• notapplicable - b23oth1==Not Applicable
• cnote - SECTION C: PRE-EXISTING SOCIAL AND GENDER DYNAMICS OF INFORMAL FISH TRADE. (rese
• c13note - The purpose of this section is to get information about existing gender attitude
• nowmenislessmanifwomantrade - C13.1 A man is less of a man if his wife is involved in crossborder fish trade
• nowwomentradersderserveharrass - C13.2 Women who travel to suppliers of inputs or fish buyers or markets deserve
• nowmenshouldcontrolfishearnings - C13.3 Men should primarily be the ones who control the earnings obtained from th
• nowwomenshouldcook - C13.4 Women should primarily be the ones who prepare meals (including fish) for
• nowmenshouldmarketfish - C13.5 Men should be responsible for marketing fish, not women
• nowmenshouldtransportfishmarket - C13.6 Men should primarily be the ones who transport fish to a market
• nowwomentradersbenefitfamily - C13.7 It benefits the family when women are involved in crossborder firsh trade
• b4covidmenislessmanifwomantrade - C13.8 A man is less of a man if his wife is involved in crossborder fish trade
• b4womentradersderserveharrass - C13.9 Women who travel to suppliers of inputs or fish buyers or markets deserve
• b4menmustcontrolfishearnings - C13.10 Men should primarily be the ones who control the earnings obtained from t
• b4covidwomenshouldcook - C13.11 Women should primarily be the ones who prepare meals (including fish) for
• b4covidmenshouldmarketfish - C13.12 Men should be responsible for marketing fish, not women
• b4menshouldtransportfishtomarket - C13.13 Men should primarily be the ones who transport fish to a market
• b4covidwomentradersbenefitfamily - C13.14 It benefits the family when women are involved in crossborder firsh trade
• dnote - SECTION D: LOCKDOWNS AND MOBILITY RESTRICTIONS ON POWER RELATIONSHIPS BETWEEN ME
• effectofcovidpandemiconmobility - D1 Do you think the COVID-19 pandemic has affected your mobility at all?
• supportfromspouseandfamily - D2 Since the start of COVID-19 pandemic how much do you feel that your spouse an
• b4pandemicneedspousepermision - D3 Before the pandemic I always needed to seek permission from my spouse/ other
• afterpandemicneedpermission - D4 After the pandemic I always need to seek permission from my spouse/ other fa
• afterpandemicquarrelsspouse - D5 After the pandemic I feel that I have more quarrels with my spouse due to ina
• afterpandemicmarketsafety - What has been your experience in terms of physical safety in the market followin
• marketlessssafethanbefore - D7. If you feel less safe than before, what makes you feel less safe than before
• mostunsafetradenodes - D8. At what nodes of the trade do you feel most unsafe?
• trademoresafethanbefore - D9. If you feel more safe than before please explain what makes you feel more sa
• enote - SECTION E: Input in Decision-Making for Fish-Related and Other Activities during
• eactivity - E1. In the past 12 months, did YOU or any members of YOUR household engage any o
• eactivity1 - Going to another country to buy fish for sale
• eactivity2 - Travelling to another country to sell fish
• eactivity3sellfishlocal - Sell fish on the local market
• eactivity4incomegenactivities - Other income-generating activities (not including fishing, fish processing, etc.
• working_othecount - eactivityoth==Going to another country to Work as a farm.
• fnote - Enumerator: Now I���d like to ask you about groups in this community. These can be
• fgrps - Which of the groups operated during the last 12 months?
• menfisheriesgroupcommittee - Men���s fisheries group, committee
• womenfisheriesgroupcommittee - Women���s fisheries group, committee
• fishtradersassociation - Fish traders association
• fishtradersgrouporcooperative - Fish traders group/cooperative
• financegroups - A VSLA, SACCO, Merry-Go-Round (microfinance group)
• healthassociationsatmarkets - Health associatations at markets
• adc - fgrpsoth1==ADC
• bankin_nkhonde - fgrpsoth1==Banking Nkhonde
• bvc - fgrpsoth1==BVC
• cumo - fgrpsoth1==CUMO
• churchgroup - fgrpsoth1==Church group
• habour_multipurpose - fgrpsoth1==Habour multipurpose cooperative
• pashikwanda_musonda - fgrpsoth1==Pashikwanda and J musonda groups
• school_committ - fgrpsoth1==School Committee
• tpa_forum - fgrpsoth1==TPA and Forum
• uneco - fgrpsoth1==Uneco
• luangwa_women_ta - fgrpsoth1==Luangwa women traders association
• womens_fta - fgrpsoth1==Women fish traders association
• ma_shares - fgrpsoth1==Ma shares
• twaleta_mensgroup - fgrpsoth1==Twaleta men's group
• transport_assoc - fgrpsoth1==Transport Association
• notapplicable_groups - fgrpsoth1==Not Applicable
• gnote - SECTION G Access to training/extension and information during COVID-19 period
• trainingontradepast12months - G1. In the past 12 months, have you [YOURSELF] received any training and awarene
• topic_trainings - G2. What were the topic of the training(s)?
• crossbordertraderules - Understanding cross border trade rules
• crossbordertraderrightsoblig - Understanding cross border trader rights and obligations
• benefitsbusinessformalisation - Potential benefits of business formalisation
• businessmanagemententrepre - Business management and entrepreneurship
• accesstofinance - Access to finance
• bargainingskills - How to improve your bargaining skills when you selling or trading fish
• howtoformalisebusiness - How to formalize my business
• fishfoodsafety - Food safety, such as how to store fish to keep it safe along the chain
• covidandbusiness - COVID 19 and business
• healthandsafetycovid - health and safety information related to COVID-19
• trainingother - Other (Specify)
• financial_management - g2oth1==Financial management
• rearing_fish - g2oth1==How to rear fish
• howtrainingconducted - G3. How were the trainings conducted?
• differencesaccesstrainingcovid - Is there any difference in your ability to access training and awareness raising
• what_infor_bc - G5. What type of information did you havr before the COVID-19 Pandemic that you
• crossbordeertraderules - Understanding cross border trade rules
• traderrightsobligations - Understanding cross border trader rights and abligations
• benefitsbusinessformalisation1 - Potential benefits of business formalisation
• businessmanagementantre1 - Business management and entrepreneurship
• accesstofinance1 - Access to finance
• bargainingskills1 - How to improve your bargaining skills when you selling or trading fish
• howformalisebusiness1 - How to formalize my business
• fishfoodsafety1 - Food safety, such as how to store fish to keep it safe along the chain
• covid19andbusiness1 - COVID 19 and business
• healthandsafety1 - health and safety information related to COVID-19
• reproductivehealth1 - Reproductive health
• gbv1 - Training on GBV
• hnote_coping - SECTION H: Individual coping and adaptation mechanisms in your fishing communit
• abletocope - H11. When you consider your business now compared to before the COVID19 do you t
• barriers_adapt_tradinga - H12. What are some of the barriers to adapting your trading activities to deal w
• lackofaffordablefinance - Lack of affordable finance
• debtorsnotrepaid - People who owed me money have not been able to pay
• noaffordablefinance - There is no affordable financing mechanism to cushion us during this time
• sicknessinfamily - Sickness in the family disrupted trading activities and it has been difficult to
• covidcertificateunaffordable - I do not have money to get the vaccination covid certificate everytime I cross t
• spousenotsupportive - My spouse is not supportive of my business
• familynotsupportive - My family are not supportive of my fish trading
• increasedharrasment - Harrassment along the fish trade routes has increased
• demandforbribesofficials - Demand for bribes by officials
• poor_movements_transport - h12oth1==Restricted movements and high transport costs
• poor_exchangerate_expenses - h12oth1==Poor exchange rate and increased expenses
• inc_losses - h12oth1==Income losses and lack of financial literacy
• fear_covid19 - h12oth1==Fear of getting sick as people disregarded the measures
• high_fish_orderprice - h12oth1==Increased fish order prices
• lake_dried - h12oth1==Drying of the lake
• enablers_toadapt - H13. What are some of the things that have enabled you to adapt and cope with th
• empowermentprogramstraders - there are empowerment programs to cushion the burden of COVID 19 on cross border
• spousesupportsbusiness - My spouse support my business
• familysupportsbusiness - My family support my business
• useofICTtools - Use of phone/internet to conduct trade and facilitate payment
• trustedmiddlemen - My network of trustworthy middlemen
• abletobribe - My ability to pay bribes to be allowed to continue with my trade
• trainingsupportNGO - Training and support from NGOs and development orgaisation
• affordablefinance - Affordable finance
• gettingvaccinated - Getting vaccinated]
• persistance_hardwork - h13oth1==Was able to take risks, persist, be courageous, and worked hard
• diversified_business - h13oth1==Diversified in other businesses
• personal_savings - h13oth1==Used personal savings
• fewtrader_highfishprices - h13oth1==Reduction in the number of traders and higher retail prices
• selling_personalassets - h13oth1==Sell of personal assets
• inote - SECTION I Policy/ program/activity responses to COVID-19 pandemic
• governmentsupportmeasuresfish - I1. Are you aware of any measures that the government put in place to cushion t
• affordablefinancei11 - Affordable finance
• reductionoffishimporttaxes - reduction of customs taxes on fish imports/exports
• reductiontaxesfishgear - reduction of taxes of fishing equipment and gear for small scale fishers
• reductioncouncillevymarket - Reduction of council levies in the market
• debtrepaymentrelief - Debt repayment relief
• allow_crossbord - i1oth1==Allowing us to cross the boarder despite it being closed
• cash_transfer - i1oth1==Social cash transfer
• Distri_mealiemeal - i1oth1==Distribution mealie meal
• Distrib_masks - i1oth1==Distribution of free masks
• reduct_fuelprices - i1oth1==Reduction of fuel price
• notawareofmeasures - No
• measures_benefited - I2. What measures were put in place that you have benefited from?
• loantoboostmybusiness - I have been given a loan to boast my business
• notpayingcouncillevies - I no longer have to pay council levy for operating in the open market
• loanrepaymentrelief - I was granted a loan repayment relief
• covid_relief_allowance - i2oth1==I received covid relief allowance
• allowed_crossborder - i2oth1==Allowed to cross the boarder
• reduction_trnsprtcosts - i2oth1==Reduction in transport costs
• Did_not_benefit - i2oth1==I did not benefit
• how_affected_polprogact - I3. How have these policies/programs/ actitivites affected you as a cross border
• positiveeffectsmeasures - Positve Effects
• negativeeffectsmeasures - Negative Effects
• Expla_positive_effects - I3P. Please explain the positive effects
• Expla_negative_effects - I3N. Please explain the negative effects
• how_measures_couldimprove - I4. How could these measures be improved to benefit women/ men (depending on sex
• measuredcoulgovernmenttake - I5. What measures could the government put in place that could help you as a fis
• measuresmeetbasicneeds - would such policies/programs/activities help you and other crossborder fish tra
• measuresrestorelivelihoods - would such policies/programs/activities help you and other crossborder fish tra
• measuresprotectassets - would such policies/programs/activities help you and other crossborder fish tra
• measuresreduceharrassment - would such policies/programs/activities help you and other crossborder fish tra

f5740538 Location:

Variable Format: character

Notes: UNF:6:1/SkEJiwsljQnZqxzqK5FA==

f5740538 Location:

Summary Statistics: Min. 1.0; StDev 82.72994735139454; Valid 278.0; Mean 145.03597122302133; Max. 433.0

Variable Format: numeric

Notes: UNF:6:THMT/ieD59S4VuEH8nFhTQ==

f5740538 Location:

Summary Statistics: Mean 1.4928057553956828; Valid 278.0; StDev 0.5008498608080564; Max. 2.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:8BtCz5xrw2yGwq9MFBbNnQ==

f5740538 Location:

Summary Statistics: Mean 18.338129496402882; Valid 278.0; Max. 29.0; Min. 1.0; StDev 6.535163378791854;

Variable Format: numeric

Notes: UNF:6:1v8JkFHmkHz/C9R95Vmg8w==

f5740538 Location:

Summary Statistics: Mean 3.651079136690649; Min. 1.0; Valid 278.0; StDev 2.29514845107835; Max. 7.0

Variable Format: numeric

Notes: UNF:6:kUcAdBjDhES1+V3Fcsqd9w==

f5740538 Location:

Summary Statistics: StDev 0.683138288489927; Valid 278.0; Min. 1.0; Max. 7.0; Mean 1.5287769784172645

Variable Format: numeric

Notes: UNF:6:ks4F9qcoBCNqsg6zao93CQ==

f5740538 Location:

Variable Format: character

Notes: UNF:6:IlYE+NsAVuIjWUj99+P6QQ==

f5740538 Location:

Summary Statistics: Max. 1.0; Valid 278.0; StDev 0.0; Min. 1.0; Mean 1.0

Variable Format: numeric

Notes: UNF:6:9Xmcr3Q7TR1O/+oO+I1SNg==

f5740538 Location:

Summary Statistics: Max. 1.0; Min. 1.0; StDev 0.0; Valid 278.0; Mean 1.0

Variable Format: numeric

Notes: UNF:6:9Xmcr3Q7TR1O/+oO+I1SNg==

f5740538 Location:

Variable Format: character

Notes: UNF:6:fKI0iSL/RsskICfpmJZh0Q==

f5740538 Location:

Summary Statistics: Min. 1.0; StDev 0.4700880561794287; Valid 278.0; Mean 1.6726618705035972; Max. 2.0;

Variable Format: numeric

Notes: UNF:6:s0Ix6Upja7piJAjgBTfJNQ==

f5740538 Location:

Summary Statistics: StDev 9.958541308670352; Min. 19.0; Valid 278.0; Mean 37.550359712230225; Max. 74.0

Variable Format: numeric

Notes: UNF:6:z7vyu/hG+/FbcCN26o6nKw==

f5740538 Location:

Summary Statistics: Min. 1.0; StDev 1.0282102512648723; Max. 6.0; Mean 2.3453237410071948; Valid 278.0

Variable Format: numeric

Notes: UNF:6:ZirQxjG3JE4+vaVhfQXJoA==

f5740538 Location:

Summary Statistics: StDev 1.608699856214602; Min. 1.0; Mean 3.7589928057553976; Valid 278.0; Max. 6.0;

Variable Format: numeric

Notes: UNF:6:BTBY5gO8G67vCzTOFB28zg==

f5740538 Location:

Variable Format: character

Notes: UNF:6:zzNPzAJIeLovT0/2ChgL6A==

f5740538 Location:

Summary Statistics: Max. 1.0; Valid 278.0; Mean 0.08992805755395693; Min. 0.0; StDev 0.28659458630522344

Variable Format: numeric

Notes: UNF:6:lS6/nL+4ZyaxrcZ938yxHg==

f5740538 Location:

Summary Statistics: Valid 278.0; Min. 0.0; StDev 0.5007850367832445; Mean 0.48920863309352475; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:Jvyn5530VZoNVkzI8tCceA==

f5740538 Location:

Summary Statistics: Max. 1.0; Min. 0.0; Mean 0.48561151079136805; Valid 278.0; StDev 0.5006942690488462;

Variable Format: numeric

Notes: UNF:6:Ve7HKyZ068+T5dQrCriNBQ==

f5740538 Location:

Summary Statistics: Min. 0.0; StDev 0.2759762605690634; Max. 1.0; Valid 278.0; Mean 0.08273381294964018

Variable Format: numeric

Notes: UNF:6:RU1apSCZwh+lO2f3MAxAxw==

f5740538 Location:

Summary Statistics: Min. 0.0; Max. 0.0; Mean 0.0; Valid 278.0; StDev 0.0;

Variable Format: numeric

Notes: UNF:6:QskAOULSKbg0czlDJTeN4w==

f5740538 Location:

Summary Statistics: Valid 278.0; Max. 1.0; Min. 0.0; Mean 0.0035971223021582874; StDev 0.05997601439040673

Variable Format: numeric

Notes: UNF:6:In1AGwGupREjQHzPqr7P9A==

f5740538 Location:

Summary Statistics: StDev 0.0; Min. 0.0; Max. 0.0; Mean 0.0; Valid 278.0

Variable Format: numeric

Notes: UNF:6:QskAOULSKbg0czlDJTeN4w==

f5740538 Location:

Summary Statistics: Valid 278.0; Max. 0.0; StDev 0.0; Min. 0.0; Mean 0.0;

Variable Format: numeric

Notes: UNF:6:QskAOULSKbg0czlDJTeN4w==

f5740538 Location:

Summary Statistics: Mean 2.050359712230215; Min. 1.0; Max. 9.0; StDev 1.0836743286824726; Valid 278.0

Variable Format: numeric

Notes: UNF:6:y7PztXynCQNHUW/QEYw0gw==

f5740538 Location:

Summary Statistics: Mean 36.517985611510795; Max. 64.0; Valid 278.0; Min. 1.0; StDev 20.904234976934937

Variable Format: numeric

Notes: UNF:6:cUJkUzlNdl8HWBvVKebaCA==

f5740538 Location:

Summary Statistics: Valid 278.0; Max. 50.0; Min. 0.0; Mean 9.546762589928061; StDev 7.806526031924525;

Variable Format: numeric

Notes: UNF:6:W9xI6sZx/YIxlp2ROAPCrw==

f5740538 Location:

Summary Statistics: StDev 4.0523289307995505; Valid 278.0; Max. 11.0; Min. 0.0; Mean 2.7985611510791393

Variable Format: numeric

Notes: UNF:6:Hpw0xeb0SbGvi+AV04lbOw==

f5740538 Location:

Summary Statistics: Max. 7.0; Mean 1.535971223021583; StDev 0.6102029246711272; Min. 1.0; Valid 278.0

Variable Format: numeric

Notes: UNF:6:/3X+u2p81u5i4E3apCi95w==

f5740538 Location:

Summary Statistics: Max. 6.0; Valid 278.0; Min. 1.0; StDev 1.2444928421232633; Mean 2.8201438848920874

Variable Format: numeric

Notes: UNF:6:wiBaSv4V7C4eHnRZZPurAA==

f5740538 Location:

Summary Statistics: Max. 20.0; StDev 2.657490336620138; Valid 278.0; Mean 6.143884892086331; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:ZUP4vEEMqjAnpDJ7ydke/A==

f5740538 Location:

Summary Statistics: StDev 0.8365342950425456; Max. 3.0; Valid 278.0; Mean 1.8776978417266188; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:5YpoX/XS0AP+TlWVHsEfWg==

f5740538 Location:

Summary Statistics: Valid 116.0; Max. 3.0; StDev 0.3419671464269374; Min. 1.0; Mean 2.9310344827586206;

Variable Format: numeric

Notes: UNF:6:NOcj7iOtivuAhFG0LRmiaw==

f5740538 Location:

Summary Statistics: Valid 278.0; Min. 1.0; Max. 5.0; StDev 1.2803924092675618; Mean 1.7194244604316555

Variable Format: numeric

Notes: UNF:6:Yr41D0bIJ/lcTBD1H1Tutw==

f5740538 Location:

Summary Statistics: Max. 3.0; Valid 278.0; Mean 1.8561151079136702; StDev 0.9655521686125736; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:fHV0nOLZe5fCR/uW/1H5ig==

f5740538 Location:

Summary Statistics: Min. 1.0; StDev 81.89631566177168; Mean 143.13669064748223; Valid 278.0; Max. 283.0;

Variable Format: numeric

Notes: UNF:6:AzGGiG06+rKDowDRVV/W/w==

f5740538 Location:

Summary Statistics: Mean 3.8273381294964004; Min. 1.0; StDev 2.7636841877442895; Max. 12.0; Valid 278.0;

Variable Format: numeric

Notes: UNF:6:AHRUVsQdSutp5rvNCi0c7w==

f5740538 Location:

Summary Statistics: Valid 240.0; StDev 3.1792097252284948; Max. 13.0; Mean 6.337500000000001; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:vRguZNl1qIus7Ita/DNsUA==

f5740538 Location:

Summary Statistics: Min. 1.0; Mean 7.101449275362318; StDev 3.368089520131317; Max. 13.0; Valid 207.0;

Variable Format: numeric

Notes: UNF:6:W3994CZWerLRXZoDPV18gA==

f5740538 Location:

Variable Format: character

Notes: UNF:6:7ppJi8U7VNzJEUG5zA/Krg==

f5740538 Location:

Summary Statistics: Max. 1.0; Mean 0.09712230215827343; StDev 0.2966582703929122; Min. 0.0; Valid 278.0;

Variable Format: numeric

Notes: UNF:6:+OuvtDsUGRjutERZ2zFhxQ==

f5740538 Location:

Summary Statistics: StDev 0.3877356504481774; Valid 278.0; Mean 0.18345323741007186; Min. 0.0; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:5GDKj7tlo/9FGgGSHd8I1A==

f5740538 Location:

Summary Statistics: Max. 1.0; StDev 0.34791164994517126; Min. 0.0; Mean 0.14028776978417276; Valid 278.0;

Variable Format: numeric

Notes: UNF:6:CGO6G1QerCwO1Y6YUKqzaQ==

f5740538 Location:

Summary Statistics: StDev 0.3935200922546111; Max. 1.0; Valid 278.0; Mean 0.19064748201438889; Min. 0.0

Variable Format: numeric

Notes: UNF:6:twFSbDb1wCGsMrhD5tUOFA==

f5740538 Location:

Summary Statistics: Min. 0.0; Mean 0.2913669064748199; Max. 1.0; StDev 0.4552116204648987; Valid 278.0

Variable Format: numeric

Notes: UNF:6:DYQopvSyYkwDoBNLALIqQA==

f5740538 Location:

Summary Statistics: Mean 0.3345323741007193; StDev 0.4726776372620445; Min. 0.0; Valid 278.0; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:WYLAHpKEi7ipFJB77BQ32w==

f5740538 Location:

Summary Statistics: StDev 0.19529435527876926; Max. 1.0; Valid 278.0; Mean 0.039568345323741; Min. 0.0

Variable Format: numeric

Notes: UNF:6:8ubrorkE0MtuPXXVga0nnA==

f5740538 Location:

Summary Statistics: Mean 0.31294964028776967; Max. 1.0; StDev 0.464530279019813; Min. 0.0; Valid 278.0;

Variable Format: numeric

Notes: UNF:6:roiGr02rgsxeZQH21FiLbQ==

f5740538 Location:

Summary Statistics: Max. 1.0; Valid 278.0; Mean 0.2769784172661873; Min. 0.0; StDev 0.4483127690381853

Variable Format: numeric

Notes: UNF:6:tWPMxFura+txMndPRVA5pw==

f5740538 Location:

Summary Statistics: Max. 1.0; Valid 278.0; Mean 0.1618705035971224; StDev 0.3689962349906708; Min. 0.0

Variable Format: numeric

Notes: UNF:6:jChQZAs82T4iJOsUyR4k6g==

f5740538 Location:

Summary Statistics: Valid 278.0; Max. 1.0; Mean 0.0863309352517986; Min. 0.0; StDev 0.2813586015206646;

Variable Format: numeric

Notes: UNF:6:vy3Mr85SgC4vyJyaqlwYNw==

f5740538 Location:

Summary Statistics: Mean 0.040650406504065074; Valid 123.0; Max. 1.0; StDev 0.19828667703811356; Min. 0.0

Variable Format: numeric

Notes: UNF:6:TBtZJrB9jokyfuT78Oe8cQ==

f5740538 Location:

Summary Statistics: Max. 1.0; Mean 0.47115384615384576; Min. 0.0; StDev 0.5003714710765005; Valid 208.0

Variable Format: numeric

Notes: UNF:6:6AMUlfNNuTGP0vef4Qa+BQ==

f5740538 Location:

Summary Statistics: Min. 0.0; Max. 1.0; Valid 166.0; Mean 0.006024096385542178; StDev 0.07761505257063332

Variable Format: numeric

Notes: UNF:6:W+4g+LrhjIwmm77DX/6n6A==

f5740538 Location:

Variable Format: character

Notes: UNF:6:7CUsrssUoBZK25dXSKqA7g==

f5740538 Location:

Summary Statistics: Valid 278.0; Mean 0.2985611510791365; Min. 0.0; StDev 0.45845220869245285; Max. 1.0

Variable Format: numeric

Notes: UNF:6:Qiar/U6IxTDdPRz6YRBFpw==

f5740538 Location:

Summary Statistics: StDev 0.31083089955107635; Valid 278.0; Min. 0.0; Mean 0.107913669064748; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:/osfHk09axXvzEJW8B0XBA==

f5740538 Location:

Summary Statistics: Valid 278.0; Mean 0.14388489208633093; Min. 0.0; Max. 1.0; StDev 0.3516059305311059

Variable Format: numeric

Notes: UNF:6:dzozO6onhB8Ia/8JXLMmYg==

f5740538 Location:

Summary Statistics: StDev 0.1773107685418037; Max. 1.0; Mean 0.03237410071942452; Valid 278.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:otNsxGfzZjMuHFhVD4T45A==

f5740538 Location:

Summary Statistics: Min. 0.0; Max. 1.0; StDev 0.27043882514077267; Mean 0.07913669064748195; Valid 278.0;

Variable Format: numeric

Notes: UNF:6:gQQBD+BPcEon+PBm/NACgQ==

f5740538 Location:

Summary Statistics: Min. 0.0; Valid 278.0; Max. 1.0; StDev 0.30149959806900073; Mean 0.1007194244604316;

Variable Format: numeric

Notes: UNF:6:tqyl0bZuFsAhjqWE8A9pyA==

f5740538 Location:

Summary Statistics: Max. 1.0; Valid 278.0; StDev 0.11930070073366343; Min. 0.0; Mean 0.014388489208633105

Variable Format: numeric

Notes: UNF:6:B+4gDrUDtjvovGu94stj/g==

f5740538 Location:

Summary Statistics: Valid 278.0; StDev 0.18655423587635006; Min. 0.0; Mean 0.03597122302158282; Max. 1.0

Variable Format: numeric

Notes: UNF:6:B1y96gZRmFDpeP69VfGtiQ==

f5740538 Location:

Summary Statistics: Mean 0.12949640287769804; Min. 0.0; StDev 0.33635404190117857; Valid 278.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:YNX030oQCsikmepRDMqNaA==

f5740538 Location:

Summary Statistics: Valid 278.0; Min. 0.0; Mean 0.1474820143884893; Max. 1.0; StDev 0.3552252420641556

Variable Format: numeric

Notes: UNF:6:mudWl0igLBY0jE82QjTAlA==

f5740538 Location:

Summary Statistics: Min. 0.0; StDev 5.87922338761528; Valid 278.0; Mean 0.4424460431654704; Max. 98.0

Variable Format: numeric

Notes: UNF:6:nZllL4q5/B6MsnXrYuVsUw==

f5740538 Location:

Summary Statistics: Min. 0.0; Max. 1.0; StDev 0.13606345686042076; Mean 0.018796992481202982; Valid 266.0

Variable Format: numeric

Notes: UNF:6:8wTdsgBkLRU0Jny0nqoULg==

f5740538 Location:

Summary Statistics: Mean 0.04924242424242439; Max. 1.0; StDev 0.21678473566050122; Min. 0.0; Valid 264.0;

Variable Format: numeric

Notes: UNF:6:Q1eILTLWOklfyFP9hIwyXA==

f5740538 Location:

Summary Statistics: StDev 0.12664893602582974; Max. 1.0; Min. 0.0; Valid 185.0; Mean 0.01621621621621619

Variable Format: numeric

Notes: UNF:6:WbqVmJ5DLRZPD6gWlBBa/Q==

f5740538 Location:

Summary Statistics: StDev 0.1036921231542219; Valid 185.0; Max. 1.0; Min. 0.0; Mean 0.010810810810810811;

Variable Format: numeric

Notes: UNF:6:ZVCvalxLOhEotpE0ysncsg==

f5740538 Location:

Summary Statistics: StDev 0.1458392785985266; Max. 1.0; Valid 185.0; Mean 0.021621621621621692; Min. 0.0

Variable Format: numeric

Notes: UNF:6:KRc8cJPYUC7tjwaCO9y5sQ==

f5740538 Location:

Summary Statistics: Valid 185.0; Min. 0.0; StDev 0.07352146220938069; Mean 0.0054054054054054205; Max. 1.0

Variable Format: numeric

Notes: UNF:6:9b/j2xwyiKFpgXZSJjo3FQ==

f5740538 Location:

Summary Statistics: Min. 0.0; Mean 0.005405405405405425; StDev 0.07352146220938072; Valid 185.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:VlZcAb7BGozqzjavRehQzw==

f5740538 Location:

Summary Statistics: Valid 185.0; Max. 1.0; Min. 0.0; StDev 0.07352146220938073; Mean 0.005405405405405428;

Variable Format: numeric

Notes: UNF:6:hcnaUDY6CPjqSuzlvN2fVw==

f5740538 Location:

Summary Statistics: Valid 185.0; StDev 0.3043939867629425; Mean 0.1027027027027027; Max. 1.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:y1a/rHwhICwgMMa3WBsSfQ==

f5740538 Location:

Variable Format: character

Notes: UNF:6:j1dg+aQTAlCftYNCEUcUDw==

f5740538 Location:

Summary Statistics: Mean 0.06584362139917695; Valid 243.0; Min. 0.0; StDev 0.2485204321514602; Max. 1.0

Variable Format: numeric

Notes: UNF:6:/p5NR5Jdf6Zatez/lzxgBg==

f5740538 Location:

Summary Statistics: Mean 0.11934156378600826; StDev 0.32485912172477543; Max. 1.0; Valid 243.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:GlwRX1Rk3a43anOKEe/Pdg==

f5740538 Location:

Summary Statistics: Max. 1.0; Valid 243.0; Mean 0.11934156378600827; Min. 0.0; StDev 0.32485912172477543

Variable Format: numeric

Notes: UNF:6:FGQVJ440CIhy1QEFX+98uA==

f5740538 Location:

Summary Statistics: Valid 243.0; Mean 0.11934156378600809; Max. 1.0; StDev 0.3248591217247755; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:wVWDKLHdUP4+71iCclpORQ==

f5740538 Location:

Summary Statistics: Min. 0.0; Mean 0.13580246913580257; Valid 243.0; Max. 1.0; StDev 0.34328576702962454

Variable Format: numeric

Notes: UNF:6:4PwFAD64HZCiyvddXXHZLg==

f5740538 Location:

Summary Statistics: Valid 243.0; Mean 0.18106995884773683; Max. 1.0; Min. 0.0; StDev 0.38587092546419444

Variable Format: numeric

Notes: UNF:6:noNqVocR215hRdNQe7hORw==

f5740538 Location:

Summary Statistics: Valid 243.0; StDev 0.19905227277922474; Mean 0.04115226337448557; Max. 1.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:njcQtpz3tFLT4adQvQLSKg==

f5740538 Location:

Summary Statistics: Max. 1.0; StDev 0.40806080559038693; Min. 0.0; Mean 0.2098765432098765; Valid 243.0;

Variable Format: numeric

Notes: UNF:6:ZeZiGF7b2L1yrIesmsp2Gw==

f5740538 Location:

Summary Statistics: Min. 0.0; Mean 0.1563786008230453; Valid 243.0; Max. 1.0; StDev 0.3639635639783462;

Variable Format: numeric

Notes: UNF:6:Nw9GCF0IQR6Bsl6OpGd8CQ==

f5740538 Location:

Summary Statistics: Mean 0.08264462809917356; Valid 242.0; StDev 0.2759149805760693; Min. 0.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:GGbEit8bMNa8vNzJZGtxtw==

f5740538 Location:

Summary Statistics: Min. 0.0; Max. 1.0; StDev 0.43026433291620697; Valid 242.0; Mean 0.24380165289256206

Variable Format: numeric

Notes: UNF:6:gD461Gls+AQQu0DRq3CiAw==

f5740538 Location:

Summary Statistics: Valid 105.0; Mean 0.02857142857142862; Max. 1.0; Min. 0.0; StDev 0.16739766432653122;

Variable Format: numeric

Notes: UNF:6:NLDQSEqgDLKXVEctWfZLiw==

f5740538 Location:

Summary Statistics: Mean 0.49230769230769345; Max. 1.0; Min. 0.0; Valid 195.0; StDev 0.5012276759995858

Variable Format: numeric

Notes: UNF:6:7aeboASWNXbuzDkvx8BZAw==

f5740538 Location:

Variable Format: character

Notes: UNF:6:2dkRW5s2whx5WN5uTXXJTA==

f5740538 Location:

Summary Statistics: Valid 243.0; Mean 0.09465020576131677; Min. 0.0; StDev 0.2933353739343364; Max. 1.0

Variable Format: numeric

Notes: UNF:6:bV/bvTiX56nwCat+4Xa8HA==

f5740538 Location:

Summary Statistics: Valid 243.0; Max. 1.0; StDev 0.24852043215146036; Min. 0.0; Mean 0.0658436213991771

Variable Format: numeric

Notes: UNF:6:xun4IB0CXOF6rrt15ZKwrg==

f5740538 Location:

Summary Statistics: Valid 243.0; Min. 0.0; StDev 0.32485912172477543; Mean 0.11934156378600812; Max. 1.0

Variable Format: numeric

Notes: UNF:6:QdwhUnNNckWwFnOl/Lg+Nw==

f5740538 Location:

Summary Statistics: Valid 243.0; Mean 0.037037037037036966; Min. 0.0; Max. 1.0; StDev 0.18924236358783017;

Variable Format: numeric

Notes: UNF:6:XwU2AQ8tryJ59/7jYGYOfQ==

f5740538 Location:

Summary Statistics: Valid 243.0; Mean 0.03703703703703698; StDev 0.18924236358783014; Min. 0.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:crGeIPmReBx5HB83QZLu7w==

f5740538 Location:

Summary Statistics: Valid 243.0; StDev 0.3149183286488861; Min. 0.0; Mean 0.11111111111111115; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:6BoHyNr0dMkOUVAQCUrQaA==

f5740538 Location:

Summary Statistics: Valid 243.0; Max. 1.0; Mean 0.020576131687242833; StDev 0.14225340184698707; Min. 0.0

Variable Format: numeric

Notes: UNF:6:LzOmXpbZ1yxUynr7AMcW9g==

f5740538 Location:

Summary Statistics: Min. 0.0; Valid 243.0; StDev 0.21711298242631077; Max. 1.0; Mean 0.049382716049382595;

Variable Format: numeric

Notes: UNF:6:gH6DQi1jX0mPpBHRIGqFUw==

f5740538 Location:

Summary Statistics: Mean 0.1646090534979423; StDev 0.3715927181500709; Max. 1.0; Valid 243.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:EK3jbeadluPyapeHcbGsuQ==

f5740538 Location:

Summary Statistics: Valid 243.0; Min. 0.0; Max. 98.0; StDev 6.286702931175923; Mean 0.5967078189300402;

Variable Format: numeric

Notes: UNF:6:oSBYkQY7yJ38zh0t49C4Mg==

f5740538 Location:

Summary Statistics: StDev 0.36782103951582046; Valid 243.0; Max. 1.0; Mean 0.16049382716049398; Min. 0.0

Variable Format: numeric

Notes: UNF:6:khreUB7WzhPrScqoxYeTOg==

f5740538 Location:

Summary Statistics: StDev 0.22286260912934608; Mean 0.05217391304347819; Max. 1.0; Min. 0.0; Valid 230.0

Variable Format: numeric

Notes: UNF:6:msbpoiJN84C8PuWrkOKIzA==

f5740538 Location:

Summary Statistics: Min. 0.0; Max. 1.0; Mean 0.06372549019607855; StDev 0.2448641789749549; Valid 204.0

Variable Format: numeric

Notes: UNF:6:H7DK2H0H6aOUJkjFynM+Qg==

f5740538 Location:

Summary Statistics: Max. 1.0; Valid 204.0; StDev 0.07001400420140039; Min. 0.0; Mean 0.004901960784313732;

Variable Format: numeric

Notes: UNF:6:SbULZOXcOTb5Cm8Zz24O8w==

f5740538 Location:

Summary Statistics: Max. 1.0; Min. 0.0; Valid 204.0; Mean 0.004901960784313732; StDev 0.07001400420140046

Variable Format: numeric

Notes: UNF:6:oNrywtT9XNtG+V0LYXqIwA==

f5740538 Location:

Summary Statistics: Max. 1.0; Valid 204.0; StDev 0.09877057450722065; Min. 0.0; Mean 0.009803921568627463

Variable Format: numeric

Notes: UNF:6:saSN2rLoItn8/oLN4bmwVA==

f5740538 Location:

Summary Statistics: Min. 0.0; StDev 0.2770653151048585; Max. 1.0; Mean 0.08333333333333331; Valid 204.0

Variable Format: numeric

Notes: UNF:6:n9l8r/aRTEOha/msXkIxOw==

f5740538 Location:

Summary Statistics: Valid 204.0; Min. 0.0; Mean 0.014705882352941206; Max. 1.0; StDev 0.12066895546294454

Variable Format: numeric

Notes: UNF:6:eavCBO35hEFkB945QNBpkQ==

f5740538 Location:

Summary Statistics: Valid 204.0; StDev 0.07001400420140044; Min. 0.0; Mean 0.004901960784313732; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:EgMOxKpMhQUggaX/UnsXWA==

f5740538 Location:

Summary Statistics: Mean 0.10917030567685584; Min. 0.0; StDev 0.31253590922160623; Valid 229.0; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:ze2VfHNfQx8M6rNp9n+XQQ==

f5740538 Location:

Variable Format: character

Notes: UNF:6:oCRNRMXruDfw6whw+fzd+g==

f5740538 Location:

Summary Statistics: Min. 0.0; StDev 0.27522157652684115; Max. 1.0; Valid 207.0; Mean 0.08212560386473415

Variable Format: numeric

Notes: UNF:6:GMzEWCq8VNbpHR0RX4KWBA==

f5740538 Location:

Summary Statistics: Max. 1.0; Min. 0.0; StDev 0.31503154753755136; Valid 207.0; Mean 0.11111111111111135;

Variable Format: numeric

Notes: UNF:6:7uKdPWrVCuS66WUeT6Zc4g==

f5740538 Location:

Summary Statistics: Mean 0.10628019323671495; Valid 207.0; Min. 0.0; StDev 0.3089430442748111; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:Pl822CB4iYe3an4k+RV98Q==

f5740538 Location:

Summary Statistics: StDev 0.29615360133501195; Valid 207.0; Mean 0.09661835748792272; Min. 0.0; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:pXguIp3FXTW/SD1eW1yv1w==

f5740538 Location:

Summary Statistics: Max. 1.0; Min. 0.0; StDev 0.30265464006419057; Valid 207.0; Mean 0.10144927536231903

Variable Format: numeric

Notes: UNF:6:vJcNI33Aj9fogtSYgeR/TQ==

f5740538 Location:

Summary Statistics: Valid 207.0; Max. 1.0; Mean 0.15458937198067607; Min. 0.0; StDev 0.3623891869235593

Variable Format: numeric

Notes: UNF:6:rk/y+bysQb0ezdiUYkdfWQ==

f5740538 Location:

Summary Statistics: StDev 0.18119459346177966; Max. 1.0; Min. 0.0; Valid 207.0; Mean 0.03381642512077291;

Variable Format: numeric

Notes: UNF:6:Pduoz0P9cQp51SmvShbSxA==

f5740538 Location:

Summary Statistics: Mean 0.1545893719806764; StDev 0.3623891869235589; Valid 207.0; Max. 1.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:QEV82U3d06Bb3PhIO0s0Lw==

f5740538 Location:

Summary Statistics: Mean 0.10144927536231885; StDev 0.3026546400641908; Max. 1.0; Min. 0.0; Valid 207.0

Variable Format: numeric

Notes: UNF:6:tbltnpn58gxI8XbFbjXSmA==

f5740538 Location:

Summary Statistics: Max. 1.0; StDev 0.2593029417642241; Valid 208.0; Mean 0.07211538461538464; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:ZW6YIvWSFSK+vtR9tc0NJQ==

f5740538 Location:

Summary Statistics: Min. 0.0; Max. 1.0; StDev 0.43750146568864806; Mean 0.25603864734299536; Valid 207.0;

Variable Format: numeric

Notes: UNF:6:nv7G6OGpy55ZzJymsYcgPw==

f5740538 Location:

Summary Statistics: Max. 1.0; Valid 82.0; StDev 0.18889685938866618; Min. 0.0; Mean 0.036585365853658534

Variable Format: numeric

Notes: UNF:6:o3EgXMl7aGzhiZNtYR8/Eg==

f5740538 Location:

Summary Statistics: Valid 170.0; Min. 0.0; Max. 1.0; StDev 0.4986581367507399; Mean 0.5529411764705874

Variable Format: numeric

Notes: UNF:6:C20lTu/0bX1MpIvWlGgSQw==

f5740538 Location:

Variable Format: character

Notes: UNF:6:EkjUp2IiLMUiKHvgJC38gQ==

f5740538 Location:

Summary Statistics: Mean 0.07246376811594196; StDev 0.25988275435468083; Max. 1.0; Min. 0.0; Valid 207.0

Variable Format: numeric

Notes: UNF:6:3wx1QNTEu/JH+9FVHHHmuw==

f5740538 Location:

Summary Statistics: Mean 0.07729468599033804; Min. 0.0; Valid 207.0; StDev 0.26770586873673524; Max. 1.0

Variable Format: numeric

Notes: UNF:6:jM8IguYIB2jS/+3iM+JJIg==

f5740538 Location:

Summary Statistics: Valid 207.0; StDev 0.2961536013350119; Min. 0.0; Mean 0.09661835748792272; Max. 1.0

Variable Format: numeric

Notes: UNF:6:G5oc2iQ35OkQazzBkrAW5A==

f5740538 Location:

Summary Statistics: Mean 0.038647342995169046; StDev 0.19322029853816586; Max. 1.0; Valid 207.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:rvRCvCSUmg7ESByu0SXHFw==

f5740538 Location:

Summary Statistics: Valid 207.0; StDev 0.18119459346177963; Min. 0.0; Mean 0.03381642512077287; Max. 1.0

Variable Format: numeric

Notes: UNF:6:wueA6HO4PPFCoO3MLxYpIQ==

f5740538 Location:

Summary Statistics: Mean 0.15458937198067646; Max. 1.0; Valid 207.0; Min. 0.0; StDev 0.3623891869235582

Variable Format: numeric

Notes: UNF:6:RX8f5jBKD8vfwqSMflY1AA==

f5740538 Location:

Summary Statistics: Max. 1.0; Valid 207.0; StDev 0.1932202985381663; Min. 0.0; Mean 0.03864734299516904

Variable Format: numeric

Notes: UNF:6:lc8Cl+RpGOAiqP8v8/RW5Q==

f5740538 Location:

Summary Statistics: Min. 0.0; Mean 0.05314009661835752; StDev 0.22485657712786747; Valid 207.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:sXW1kfTUJJLdz0w8Ri3ESg==

f5740538 Location:

Summary Statistics: Mean 0.09661835748792254; Valid 207.0; Min. 0.0; StDev 0.2961536013350116; Max. 1.0

Variable Format: numeric

Notes: UNF:6:ewqTz8kv/vuuY/v0Yqp8KQ==

f5740538 Location:

Summary Statistics: Mean 1.625; Max. 98.0; StDev 11.69391228550406; Min. 0.0; Valid 208.0;

Variable Format: numeric

Notes: UNF:6:lg5CvMFyU1jzr6mPZQ5ezw==

f5740538 Location:

Summary Statistics: Max. 1.0; StDev 0.3521711603729632; Valid 208.0; Mean 0.1442307692307688; Min. 0.0

Variable Format: numeric

Notes: UNF:6:0HW22uW+SSNWHQDMZrBXeQ==

f5740538 Location:

Summary Statistics: Valid 208.0; StDev 0.2746150307017593; Max. 1.0; Mean 0.08173076923076901; Min. 0.0

Variable Format: numeric

Notes: UNF:6:Ehp4IPl55grWcaZZGTX4dw==

f5740538 Location:

Summary Statistics: Valid 222.0; Max. 1.0; Mean 0.06756756756756759; Min. 0.0; StDev 0.25156961098197467

Variable Format: numeric

Notes: UNF:6:lOlAvTvdzDXsnQcucwB3Uw==

f5740538 Location:

Summary Statistics: StDev 0.2266353475858208; Max. 1.0; Valid 222.0; Mean 0.054054054054054106; Min. 0.0

Variable Format: numeric

Notes: UNF:6:9ofV2Mti9Ym6fvuwS209vw==

f5740538 Location: