Higher farmer willingness to pay for quality cassava (Manihot esculenta Crantz) planting materials: evidence from experimental auctions in Cambodia and Lao PDR. Replication data including socioeconomic survey and experimental auction results (doi:10.7910/DVN/JMEIAB)

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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
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Document Description

Citation

Title:

Higher farmer willingness to pay for quality cassava (Manihot esculenta Crantz) planting materials: evidence from experimental auctions in Cambodia and Lao PDR. Replication data including socioeconomic survey and experimental auction results

Identification Number:

doi:10.7910/DVN/JMEIAB

Distributor:

Harvard Dataverse

Date of Distribution:

2024-05-30

Version:

1

Bibliographic Citation:

Delaquis, Erik; Mienmany, Bandit; Slavchevska, Vanya Mihova; Almekinders, Conny J. M.; Newby, Jonathan Craig; Sareth, Chea; Tanthapone, Chanpasouk; Struik, Paul C., 2024, "Higher farmer willingness to pay for quality cassava (Manihot esculenta Crantz) planting materials: evidence from experimental auctions in Cambodia and Lao PDR. Replication data including socioeconomic survey and experimental auction results", https://doi.org/10.7910/DVN/JMEIAB, Harvard Dataverse, V1, UNF:6:AQLYlVpzo+oDzb/QtGenjQ== [fileUNF]

Study Description

Citation

Title:

Higher farmer willingness to pay for quality cassava (Manihot esculenta Crantz) planting materials: evidence from experimental auctions in Cambodia and Lao PDR. Replication data including socioeconomic survey and experimental auction results

Identification Number:

doi:10.7910/DVN/JMEIAB

Authoring Entity:

Delaquis, Erik (International Center for Tropical Agriculture - CIAT)

Mienmany, Bandit (Independent consultant)

Slavchevska, Vanya Mihova (International Center for Tropical Agriculture - CIAT)

Almekinders, Conny J. M. (Wageningen University & Research)

Newby, Jonathan Craig (International Center for Tropical Agriculture - CIAT)

Sareth, Chea (Cambodian Agricultural Research and Development Institute)

Tanthapone, Chanpasouk (National Agriculture and Forestry Research Institute, Lao PDR)

Struik, Paul C. (Wageningen University & Research)

Other identifications and acknowledgements:

Erik Delaquis

Producer:

International Center for Tropical Agriculture

Date of Production:

2021-04-05

Grant Number:

A395-Establishing sustainable solutions to cassava diseases in mainland Southeast Asia

Grant Number:

A293-CGIAR Research Program: Roots, Tubers; and Bananas for food security and income

Distributor:

Harvard Dataverse

Distributor:

International Center for Tropical Agriculture

Access Authority:

Alliance Data Management

Depositor:

Alliance Data Management

Date of Deposit:

2023-06-28

Holdings Information:

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

Study Scope

Keywords:

Agricultural Sciences, Earth and Environmental Sciences, willingness to pay, cassava, seed characteristics, Asia, Crops for Nutrition and Health, CGIAR Research Program on Roots, Tubers and Bananas

Topic Classification:

seed, auctions

Abstract:

Data includes paired socioeconomic survey responses and results from experimental auctions for cassava planting material in Cambodia (4 provinces, N=321) and Lao PDR (5 provinces, N=391). This information was gathered to measure farmer demand / willingness to pay for different classes of cassava planting material with different traits. The goal of the activity was to understand farmer behavior and preferences surrounding seed purchase and exchange.<br><br> Metodology:Surveys and auction responses were gathered between 10 November, 2020 and 5 April, 2021, from cassava growing households across the major cassava production areas of both countries. Post-survey auctions were conducted on groups of 20 participants with three experimental products: farmer seed, an elite cassava variety less susceptible to cassava mosaic disease, and the same elite variety tested and virus-free. Participants placed bids for the maximum they would pay for a single 20 stem bundle of planting material of each product in a single full round, silent bidding approach. The study was designed to elicit farmer willingness to pay for improved planting materials.

Time Period:

2020-11-10-2021-04-05

Date of Collection:

2020-11-10-2021-04-05

Country:

Lao People's Democratic Republic, Cambodia

Geographic Unit(s):

Subregion, binational

Geographic Bounding Box:
  • West Bounding Longitude: 101.016029
  • East Bounding Longitude: 106.229752
  • South Bounding Latitude: 11.692342
  • North Bounding Latitude: 18.756044

Unit of Analysis:

Individuals, households, village, district, province, country

Universe:

Cassava producers of any age, sex, or ethnicity in major cassava producing provinces of Cambodia and Lao PDR

Kind of Data:

Aggregate Data

Kind of Data:

Experimental Data

Kind of Data:

Survey Data

Kind of Data:

Socio-economic Data

Methodology and Processing

Sampling Procedure:

Purposeful selection of districts and villages in collaboration with national authorities; semi-random sampling of participants from attendees to auction events at village meetings

Type of Research Instrument:

Socio-economic survey and experimental auction procedure

Sources Statement

Data Access

Other Study Description Materials

File Description--f7223326

File: 03a. raw_data_anonymized.tab

  • Number of cases: 712

  • No. of variables per record: 256

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

Notes:

UNF:6:AQLYlVpzo+oDzb/QtGenjQ==

Variable Description

List of Variables:

Variables

0_1_farmer_id

f7223326 Location:

Summary Statistics: Mean 356.5; Min. 1.0; Max. 712.0; Valid 712.0; StDev 205.68098275403747

Variable Format: numeric

Notes: UNF:6:SFcVsxTQHozpYi5HOFgMLw==

1_0_farmer_consented_1_yes_0_no

f7223326 Location:

Summary Statistics: Mean 1.0; Valid 712.0; Min. 1.0; Max. 1.0; StDev 0.0;

Variable Format: numeric

Notes: UNF:6:jTdDkjSO7xKRzlSrBOKVzg==

1_1a_date_of_interview

f7223326 Location:

Variable Format: character

Notes: UNF:6:KCE6qcrC2FlYxILFYpIlDQ==

1_1b_time_of_interview

f7223326 Location:

Variable Format: character

Notes: UNF:6:udumOYnafsd5unRTI16MZw==

1_2_are_you_the_main_decision_maker_in_your_household_1_yes_0_no

f7223326 Location:

Summary Statistics: Max. 2.0; Mean 0.9859550561797754; Min. 0.0; Valid 712.0; StDev 0.12915145854009907;

Variable Format: numeric

Notes: UNF:6:CZ6Is7zGwIw0ux60iCcSCw==

1_4_farmer_name

f7223326 Location:

Variable Format: character

Notes: UNF:6:RvSwHG81tXDNbNZqk2dMKg==

1_5_name_of_enumerator

f7223326 Location:

Variable Format: character

Notes: UNF:6:Gk7f/Bk68y660xXl6410fw==

1_6_gender

f7223326 Location:

Variable Format: character

Notes: UNF:6:qw9SC4E9iQSLOED/uGZQwA==

1_6_gender_dummy

f7223326 Location:

Summary Statistics: Max. 1.0; StDev 0.49984589669971197; Mean 0.5224719101123602; Min. 0.0; Valid 712.0

Variable Format: numeric

Notes: UNF:6:x+y2kso3wmcDqck2YJmf1g==

1_7_farmer_id_number

f7223326 Location:

Summary Statistics: Min. 1.0; Mean 10.449438202247189; Valid 712.0; Max. 21.0; StDev 5.787393518205956

Variable Format: numeric

Notes: UNF:6:BirCYBqM5htJkd0HYOOJvQ==

1_8_ethnicity

f7223326 Location:

Variable Format: character

Notes: UNF:6:QY5hbACr4l2I4oUpF/BKgg==

1_8_dummy

f7223326 Location:

Summary Statistics: Valid 712.0; StDev 0.3160303087599914; Mean 0.11235955056179714; Min. 0.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:puIdx0QzXHBcNwxGnlTdhg==

1_9_farmer_s_age_yrs

f7223326 Location:

Summary Statistics: StDev 11.827494170926595; Min. 19.0; Mean 45.64722617354195; Max. 80.0; Valid 703.0;

Variable Format: numeric

Notes: UNF:6:23wgbA5uBlv0enWY1X3LHA==

1_10_telephone_number_farmer

f7223326 Location:

Variable Format: character

Notes: UNF:6:RvSwHG81tXDNbNZqk2dMKg==

1_11_country

f7223326 Location:

Variable Format: character

Notes: UNF:6:vpZDedNgVax5qanANSzFEw==

1_12_province

f7223326 Location:

Variable Format: character

Notes: UNF:6:CvnsBYRgIRr1tDsGckvcPg==

1_13_district

f7223326 Location:

Variable Format: character

Notes: UNF:6:Yb+SVNc6p0Wd/Lu661iahg==

1_14_commune

f7223326 Location:

Variable Format: character

Notes: UNF:6:rueZYT+B5Vljd104l+LnqQ==

1_15_village

f7223326 Location:

Variable Format: character

Notes: UNF:6:csLP9eYWdGpkjHadUF730g==

1_15_latitude

f7223326 Location:

Summary Statistics: Min. 11.900264; Valid 712.0; Max. 18.636985; StDev 2.463123144676624; Mean 14.979461407303369

Variable Format: numeric

Notes: UNF:6:EeW2giRWJKTwXzq1uZDRWQ==

1_15_longitude

f7223326 Location:

Summary Statistics: StDev 1.73796428252087; Max. 106.763065; Mean 104.34303332865169; Min. 101.182445; Valid 712.0

Variable Format: numeric

Notes: UNF:6:08LllDyfRH+C8v3hedQ8cw==

2_1_number_of_years_education

f7223326 Location:

Variable Format: character

Notes: UNF:6:dr5VviX7A7gCDfz6cWD3oQ==

2_2_can_you_read_and_write

f7223326 Location:

Summary Statistics: Min. 0.0; Mean 1.6811797752808986; Valid 712.0; StDev 0.6736217465077601; Max. 6.0

Variable Format: numeric

Notes: UNF:6:+ikR35KP9OABTIP9o6BJaw==

2_3am_male_in_household

f7223326 Location:

Summary Statistics: StDev 1.3118973005133872; Min. 0.0; Mean 2.771067415730338; Max. 9.0; Valid 712.0;

Variable Format: numeric

Notes: UNF:6:s0toWaVHBj8EphbKY63MJw==

2_3am_share

f7223326 Location:

Summary Statistics: Min. 0.0; Max. 1.0; Valid 712.0; StDev 0.15654208972316283; Mean 0.495153064005618;

Variable Format: numeric

Notes: UNF:6:wyZ927MmhC7VcQPDNaxZtQ==

2_3af_female_in_household

f7223326 Location:

Summary Statistics: Max. 10.0; Valid 712.0; StDev 1.2854680609476168; Mean 2.7977528089887653; Min. 0.0

Variable Format: numeric

Notes: UNF:6:6vlSzU+KkKDVuGwe19ANoA==

2_3af_share

f7223326 Location:

Summary Statistics: Min. 0.0; Max. 1.0; Valid 712.0; StDev 0.15654208972316283; Mean 0.504846935994382;

Variable Format: numeric

Notes: UNF:6:QfakLgF/hS6HG0WBfm5hiQ==

2_3_total

f7223326 Location:

Summary Statistics: Max. 15.0; StDev 1.9132478439084897; Valid 712.0; Mean 5.568820224719098; Min. 2.0

Variable Format: numeric

Notes: UNF:6:RZbDzkV2oG9n0PvQR/QqRQ==

2_3b_how_many_live_and_eat_together_at_home_during_the_last_6_months

f7223326 Location:

Summary Statistics: Max. 15.0; StDev 1.8833785497374886; Mean 5.251404494382019; Valid 712.0; Min. 2.0

Variable Format: numeric

Notes: UNF:6:AHgUxSqn4iZx9Zz1FyCXYA==

2_4_number_of_members_less_than_5_years_of_age

f7223326 Location:

Summary Statistics: Min. 0.0; Mean 0.5533707865168538; Valid 712.0; StDev 0.8352062582553562; Max. 9.0;

Variable Format: numeric

Notes: UNF:6:q0kbN0zu5313lp90A5UwGQ==

2_5_your_relationship_to_the_head_of_the_1_self_2_spouse_3_other

f7223326 Location:

Variable Format: character

Notes: UNF:6:PAygqBizhGqmtlv4Ykf72Q==

2_5_other

f7223326 Location:

Variable Format: character

Notes: UNF:6:0C7BVs7MS9x7anykoNfqzQ==

2_7_what_is_the_gender_of_the_head_of_your_hh_1_male_0_female

f7223326 Location:

Summary Statistics: Min. 0.0; Valid 712.0; Max. 1.0; Mean 0.9438202247191014; StDev 0.23043043252082843;

Variable Format: numeric

Notes: UNF:6:zmxJu0B+Xw7sPtDOwjSZtQ==

2_8_number_of_years_living_in_this_village

f7223326 Location:

Summary Statistics: Mean 30.70786516853932; StDev 16.682997735386103; Valid 712.0; Min. 1.0; Max. 75.0

Variable Format: numeric

Notes: UNF:6:yU/bI/228ZV7ON8hYJKeiw==

2_9_number_of_years_growing_cassava_total

f7223326 Location:

Summary Statistics: Valid 712.0; Mean 7.090589887640437; StDev 5.586714065870343; Max. 43.0; Min. 0.2

Variable Format: numeric

Notes: UNF:6:p61eAVfxqoEPh7QW9lNO2A==

2_10a_village_chief

f7223326 Location:

Summary Statistics: Max. 6.0; StDev 0.5573917962267284; Valid 712.0; Mean 0.5660112359550539; Min. 0.0

Variable Format: numeric

Notes: UNF:6:GCogFaENLo9KPpzEJKnR2A==

2_10b_any_cassava_trader_factory_owner

f7223326 Location:

Summary Statistics: Valid 711.0; Max. 3.0; StDev 0.45582147997668004; Mean 0.27426160337552885; Min. 0.0

Variable Format: numeric

Notes: UNF:6:RjTxx6mQ79I8wbFt4FADOw==

2_10c_agriculture_officer_extension_agent_farmer_promoter

f7223326 Location:

Summary Statistics: Mean 0.10689170182841118; Max. 3.0; Valid 711.0; StDev 0.3354127805039824; Min. 0.0

Variable Format: numeric

Notes: UNF:6:YLwCC6yste3x5cZzwj8SjA==

2_10d_any_political_appointee_official

f7223326 Location:

Summary Statistics: Min. 0.0; StDev 0.21269880973145736; Mean 0.0351617440225039; Valid 711.0; Max. 3.0

Variable Format: numeric

Notes: UNF:6:Y++AGgI739WLVWikcDvEYw==

sum_social_network

f7223326 Location:

Summary Statistics: Min. 0.0; Valid 712.0; StDev 1.1092011547763936; Mean 0.9817415730337127; Max. 12.0;

Variable Format: numeric

Notes: UNF:6:F3FBKgBni5vRT07js9t7wQ==

social_connections_dummy

f7223326 Location:

Summary Statistics: Valid 712.0; Min. 0.0; StDev 0.48850751895393524; Max. 1.0; Mean 0.6081460674157295

Variable Format: numeric

Notes: UNF:6:EOO8ldTKxPPAGe4UpSxGFQ==

2_11a_management_of_cassava

f7223326 Location:

Variable Format: character

Notes: UNF:6:XdC6qJCTx96y2suLcMjWbQ==

2_11b_decision_making_on_planting_material_of_cassava

f7223326 Location:

Variable Format: character

Notes: UNF:6:Am5gP5GGBN0EFyTz3/5XNw==

2_11c_sales_of_cassava_products

f7223326 Location:

Variable Format: character

Notes: UNF:6:JHanrsmviurPRzK2HXgxBw==

2_11d_in_charge_over_revenues_gained_from_cassava

f7223326 Location:

Variable Format: character

Notes: UNF:6:3a/Tv4NbV6tZWbPosXf5Yw==

2_12a_what_is_the_total_size_of_your_farm_include_all_lands_you_manage_ha

f7223326 Location:

Summary Statistics: Valid 711.0; Min. 0.32; Max. 100.0; StDev 5.263416162408071; Mean 4.5205485232067515

Variable Format: numeric

Notes: UNF:6:3K/+WclJ+HhNyPWXWHodfw==

2_12c_how_much_of_this_area_is_planted_with_cassava_this_year

f7223326 Location:

Summary Statistics: StDev 2.784322574238024; Valid 712.0; Max. 40.0; Mean 2.5662359550561775; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:5mj0og0hmHNyDxqcBBwnEQ==

2_12c_share

f7223326 Location:

Summary Statistics: Max. 1.0; Mean 0.6684812350140654; StDev 0.30288339964363664; Valid 711.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:Z+tAPA+ZE5jNSEblHUgViA==

2_12d_how_much_of_this_land_does_your_household_own

f7223326 Location:

Summary Statistics: Max. 40.0; Valid 711.0; Min. 0.0; StDev 3.685912348299329; Mean 3.519859353023908

Variable Format: numeric

Notes: UNF:6:kkHrYiF5nJV8uqHkOq1X1A==

2_12d_share

f7223326 Location:

Summary Statistics: StDev 0.35695878959122623; Min. 0.0; Valid 711.0; Mean 0.8280805318677921; Max. 5.375

Variable Format: numeric

Notes: UNF:6:lBb7MQEcALv3+knVV/TlYA==

2_13a_fresh_roots_sold_to

f7223326 Location:

Variable Format: character

Notes: UNF:6:oM7HltyMhCJB9RomjoxQIw==

2_13a_dummy

f7223326 Location:

Summary Statistics: StDev 0.0; Min. 1.0; Max. 1.0; Mean 1.0; Valid 520.0;

Variable Format: numeric

Notes: UNF:6:CIWHRfRG2w56CNerFFecbg==

2_13b_chips_sold_to

f7223326 Location:

Variable Format: character

Notes: UNF:6:xwa+uHXmsU+IzsxcdPMXkA==

2_13b_dummy

f7223326 Location:

Summary Statistics: StDev 0.0; Min. 1.0; Valid 234.0; Mean 1.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:UXarV9P3qPk4rhWvTNtH0A==

3_1_are_you_a_member_of_farmer_group_organization_1_yes_0_no

f7223326 Location:

Summary Statistics: Max. 1.0; Mean 0.24438202247190988; Valid 712.0; StDev 0.4300222872088442; Min. 0.0

Variable Format: numeric

Notes: UNF:6:gTfyeRypenaD5WeK0LrICQ==

3_2_if_yes_does_this_group_deal_with_cassava_1_yes_0_no

f7223326 Location:

Summary Statistics: StDev 0.40478128299722904; Valid 660.0; Mean 0.20606060606060575; Min. 0.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:v+y4D7lag9+yTnS9AWzUcQ==

3_3_if_2_is_yes_does_the_group_help_in_marketing_of_cassava_roots_or_chips_1_yes_0_no

f7223326 Location:

Summary Statistics: Valid 651.0; Min. 0.0; Mean 0.13824884792626743; StDev 0.3454263891006769; Max. 1.0

Variable Format: numeric

Notes: UNF:6:7w2QuP4dCwL7bnkfBmS6iw==

3_4a_have_you_ever_received_any_training_on_cassava_production

f7223326 Location:

Variable Format: character

Notes: UNF:6:ZhYYQeYNk6p4o4Or/bp+GQ==

3_4a_dummy

f7223326 Location:

Summary Statistics: Max. 1.0; Valid 712.0; Mean 0.41151685393258425; Min. 0.0; StDev 0.49245440263516527;

Variable Format: numeric

Notes: UNF:6:7/TJ5RtRVOBl9mfDsLUDsg==

3_4b_if_yes_did_any_of_the_training_include_topics_on_cassava_stem_quality_1_yes_0_no

f7223326 Location:

Summary Statistics: Max. 1.0; Valid 668.0; Min. 0.0; Mean 0.32784431137724607; StDev 0.4697795198962136

Variable Format: numeric

Notes: UNF:6:XuLxtnSnuaMWt1DQ2NS1ig==

3_5_have_you_ever_received_training_on_cassava_stem_multiplication_1_yes_0_no

f7223326 Location:

Summary Statistics: StDev 0.456151904925579; Valid 689.0; Min. 0.0; Mean 0.27431059506531175; Max. 2.0

Variable Format: numeric

Notes: UNF:6:pZhQ8pZp4+GJ3640GiLAmw==

3_6_which_type_of_savings_and_credit_schemes_do_you_access_see_code_1_4

f7223326 Location:

Summary Statistics: StDev 1.337377713841859; Min. 0.0; Valid 712.0; Max. 4.0; Mean 3.199438202247189

Variable Format: numeric

Notes: UNF:6:4BDWLwGsBWhRy1jL6POmiA==

3_7a_how_do_you_usually_travel_to_your_cassava_field_see_code_1_7

f7223326 Location:

Summary Statistics: Max. 8.0; Mean 3.88623595505618; StDev 1.9900544248151975; Min. 1.0; Valid 712.0

Variable Format: numeric

Notes: UNF:6:/UedN/AQ5eHirMhu652NRQ==

3_7a_2

f7223326 Location:

Variable Format: character

Notes: UNF:6:I5zatER5g4wx1t1xeiTizw==

3_7a_3

f7223326 Location:

Summary Statistics: Valid 35.0; StDev 1.7977577070087176; Max. 7.0; Mean 4.942857142857143; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:HbTelcSTJTNsKUNuIdg/fQ==

3_7a_4

f7223326 Location:

Summary Statistics: StDev 0.37796447300922725; Mean 6.142857142857143; Valid 7.0; Max. 7.0; Min. 6.0

Variable Format: numeric

Notes: UNF:6:VCAnCmMmD8bcyoKJiHJk4w==

3_7b_travel_to_the_nearest_collection_point_factory_minutes

f7223326 Location:

Summary Statistics: StDev 49.21122910878489; Valid 669.0; Max. 360.0; Min. 1.0; Mean 47.68759342301953;

Variable Format: numeric

Notes: UNF:6:oQjACtjLSnAHeKgOeoun3w==

4_0_number_varieties_grown

f7223326 Location:

Summary Statistics: StDev 0.542157174275348; Min. 1.0; Mean 1.2542134831460667; Valid 712.0; Max. 4.0;

Variable Format: numeric

Notes: UNF:6:GXF57wF9poNh4Zn0e7QXeQ==

4_1a_variety_name

f7223326 Location:

Variable Format: character

Notes: UNF:6:abz+D6Y92SUKfhtOftAHrA==

4_1b_obtained_from_source_see_code_1_16

f7223326 Location:

Variable Format: character

Notes: UNF:6:+V2ihg0qWRGDSw4z3mKvTw==

4_1c_obtained_from_location

f7223326 Location:

Variable Format: character

Notes: UNF:6:4O3oJhQmcWcM6odLThPsyg==

4_1c_obtained_from_location_detail

f7223326 Location:

Variable Format: character

Notes: UNF:6:/AK6PpEfMGYSb6VkE2ODTQ==

4_1d_what_was_the_method_of_acquisition_last_season_1code_a_g

f7223326 Location:

Variable Format: character

Notes: UNF:6:CBPbV3tl8/xPasX5+hUwcw==

4_1d_reason

f7223326 Location:

Variable Format: character

Notes: UNF:6:0Tas+HobMeb2NI5Uv5ujHg==

4_1e_number_years_ago_did_you_first_plant_this_variety

f7223326 Location:

Summary Statistics: Valid 711.0; Max. 25.0; Mean 5.6962025316455716; StDev 4.585706474337658; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:0/LWVySfL370MSmYDV418g==

4_1f_quantity_obtained_bundles

f7223326 Location:

Summary Statistics: Mean 272.339855072464; StDev 418.6658288847341; Valid 690.0; Min. 1.5; Max. 5000.0

Variable Format: numeric

Notes: UNF:6:Bn9h5Ruqag7m8R+m4qdhUw==

4_1g_quantity_obtained_stakes

f7223326 Location:

Summary Statistics: Max. 60.0; Valid 688.0; Min. 10.0; Mean 20.174418604651162; StDev 3.89660206684103;

Variable Format: numeric

Notes: UNF:6:cBsRH7mq4OacsG00Y6jqeQ==

4b_1a_variety_name

f7223326 Location:

Variable Format: character

Notes: UNF:6:nBl4LW+EXLwDvuL2PICqbw==

4b_1b_obtained_from_source_see_code_1_16

f7223326 Location:

Summary Statistics: Mean 4.29054054054054; StDev 4.565849837636129; Valid 148.0; Max. 16.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:jEZb8I9M5Vzs62wm0Dqm7w==

4b_1c_obtained_from_location

f7223326 Location:

Variable Format: character

Notes: UNF:6:/6ouyV6YPC8xXRCvtHTmQA==

4b_1c_obtained_from_location_detail

f7223326 Location:

Variable Format: character

Notes: UNF:6:+WACWfFR6Nnx+moR93ZMKA==

4b_1d_what_was_the_method_of_acquisition_last_season_1code_a_g

f7223326 Location:

Variable Format: character

Notes: UNF:6:jOFA0GM6+J9KigxoQGvVSQ==

4b_1d_reason

f7223326 Location:

Variable Format: character

Notes: UNF:6:Wsdx+5KvNQAbbzJ6ZOXznQ==

4b_1e_what_year_did_you_first_plant_this_variety

f7223326 Location:

Summary Statistics: Valid 148.0; Mean 1703.22972972973; StDev 731.4339294315891; Min. 1.0; Max. 2021.0

Variable Format: numeric

Notes: UNF:6:2i1wi4MEeemkIeTrtteeZA==

4b_1f_quantity_obtained_bundles

f7223326 Location:

Variable Format: character

Notes: UNF:6:ssT5kIG/4cN83ci9zQhspg==

4b_1g_quantity_obtained_stakes

f7223326 Location:

Variable Format: character

Notes: UNF:6:ootQVdn4Lo36b7Uxb1J9gA==

4c_1a_variety_name

f7223326 Location:

Variable Format: character

Notes: UNF:6:FuU8I/La4Dw+IYvNx3C6yQ==

4c_1b_obtained_from_source_see_code_1_16

f7223326 Location:

Variable Format: character

Notes: UNF:6:sI6aheXNjdB9HYnRGzNk5A==

4c_1c_obtained_from_location

f7223326 Location:

Variable Format: character

Notes: UNF:6:rl1dzQuqV90KcrBjzISdhQ==

4c_1c_obtained_from_location_detail

f7223326 Location:

Variable Format: character

Notes: UNF:6:4UhKE2W1hf0p79tA0inIIg==

4c_1d_what_was_the_method_of_acquisition_last_season_1code_a_g

f7223326 Location:

Variable Format: character

Notes: UNF:6:M5F10db4swIGt8DmRYcOXQ==

4c_1e_what_year_did_you_first_plant_this_variety

f7223326 Location:

Summary Statistics: Mean 1727.9642857142856; Max. 2021.0; StDev 716.2256256413874; Min. 2.0; Valid 28.0

Variable Format: numeric

Notes: UNF:6:EMOfR1cq4HF0DFJS9xilAA==

4c_1f_quantity_obtained_bundles

f7223326 Location:

Variable Format: character

Notes: UNF:6:xN8g1m/Aq6laXYJrCJveBQ==

4c_1g_quantity_obtained_stakes

f7223326 Location:

Summary Statistics: StDev 4.110841127838087; Min. 15.0; Max. 40.0; Mean 20.448275862068964; Valid 29.0

Variable Format: numeric

Notes: UNF:6:2Ojo32EbFhtGNXHm5vfysw==

4d_1a_variety_name

f7223326 Location:

Variable Format: character

Notes: UNF:6:rTVQU5oKERTUDpYYN/b0Mw==

4d_1b_obtained_from_source_see_code_1_16

f7223326 Location:

Summary Statistics: StDev 2.9495762407505253; Mean 2.8; Min. 1.0; Valid 5.0; Max. 8.0

Variable Format: numeric

Notes: UNF:6:hY7kZ8cAHIvkGwgAGPjBHw==

4d_1c_obtained_from_location

f7223326 Location:

Variable Format: character

Notes: UNF:6:blPgzRaca7rKhwpcmqcFVg==

4d_1c_obtained_from_location_detail

f7223326 Location:

Variable Format: character

Notes: UNF:6:JKCdBe0HoAf/skf5EFyA8A==

4d_1d_what_was_the_method_of_acquisition_last_season_1code_a_g

f7223326 Location:

Variable Format: character

Notes: UNF:6:i99w1GgwPzLf7cSSPl8ddA==

4d_1e_what_year_did_you_first_plant_this_variety

f7223326 Location:

Summary Statistics: Valid 5.0; Mean 2015.4; Min. 2010.0; StDev 4.827007354458868; Max. 2021.0;

Variable Format: numeric

Notes: UNF:6:mblCSGG/b2OPqzMVnbXZzQ==

4d_1f_quantity_obtained_bundles

f7223326 Location:

Summary Statistics: StDev 66.48308055437865; Min. 20.0; Valid 5.0; Mean 118.0; Max. 200.0;

Variable Format: numeric

Notes: UNF:6:6iwXYtezbJEndsfMBWZ5HA==

4d_1g_quantity_obtained_stakes

f7223326 Location:

Summary Statistics: Mean 23.0; Min. 15.0; Max. 40.0; Valid 5.0; StDev 9.746794344808963;

Variable Format: numeric

Notes: UNF:6:4dNnwnbMIN7mvYVnIWJNwQ==

4.2_2021_area_of_cassava_planted

f7223326 Location:

Variable Format: character

Notes: UNF:6:1YgeolX1M9/12M/4UQroQA==

4.2_2021_source_of_stems_code

f7223326 Location:

Variable Format: character

Notes: UNF:6:eKe01jfOGyFE4YjKZDM3lA==

4.2_2021_if_purchased_how_many_bundles

f7223326 Location:

Summary Statistics: StDev 187.08823928987434; Mean 198.74590163934423; Max. 920.0; Min. 0.0; Valid 122.0;

Variable Format: numeric

Notes: UNF:6:Yqoa0mDhCo3e+k0IWdDBpw==

4.2_2021_price_paid_in_usd

f7223326 Location:

Summary Statistics: Min. 0.0; Mean 0.9287280701754389; Max. 3.0; Valid 114.0; StDev 0.5064542765633833;

Variable Format: numeric

Notes: UNF:6:9yYtNCp2ExOrKDscYTryOg==

4.2_2021_price_paid_in_usd_total

f7223326 Location:

Summary Statistics: Valid 113.0; StDev 173.83919861228787; Mean 178.19247787610618; Max. 1200.0; Min. 10.0

Variable Format: numeric

Notes: UNF:6:7KCARjkxmmqzUBJSmNiwsw==

4.2_2021_reason_for_purchase_see_code_a_f

f7223326 Location:

Variable Format: character

Notes: UNF:6:YkVjsEXYFT4QFl5phfu09g==

4.2_2021_problems_with_disease

f7223326 Location:

Variable Format: character

Notes: UNF:6:C3myvppeqDkyE5evs8mSgQ==

4.2_2021_problems_with_disease_detail

f7223326 Location:

Variable Format: character

Notes: UNF:6:Q4Iokurgyb6jrhfdElLQiA==

4.2_2021_loss_due_to_pest_and_disease_b

f7223326 Location:

Summary Statistics: StDev 4.042911487778727; Mean 0.713907284768212; Max. 50.0; Min. 0.0; Valid 151.0

Variable Format: numeric

Notes: UNF:6:fcCaCiIeC8uUSCexRRDUcg==

4.2_2020_area_of_cassava_planted

f7223326 Location:

Variable Format: character

Notes: UNF:6:WX8h12QUpQ4Ni1uUkS85ow==

4.2_2020_source_of_stems_code

f7223326 Location:

Variable Format: character

Notes: UNF:6:OK9CcKUnLrp3iZAG8OewWA==

4.2_2020_if_purchased_how_many_bundles

f7223326 Location:

Variable Format: character

Notes: UNF:6:fM4Sh6zmsZ/uAofr2YDYrA==

4.2_2020_price_paid_in_usd

f7223326 Location:

Summary Statistics: Max. 15.78947368; Mean 0.98405075984399; Min. 0.0; StDev 1.2133270899069009; Valid 391.0

Variable Format: numeric

Notes: UNF:6:WPOG5tJVslE7wpcb6zMIfA==

4.2_2020_price_paid_in_usd_total

f7223326 Location:

Summary Statistics: Max. 3300.0; StDev 306.90940881507237; Mean 147.91138025239908; Valid 396.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:Nide1RqTrHvA9c3W1h6P8g==

4.2_2020_reason_for_purchase_see_code_a_f

f7223326 Location:

Variable Format: character

Notes: UNF:6:MNoF9xs78+yph6wpljIB8w==

4.2_2020_problems_with_disease

f7223326 Location:

Variable Format: character

Notes: UNF:6:D4a6c4EuLHHCzY2FAS32fA==

4.2_2020_problems_with_disease_b

f7223326 Location:

Variable Format: character

Notes: UNF:6:FHICSNJOosQfR8Sry9yLQw==

4.2_2020_loss_due_to_pest_and_disease_percent

f7223326 Location:

Summary Statistics: Min. 0.0; Max. 0.9; StDev 0.2031642270857044; Mean 0.31935643564356436; Valid 202.0;

Variable Format: numeric

Notes: UNF:6:8zN2eiMOouUP44NUSW3Aig==

4.2_2019_area_of_cassava_planted

f7223326 Location:

Variable Format: character

Notes: UNF:6:+0YEWpaijmh5IhBOK6D1hA==

4.2_2019_source_of_stems_code

f7223326 Location:

Variable Format: character

Notes: UNF:6:9ojQdUrtykrtIHBBJk3MoQ==

4.2_2019_if_purchased_how_many_bundles

f7223326 Location:

Variable Format: character

Notes: UNF:6:QSfKrFkJwt/GlQ0mjuWhgw==

4.2_2019_price_paid_in_usd

f7223326 Location:

Summary Statistics: StDev 0.621324811841285; Mean 0.8991452991452991; Valid 117.0; Max. 2.75; Min. 0.0

Variable Format: numeric

Notes: UNF:6:8meWUjxXTXDgC4052Hrqug==

4.2_2019_price_paid_in_usd_total

f7223326 Location:

Summary Statistics: Valid 117.0; Max. 1650.0; Mean 170.04273504273502; StDev 232.03293032445862; Min. 0.0

Variable Format: numeric

Notes: UNF:6:zKQLKdo89EyDqSnkZHNcvg==

4.2_2019_reason_for_purchase_see_code_a_f

f7223326 Location:

Variable Format: character

Notes: UNF:6:QkA3f0RKQgLFF89Pkp5IWA==

4.2_2019_problems_with_disease

f7223326 Location:

Variable Format: character

Notes: UNF:6:Nd/yvpW0O1iWIecXYvpGOg==

4.2_2019_loss_due_to_pest_and_disease_percent

f7223326 Location:

Summary Statistics: Max. 0.9; Valid 89.0; Mean 0.3879775280898876; Min. 0.0; StDev 0.20076659772482597

Variable Format: numeric

Notes: UNF:6:5T3n+Da0k4QnZB3Awn6Qsg==

5_1_Farmer inside community

f7223326 Location:

Summary Statistics: Mean 0.5926966292134831; Min. 0.0; Max. 1.0; StDev 0.4916776047870183; Valid 712.0

Variable Format: numeric

Notes: UNF:6:DVOdlma6MOwe6Q2KW3Ml+A==

5_1_Farmer outside community

f7223326 Location:

Summary Statistics: Max. 2.0; StDev 0.4154048594294829; Valid 712.0; Mean 0.2162921348314607; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:1o3NEmfXP3/GaY7BIeMkCw==

5_1_Collection point

f7223326 Location:

Summary Statistics: StDev 0.15708734175559125; Valid 712.0; Mean 0.025280898876404424; Min. 0.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:62MCMYFZRa8w2yEw4bY7Jg==

5_1_NGO

f7223326 Location:

Summary Statistics: Valid 712.0; Min. 0.0; Max. 1.0; StDev 0.12341858257857125; Mean 0.0154494382022472

Variable Format: numeric

Notes: UNF:6:Tgze7PCbvAGj5QqzMlyD8w==

5_1_Government

f7223326 Location:

Summary Statistics: Mean 0.02668539325842699; Max. 1.0; Min. 0.0; Valid 712.0; StDev 0.16127558303185308;

Variable Format: numeric

Notes: UNF:6:X4qrioAYCvJVk0BURPlunw==

5_1_Farmer cooperative

f7223326 Location:

Summary Statistics: Valid 712.0; Max. 1.0; StDev 0.05296260951170743; Mean 0.0028089887640449637; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:LpC2/T/RtKKaWeFfqN8Ttg==

5_1_Factory

f7223326 Location:

Summary Statistics: Valid 712.0; Max. 1.0; Min. 0.0; Mean 0.06601123595505635; StDev 0.24847629026033308

Variable Format: numeric

Notes: UNF:6:HmRTvSNaGbnzaMiuWQ6zYw==

5_1_Stem trader

f7223326 Location:

Summary Statistics: Max. 1.0; StDev 0.35342206664659553; Min. 0.0; Valid 712.0; Mean 0.14606741573033732

Variable Format: numeric

Notes: UNF:6:gStGP7yUhZNayL7uVzqi4Q==

5_2_Farmer inside community

f7223326 Location:

Summary Statistics: Max. 5.0; Mean 3.1084905660377364; StDev 2.412050829809476; Min. 0.0; Valid 424.0

Variable Format: numeric

Notes: UNF:6:eMqf7RiURp364HSTYxJltg==

5_2_Farmer outside community

f7223326 Location:

Summary Statistics: Max. 5.0; Min. 0.0; Valid 153.0; Mean 4.196078431372549; StDev 1.8283542482150312

Variable Format: numeric

Notes: UNF:6:OGxak/zqBrq6SedEZjakVg==

5_2_Collection point

f7223326 Location:

Summary Statistics: Valid 16.0; Min. 5.0; StDev 0.0; Mean 5.0; Max. 5.0;

Variable Format: numeric

Notes: UNF:6:Ot2rYI+3ib2gvfBWfkBikQ==

5_2_NGO

f7223326 Location:

Summary Statistics: Mean 4.090909090909091; Max. 5.0; StDev 2.0225995873897262; Valid 11.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:lTCzeDzm9Pe+c0R/AwVWPg==

5_2_Government

f7223326 Location:

Summary Statistics: StDev 1.1881770515720091; Min. 0.0; Mean 0.3333333333333333; Valid 18.0; Max. 5.0

Variable Format: numeric

Notes: UNF:6:cQcCHIvJlk1njUqOO1iCpQ==

5_2_Farmer cooperative

f7223326 Location:

Summary Statistics: Mean 2.5; Min. 0.0; Max. 5.0; StDev 3.5355339059327378; Valid 2.0

Variable Format: numeric

Notes: UNF:6:oiJuedoh8WNZvISNjWE35A==

5_2_Factory

f7223326 Location:

Summary Statistics: Min. 0.0; StDev 2.512594538148031; Valid 45.0; Mean 2.7777777777777777; Max. 5.0

Variable Format: numeric

Notes: UNF:6:qlwRh3yBe8brvggRK9QCxQ==

5_2_Stem trader

f7223326 Location:

Summary Statistics: StDev 0.8670881551624372; Max. 5.0; Min. 0.0; Mean 4.830188679245283; Valid 106.0;

Variable Format: numeric

Notes: UNF:6:oefD1DP/bXIT1LN7SPHm+Q==

5_3_Farmer inside community

f7223326 Location:

Summary Statistics: Mean 0.4115168539325844; Valid 712.0; StDev 0.4924544026351628; Min. 0.0; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:vzahCsvcV+HkApAtur1h7w==

5_3_Farmer outside community

f7223326 Location:

Summary Statistics: Valid 712.0; Max. 1.0; Min. 0.0; StDev 0.34623665021063704; Mean 0.13904494382022506

Variable Format: numeric

Notes: UNF:6:YYbdtS6KBnKKqhyep5YsZw==

5_3_Collection point

f7223326 Location:

Summary Statistics: Mean 0.012640449438202198; Max. 1.0; Valid 712.0; Min. 0.0; StDev 0.11179544784565303;

Variable Format: numeric

Notes: UNF:6:dpu1iFuAOGherxEO6sT5cg==

5_3_NGO

f7223326 Location:

Summary Statistics: Max. 1.0; Valid 712.0; StDev 0.11179544784565265; Min. 0.0; Mean 0.01264044943820217;

Variable Format: numeric

Notes: UNF:6:GUsSJkmDVAItrBxGnX0Myw==

5_3_Government

f7223326 Location:

Summary Statistics: Max. 1.0; StDev 0.05296260951170804; Min. 0.0; Valid 712.0; Mean 0.0028089887640449515;

Variable Format: numeric

Notes: UNF:6:Snt//v/kWaMy3WOBcHE3TQ==

5_3_Farmer cooperative

f7223326 Location:

Summary Statistics: Valid 712.0; Max. 1.0; Mean 0.0028089887640449637; Min. 0.0; StDev 0.05296260951170743

Variable Format: numeric

Notes: UNF:6:LpC2/T/RtKKaWeFfqN8Ttg==

5_3_Factory

f7223326 Location:

Summary Statistics: Max. 1.0; Valid 712.0; Min. 0.0; StDev 0.2163483360378857; Mean 0.04915730337078617

Variable Format: numeric

Notes: UNF:6:k0KFSNDv9d0MrRQzOmRm+w==

5_3_Stem trader

f7223326 Location:

Summary Statistics: StDev 0.3177476826296702; Min. 0.0; Max. 1.0; Valid 712.0; Mean 0.11376404494382;

Variable Format: numeric

Notes: UNF:6:DjeH8Ct2iAwrfDn5s+WDPg==

5_3b_Farmer inside community

f7223326 Location:

Summary Statistics: Max. 1500.0; StDev 181.4885388379948; Valid 246.0; Mean 153.6747967479675; Min. 5.0;

Variable Format: numeric

Notes: UNF:6:LaKz/GNpICiLXdyx3LUb4A==

5_3b_Farmer outside community

f7223326 Location:

Summary Statistics: Mean 181.7209302325581; StDev 174.70948330520454; Min. 18.0; Max. 800.0; Valid 86.0

Variable Format: numeric

Notes: UNF:6:zn1LwGY3CLWPcPiGdZCvKA==

5_3b_Collection point

f7223326 Location:

Summary Statistics: Mean 147.5; Min. 70.0; StDev 72.06148168652336; Valid 8.0; Max. 250.0;

Variable Format: numeric

Notes: UNF:6:b2+bBNDips6+ljy4l46L8Q==

5_3b_NGO

f7223326 Location:

Summary Statistics: Valid 6.0; StDev 33.12853754695489; Mean 41.5; Max. 100.0; Min. 14.0

Variable Format: numeric

Notes: UNF:6:6gRJMb0WJVjFjUuE0XWF8g==

5_3b_Government

f7223326 Location:

Summary Statistics: Valid 8.0; Max. 200.0; Min. 5.0; StDev 77.27213044078145; Mean 51.875

Variable Format: numeric

Notes: UNF:6:f2e4ekPgmUL8iwPW8V4V4A==

5_3b_Farmer cooperative

f7223326 Location:

Summary Statistics: Min. 10.0; Valid 2.0; Max. 200.0; Mean 105.0; StDev 134.35028842544403;

Variable Format: numeric

Notes: UNF:6:T2UmGq1f3/8vDogeyVZ5KQ==

5_3b_Factory

f7223326 Location:

Summary Statistics: Mean 65.38095238095237; StDev 117.79435416114636; Max. 500.0; Valid 42.0; Min. 5.0

Variable Format: numeric

Notes: UNF:6:/giA2j+OFhyQVeF0l8HOwQ==

5_3b_Stem trader

f7223326 Location:

Summary Statistics: StDev 137.34781788191276; Mean 145.0; Min. 5.0; Max. 700.0; Valid 53.0

Variable Format: numeric

Notes: UNF:6:sINXd/ClPfjRYLpS/I7vyw==

5_3c_Farmer inside community

f7223326 Location:

Variable Format: character

Notes: UNF:6:FU0iId+29c3Z1NpiZ3Dppw==

5_3c_Farmer outside community

f7223326 Location:

Summary Statistics: Valid 116.0; Max. 5.0; StDev 2.329653698904965; Min. 0.0; Mean 3.413793103448275

Variable Format: numeric

Notes: UNF:6:6zXl34WXZD5wwUbDTPLV1g==

5_3c_Collection point

f7223326 Location:

Summary Statistics: StDev 2.385855756810896; Mean 3.230769230769231; Valid 13.0; Max. 5.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:oAUbKcV9n1NTufwfUzO1aQ==

5_3c_NGO

f7223326 Location:

Summary Statistics: Valid 7.0; StDev 2.6726124191242437; Min. 0.0; Max. 5.0; Mean 2.142857142857143

Variable Format: numeric

Notes: UNF:6:05J6vJSu9Vr7SSz8+ocyJQ==

5_3c_Government

f7223326 Location:

Summary Statistics: Mean 2.0; StDev 2.581988897471611; Max. 5.0; Valid 10.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:qzrozrEdW2+K7TdUo+4FXg==

5_3c_Farmer cooperative

f7223326 Location:

Summary Statistics: Valid 2.0; StDev 2.8284271247461903; Mean 3.0; Max. 5.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:zF5OJ56Ui0kSlIBGTLzYqw==

5_3c_Factory

f7223326 Location:

Summary Statistics: Valid 42.0; StDev 15429.921213055986; Max. 100000.0; Mean 2383.5714285714284; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:AdgJlljdQQKVl4GUHsq6VQ==

5_3c_Stem trader

f7223326 Location:

Summary Statistics: Min. 0.0; Max. 5.0; Mean 3.591549295774648; Valid 71.0; StDev 2.265123552535158

Variable Format: numeric

Notes: UNF:6:M3pgvGOLhx8G/+uyRvym8A==

5_3d_Farmer inside community_usd

f7223326 Location:

Summary Statistics: Max. 3157.89; Min. 9.47; StDev 262.45036805718854; Mean 136.35584269662922; Valid 178.0

Variable Format: numeric

Notes: UNF:6:TTTuwM/vV8aejBOhstugvg==

5_3d_Farmer outside community_usd

f7223326 Location:

Summary Statistics: Valid 79.0; Mean 193.48113924050634; StDev 231.14328497646463; Max. 1263.16; Min. 8.42

Variable Format: numeric

Notes: UNF:6:xxQDuPJEF6NpfBsxfhyilw==

5_3d_Collection point_usd

f7223326 Location:

Summary Statistics: Min. 52.5; Valid 8.0; StDev 53.56670366068299; Mean 131.09375; Max. 225.0

Variable Format: numeric

Notes: UNF:6:BlYMZJUfXj3OoOtVoCKMYg==

5_3d_NGO_usd

f7223326 Location:

Summary Statistics: StDev 50.51814855409226; Valid 3.0; Max. 175.0; Min. 87.5; Mean 116.66666666666667

Variable Format: numeric

Notes: UNF:6:QEktN4NDdGa6e6bHf4Zbyw==

5_3d_Government_usd

f7223326 Location:

Summary Statistics: Min. 15.78947368; Valid 3.0; Mean 19.298245613333332; Max. 21.05263158; StDev 3.0386856303525054

Variable Format: numeric

Notes: UNF:6:/HvPJ1B+2VL0/Ffhhp6hyQ==

5_3d_Farmer cooperative_usd

f7223326 Location:

Summary Statistics: Max. 107.3684211; Mean 107.3684211; Min. 107.3684211; StDev 0.0; Valid 1.0;

Variable Format: numeric

Notes: UNF:6:FFNYeZzV6srMv9MwcptUaQ==

5_3d_Factory_usd

f7223326 Location:

Summary Statistics: Mean 942.10526308; Max. 1842.105263; Valid 2.0; Min. 42.10526316; StDev 1272.7922060226483

Variable Format: numeric

Notes: UNF:6:QKlwIOzfRKLJRMMbM6nAUQ==

5_3d_Stem trader_usd

f7223326 Location:

Summary Statistics: Mean 208.7500000021; Min. 5.263157895; StDev 234.57475465700313; Valid 50.0; Max. 1225.0

Variable Format: numeric

Notes: UNF:6:hPxYVa6nio9Ioz83vciwFQ==

5_4_Farmer inside community

f7223326 Location:

Summary Statistics: Mean 2.5190476190476137; StDev 1.3368716546909214; Valid 420.0; Max. 6.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:FGD2jP2atvFHni4OU/Hj0A==

5_4_Farmer outside community

f7223326 Location:

Summary Statistics: Valid 152.0; Min. 1.0; StDev 1.4214503464725492; Max. 6.0; Mean 2.888157894736844

Variable Format: numeric

Notes: UNF:6:srUZARB0DdtknQS3ofvLsg==

5_4_Collection point

f7223326 Location:

Summary Statistics: StDev 1.9976176286957898; Min. 1.0; Valid 21.0; Mean 2.7619047619047614; Max. 6.0

Variable Format: numeric

Notes: UNF:6:bt0Ycp1+q549P7L68nZJjw==

5_4_NGO

f7223326 Location:

Summary Statistics: StDev 2.3935677693908453; Valid 16.0; Mean 2.5625; Min. 1.0; Max. 6.0

Variable Format: numeric

Notes: UNF:6:v16btLZY5lkkj2asOrIBiw==

5_4_Government

f7223326 Location:

Summary Statistics: StDev 1.9001025262836766; Max. 6.0; Valid 22.0; Mean 3.0909090909090913; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:Rk0e9+W5UKyfz60vKKv64w==

5_4_Farmer cooperative

f7223326 Location:

Summary Statistics: Valid 7.0; Max. 6.0; Min. 1.0; StDev 1.9148542155126762; Mean 5.0

Variable Format: numeric

Notes: UNF:6:V9Er1mea8u85hTdMUooq9Q==

5_4_Factory

f7223326 Location:

Summary Statistics: Mean 3.851063829787234; Valid 47.0; Min. 3.0; StDev 0.8841287385171747; Max. 6.0

Variable Format: numeric

Notes: UNF:6:CHR2/V3rOKtZNYbc8fwytA==

5_4_Stem trader

f7223326 Location:

Summary Statistics: Min. 1.0; Max. 6.0; Mean 2.254545454545453; StDev 1.4170415209960714; Valid 110.0

Variable Format: numeric

Notes: UNF:6:YUlkPtCKNibCETYbSKYjHw==

5_5_Farmer inside community

f7223326 Location:

Summary Statistics: Max. 4.0; Valid 412.0; StDev 0.8518482714212942; Mean 1.7451456310679634; Min. 1.0

Variable Format: numeric

Notes: UNF:6:ty+s0uSl0euj+4DklNayNQ==

5_5_Farmer outside community

f7223326 Location:

Summary Statistics: Mean 1.9060402684563755; Max. 4.0; Valid 149.0; Min. 1.0; StDev 0.7827729804407121

Variable Format: numeric

Notes: UNF:6:Oz7Fk+Ff2vGK9NRqDnl4SQ==

5_5_Collection point

f7223326 Location:

Summary Statistics: Min. 1.0; StDev 0.6191391873668903; Mean 1.625; Valid 16.0; Max. 3.0

Variable Format: numeric

Notes: UNF:6:Uuh81nQlHjuJaUofffRa2A==

5_5_NGO

f7223326 Location:

Summary Statistics: StDev 0.40451991747794525; Mean 1.1818181818181819; Valid 11.0; Max. 2.0; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:b8zxTm8pWWnworkR04K9vA==

5_5_Government

f7223326 Location:

Summary Statistics: Min. 1.0; StDev 1.2631659571466125; Mean 2.2941176470588234; Valid 17.0; Max. 4.0

Variable Format: numeric

Notes: UNF:6:wJ1UI5TxG0XdtEgLv8s7Jg==

5_5_Farmer cooperative

f7223326 Location:

Summary Statistics: Valid 2.0; Max. 3.0; Mean 2.0; StDev 1.4142135623730951; Min. 1.0

Variable Format: numeric

Notes: UNF:6:TIdYjDk8bpab2s6qfSMwiQ==

5_5_Factory

f7223326 Location:

Summary Statistics: Min. 1.0; Valid 44.0; Mean 2.3636363636363638; StDev 0.8915862292724858; Max. 4.0

Variable Format: numeric

Notes: UNF:6:9eepcpA/jfpGTkJ6gqcBuQ==

5_5_Stem trader

f7223326 Location:

Summary Statistics: StDev 0.7573812604140486; Mean 1.6571428571428573; Min. 1.0; Max. 4.0; Valid 105.0

Variable Format: numeric

Notes: UNF:6:vDlTbi3MGtte90oOSghktQ==

5_6_Farmer inside community

f7223326 Location:

Summary Statistics: Max. 5.0; StDev 0.8892846793265025; Mean 1.7845036319612602; Min. 1.0; Valid 413.0;

Variable Format: numeric

Notes: UNF:6:h1CDSJGay3L03Onp50JbRg==

5_6_Farmer outside community

f7223326 Location:

Summary Statistics: Valid 148.0; Mean 2.0405405405405403; Max. 23.0; StDev 1.905517868004406; Min. 1.0

Variable Format: numeric

Notes: UNF:6:+yg5WfKv+j+7+tPokJKEcw==

5_6_Collection point

f7223326 Location:

Summary Statistics: StDev 0.6291528696058958; Valid 16.0; Min. 1.0; Max. 3.0; Mean 1.5625

Variable Format: numeric

Notes: UNF:6:t70FqkXOp57QMJ8aNiyNdg==

5_6_NGO

f7223326 Location:

Summary Statistics: Min. 1.0; Max. 2.0; Valid 12.0; StDev 0.28867513459481287; Mean 1.0833333333333333

Variable Format: numeric

Notes: UNF:6:yedxXsQBn2DR2kby659x6w==

5_6_Government

f7223326 Location:

Summary Statistics: Mean 2.1875; Valid 16.0; Min. 1.0; Max. 4.0; StDev 1.2230426539304888;

Variable Format: numeric

Notes: UNF:6:eiH6XLiUaXLOl+FefhtgYA==

5_6_Farmer cooperative

f7223326 Location:

Summary Statistics: Min. 1.0; Valid 2.0; Max. 3.0; StDev 1.4142135623730951; Mean 2.0;

Variable Format: numeric

Notes: UNF:6:TIdYjDk8bpab2s6qfSMwiQ==

5_6_Factory

f7223326 Location:

Summary Statistics: Mean 2.340909090909091; Min. 1.0; StDev 0.9386576714124697; Max. 4.0; Valid 44.0

Variable Format: numeric

Notes: UNF:6:rs3GW1Ht4CTJCroU1bvgow==

5_6_Stem trader

f7223326 Location:

Summary Statistics: Min. 1.0; Valid 104.0; Mean 1.778846153846154; StDev 0.7753074024763204; Max. 4.0

Variable Format: numeric

Notes: UNF:6:YkrIdKBM8NqA4fG0QxU60Q==

5_3e_Farmer inside community_price_per_bundle_usd

f7223326 Location:

Summary Statistics: StDev 0.638197688152202; Valid 177.0; Mean 0.9814124293785312; Max. 3.0; Min. 0.04;

Variable Format: numeric

Notes: UNF:6:mPraos9ASE1t/NqFveZq6g==

5_3e_Farmer outside community_price_per_bundle_usd

f7223326 Location:

Summary Statistics: Mean 1.202820512820513; Valid 78.0; StDev 0.9953513997199227; Min. 0.11; Max. 7.16

Variable Format: numeric

Notes: UNF:6:dMgdNhu8K7D1nSG6Nk+2aQ==

5_3e_Collection point_price_per_bundle_usd

f7223326 Location:

Summary Statistics: Min. 0.6; Mean 0.99875; StDev 0.43518263817784436; Max. 1.75; Valid 8.0

Variable Format: numeric

Notes: UNF:6:O4Z1WGV9nPkfiOMCmj0SDA==

5_3e_NGO_price_per_bundle_usd

f7223326 Location:

Summary Statistics: Min. 1.75; Valid 3.0; Mean 1.75; Max. 1.75; StDev 0.0;

Variable Format: numeric

Notes: UNF:6:9fX6OfZKzhtQ9xqSoc9bAA==

5_3e_Government_price_per_bundle_usd

f7223326 Location:

Summary Statistics: Max. 2.11; StDev 0.8172310974667242; Mean 1.08; Min. 0.11; Valid 4.0

Variable Format: numeric

Notes: UNF:6:lalPNNIMmAWIHOBJYyA7iQ==

5_3e_Farmer cooperative_price_per_bundle_usd

f7223326 Location:

Summary Statistics: StDev 0.0; Mean 0.54; Valid 1.0; Min. 0.54; Max. 0.54

Variable Format: numeric

Notes: UNF:6:cdVJYQ63Jx9J+W9nxECcBw==

5_3e_Factory_price_per_bundle_usd

f7223326 Location:

Summary Statistics: Mean 1.4330434782608696; Min. 0.09; StDev 0.8800022457750718; Valid 23.0; Max. 3.68

Variable Format: numeric

Notes: UNF:6:x5G5bvnE7qJbLt0enhXEVA==

5_3e_Stem trader_price_per_bundle_usd

f7223326 Location:

Summary Statistics: Valid 50.0; Min. 0.24; StDev 0.6593460040534291; Max. 3.75; Mean 1.3103

Variable Format: numeric

Notes: UNF:6:JUVkXDji6+01P9YPgzWzPw==

has_used_commercial_source_number

f7223326 Location:

Summary Statistics: StDev 0.43556103135201346; Valid 712.0; Max. 2.0; Mean 0.23735955056179758; Min. 0.0

Variable Format: numeric

Notes: UNF:6:SYynO0O73UwuFvq0yWQtfQ==

used_commercial_source_dummy

f7223326 Location:

Summary Statistics: Max. 1.0; Min. 0.0; Mean 0.23314606741573038; StDev 0.423131705212907; Valid 712.0

Variable Format: numeric

Notes: UNF:6:wo2v7DgX/Nekw5PfrCc+9A==

paid_cash_for_stems_previous_season_number

f7223326 Location:

Summary Statistics: Min. 0.0; Valid 712.0; Max. 2.0; Mean 0.6601123595505611; StDev 0.6514585939212556

Variable Format: numeric

Notes: UNF:6:eWgsrsIhU2y0GI/zjAZO7A==

paid_cash_for_stems_dummy

f7223326 Location:

Summary Statistics: Max. 1.0; Min. 0.0; StDev 0.49668817370198637; Valid 712.0; Mean 0.5603932584269674

Variable Format: numeric

Notes: UNF:6:n+57KuwRnIOyeOOAalRKxw==

total_paid_stems_previous_year_usd

f7223326 Location:

Summary Statistics: Mean 76.51387640449435; StDev 209.85809007125903; Max. 3157.89; Valid 712.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:iNQDv0t+PJZnLQvZAPRyRQ==

total_bundles_acquired_previous_year

f7223326 Location:

Summary Statistics: Mean 133.91011235955082; StDev 201.16284398253967; Max. 2100.0; Min. 0.0; Valid 712.0

Variable Format: numeric

Notes: UNF:6:k35Hiddzgb0ynY3vLMirrg==

price_per_bundle_average_all_sources_usd

f7223326 Location:

Summary Statistics: StDev 0.7668314982341693; Min. 0.0; Valid 517.0; Max. 7.16; Mean 0.6184526112185684

Variable Format: numeric

Notes: UNF:6:AgpmVwk3zDEsdk8CxN13iw==

6_1_land

f7223326 Location:

Summary Statistics: Mean 3.0856531049250533; StDev 1.556223747251205; Min. 1.0; Max. 5.0; Valid 467.0

Variable Format: numeric

Notes: UNF:6:/E7s7/eyI7bz6MklY9QLHg==

6_b_poor_soil

f7223326 Location:

Summary Statistics: Valid 172.0; Mean 1.5523255813953485; Max. 3.0; StDev 0.5749603076431953; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:cgOdK+dkfnHpQcp+QdlZNw==

6_2_labor

f7223326 Location:

Summary Statistics: StDev 1.3199743088128342; Min. 1.0; Valid 513.0; Mean 2.518518518518518; Max. 5.0

Variable Format: numeric

Notes: UNF:6:8+cMeCBHPIrmZuwHoOmD9Q==

6_3_cash_credit

f7223326 Location:

Summary Statistics: Valid 544.0; StDev 1.3346753652574324; Max. 5.0; Min. 1.0; Mean 2.270220588235295

Variable Format: numeric

Notes: UNF:6:JSR7fPSNLJmnffHtKXMeDA==

6_4_availability_of_stems

f7223326 Location:

Summary Statistics: StDev 1.010397186063277; Mean 2.0834990059642156; Valid 503.0; Min. 1.0; Max. 5.0;

Variable Format: numeric

Notes: UNF:6:sj1/gpdHT4kMRFEUuvwA+w==

6_5_pests_and_diseases

f7223326 Location:

Summary Statistics: Valid 626.0; StDev 1.436958093439166; Max. 5.0; Min. 1.0; Mean 2.3738019169329085

Variable Format: numeric

Notes: UNF:6:Xsd/M2mVqBQTHpDDij9lgA==

6_6_access_to_market_for_roots_chips

f7223326 Location:

Summary Statistics: Valid 448.0; StDev 0.9816143003785031; Max. 5.0; Min. 1.0; Mean 1.8035714285714286

Variable Format: numeric

Notes: UNF:6:n7JdxlAcFOve5X///ci3hQ==

6_7_market_price_roots_chips

f7223326 Location:

Summary Statistics: StDev 0.895763323908329; Max. 5.0; Valid 499.0; Mean 1.7154308617234462; Min. 1.0

Variable Format: numeric

Notes: UNF:6:ZKPbb6qDaUUeabUcsVn4RA==

6_8_knowledge_of_good_agricultural_practices

f7223326 Location:

Summary Statistics: Mean 2.285999999999999; Valid 500.0; Max. 5.0; StDev 0.9476286192385692; Min. 0.0

Variable Format: numeric

Notes: UNF:6:ao2j7rTFWm1Sg9UkuuKKjA==

6_9_other_specify

f7223326 Location:

Variable Format: character

Notes: UNF:6:tbPpHmcdb/Be1QEpV7/QxQ==

6_9_other_rank

f7223326 Location:

Summary Statistics: Max. 3.0; StDev 0.4038187023461248; Mean 1.1798561151079139; Valid 139.0; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:BP2kYvVhMTH3Chk92O/4vg==

7_1a_agricultural_employment_usd

f7223326 Location:

Summary Statistics: Max. 10526.32; Mean 307.408567415731; Min. 0.0; StDev 1042.000043644255; Valid 712.0

Variable Format: numeric

Notes: UNF:6:nx/Jh+aoi3RxUVr8deQgcw==

7_1b_non_agricultural_employment_usd

f7223326 Location:

Summary Statistics: StDev 1209.8375176890365; Max. 12000.0; Valid 712.0; Min. 0.0; Mean 410.4856741573036;

Variable Format: numeric

Notes: UNF:6:1QaLTUWjC0TOQvVhdi1qKg==

7_1c_farming_income_usd

f7223326 Location:

Summary Statistics: Max. 56842.11; Valid 678.0; StDev 4620.104163177802; Min. 0.0; Mean 3352.727050147494;

Variable Format: numeric

Notes: UNF:6:BsXTd4bykymw0MQxYTiPLw==

7_1d_other_business_usd

f7223326 Location:

Summary Statistics: StDev 1054.934624807426; Valid 712.0; Mean 174.90098314606715; Min. 0.0; Max. 18000.0

Variable Format: numeric

Notes: UNF:6:pE9CuvkIL3TGC0jUxHj1NQ==

7_1e_specify_103

f7223326 Location:

Variable Format: character

Notes: UNF:6:5HLRnOLOy5G61YpvZ7risQ==

7_1e_other_specify_usd

f7223326 Location:

Summary Statistics: Min. 0.0; Max. 5810.0; Mean 236.00509831460687; Valid 712.0; StDev 706.0532122645385;

Variable Format: numeric

Notes: UNF:6:GG6nLLhJE/JPeCwZwKMhxA==

All_income_usd

f7223326 Location:

Summary Statistics: StDev 4975.064750070448; Mean 4321.425042134832; Max. 56842.11; Min. 0.0; Valid 712.0

Variable Format: numeric

Notes: UNF:6:7PP3Zg+D/ez90UuN41gzVQ==

7_2a_buffalo_cart

f7223326 Location:

Summary Statistics: Max. 1.0; Mean 1.0; StDev 0.0; Valid 81.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:Yc5ll9l9b3Ji/kn9RKtCSQ==

7_2b_hand_tractor_with_cart_iron_buffalo

f7223326 Location:

Summary Statistics: Max. 1.0; Min. 1.0; Mean 1.0; StDev 0.0; Valid 508.0;

Variable Format: numeric

Notes: UNF:6:TK+AnGkAbfKt9arhbTd9SA==

7_2c_motorcycle

f7223326 Location:

Summary Statistics: Mean 1.0; Min. 1.0; Valid 620.0; StDev 0.0; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:PQQkr5pXJns4LkNdPJ5PXA==

7_2d_tractor

f7223326 Location:

Summary Statistics: Min. 1.0; Mean 1.0; StDev 0.0; Valid 50.0; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:TXoScmEmB26+j/t9qoCgNw==

7_2e_4_wheeled_vehicle_car_or_truck

f7223326 Location:

Summary Statistics: Max. 1.0; Valid 84.0; Mean 1.0; StDev 0.0; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:6Y2lY4EfLgpnl5RU+KgGeA==

7_2f_big_truck_transport_truck

f7223326 Location:

Summary Statistics: Min. 1.0; Mean 1.0; Max. 1.0; StDev 0.0; Valid 13.0

Variable Format: numeric

Notes: UNF:6:PCnT3qAC2fzjYsiRDg0Aiw==

7_2g_other

f7223326 Location:

Summary Statistics: StDev 0.0; Min. 1.0; Valid 48.0; Max. 1.0; Mean 1.0

Variable Format: numeric

Notes: UNF:6:e853FvHv0h0N+oVFAjZlJg==

7_2e_other_specify

f7223326 Location:

Variable Format: character

Notes: UNF:6:+zRWn72poUvIVga7GK7+Xw==

7_3a_synthetic_fertilizer

f7223326 Location:

Summary Statistics: Valid 712.0; Min. 0.0; Max. 3750.0; Mean 132.63425561797703; StDev 339.4349131323592

Variable Format: numeric

Notes: UNF:6:zg66385IqTgV8pdYfnvQAg==

7_3b_organic_fertilizer

f7223326 Location:

Summary Statistics: Max. 1155.0; Valid 712.0; Mean 6.840533707865149; StDev 52.2383531147595; Min. 0.0

Variable Format: numeric

Notes: UNF:6:DEsIO2CIql0dgU6KwvYeNA==

7_3c_insecticide

f7223326 Location:

Summary Statistics: StDev 172.0828092000961; Mean 42.432092696629525; Min. 0.0; Valid 712.0; Max. 2400.0

Variable Format: numeric

Notes: UNF:6:BFiJnLyeoQO8kS3UfUrnZQ==

7_3d_herbicide

f7223326 Location:

Summary Statistics: StDev 239.44973481732532; Mean 92.33205056179776; Min. 0.0; Max. 3800.0; Valid 712.0

Variable Format: numeric

Notes: UNF:6:UO15J+K53J0i3uUiDrs58A==

7_3e_growth_promoting_products_hormone_etc

f7223326 Location:

Summary Statistics: Mean 35.71875; StDev 180.28607683926157; Valid 712.0; Min. 0.0; Max. 4000.0

Variable Format: numeric

Notes: UNF:6:6/F+ttt2pfywR/aMy3TV1w==

7_3f_field_ploughing

f7223326 Location:

Summary Statistics: Valid 712.0; Min. 0.0; StDev 450.97225726444253; Mean 266.4766011235955; Max. 7368.42

Variable Format: numeric

Notes: UNF:6:cr+LMYiPeZ/CHtxgiNSl2A==

7_3g_labor

f7223326 Location:

Summary Statistics: Valid 712.0; Max. 10195.0; Mean 276.06706460674036; StDev 698.2104147662054; Min. 0.0

Variable Format: numeric

Notes: UNF:6:89lWfDd6tz4j3riwjOfJow==

soap_1_green_bid_usd

f7223326 Location:

Summary Statistics: Max. 1.05; Valid 391.0; StDev 0.09605835221348104; Min. 0.11; Mean 0.26877237851662406

Variable Format: numeric

Notes: UNF:6:cPrVWMZcfPy9k6W2yayBMw==

soap_2_white_bid_usd

f7223326 Location:

Summary Statistics: StDev 0.09959521984968005; Mean 0.29741687979539644; Max. 1.05; Min. 0.02; Valid 391.0

Variable Format: numeric

Notes: UNF:6:Mz5S3NyRbjaS4E9ehpN2rg==

product_1_amount

f7223326 Location:

Summary Statistics: StDev 156.01835685030122; Valid 712.0; Mean 53.54775280898859; Min. 0.0; Max. 2000.0

Variable Format: numeric

Notes: UNF:6:8F23VA4B06KkzLzMls8Lww==

product_2_amount

f7223326 Location:

Summary Statistics: StDev 141.14856413912273; Mean 60.394662921348385; Min. 0.0; Valid 712.0; Max. 2000.0

Variable Format: numeric

Notes: UNF:6:yEjo2yfGewKWhJzvODMRag==

product_3_amount

f7223326 Location:

Summary Statistics: Mean 96.29353932584253; Valid 712.0; Max. 2000.0; Min. 0.0; StDev 153.82689620079202

Variable Format: numeric

Notes: UNF:6:Xf+4d+TyxqhNEMYCQO4YfA==

product_1_bid_usd

f7223326 Location:

Summary Statistics: Max. 5.26; Valid 712.0; Min. 0.0; Mean 0.5591151685393257; StDev 0.5319451112143413

Variable Format: numeric

Notes: UNF:6:z9/z/ovEZr2ZtkI3KfmaEQ==

product_2_bid_usd

f7223326 Location:

Summary Statistics: StDev 0.6444223527907539; Mean 0.85; Max. 5.26; Min. 0.0; Valid 712.0;

Variable Format: numeric

Notes: UNF:6:HU5oo0gTGtXtiwEpbfKnTw==

product_3_bid_usd

f7223326 Location:

Summary Statistics: Valid 712.0; Min. 0.0; StDev 0.8560893323652907; Mean 1.2928932584269663; Max. 6.32

Variable Format: numeric

Notes: UNF:6:qFZ+HDZ6x5XYHDjvFMJYqg==

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01a. Code_book.xlsx

Text:

Code book containing explanation of spreadsheet data

Notes:

application/vnd.openxmlformats-officedocument.spreadsheetml.sheet

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02a. Cambodia_WTP pre-auction survey_questionnaire.docx

Text:

Survey instrument in English, adapted for Cambodia context

Notes:

application/vnd.openxmlformats-officedocument.wordprocessingml.document