For all the tea in Kenya

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ANNEXESLEI 2014-007a

Yuca Waarts, Lan Ge and Linda Puister

For all the tea in KenyaImpact assessment and baseline situation of Farmer Field Schools

Annexes to the main report

ANNEXES to the main report: For all the tea in Kenya

Impact assessment and baseline situation of Farmer Field Schools

Yuca Waarts, Lan Ge, Linda Puister1 Davies Onduru2

1 LEI Wageningen UR)

2 ETC East Africa

This study was carried out by LEI Wageningen UR and was commissioned by KTDA, Unilever and IDH-the sustainable Trade initiative.

LEI Wageningen UR Wageningen, June 2014

ANNEXES

LEI 2014-007a

Waarts, Y, L. Ge, L. Puister and D. Onduru, 2014. ANNEXES to the main report: For all the tea in Kenya; Impact assessment and baseline situation of Farmer Field Schools. Wageningen, LEI Wageningen UR (University & Research centre), LEI Report 2014-007. This report can be downloaded free of charge at the E-depot http://edepot.wur.nl/305592 or at www.wageningenUR.nl/en/lei (under LEI publications). © 2014 LEI Wageningen UR P.O. Box 29703, 2502 LS Den Haag, The Netherlands, T +31 (0)70 335 83 30, E [email protected], www.wageningenUR.nl/en/lei. LEI is part of Wageningen UR (University & Research centre).

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Contents

1 Extended methodology 5

1.1 General approach 5 1.2 Data sources and sampling 5 1.3 Data analysis 7

2 The questionnaire 9

2.1 Impact Assessment Questionnaire: Kinoro, Ndima, Nyankoba, Litein 9 2.2 Impact Assessment Questionnaire: Gachege, Mudete 32

3 Basic characteristics of respondents from the TESA-led FFS 54

4 Key performance indicators of respondents from TESA-led FFS 55

5 Regression outputs impact assessment of TESA-led FFS 60

6 Basic characteristics of respondents from the farmer-led FFS 64

7 Key performance indicators in baseline situation from the farmer-led FFS 65

8 Regression outputs baseline situation of farmer-led FFS 69

8.1 Propensity Score Matching (PSM) 69 8.2 Balancing test of covariates before and after matching 70

1 Extended methodology

This appendix elaborates the methodological approach employed to assess the impact of Farmer Field Schools (TESA-led FFS) on the key performance indicators and to establish the baseline situation of farmer-led FFS with a more detailed description of the sampling strategy and data analysis.

1.1 General approach

The overall design employed in this study was a longitudinal impact evaluation using panel data1 that include the baseline data, which measure the outcome before the intervention, and follow-up data that measure the outcome after a passage of time deemed sufficient for the impact of the intervention to set in. The evaluation combines the difference-in-difference (DiD) approach, propensity score matching (PSM), and regression analysis to net out the impacts of other factors. As illustrated in the main report, the difference-in-difference approach essentially compares the changes among the FFS participants (before and after participating FFS) and changes among the non-participants (the control group). The control group ideally has similar observable characteristics as those of the participants and is assumed to share a parallel trend over time with the participants if they had not participated in an FFS. This assumption was assessed through the comparison of the status quo in the baseline situation on a number of key characteristics and performance indicators of the two groups. The changes in the situation of the control group during the same period in which the participants undergo FFS activities are used as a proxy for the counterfactual situation of the participants, i.e. 'what would have happened to them if they had not participated in an FFS?’. The use of differences in the regression analysis made it possible to assess the impact of training activities that took place between 2010 and 2014 on the indicators of interest by 'differencing out' the influence of persistent factors about which no information is available. To establish the baseline situation of farmers participating in the farmer-led FFS and the baseline situation of the control farmers, we performed a mean comparison of the two groups on a number of key characteristics and performance indicators. We also performed propensity score matching (PSM) using key characteristics – such as age, gender, farm size and education level – to assess potential selection bias that may influence the impact evaluation to be carried out in 2015.

1.2 Data sources and sampling

For the impact assessment of TESA-led FFS, this research used both factory data from KTDA (grower registration data, rainfall data, tea green leaf purchase data and quality information on processed tea) and survey data from households that supply tea (green leaf) to four KTDA managed factories sampled in 2010.2 From all these four factories, households that were to undergo training activities were randomly selected for the baseline interview in 2010. Households in the control group, which were not to undergo the FFS training, were also randomly selected to be interviewed.

1 In statistics and econometrics, the term ‘panel data’ refers to multidimensional data that contain observations on multiple

phenomena observed over multiple time periods for the same firms or individuals. A basic introduction to panel data techniques can be found in Verbeek (2000), A Guide to Modern Econometrics. John Wiley & Sons, Ltd Chichester.

2 Detailed description of the four factories and the sampling strategy used can be found in Waarts, Y., Lan Ge, Giel Ton, Don

Jansen, 2012, Sustainable tea production in Kenya: Impact assessment of Rainforest Alliance and Farmer Field School training. LEI Wageningen UR, The Hague.

LEI Report 2014-007 (Annexes) | 5

Table A1.1 below shows the number of households interviewed in the pre-training situation (i.e. July 2010) per factory. The interviews were repeated in 2012 and 2014 using the same sample. The questionnaire used for the household interview can be found in Appendix 2. The sampling of factories in 2010 took into account the following factors: • Region: East of the Rift Valley and the West of Rift Valley • Whether RA-trained/certified

The actual participation of households in the two types of training activities in 2012, however, turned out to be different from what was planned in 2010. For example, more households participated in FFS-training and training for RA-lead farmers than originally planned. Some farmers in the control group participated in FFS training. This made it necessary to identify ex post ‘treatment group’ and ‘comparison group’ to reflect the actual participation in RA and FFS training. The ‘treatment’ group and the ‘control group’ used in the impact assessment were therefore not exactly the same as the originally sampled groups (see Table A1.2).

Table A1.1 Distribution of sampled farmers over factories (pre-training situation, 2010).

Region RA training sites FFS training sites Total % of all sample East of Rift Valley

Kinoro factory

60 farmers to undergo RA training

Ndima factory

58 FFS farmers 118 33

30 comparison farmers ‘near’

30 8

30 comparison farmers ‘far’

30 8

West of Rift Valley

Nyankoba factory

60 farmers to undergo RA training

Litein factory

58 FFS farmers 118 33

30 comparison farmers ‘near’

30 8

30 comparison farmers ‘far’

30 8

Total 120 236 356 100

Table A1.2 Distribution of sampled farmers over factories (after-training situation, 2014).

Region Factory FFS participation Total East of Rift Valley

Non-FFS % of all sample

FFS % of all sample

Non-FFS+FFS % of all sample

Kinoro 0 0.0 47 15.3 47 15.3 Ndima 37 12.0 67 21.8 104 33.8 West of Rift Valley

Litein 9 2.9 91 29.5 100 32.5 Nyankoba 32 10.4 25 8.1 57 18.5 Total 78 25.3 230 74.7 308 100.0

For the baseline study of the farmer-led FFS, this research analysed survey data from households that supply tea (green leaf) to two KTDA managed factories, namely Gachege (east of the Rift Valley) and Mudete (west of the Rift Valley). The FFS participants and non-participants were randomly selected with the assistance of KTDA factory staff. Table A1.3 below shows the number of households interviewed in the pre-training situation (i.e. January 2014) per factory.

6 | LEI Report 2014-007 (Annexes)

Table A1.3 Distribution of sampled farmers over factories (pre-training situation, 2014).

Region Factory FFS participation Total East of Rift Valley

Non FFS % of all sample

FFS % of all sample

Non FFS+FFS % of all sample

Gachege 42 17.5 78 32.5 120 50 West of Rift Valley

Mudete 60 25.0 60 25.0 120 50 Total 102 42.5 138 57.5 240 100

1.3 Data analysis

The data analysis was carried out using the statistical analysis package Stata IC/13.13. Variables and descriptive statistics The survey data (processed as Stata data files) contain categorical variables and numerical variables. Categorical variables are characteristics that are not numbers per se, but categories or types. Examples of categorical variables are individual characteristics such as gender and position in the household, and group characteristics such as factory and region. Numerical variables are by their very nature numbers. Examples of numerical variables are the kilograms of tea green leaf sold and the number of people in a household. We use simple descriptive statistics to provide basic information about the variables of interest. These descriptive statistics include, but are not limited to, number of observations (abbreviated as N in the tables), percentage distributions, medians, means and standard deviations (abbreviated as Std. Deviation in the tables). Basic statistical tests We used the following statistical tests to compare the means and proportions of different groups and the relationships between different variables: • T-test • Proportion test • two sample Kolmogorov-Smirnov test of proportions • Spearman’s rank correlation Propensity score matching (PSM) Propensity score matching (PSM) is a commonly used method to match participants and non-participants based on the observable characteristics that affect their participation in the programme and the outcome being measured.4 We use PSM to address potential self-selection bias. The propensity score is the estimated probability of getting a treatment (e.g. participating in the programme) for each household using a vector of pre-treatment covariates. We used the Stata commands ‘psmatch2’5 and ‘teffects’ for PSM and the estimation of ATT with kernel and nearest neighbour matching. After PSM, a balancing test was carried out on the covariates to gauge the comparability between the treatment group and the control group. Regression analysis

3 StataCorp. 2013. Stata Statistical Software: Release 13. College Station, TX: StataCorp LP.

4 See technical description in Rosenbaum, P.R., and

D.B. Rubin (1983). The central role of the propensity score in observational studies for causal effects. Biometrika 70 (1): 41-55

5 E. Leuven and B. Sianesi. (2003). "PSMATCH2: Stata module to perform full Mahalanobis and propensity score matching,

common support graphing, and covariate imbalance testing". http://ideas.repec.org/c/boc/bocode/s432001.html


http://ideas.repec.org/c/boc/bocode/s432001.html

Regression analysis is a statistical tool for the investigation of relationships between variables using observed data. It is usually used to ascertain the causal effect of one variable upon another that is predicted by a plausible theory (hypothesis). The focus of regression analysis is on the relationship between a dependent variable and one or more independent variables. More specifically, it helps one understand how the typical value of the dependent variable changes when any one of the independent variables (also called the explanatory variables) is varied, while the other independent variables are held fixed. We used regression analysis to understand the impacts of potential contributing or influencing factors on the outcome indicators such as knowledge level, implementation of GAPs and yield. Since the dataset on the TESA-led FFS contains repeated observations on the same households, we used panel data techniques to analyse the changes in each household and the impact of FFS and other factors on these changes. Each household in the dataset is uniquely identified by its grower number and is one panel about which information was collected on various indicators in different periods, that is, the baseline situation (July 2010), the mid-term situation (February 2012) and the latest situation (January 2014). Changes in each individual household were calculated as the differences in values of various variables or indicators between 2010 and 2012. Regression analysis was then performed using these differences as the dependent variables, and training and other characteristics of the households as the explanatory variables. For a number of regression models, we performed post-estimation tests of model specification and coefficients (Hausman's specification test and Likelihood-ratio test after estimation). Comparison groups When relevant, different groups were compared to assess impact or potential bias. These groups were the following: • FFS participants (FFS) vs. non-participants (non-FFS) • Three ‘degrees of participation’ over time (see main report and Figure A1.1 for the sizes of the

groups) • FFS participants vs. all farmers

Figure A1.1 Groups with different ‘degrees of participation’ in FFS

49.0%

35.1%

15.9%

Has been FFS member for 3-4 yearsHas been FFS member for 1-2 yearsHas never been FFS member


2 The questionnaire

2.1 Impact Assessment Questionnaire: Kinoro, Ndima, Nyankoba, Litein

Enumerators, no blanks are allowed: • Please fill out -999 when the farmer does not know. • Please fill out NA when the question is not applicable to the farmer, and for questions on inputs used

a 0 when a farmer did not buy or use a certain input. KTDA Sustainable Agriculture Project A: Household identification + FFS A Date of interview (dd/mm/yyyy):………………… Start time: …………….. End time:……………… B Name of enumerator…………………………………………………………………………... C Name of Factory: …………………………………………………………………………….. 1 Factory grower number (2 letters for the factory, 3 numbers for buying centre, 4

numbers for grower number)

2 Name of the respondent (Enumerator: interview the person who attended FFS training

or the person in charge of tea production):

…………………………………………………………………………………........................

3a What is the gender of the respondent? (Circle correct number) 0 Female 1 Male

3b What is your year of birth?

…………………………………………………………………………………........................

3c How many years of education have you followed? (number of years, ‘I do not know’ = -999)

…………………………………………………………………………………........................

4 Is the respondent the household head? (Circle correct number)

0 No 1 Yes

5 How many people are part of your household? ………………………


6 Did you sell tea in the July 2012/ June 2013 financial year?

0 No 1 Yes

6b Did you sell tea between July 2013 and December 2013?

0 No 1 Yes

If the answers to both questions 6 and 6b are NO, then stop the interview and go to another farmer on your list 7 Are you a member of a FFS or have you been a member of an FFS?

0 No please continue with question 13 1 No, but a family member is/was an FFS member continue with question 8a 2 Yes please continue with question 8b 3 Not anymore please continue with question 8b

8a If you did not participate in the FFS activities yourself but other person(s) from your

household did participate, how did he/she/they value(s) the activities? (Circle one option) 0 Unsatisfied please continue with question 13 1 Neutral please continue with question 13 2 Satisfied please continue with question 13 3 I do not know please continue with question 13

8b How do you value FFS activities? How satisfied are you with the following aspects of the

FFS? (Enumerator: ask the farmer about all aspects and put one code in the square that corresponds with the given answer)

Aspect: how satisfied are you with…? 1: Very satisfied 2: Satisfied 3: Neutral 4: Unsatisfied 5: Very unsatisfied 6: I do not know 7: Not applicable

1. FFS training 2. Role of facilitators 3. Group organization (officials, sub group) 4. Group dynamics 5. Frequency of meetings 6. Time necessary 7. Special topic sessions 8. FFS commercial activities 9. Micro credit 10. Insurance 11. Costs of running FFS 8c Would you recommend other farmers to participate in an FFS? 0 No 1 Yes 2 N/A / I don’t know 9 Has your FFS group continued existing after you have graduated?

0 No Continue with question 11 1 Yes Continue with question 10


10a What have been the activities of the FFS since your graduation? (List maximum 10

activities, in order of importance, as specific as possible e.g. training on chicken rearing)

0 No activities

1 Activity 1: .......................................

2 Activity 2: .......................................

3 Activity 3: .......................................

4 Activity 4: .......................................

5 Activity 5: .......................................

6 Activity 6: .......................................

7 Activity 7: .......................................

8 Activity 8: .......................................

9 Activity 9: .......................................

10 Activity 10: .......................................

11a What would you like to see changed in the organization of the Farmer Field Schools to

improve its functioning in the future? (Enumerator: write down maximum 3 changes)

1. …………………………………………………………………………………………………………….

2. …………………………………………………………………………………………………………….

3. …………………………………………………………………………………………………………….

12a Have you or your household benefitted from participating in the Farmer Field School

group in the last 2 years? 0. No please go to question 12b 1. Yes please go to question 12c

12b Why have you not benefitted from participating in the Farmer Field School group in the

last 2 years? (Enumerator: Write down maximum 3 reasons)

1. ……………………………………………………………………………………………………………

2. ……………………………………………………………………………………………………………

3. …………………………………………………………………………………………………………… 12c What benefits have you or your household realised from participating in the Farmer Field

School in the last 2 years? (Enumerator: write down maximum 3 benefits)

1. ……………………………………………………………………………………………………………

2. ……………………………………………………………………………………………………………

3. ……………………………………………………………………………………………………………


13 Have you been trained as a lead farmer by Rainforest Alliance? 0 No 1 Yes 14a If you are not a lead farmer, have you, or any person from your household attended

Rainforest Alliance certification training? 0 Nobody

1 Yes, me 2 Yes, somebody else (Q14b……….................................................... (Record

relationship) 3 I do not know 15a Have you or any member of your household participated in any other certification

scheme training or workshops, other than by Rainforest Alliance over the past 12 months? Trainings are defined as educational events; for instance, one-on-one training, group training, workshop, demonstration, training during TESA visit. (E.g. UTZ Certified, Fairtrade/FLO, ISO) 0 No

1 Yes, UTZ Certified 2 Yes, FLO/Fairtrade

3 Yes, ISO 4 Yes, I have received training to become certified, but I do not know for which

certificate 5 I do not know

15b Have you or any member of your household participated in any non-certification scheme

trainings or workshops over the past 12 months (trainings defined as educational events; for instance, one-on-one training, group training, workshop, demonstration, training during TESA visit)? 0 No

1 Yes Skip question 16 16 If no, what was the reason? 1) No training offered 2) Offered, but could not get to training, no transportation or resources 3) Offered, but other reasons for not attending (no time, not interested in topic). 17 If yes, how many trainings (trainings defined as educational events; for instance, one on

one training, group training, workshop, demonstration, training during TESA visit) have you and other persons from your household attended in the past 12 months?

1) 1 training 2) Between 1-5 trainings 3) More than 5 trainings 4) I do not know


18 Did the person(s) that participated in training follow the following topics? (one-on-one

training, group training, workshop, demonstration, training during TESA visit)? Fill in 1 for yes or 0 for no in column 1. (If yes, who gave the training? Fill in codes 1 to 6).

Topics Attended

training on this topic? [0 = No, 1 = Yes, 2= Do not know]

Name the type of organization 1= factory 2= government 3= NGO 4= input supplier 5= Local individual (e.g. neighbour) 6= others 7 = I do not know

18a Crop production (for instance new crops)

a1………

a2i…………… a2ii ………………. a2iii………..

18b Health and safety (for instance HIV/AIDS, housekeeping, food)

b1………

b2i…………… b2ii ………………. b2iii………..

18c Farm management skills (for instance record keeping, economic decision making)

c1………

c2i…………… c2ii ………………. c2iii………..

18d Agro-chemical application (chemicals used for all farm activities)

d1……… d2i…………… d2ii ……………….

d2iii……….. 18e Others/ combination of topics

e1…………

e2i…………… e2ii ………………. e2iii………..

19 Apart from information provided in the trainings, does the extension staff provide you

with information or services that helps you with your tea production? 0 No Please go to Section B on the next page 1 Yes please go to question 20 2 I don’t know Please go to question 20


20 Can you name the services the factory provides you with and if you are satisfied with it /

them? (Instructions for enumerators: please read the options to the farmers and record one response/possible answer in each box according to the code)

Services by the Factory 1: Very satisfied 2: Satisfied 3: Neutral 4: Unsatisfied 5: Very unsatisfied 6: I do not know 7: Not applicable

20a Training 20b Market information on inputs 20c Market information on sales and prices (e.g. also of other crops than

tea)

20d Providing information about inspection results and corrective actions after Internal Inspections (Internal Management System)

20e Providing information about the external Inspections (audit) 20f Providing access to fertilizer 20g Providing access to seedlings, planting material 20h Providing access to pesticides 20i Providing access to (micro) credits 20j Insurance 20k Information on Group Commercial activities; sales and marketing

B: Implementation of sustainable practices

1. Answering options should not be read out to the households, options are for enumerators’ convenience only! 2. Select one answer option per question by circling the corresponding letter, apart from questions with questions which state multiple answers can be given 3. Do not give any additional information about the ‘right’ answers as we will be questioning knowledge later on. Profit (questions are all related to tea) 1 How many times does your household pluck tea in the same tea plot per month (this

refers to a normal month- when there is no drought and it is not very cold)? 1. 4 times (every 7-8 days) 2. 3 times (every 10 days) 3. 2 times (every 2 weeks) 4. Less than twice (less than once every 2 weeks)

2 Where does your household experience leaf spillage at the farm, during transport to

buying centre or at the buying centre? 1. No spillage at all places 2. Spillage in all three places 3. Spillage at home only 4. Spillage at BC only 5. Spillage during transport

3 Does your household use a plucking stick/wand? Is the table firm (Interviewer to

observe) 1. Use stick & table firm 2. Use stick table not firm 3. No stick table firm


4. No stick table not firm

4 If you or your household raise your own planting material: what is the success rate in your nursery? 1. High (More than 80% success rate) 2. Mediate (Between 80% and 50% success rate) 3. Low (Less than 50% success rate) 4. N/A – i.e. no planting or infilling in the last few years, used external source, or

farmer does not want to tell. 5 What clones have been planted in your household’s nursery? (Enumerator: multiple answers can be circled)

1. Clones developed from own tea bushes (own nursery) 2. Clones received from neighbours/other farmers 3. Improved clones (VPS) from TRFK 4. Any other/ do not know which clones 5. N/A (no clones planted)

6 When are tea VP plants in-filled in the tea plots? (Enumerator: multiple answers can be circled)

1. During heavy rains. 2. During moderate/light rains. 3. During dry season. 4. None of the above.

7 What is the percentage crop cover (absence of gaps in the tea) on your farm

(interviewer to ask and observe)? 1. 90-100% 2. 75%- 90% 3. Less than 75% 4. I do not know

8 At what height is mature tea pruned?

1. 20 inches and above 2. Below 20 inches 3. N/A 4. Do not know

9 At what period are tea bushes pruned?

1. Dry season (January – March) 2. Wet season (April – May/ October - December) 3. Cold season (June – August) 4. Warm season (September)

10 How often is the same tea plot/block pruned?

1. Prune every 6 (or more) years 2. Prune every 3-5 years 3. Prune every 1 or 2 years

11 What is the major tool used to prune the tea your household produces? (Enumerator:

multiple answers can be circled) 1. Use pruning knife 2. Use pruning machine 3. Other tools


12 Who prunes the tea bushes and have they been trained? (Enumerator: multiple

answers can be circled)

1. Untrained family member. 2. Trained family member. 3. Untrained non family member. 4. Trained non family member

13 At what height are your bushes tipped in? 1. More than 6 inches above pruning height 2. 4 to 6 inches above pruning height 3. Less than 4 inches above pruning height

14 How frequently do you apply composted manure in tea (= organic fertilizer)? 1. Never / do not apply 2. Less than once every three years 3. Every three years 4. More often than once every three years

15 How frequently do you apply chemical fertilizer in tea?

1. Once per year 2. Twice a year 3. More than twice per year 4. Never / Do not apply

16 Do you keep records on input use and production in tea?

1. Only records on production/sales 2. Only records on inputs 3. Records on input use and production 4. No records kept

People (question 17 about tea, other questions about the whole production system) 17 Who plucks your tea?

1. Only household members 2. Regular workers 3. Seasonal workers 4. Mixture of household members and workers

18 Do you hire workers? Do you have agreements with hired workers about pay and timing

of payment? 1. Yes, agreement in writing 2. Yes, oral agreements 3. No 4. I do not hire workers, only family members work on the farm please go to

question 19b 19a Do your workers have access to easily accessible water for drinking and latrines?

1. Access to potable water 2. Access to latrines 3. Both 4. Neither

19b Does your household have access to easily accessible water for drinking and latrines?



20 How often did your family or any of your workers need medical attention after injury on

the farm for example fractures or wounds requiring stitches, in the last 12 months? 1. More than three occasions 2. On one or two occasions 3. No occasions

21 When chemicals are sprayed, which personal protective equipment (PPE) does your

family or your workers use? 1. All PPE (Mask, gloves, boots, overall, goggles) 2. Some of the above PPE 3. No PPE 4. N/A (don’t spray)

22a Do you group together with other farmers to carry out certain activities e.g. sourcing of

fertilizer, leaf transport, plucking, learning visits to other farmers etc.? 1. Yes 2. No continue with question 23

22b If yes, do you group together with other farmers more frequent than 2 years ago?

1. Less frequent 2. Not more or less frequent than 2 years ago 3. More frequent 4. I do not know

23 Do you turn to KTDA if you experience any problems in your tea production?

1. Yes 2. No

24 Do your children go to school?

1. N/A, no, the children are too young or too old to go to school 2. No, some children are not going to school although they have the age to attend

primary or secondary school 3. Yes, all children in the age to attend primary or secondary school are attending

school 4. Yes, all children in the age to attend primary or secondary school are attending

school and one or more children are following college or university Planet 25 Do you collect prunings from the tea field?

1. No 2. Yes - use as mulch elsewhere on farm 3. Yes - use as fuel

26 Do you infill open areas in your tea (Interviewer to ask and observe)?

1. Yes 2. No 3. N/A (no gaps)

27 When do you apply fertilizer to your tea?

1. Apply fertiliser during moderate rains 2. Apply fertiliser during heavy rains 3. Apply fertiliser during dry periods 4. Apply fertilizer on another moment 5. Do not apply fertilizer


28 In case of chemical control in your tea (pesticides /herbicides /insecticides) how do you

apply the agrochemicals? 1. Blanket spraying 2. Edges/ spot spraying 3. Other 4. Do not use chemical control

29 Does your farm border a river or water body? If so, do you have a Riparian strip covered

by indigenous vegetation and how wide is it A Riparian strip is a strip of indigenous vegetation between rivers or other water bodies and cultivated field (Interviewer to ask and observe)? 1. No; farm does not border a river or water body 2. Yes, farm borders a river/ water body, but no Riparian strip 3. Yes, a strip less than 10 meter 4. Riparian strip wider than10 meters, but smaller than 30 meters 5. Riparian strip wider than 30 meter

30 Do you have indigenous trees on your farm? If so how many in total on your land?

1. More than 10 indigenous trees 2. Between 5 and 10 3. Less than 5 4. No native trees

31 If your farm borders a water stream, how many eucalyptus trees are growing within 10 meters of the water stream? 1. More than 50 trees 2. Between 20 and 50 trees 3. Between 5 and 20 trees 4. zero to 5 trees 5. N/A farm does not border river

32 if your farm borders a water body, what distance do you leave out without applying

agrochemicals and chemical fertilizer, compost and organic matter? 1. No area is left 2. 0 – 5 metres 3. 5 – 15 metres 4. Over 15 metres 5. N/A farm does not border a river

33 How much area of the total farm is conservation area (area under indigenous trees/ natural vegetation)? 1. More than 10% 2. Between 2 % and 10% 3. Zero to 2 %

34 What is your main source of energy for domestic purposes?

1. Renewable firewood from Eucalyptus and Gravillea trees, electricity, solar, biogas 2. A mixture of sustainable and unsustainable (petroleum products, bottled gas, ….)

sources 3. Cutting down of indigenous trees 4. Petroleum products

35 What is your main source of water for domestic use? 1. River/ stream or spring 2. Tap 3. Harvested rainwater


36 How do you manage household waste water and effluent from livestock (interviewer to

observe if possible)? 1. Presence of soak pits/ waste pits; 2. Other ways of filtering water 3. Part of the waste in soak pits, part runs directly into farm 4. Discharge direct onto the farm or into waterways

37 How do you manage household solid waste?

1. No waste management in place 2. One pit for all waste 3. One pit for organic waste and one pit for other waste 4. More than two pits in place: non-organic waste is further separated, for instance for

plastic or glass 38 Is waste collected and taken elsewhere?

1. Glass, plastic and other waste is collected 2. One of three waste types is collected (either glass, or plastic, or other waste) 3. No, recycling options known but no transportation available 4. No, collection service is not available 5. N/A no waste pit available

Decision-making in tea We also would like to ask you some questions on how you make decisions about tea production and management activities at the moment and how you made such decisions two years ago. (Enumerator: multiple options are possible, read the options aloud to the farmers and tick the relevant box). 39a How do you generally make decisions on tea production activities at the moment and

two years ago? (Enumerator, put relevant code in the box; every row must be filled; multiple answers possible as many factors contribute to making a decision)

Nr Way for decision-making on tea production (more than

one factor may contribute to making a decision) Now (39a)

Two years ago (39b)

No = 0 Yes = 1

No = 0 Yes = 1

0 Based on advice from my parents/friends/neighbours 1 Based on what I did last year 2 Based on a routine 3 Based on the state of my tea bushes/field(s) 4 Based on recommendations by the TESA/FSC/factory 5 Based on regular check of my records to see whether my

farm is doing well

6 Based on comparing my records with the records of my neighbours/friends/other farmer to see how my farm is doing

7 Based on what I learned from the training 8 Based on information on prices for tea and other crops 9 Based on comparing my production with figures with average

tea production in Kenya to see how my farm is doing

10 Based on my own experience 11 Other, please specify ……………….

…………………………………

39c If any of the answers are not the same for specific questions 39a and 39b above: Why

did you change the way you make decisions since two years ago? (Give the three most important reasons.) (Enumerator: when all answers are the same, write NA)


1. …………………………………………………………………………………………

2. ………………………………………………………………………………………… 3. …………………………………………………………………………………………

40 How do you decide how much fertilizer to apply on tea now, and how did you do so 2

years ago? (Enumerator, put relevant code in the box; multiple answers; fill every row)

Nr Way for decision-making on fertilizer application on tea

(more than one factor may contribute partly/wholly in making a decision)

Now (40a)

Two years ago (40b)

No = 0 Yes = 1

No = 0 Yes = 1

1 I apply the same amount per bush / hectare as my parents / neighbours do

2 I apply the same as last year 3 I always apply the same amount 4 I apply on the basis of the state of the tea bushes 5 I apply on the basis of recommendations by the factory 6 I apply on the basis of recommendations obtained in the

training

7 I apply on the basis of the records that I kept last year (analysed fertilizer input and yield relations)

8 I apply on the basis of my own experience 9 Other, please specify (one only) ……………….

…………………………………

41 How do you decide on how often to pluck tea (plucking frequency) now, and how did you

decide on this 2 years ago? (Enumerator, put relevant code in the box) Nr Way for decision-making on frequency of plucking (more

than one factor may partly/wholly contribute to making a decision)

Now (41a)

Two years ago (41b)

No = 0 Yes = 1

No = 0 Yes = 1

0 I pluck as often as my parents/neighbours/friends do 1 I pluck frequently as I did: ( last year); (….two yrs ago for

column 2)

2 I pluck on the basis of the state of the tea bushes 3 I pluck on the basis of recommendations by the factory 4 I pluck on the basis of recommendations obtained in the

training

5 I pluck on the basis of the records that I kept last year 6 I pluck on the basis of my own experience 7 Other, please specify (one only) ……………….

…………………………………

42 How do you decide how to handle (apply, store etc.) agro-chemicals now and how did

you do so 2 years ago? (Enumerator, put relevant code in the box; multiple answers; fill every row)


Nr Way for decision-making Now

(42a) Two years ago (42b)

No = 0 Yes = 1

No = 0 Yes = 1

1 Based on advice from my parents/friends/neighbours 2 Based on what I did last year 3 Based on a routine 4 Based on recommendations by the TESA/FSC/factory 5 Based on requirements for RA certification 6 Based on what I learned from the training to make my

decisions

7 Based on the basis of my own experience 8 Other, please specify (one only) ……………….

…………………………………

C: Tea production We would like to know more about your tea production. 1a How many times was your tea rejected by the buying centre the last 12 months?

0 Never please skip question 1b 1 Less than 3 times 2 More than 3 times 3 I do not know 1b How many kilograms of your tea was rejected by the buying centre in the last 12

months?

…………………………………………………………………………………........................ 1c How many times was your tea rejected by the buying centre 2 years ago?

0 Never please skip question 1d 1 Less than 3 times 2 More than 3 times 3 I do not know 1d How many kilograms of your tea was rejected by the buying centre 2 years ago?

………………………………………………………………………………….........................


2. Labour for tea (tea production within your household, not work for someone else)

Enumerator: Please fill out -999 when the farmer does not know. 1) How much time is spent on tea production? This can be both family and hired labour. We ask these questions for plucking weeding and pruning. The unit is different per activity. Example: for weeding we ask the days per year spent on weeding. 2) The cost of hired labour are in different units. Tea plucking is cost per kg of green leaves, while for other activities the costs per day or per bush should be stated. If the labour is family labour the costs are zero. Activity Quantity (0

when farmer/labourer did not spend time on activity)

Unit of measurement

Cost (Family labour cost = 0)

Per unit:

C2 Plucking 1b……………… Ksh/Kg green tea leaves

C2 Weeding

2a……………….. Days last year 2b……………… Per day

C2 Pruning

3a………………. Number of bushes last year

3b…………….. Ksh/ bush

C2 Applying fertilizer

4a………………. Number of bags applied last year

4b……………… Ksh/bag applied

Inputs used for tea production in the last 12 months (questions 4 until 9) 1) Please state the inputs used for your total tea area in the last 12 months. If the respondent

has difficulties answering this question ask him/her the quantity of these inputs they might have bought and if they finished all these inputs.

2) As different people might use different measures this question allows for different units in question 5 and 6: for example quantity 1, unit kg or quantity 0.5, unit litre.

3) Write down the cost for one unit 4) Give respondent time to think about any other inputs used for tea


Enumerator: Please fill out -999 when the farmer does not know. And 0 when the farmer did not buy any fertilizer/chemicals/tea plants. Input Quantity used in

last 12 months 0, 1, 2, 3, ½, ¼, ¾ etc.

Unit:

Cost per unit input (may be 0)

Number of bushes receiving input

4. Fertilizer (chemical) List common/ trade names incl. composition (N,P,K): 1a. …………………………. 2a………..…………………. 3a……..……………………. 4a. ..……………………….

1b. ……… 2b……….. 3b……..… 4b. ..………

Bag Bag Bag Bag

1d…..…… 2d……….. 3d……..… 4d..………

1e. ……… 2e……….. 3e……..… 4e..………

5. Organic fertilisers, compost, manure List types, if any: 1a. …………………………. 2a………..…………………. 3a……..……………………. 4a. ..……………………….

Quantity in last 12 months 0, 1, 2, 3, ½, ¼, ¾ etc. 1b……… 2b……….. 3b……..… 4b. ..………

Unit 1c. ……… 2c……….. 3c……..… 4c. ..…….

Cost per unit input 1d…..…… 2d……….. 3d……..… 4d..………

Number of bushes receiving input 1e……… 2e……….. 3e……..… 4e..………

6. Other chemicals (pesticides/ herbicides/ insecticides), if any: List common/ trade names: 1a. …………………………. 2a………..…………………. 3a……..……………………. 4a. ..……………………......

Quantity in last 12 months 0, 1, 2, 3, ½, ¼, ¾ etc. 1b. ……… 2b……….. 3b……..… 4b. ..………

Unit: 1c. ……… 2c……….. 3c……..… 4c. ..…….

Cost per unit input 1d…..…… 2d……….. 3d……..… 4d..………

Number of bushes receiving input 1e……… 2e……….. 3e……..… 4e..………

7. New tea plants, if any 7b…………….

Number in last year:

7d……………

8. Other input used: 8a……………………………………

8b…………….. 8c………… 8d……………. 8e…………….


9b……………… 9c…………. 9d……………. 9e…………….


10a Have you bought any Personal Protective Equipment for your tea or other production in

the 2012/2013 financial year? 0 No please continue with Section D on the next page 1 Yes 2 I do not know Enumerator: please add -999 in the table for 1a-7a and

continue with Section D on the next page

Please fill out -999 when the farmer does not know, and 0 when the question is not applicable (the farmer did not buy a certain PPE item); when a full PPE set row is filled, then fill 0 in row 1-6, column one)

10b. If yes, what did you buy? 1 Overall 2 Hat 3 Mask/respirator 4 Gumboots 5 Goggles 6 Apron/plucking cape/nylon bags/raincoat 7 Full PPE set

How many? 1a………….. 2a………….. 3a………….. 4a………….. 5a………….. 6a………….. 7a…………..

Piece Piece Piece Piece Piece Piece Piece

Cost per piece 1d.………… 2d…………. 3d…………. 4d…………. 5d…………. 6d………….. 7d………….

11 If you bought protective equipment (PPE) last year, why did you buy it?

(Enumerator: multiple answers are possible but do not read aloud to respondent) 0 I was taught in training that I can benefit from it 1 I need it for required practises for Rainforest Alliance or UTZ Certification 2 I have seen my neighbour / colleague farmer using it 3 I wanted to buy it for a long time but just recently got the required funds 4 It increases my status as a farmer 5 Other

12 Do you (or your labourers) use a tea harvesting machine for plucking tea?

0 No 1 Yes

D: Other sources of income in the last 12 months 1 Can you give an approximation of the percentage of income from tea production in total

household income, in the last 12 months? 0 100% please continue with question 4 1 Between 80 and 100% 2 Between 60 and 79% 3 Between 40 and 59% 4 Between 20 and 39% 5 Less than 20%


2 Can you state your families’ sources of income, starting with the most important income

generation activity (excluding tea)? Can you give an approximation of the yearly income and costs from the activities?

Enumerators: you can use the bottom of the sheet to take notes before filling the table. Help respondents with possible sources of income: vegetables, fruit, grain, dairy, calves, pigs, rabbit, chicken. Remittances, retirement, business, employment, teaching, and more. Enumerators: write down -999 when the farmer does not know. And -888 when the farmer does not want to answer! (Every row must have an answer in column 1) D2 Income generating activities

from most to least important income generating activity

Yearly gross income from this activity (last 12 months)

Yearly costs from this activity (last 12 months)

Category I ii iii

0 = No 1 = Yes

D2.1.

a. Plant production (vegetable, fruit, grain etc.)

A c

d

D2.2.

a. Livestock (dairy, cows, chicken etc.)

A c

d

D2.3.

a. Business (trade, shop etc.)

A c

d

D2.4.

a. Employment A

c

d

D2.5.

a. Services (teaching, government etc.)

A

c

d

D2.6.

a. Remittances A

c

d

D2.7.

a. Retirement A

c

d

D2.8.

a. Other.... A

c

d

D2.9.

a. Other..... A

c

d

D2.10.

a. Other.... A

c

d


3 Can you indicate the monthly income earned from all your activities except tea

production over the last 12 months? (Read answer options and ask farmer to select one)

1. Less than 2000 Ksh per month 2. Between 2000 and 5 000 ksh per month 3. Between 5 000 and 10 000 ksh per month 4. Between 10 000 and 15 000 ksh per month 5. Between 15 000 and 20 000 ksh per month 6. More than 20 000 ksh per month

4 Indicate whether you agree or disagree with the following statements: 4a I earn more income from tea production now than two years ago:

1. I do not agree, I earn less income from tea now than 2 year ago 2. I do not agree, I earn the same amount from tea now as 2 years ago 3. I agree 4. I do not know

4b I earn more income from other sources of income than tea production than two years

ago 1. I do not agree, I earn less income from other sources now than 2 year ago 2. I do not agree , I earn the same amount from other sources as 2 years ago 3. I agree 4. Not applicable: I do not have other sources of income now, and neither 2 years ago. 5. I do not know

5 Does your household have any loans / (micro)credit at this moment? 0 No please skip question 6 1 Yes 6 Whom has provided you with the loan / (micro) credit?

………………………………………………………………………………….........................

7 Does your household have any insurance (related to agricultural production) at this

moment? 0 No please skip question 8 1 Yes 8 With which organisation/company did you take out the insurance?

………………………………………………………………………………….........................


9 How did you use the income from your tea farm last year?

(Enumerator: ask all options and record the relevant answer code in the box).

Nr Item No = 0 Yes = 1

0 Buying inputs / equipment for tea production 1 Buying inputs / equipment for other crops/animals 2 Hire labour for tea production 3 Hire labour for other crops/animals 4 Buy food 5 Medical bills for family 6 Education fees for children 7 Investment in business 8 Mobile phones 9 Buy home use items e.g. Radio/TV/sofa set 10 Other, please specify (maximum 3, most important uses of income)

……………….......................... ……………….......................... ………………..........................

E: Knowledge and skills learned 1. Answering options should not be read out to the households, options are for enumerators’

convenience only! 2. In this part it is encouraged that the enumerators stimulate the farmers to give more options

(time to think), but never mention the options! 3. Select the given option by circling the corresponding letter, more answer options can be selected 1 Can you mention some benefits of leaving prunings in the field?

1. To suppress weeds 2. To prevent soil erosion 3. To improve soil structure 4. Releases nutrients into the top soil at decomposition 5. Reduces loss of water by evaporation (mulch) 6. None of the above / I do not know

2 Can you mention the best height to prune mature tea?

1. Never below 20 inches 2. 2 inches above the former height 3. After reaching 28 inches, the bush should be down pruned to 21 inches 4. None of the above / I do not know

3 Can you mention reasons to prune tea?

1. To maintain a manageable plucking table 2. To rejuvenate the bush / increase production 3. To remove diseased, dead and knotted branches 4. None of the above / I do not know


4 Can you mention some recommended methods to handle weeds in tea?

1. Slashing using panga 2. Use of plain jembe 3. Uprooting using hands 4. Use of round up for perennial weeds such as couch grass (new fields and young tea

only) 5. None of the above / I do not know

5 Can you mention benefits of fertilizer application to tea?

1. Get better yields of green leaf. 2. Get better quality of green leaf 3. Maintain the tea bush for a long time 4. Increase nutrients to soil/improve soil fertility. 5. None of the above / I do not know

6 Can you mention any benefits of plucking tea every 7 to 8 days (during normal

weather)? 1. To maintain good quality (older tea is of less quality; more than 2 leaves per bud) 2. To maintain enough yield (if leaves are plucked too early this leads to less yield; less

than 2 leaves per bud) 3. To maintain good plucking table 4. None of the above / I do not know

7 Can you mention any benefits of maintaining a plucking table? (A plucking table is the surface of the tea bush from which the farmer plucks the tea, 2 leaves and a bud.) 1. Yields increase when shoots can grow because they are not hindered by shade 2. Shoots are missed during plucking/ plucking goes faster with an even plucking table 3. None of the above / I do not know

8 Can you mention benefits from infilling? 1. Maximises the yield of land in tea production / increases yield 2. Reduces weeding efforts 3. None of the above / I do not know

9 Can you mention the best height for tipping-in tea?

1. 4 inches above pruning height 2. None of the above / I do not know

10 A Riparian strip is a strip of indigenous vegetation between rivers or other water bodies

and cultivated field. Can you mention benefits of a Riparian strip? 1. A riparian strip helps protect and conserve wetlands 2. A riparian strip helps prevent soil erosion 3. A riparian strip enriches biodiversity 4. A Riparian strip forms a buffer so that pollution cannot reach the water 5. None of the above / I do not know

11 What are the benefits of personal protective equipment (PPE)?

1. Protects your skin from being touched by chemicals 2. Protects you from inhaling chemicals 3. Protects your feet from chemicals 4. Prevents illness 5. None of the above / I do not know


12 What are the potential dangers of applying agrochemicals and fertilizer near the natural

water bodies like rivers, streams, pools, ponds etc. ? 1. Kill the aquatic life (water plants and animals) 2. Kill the plants growing near the water body 3. Poison the people drinking water downstream 4. None of the above / I do not know

13 Why is application of agrochemicals discouraged in tea?

1. High cost of agrochemicals 2. Harmful effect on people 3. Risk of getting into made tea 4. Loss of market of tea 5. Harmful effect on environment 6. None of the above / I do not know

14 What methods can you use to improve the yield and quality of tea in your farm?

1. Application of the right fertilizer at the right time. 2. Regular plucking rounds 3. Maintaining the plucking table. 4. Training of pluckers 5. None of the above / I do not know

15 What are the benefits applying soil conservation measures?

1. Preserve soil fertility 2. Prevent loss of soil 3. Get high production 4. Prevent siltation in water bodies 5. None of the above / I do not know

F: Experiments, dissemination and diffusion of Good Agricultural

Practices 1 Have you experimented with or implemented any new agricultural practices or tools on

your land (for example on tea, new crops, other fertilizer) in the last year? 0 No skip question 2 (the table below). 1 Yes

2 New practice

1) Fill in any practices the farmer has experimented with, for instance new crop varieties, other fertilizer, more/less frequent maintenance, new tools, and new income generating activities).

2) Fill in if the farmer experimented alone or in a group. 3) Do not read aloud the possible reasons: let the respondents come up with reason

him/herself

What did the farmer experiment?

0=Alone or 1= in group

Reason (e.g. learned from neighbour, training or because of certification)

Tea related F2.1a

F2.1b

F2.1c

F2.2a

F2.2b

F2.2c

F2.3a

F2.3b

F2.3c

F2.4a

F2.4b

F2.4c





Not tea-related F2.5a

F2.5b

F2.5c

F2.6a

F2.6b

F2.6c

F2.7a

F2.7b

F2.7c

F2.8a

F2.8b

F2.8c

7 Did you share information on good agricultural practices that you or your household

member were taught during the FFS training over the last year? 0 No please go to question 9 1 Yes 8 If yes, did any of your friends, relatives or neighbours that you shared information with

(on FFS training) changed their tea production practices due to information they got from you? 0 No 1 Yes 2 I do not know

9 How often do your neighbours share information on good practices with you or your

household members? 1 Daily 2 Weekly 3 Monthly 4 Yearly 5 Never


G: Social indicators 1 Can you indicate to what extend you are satisfied with the following issues. (Enumerator: mention each question: start with “how satisfied are you with the relation with ………” see options below, then put one code in the relevant box after the farmer answers) How satisfied are you with: 1: Very satisfied

2: Satisfied 3: Neutral 4: Unsatisfied 5: Very unsatisfied

a) The relation with your neighbours b) The relation with your family members c) The relation with the tea factory d) Knowledge on good tea management practice e) Leadership skills f) Access to information on agri commodity prices g) Access to self-help activities like Merry-go-rounds h) Diversification of income/ number of income sources i) Your homestead (house, access to water/electricity etc) j) Your families health k) Possibility to send children to school l) Family welfare m) Family income

That was the last question in this questionnaire. Thank you very much for your time and effort to help us understand more about tea production. Is there anything else you would like to tell us or ask us?

Do you have any comments or questions? …………………………………………………………………………………………………………………………………………….. ……………………………………………………………………………………………………………………………………………… ……………………………………………………………………………………………………………………………………………… …………………………………………………………………………………………………………………………………………….. ……………………………………………………………………………………………………………………………………………… ……………………………………………………………………………………………………………………………………………… Enumerator: please read through questionnaire to make sure no questions were left unanswered before leaving the farmer! (NO blanks are allowed.) Thank you!


2.2 Impact Assessment Questionnaire: Gachege, Mudete

Enumerators, no blanks are allowed: Please fill out -999 when the farmer does not know. Please fill out NA when the question is not applicable to the farmer, and for questions on inputs

used a 0 when a farmer did not buy or use a certain input. KTDA Sustainable Agriculture Project A: Household identification + FFS A Date of interview (dd/mm/yyyy):………………… Start time: …………….. End time:……………… B Name of enumerator…………………………………………………………………………... C Name of Factory: …………………………………………………………………………….. 1 Factory grower number (2 letters for the factory, 3 numbers for buying centre, 4

numbers for grower number)

2 Name of the respondent (Enumerator: interview the person who attended FFS training

or the person in charge of tea production):

…………………………………………………………………………………........................

3a What is the gender of the respondent? (Circle correct number) 0 Female 1 Male

3b What is your year of birth?

…………………………………………………………………………………........................

3c How many years of education have you followed? (number of years, ‘I do not know’ = -999)

…………………………………………………………………………………........................

4 Is the respondent the household head? (Circle correct number)

0 No 1 Yes

5 How many people are part of your household? ……………………… 6 Did you sell tea in the July 2012/ June 2013 financial year?

0 No 1 Yes


6b Did you sell tea between July 2013 and December 2013?

0 No 1 Yes

If the answers to both questions 6 and 6b are NO, then stop the interview and go to another farmer on your list 7 Are you a member of a Farmer Field School (FFS)?

0 No 1 No, but a family member is an FFS member 2 Yes 3 Not anymore

13 Have you been trained as a lead farmer by Rainforest Alliance? 0 No 1 Yes 14a If you are not a lead farmer, have you, or any person from your household attended

Rainforest Alliance certification training? 0 Nobody

1 Yes, me 2 Yes, somebody else (Q14b……….................................................... (Record

relationship) 3 I do not know 15a Have you or any member of your household participated in any other certification

scheme training or workshops, other than by Rainforest Alliance over the past 12 months? Trainings are defined as educational events; for instance, one-on-one training, group training, workshop, demonstration, training during TESA visit. (E.g. UTZ Certified, Fairtrade/FLO, ISO) 0 No

1 Yes, UTZ Certified 2 Yes, FLO/Fairtrade

3 Yes, ISO 4 Yes, I have received training to become certified, but I do not know for which

certificate 5 I do not know

15b Have you or any member of your household participated in any non-certification scheme

trainings or workshops over the past 12 months (trainings defined as educational events; for instance, one-on-one training, group training, workshop, demonstration, training during TESA visit)? 0 No

1 Yes Skip question 16 16 If no, what was the reason? 1) No training offered 2) Offered, but could not get to training, no transportation or resources 3) Offered, but other reasons for not attending (no time, not interested in topic).


17 If yes, how many trainings (trainings defined as educational events; for instance, one on

one training, group training, workshop, demonstration, training during TESA visit) have you and other persons from your household attended in the past 12 months?

1) 1 training 2) Between 1-5 trainings 3) More than 5 trainings 4) I do not know 18 Did the person(s) that participated in training follow the following topics? (one-on-one

training, group training, workshop, demonstration, training during TESA visit)? Fill in 1 for yes or 0 for no in column 1. (If yes, who gave the training? Fill in codes 1 to 6).

Topics Attended

training on this topic? [0 = No, 1 = Yes, 2= Do not know]

Name the type of organization 1= factory 2= government 3= NGO 4= input supplier 5= Local individual (e.g. neighbour) 6= others 7 = I do not know

18a Crop production (for instance new crops)

a1………

a2i…………… a2ii ………………. a2iii………..

18b Health and safety (for instance HIV/AIDS, housekeeping, food)

b1………

b2i…………… b2ii ………………. b2iii………..

18c Farm management skills (for instance record keeping, economic decision making)

c1………

c2i…………… c2ii ………………. c2iii………..

18d Agro-chemical application (chemicals used for all farm activities)

d1……… d2i…………… d2ii ……………….

d2iii………..

18e Others/ combination of topics

e1…………

e2i…………… e2ii ………………. e2iii………..

19 Apart from information provided in the trainings, does the extension staff provide you

with information or services that helps you with your tea production? 1 No Please go to Section B on the next page 2 Yes please go to question 20 3 I don’t know Please go to question 20


20 Can you name the services the factory provides you with and if you are satisfied with it /

them? (Instructions for enumerators: please read the options to the farmers and record one response/possible answer in each box according to the code)

Services by the Factory 1: Very satisfied 2: Satisfied 3: Neutral 4: Unsatisfied 5: Very unsatisfied 6: I do not know 7: Not applicable

20a Training 20b Market information on inputs 20c Market information on sales and prices (e.g. also of other crops than

tea)

20d Providing information about inspection results and corrective actions after Internal Inspections (Internal Management System)

20e Providing information about the external Inspections (audit) 20f Providing access to fertilizer 20g Providing access to seedlings, planting material 20h Providing access to pesticides 20i Providing access to (micro) credits 20j Insurance 20k Information on Group Commercial activities; sales and marketing

B: Implementation of sustainable practices

1. Answering options should not be read out to the households, options are for enumerators’ convenience only!

2. Select one answer option per question by circling the corresponding letter, apart from questions with questions which state multiple answers can be given

3. Do not give any additional information about the ‘right’ answers as we will be questioning knowledge later on.

Profit (questions are all related to tea) 1 How many times does your household pluck tea in the same tea plot per month (this

refers to a normal month- when there is no drought and it is not very cold)? 1. 4 times (every 7-8 days) 2. 3 times (every 10 days) 3. 2 times (every 2 weeks) 4. Less than twice (less than once every 2 weeks)

2 Where does your household experience leaf spillage at the farm, during transport to

buying centre or at the buying centre? 1. No spillage at all places 2. Spillage in all three places 3. Spillage at home only 4. Spillage at BC only 5. Spillage during transport


3 Does your household use a plucking stick/wand? Is the table firm (Interviewer to

observe) 1. Use stick & table firm 2. Use stick table not firm 3. No stick table firm 4. No stick table not firm

4 If you or your household raise your own planting material: what is the success rate in

your nursery? 1. High (More than 80% success rate) 2. Mediate (Between 80% and 50% success rate) 3. Low (Less than 50% success rate) 4. N/A – i.e. no planting or infilling in the last few years, used external source, or

farmer does not want to tell. 5 What clones have been planted in your household’s nursery? (Enumerator: multiple answers can be circled)

1. Clones developed from own tea bushes (own nursery) 2. Clones received from neighbours/other farmers 3. Improved clones (VPS) from TRFK 4. Any other/ do not know which clones 5. N/A (no clones planted)

6 When are tea VP plants in-filled in the tea plots? (Enumerator: multiple answers can be circled)

1. During heavy rains. 2. During moderate/light rains. 3. During dry season. 4. None of the above.

7 What is the percentage crop cover (absence of gaps in the tea) on your farm

(interviewer to ask and observe)? 1. 90-100% 2. 75%- 90% 3. Less than 75% 4. I do not know

8 At what height is mature tea pruned?

1. 20 inches and above 2. Below 20 inches 3. N/A 4. Do not know

9 At what period are tea bushes pruned?

1. Dry season (January – March) 2. Wet season (April – May/ October - December) 3. Cold season (June – August) 4. Warm season (September)

10 How often is the same tea plot/block pruned?

1. Prune every 6 (or more) years 2. Prune every 3-5 years 3. Prune every 1 or 2 years


11 What is the major tool used to prune the tea your household produces? (Enumerator:

multiple answers can be circled) 1. Use pruning knife 2. Use pruning machine 3. Other tools

12 Who prunes the tea bushes and have they been trained? (Enumerator: multiple

answers can be circled) 1. Untrained family member. 2. Trained family member. 3. Untrained non family member. 4. Trained non family member

13 At what height are your bushes tipped in? 1. More than 6 inches above pruning height 2. 4 to 6 inches above pruning height 3. Less than 4 inches above pruning height

14 How frequently do you apply composted manure in tea (= organic fertilizer)? 1. Never / do not apply 2. Less than once every three years 3. Every three years 4. More often than once every three years

15 How frequently do you apply chemical fertilizer in tea?

1. Once per year 2. Twice a year 3. More than twice per year 4. Never / Do not apply

16 Do you keep records on input use and production in tea?

1. Only records on production/sales 2. Only records on inputs 3. Records on input use and production 4. No records kept

People (question 17 about tea, other questions about the whole production system) 17 Who plucks your tea?

1. Only household members 2. Regular workers 3. Seasonal workers 4. Mixture of household members and workers

18 Do you hire workers? Do you have agreements with hired workers about pay and timing

of payment? 1. Yes, agreement in writing 2. Yes, oral agreements 3. No 4. I do not hire workers, only family members work on the farm please go to

question 19b


19a Do your workers have access to easily accessible water for drinking and latrines?


19b Does your household have access to easily accessible water for drinking and latrines?


20 How often did your family or any of your workers need medical attention after injury on

the farm for example fractures or wounds requiring stitches, in the last 12 months? 1. More than three occasions 2. On one or two occasions 3. No occasions

21 When chemicals are sprayed, which personal protective equipment (PPE) does your

family or your workers use? 1. All PPE (Mask, gloves, boots, overall, goggles) 2. Some of the above PPE 3. No PPE 4. N/A (don’t spray)

22a Do you group together with other farmers to carry out certain activities e.g. sourcing of

fertilizer, leaf transport, plucking, learning visits to other farmers etc.? 1. Yes 2. No continue with question 23

22b If yes, do you group together with other farmers more frequent than 2 years ago?

1. Less frequent 2. Not more or less frequent than 2 years ago 3. More frequent 4. I do not know

23 Do you turn to KTDA if you experience any problems in your tea production?

1. Yes 2. No

24 Do your children go to school?

1. N/A, no, the children are too young or too old to go to school 2. No, some children are not going to school although they have the age to attend

primary or secondary school 3. Yes, all children in the age to attend primary or secondary school are attending

school 4. Yes, all children in the age to attend primary or secondary school are attending

school and one or more children are following college or university


Planet 25 Do you collect prunings from the tea field?

1. No 2. Yes - use as mulch elsewhere on farm 3. Yes - use as fuel

26 Do you infill open areas in your tea (Interviewer to ask and observe)?

1. Yes 2. No 3. N/A (no gaps)

27 When do you apply fertilizer to your tea?

1. Apply fertiliser during moderate rains 2. Apply fertiliser during heavy rains 3. Apply fertiliser during dry periods 4. Apply fertilizer on another moment 5. Do not apply fertilizer

28 In case of chemical control in your tea (pesticides /herbicides /insecticides) how do you

apply the agrochemicals? 1. Blanket spraying 2. Edges/ spot spraying 3. Other 4. Do not use chemical control

29 Does your farm border a river or water body? If so, do you have a Riparian strip covered

by indigenous vegetation and how wide is it A Riparian strip is a strip of indigenous vegetation between rivers or other water bodies and cultivated field (Interviewer to ask and observe)? 1. No; farm does not border a river or water body 2. Yes, farm borders a river/ water body, but no Riparian strip 3. Yes, a strip less than 10 meter 4. Riparian strip wider than10 meters, but smaller than 30 meters 5. Riparian strip wider than 30 meter

30 Do you have indigenous trees on your farm? If so how many in total on your land?

1. More than 10 indigenous trees 2. Between 5 and 10 3. Less than 5 4. No native trees

31 If your farm borders a water stream, how many eucalyptus trees are growing within 10 meters of the water stream? 1. More than 50 trees 2. Between 20 and 50 trees 3. Between 5 and 20 trees 4. zero to 5 trees 5. N/A farm does not border river

32 if your farm borders a water body, what distance do you leave out without applying

agrochemicals and chemical fertilizer, compost and organic matter? 1. No area is left 2. 0 – 5 metres 3. 5 – 15 metres 4. Over 15 metres 5. N/A farm does not border a river


33 How much area of the total farm is conservation area (area under indigenous trees/

natural vegetation)? 1. More than 10% 2. Between 2 % and 10% 3. Zero to 2 %

34 What is your main source of energy for domestic purposes?

1. Renewable firewood from Eucalyptus and Gravillea trees, electricity, solar, biogas 2. A mixture of sustainable and unsustainable (petroleum products, bottled gas, ….)

sources 3. Cutting down of indigenous trees 4. Petroleum products

35 What is your main source of water for domestic use? 1. River/ stream or spring 2. Tap 3. Harvested rainwater

36 How do you manage household waste water and effluent from livestock (interviewer to

observe if possible)? 1. Presence of soak pits/ waste pits; 2. Other ways of filtering water 3. Part of the waste in soak pits, part runs directly into farm 4. Discharge direct onto the farm or into waterways

37 How do you manage household solid waste?

1. No waste management in place 2. One pit for all waste 3. One pit for organic waste and one pit for other waste 4. More than two pits in place: non-organic waste is further separated, for instance for

plastic or glass 38 Is waste collected and taken elsewhere?

1. Glass, plastic and other waste is collected 2. One of three waste types is collected (either glass, or plastic, or other waste) 3. No, recycling options known but no transportation available 4. No, collection service is not available 5. N/A no waste pit available


Decision-making in tea We also would like to ask you some questions on how you make decisions about tea production and management activities at the moment and how you made such decisions two years ago. (Enumerator: multiple options are possible, read the options aloud to the farmers and tick the relevant box). 39a How do you generally make decisions on tea production activities at the moment and

two years ago? (Enumerator, put relevant code in the box; every row must be filled; multiple answers possible as many factors contribute to making a decision)

Nr Way for decision-making on tea production (more than

one factor may contribute to making a decision) Now (39a)

Two years ago (39b)

No = 0 Yes = 1

No = 0 Yes = 1

0 Based on advice from my parents/friends/neighbours 1 Based on what I did last year 2 Based on a routine 3 Based on the state of my tea bushes/field(s) 4 Based on recommendations by the TESA/FSC/factory 5 Based on regular check of my records to see whether my

farm is doing well

6 Based on comparing my records with the records of my neighbours/friends/other farmer to see how my farm is doing

7 Based on what I learned from the training 8 Based on information on prices for tea and other crops 9 Based on comparing my production with figures with average

tea production in Kenya to see how my farm is doing

10 Based on my own experience 11 Other, please specify ……………….

…………………………………

39c If any of the answers are not the same for specific questions 39a and 39b above: Why

did you change the way you make decisions since two years ago? (Give the three most important reasons.) (Enumerator: when all answers are the same, write NA)

1…………………………………………………………………………………………

2………………………………………………………………………………………… 3…………………………………………………………………………………………


40 How do you decide how much fertilizer to apply on tea now, and how did you do so 2

years ago? (Enumerator, put relevant code in the box; multiple answers; fill every row)

Nr Way for decision-making on fertilizer application on tea

(more than one factor may contribute partly/wholly in making a decision)

Now (40a)

Two years ago (40b)

No = 0 Yes = 1

No = 0 Yes = 1

1 I apply the same amount per bush / hectare as my parents / neighbours do

2 I apply the same as last year 3 I always apply the same amount 4 I apply on the basis of the state of the tea bushes 5 I apply on the basis of recommendations by the factory 6 I apply on the basis of recommendations obtained in the

training

7 I apply on the basis of the records that I kept last year (analysed fertilizer input and yield relations)

8 I apply on the basis of my own experience 9 Other, please specify (one only) ……………….

…………………………………

41 How do you decide on how often to pluck tea (plucking frequency) now, and how did you

decide on this 2 years ago? (Enumerator, put relevant code in the box) Nr Way for decision-making on frequency of plucking (more

than one factor may partly/wholly contribute to making a decision)

Now (41a)

Two years ago (41b)

No = 0 Yes = 1

No = 0 Yes = 1

0 I pluck as often as my parents/neighbours/friends do 1 I pluck frequently as I did: ( last year); (….two yrs ago for

column 2)

2 I pluck on the basis of the state of the tea bushes 3 I pluck on the basis of recommendations by the factory 4 I pluck on the basis of recommendations obtained in the

training

5 I pluck on the basis of the records that I kept last year 6 I pluck on the basis of my own experience 7 Other, please specify (one only) ……………….

…………………………………


42 How do you decide how to handle (apply, store etc.) agro-chemicals now and how did

you do so 2 years ago? (Enumerator, put relevant code in the box; multiple answers; fill every row)

Nr Way for decision-making Now

(42a) Two years ago (42b)

No = 0 Yes = 1

No = 0 Yes = 1

1 Based on advice from my parents/friends/neighbours 2 Based on what I did last year 3 Based on a routine 4 Based on recommendations by the TESA/FSC/factory 5 Based on requirements for RA certification 6 Based on what I learned from the training to make my

decisions

7 Based on the basis of my own experience 8 Other, please specify (one only) ……………….

…………………………………

C: Tea production We would like to know more about your tea production. 1a How many times was your tea rejected by the buying centre the last 12 months?

0 Never please skip question 1b 1 Less than 3 times 2 More than 3 times 3 I do not know 1b How many kilograms of your tea was rejected by the buying centre in the last 12

months?

…………………………………………………………………………………........................ 1c How many times was your tea rejected by the buying centre 2 years ago?

0 Never please skip question 1d 1 Less than 3 times 2 More than 3 times 3 I do not know 1d How many kilograms of your tea was rejected by the buying centre 2 years ago?

………………………………………………………………………………….........................


2. Labour for tea (tea production within your household, not work for

someone else)

Enumerator: Please fill out -999 when the farmer does not know. 4. How much time is spent on tea production? This can be both family and hired labour. We ask

these questions for plucking weeding and pruning. The unit is different per activity. Example: for weeding we ask the days per year spent on weeding.

5. The cost of hired labour are in different units. Tea plucking is cost per kg of green leaves, while for other activities the costs per day or per bush should be stated.

6. If the labour is family labour the costs are zero. Activity Quantity (0

when farmer/labourer did not spend time on activity)

Unit of measurement

Cost (Family labour cost = 0)

Per unit:

C2 Plucking 1b……………… Ksh/Kg green tea leaves

C2 Weeding

2a……………….. Days last year 2b……………… Per day

C2 Pruning

3a………………. Number of bushes last year

3b…………….. Ksh/ bush

C2 Applying fertilizer

4a………………. Number of bags applied last year

4b……………… Ksh/bag applied

Inputs used for tea production in the last 12 months (questions 4 until 9) 7. Please state the inputs used for your total tea area in the last 12 months. If the respondent has

difficulties answering this question ask him/her the quantity of these inputs they might have bought and if they finished all these inputs.

8. As different people might use different measures this question allows for different units in question 5 and 6: for example quantity 1, unit kg or quantity 0.5, unit litre.

9. Write down the cost for one unit 10. Give respondent time to think about any other inputs used for tea


Enumerator: Please fill out -999 when the farmer does not know. And 0 when the farmer did not buy any fertilizer/chemicals/tea plants. Input Quantity used in

last 12 months 0, 1, 2, 3, ½, ¼, ¾ etc.

Unit:

Cost per unit input (may be 0)

Number of bushes receiving input

4. Fertilizer (chemical) List common/ trade names incl. composition (N,P,K): 1a. …………………………. 2a………..…………………. 3a……..……………………. 4a. ..……………………….

1b. ……… 2b……….. 3b……..… 4b. ..………

Bag Bag Bag Bag

1d. ……… 2d……….. 3d……..… 4d..………

1e. ……… 2e……….. 3e……..… 4e..………

5. Organic fertilisers, compost, manure List types, if any: 1a. …………………………. 2a………..…………………. 3a……..……………………. 4a. ..……………………….


Unit 1c. ……… 2c……….. 3c……..… 4c. ..…….

Cost per unit input 1d. ……… 2d……….. 3d……..… 4d. ..………

Number of bushes receiving input 1e. ……… 2e……….. 3e……..… 4e..………

6. Other chemicals (pesticides/ herbicides/ insecticides), if any: List common/ trade names: 1a. …………………………. 2a………..…………………. 3a……..……………………. 4a. ..……………………......


Unit: 1c. ……… 2c……….. 3c……..… 4c. ..…….

Cost per unit input 1d. ……… 2d……….. 3d……..… 4d. ..………

Number of bushes receiving input 1e. ……… 2e……….. 3e……..… 4e..………

7. New tea plants, if any 7b…………….

Number in last year:

7d……………


8b…………….. 8c………… 8d……………. 8e…………….


9b……………… 9c…………. 9d……………. 9e…………….


10a Have you bought any Personal Protective Equipment for your tea or other production in

the 2012/2013 financial year? 0 No please continue with Section D on the next page 1 Yes 2 I do not know Enumerator: please add -999 in the table for 1a-7a and

continue with Section D on the next page

Please fill out -999 when the farmer does not know, and 0 when the question is not applicable (the farmer did not buy a certain PPE item); when a full PPE set row is filled, then fill 0 in row 1-6, column one)

10b. If yes, what did you buy? 1 Overall 2 Hat 3 Mask/respirator 4 Gumboots 5 Goggles 6 Apron/plucking cape/nylon bags/raincoat 7 Full PPE set

How many? 1a………….. 2a………….. 3a………….. 4a………….. 5a………….. 6a………….. 7a…………..

Piece Piece Piece Piece Piece Piece Piece

Cost per piece 1d.………… 2d…………. 3d…………. 4d…………. 5d…………. 6d………….. 7d………….

11 If you bought protective equipment (PPE) last year, why did you buy it?

(Enumerator: multiple answers are possible but do not read aloud to respondent) 0 I was taught in training that I can benefit from it 1 I need it for required practises for Rainforest Alliance or UTZ Certification 2 I have seen my neighbour / colleague farmer using it 3 I wanted to buy it for a long time but just recently got the required funds 4 It increases my status as a farmer 5 Other

12 Do you (or your labourers) use a tea harvesting machine for plucking tea?

0 No 1 Yes


D: Other sources of income in the last 12 months 1 Can you give an approximation of the percentage of income from tea production in total

household income, in the last 12 months? 0 100% please continue with question 4 1 Between 80 and 100% 2 Between 60 and 79% 3 Between 40 and 59% 4 Between 20 and 39% 5 Less than 20% 2 Can you state your families’ sources of income, starting with the most important income

generation activity (excluding tea)? Can you give an approximation of the yearly income and costs from the activities?

Enumerators: you can use the bottom of the sheet to take notes before filling the table. Help respondents with possible sources of income: vegetables, fruit, grain, dairy, calves, pigs, rabbit, chicken. Remittances, retirement, business, employment, teaching, and more. Enumerators: write down -999 when the farmer does not know. And -888 when the farmer does not want to answer! (Every row must have an answer in column 1) D2 Income generating activities




Category I ii iii

0 = No 1 = Yes

D2.1.

a. Plant production (vegetable, fruit, grain etc.)

A c

d

D2.2.

a. Livestock (dairy, cows, chicken etc.)

A c

d

D2.3.

a. Business (trade, shop etc.)

A c

d

D2.4.

a. Employment A

c

d

D2.5.

a. Services (teaching, government etc.)

A

c

d

D2.6.

a. Remittances A

c

d

D2.7.

a. Retirement A

c

d

D2.8.

a. Other.... A

c

d

D2.9.

a. Other.....

A c d


D2 Income generating activities




Category I ii iii

0 = No 1 = Yes

D2.10.

a. Other.... A

c

d

3 Can you indicate the monthly income earned from all your activities except tea

production over the last 12 months? (Read answer options and ask farmer to select one)

1. Less than 2000 Ksh per month 2. Between 2000 and 5 000 ksh per month 3. Between 5 000 and 10 000 ksh per month 4. Between 10 000 and 15 000 ksh per month 5. Between 15 000 and 20 000 ksh per month 6. More than 20 000 ksh per month

4 Indicate whether you agree or disagree with the following statements: 4a I earn more income from tea production now than two years ago:

1. I do not agree, I earn less income from tea now than 2 year ago 2. I do not agree, I earn the same amount from tea now as 2 years ago 3. I agree 4. I do not know

4b I earn more income from other sources of income than tea production than two years

ago 1. I do not agree, I earn less income from other sources now than 2 year ago 2. I do not agree , I earn the same amount from other sources as 2 years ago 3. I agree 4. Not applicable: I do not have other sources of income now, and neither 2 years ago. 5. I do not know

5 Does your household have any loans / (micro)credit at this moment? 0 No please skip question 6 1 Yes 6 Whom has provided you with the loan / (micro) credit?

………………………………………………………………………………….........................

7 Does your household have any insurance (related to agricultural production) at this

moment? 0 No please skip question 8 1 Yes 8 With which organisation/company did you take out the insurance?

………………………………………………………………………………….........................


9 How did you use the income from your tea farm last year?

(Enumerator: ask all options and record the relevant answer code in the box).

Nr Item No = 0 Yes = 1

0 Buying inputs / equipment for tea production 1 Buying inputs / equipment for other crops/animals 2 Hire labour for tea production 3 Hire labour for other crops/animals 4 Buy food 5 Medical bills for family 6 Education fees for children 7 Investment in business 8 Mobile phones 9 Buy home use items e.g. Radio/TV/sofa set 10 Other, please specify (maximum 3, most important uses of income)

……………….......................... ……………….......................... ………………..........................

E: Knowledge and skills learned 11. 1.Answering options should not be read out to the households, options are for enumerators’

convenience only! 12. 2. In this part it is encouraged that the enumerators stimulate the farmers to give more options

(time to think), but never mention the options! 13. 3. Select the given option by circling the corresponding letter, more answer options can be

selected 1 Can you mention some benefits of leaving prunings in the field?

1. To suppress weeds 2. To prevent soil erosion 3. To improve soil structure 4. Releases nutrients into the top soil at decomposition 5. Reduces loss of water by evaporation (mulch) 6. None of the above / I do not know

2 Can you mention the best height to prune mature tea?

1. Never below 20 inches 2. 2 inches above the former height 3. After reaching 28 inches, the bush should be down pruned to 21 inches 4. None of the above / I do not know

3 Can you mention reasons to prune tea?

1. To maintain a manageable plucking table 2. To rejuvenate the bush / increase production 3. To remove diseased, dead and knotted branches 4. None of the above / I do not know


4 Can you mention some recommended methods to handle weeds in tea?

1. Slashing using panga 2. Use of plain jembe 3. Uprooting using hands 4. Use of round up for perennial weeds such as couch grass (new fields and young tea

only) 5. None of the above / I do not know

5 Can you mention benefits of fertilizer application to tea?

1. Get better yields of green leaf. 2. Get better quality of green leaf 3. Maintain the tea bush for a long time 4. Increase nutrients to soil/improve soil fertility. 5. None of the above / I do not know

6 Can you mention any benefits of plucking tea every 7 to 8 days (during normal

weather)? 1. To maintain good quality (older tea is of less quality; more than 2 leaves per bud) 2. To maintain enough yield (if leaves are plucked too early this leads to less yield; less

than 2 leaves per bud) 3. To maintain good plucking table 4. None of the above / I do not know

7 Can you mention any benefits of maintaining a plucking table? (A plucking table is the surface of the tea bush from which the farmer plucks the tea, 2 leaves and a bud.) 1. Yields increase when shoots can grow because they are not hindered by shade 2. Shoots are missed during plucking/ plucking goes faster with an even plucking table 3. None of the above / I do not know

8 Can you mention benefits from infilling? 1. Maximises the yield of land in tea production / increases yield 2. Reduces weeding efforts 3. None of the above / I do not know

9 Can you mention the best height for tipping-in tea?

1. 4 inches above pruning height 2. None of the above / I do not know

10 A Riparian strip is a strip of indigenous vegetation between rivers or other water bodies

and cultivated field. Can you mention benefits of a Riparian strip? 1. A riparian strip helps protect and conserve wetlands 2. A riparian strip helps prevent soil erosion 3. A riparian strip enriches biodiversity 4. A Riparian strip forms a buffer so that pollution cannot reach the water 5. None of the above / I do not know

11 What are the benefits of personal protective equipment (PPE)?

1. Protects your skin from being touched by chemicals 2. Protects you from inhaling chemicals 3. Protects your feet from chemicals 4. Prevents illness 5. None of the above / I do not know


12 What are the potential dangers of applying agrochemicals and fertilizer near the natural

water bodies like rivers, streams, pools, ponds etc. ? 1. Kill the aquatic life (water plants and animals) 2. Kill the plants growing near the water body 3. Poison the people drinking water downstream 4. None of the above / I do not know

13 Why is application of agrochemicals discouraged in tea?

1. High cost of agrochemicals 2. Harmful effect on people 3. Risk of getting into made tea 4. Loss of market of tea 5. Harmful effect on environment 6. None of the above / I do not know

14 What methods can you use to improve the yield and quality of tea in your farm?

1. Application of the right fertilizer at the right time. 2. Regular plucking rounds 3. Maintaining the plucking table. 4. Training of pluckers 5. None of the above / I do not know

15 What are the benefits applying soil conservation measures?

1. Preserve soil fertility 2. Prevent loss of soil 3. Get high production 4. Prevent siltation in water bodies 5. None of the above / I do not know

F: Experiments, dissemination and diffusion of Good Agricultural Practices 1 Have you experimented with or implemented any new agricultural practices or tools on

your land (for example on tea, new crops, other fertilizer) in the last year? 0 No skip question 2 (the table below). 1 Yes

2 New practice 14. Fill in any practices the farmer has experimented with, for instance new crop varieties, other

fertilizer, more/less frequent maintenance, new tools, and new income generating activities). 15. Fill in if the farmer experimented alone or in a group. 16. Do not read aloud the possible reasons: let the respondents come up with reason him/herself




Tea related F2.1a

F2.1b

F2.1c

F2.2a

F2.2b

F2.2c

F2.3a

F2.3b

F2.3c

F2.4a

F2.4b

F2.4c





Not tea-related F2.5a

F2.5b

F2.5c

F2.6a

F2.6b

F2.6c

F2.7a

F2.7b

F2.7c

F2.8a

F2.8b

F2.8c

7 Did you share information on good agricultural practices that you or your household

member were taught during the FFS training over the last year? 0 No please go to question 9 1 Yes 8 If yes, did any of your friends, relatives or neighbours that you shared information with

(on FFS training) changed their tea production practices due to information they got from you? 0 No 1 Yes 2 I do not know

9 How often do your neighbours share information on good practices with you or your

household members? 1 Daily 2 Weekly 3 Monthly 4 Yearly 5 Never


G: Social indicators 1 Can you indicate to what extend you are satisfied with the following issues. (Enumerator: mention each question: start with “how satisfied are you with the relation with ………” see options below, then put one code in the relevant box after the farmer answers) How satisfied are you with: 1: Very satisfied

2: Satisfied 3: Neutral 4: Unsatisfied 5: Very unsatisfied

a) The relation with your neighbours b) The relation with your family members c) The relation with the tea factory d) Knowledge on good tea management practice e) Leadership skills f) Access to information on agri commodity prices g) Access to self-help activities like Merry-go-rounds h) Diversification of income/ number of income sources i) Your homestead (house, access to water/electricity etc) j) Your families health k) Possibility to send children to school l) Family welfare m) Family income

That was the last question in this questionnaire. Thank you very much for your time and effort to help us understand more about tea production. Is there anything else you would like to tell us or ask us?

Do you have any comments or questions? …………………………………………………………………………………………………………………………………………….. ……………………………………………………………………………………………………………………………………………… ……………………………………………………………………………………………………………………………………………… …………………………………………………………………………………………………………………………………………….. ……………………………………………………………………………………………………………………………………………… ……………………………………………………………………………………………………………………………………………… Enumerator: please read through questionnaire to make sure no questions were left unanswered before leaving the farmer! (NO blanks are allowed.) Thank you!


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pro

du

ctio

n

(Ksh

)

Rev

enu

e fr

om

o

ther

in

com

e so

urc

es (

Ksh

)

Gro

ss m

arg

in

fro

m o

ther

in

com

e so

urc

es

(Ksh

) N

on

-FFS

N

78

78

75

75

75

75

78

78

Mea

n 5.

72

6.59

15

97.1

25

62.7

11

9682

.0

8863

6.1

3173

9.7

1755

7.0

M

edia

n 5.

18

6.54

10

75.0

21

30.6

89

057.

0 66

778.

0 30

00.0

0.

0

Std

. D

evia

tion

2.

06

0.88

15

88.9

21

06.0

10

4023

.8

8763

5.5

1046

39.7

49

209.

6

min

2.

62

4.48

30

4 8.

4 34

6.08

-2

6162

0

-132

00

m

ax

9.40

8.

23

1200

0 10

219

5043

07.6

49

1233

.6

8400

00

3326

00

FFS

N

23

0 23

0 21

9 21

9 21

9 21

9 23

0 23

0

Mea

n 6.

61

7.34

21

38.7

32

45.8

14

0000

.0

1082

78.4

12

0100

.3

8859

6.3

M

edia

n 6.

42

7.39

15

00.0

20

53.3

91

239.

0 70

384.

8 30

000.

0 16

450.

0

Std

. D

evia

tion

1.

82

0.65

20

85.4

41

74.2

16

3361

.6

1433

07.1

44

1139

.0

4284

15.4

min

2.

90

5.27

29

9 3.

9 16

0.68

-9

9410

0

-830

00

m

ax

10.0

0 8.

77

1670

0 32

602

1238

876

1228

410

6170

035

6117

035

To

tal

N

308

308

294

294

294

294

308

308

M

ean

6.39

7.

15

2000

.6

3071

.5

1348

16.9

10

3267

.6

9772

3.3

7060

5.8

M

edia

n 6.

34

7.26

14

17.5

20

92.0

91

159.

9 69

352.

4 20

000.

0 11

000.

0

Std

. D

evia

tion

1.

92

0.79

19

82.2

41

3764

.7

1505

57.3

13

1503

.8

3865

07.4

37

2118

.7

m

in

2.62

4.

48

299

3.9

160.

68

-994

10

0 -8

3000

max

10

.00

8.77

16

700

3260

2 12

3887

6 12

2841

0 61

7003

5 61

1703

5 D

iffer

ence

in m

ean*

(F

FS-

Non

-FFS

) 0

.89

0

.75

5

41

.7

683.

0 20

318.

0 19

642.

3 88

360.

6 71

039.

3

*Diff

eren

ces

in b

old

are

stat

istica

lly s

igni

fican

t (p

<0.

05)

LEI

Rep

ort

2014

-007

(Ann

exes

) | 5

5

Tabl

e 3

Key

per

form

ance

indi

cato

rs p

er y

ear

per

grou

p (2

012)

Gro

up

S

tati

stic

s K

PI

(Yea

r=2

01

2)

Kn

ow

led

ge

sco

re

Imp

lem

enta

tio

n

sco

re

Nu

mb

er o

f b

ush

es

Tea

gre

en l

eaf

sold

(kg

) R

even

ue

fro

m

tea

gre

en l

eaf

sale

s (K

sh)

Gro

ss m

arg

in

fro

m t

ea

pro

du

ctio

n

(Ksh

) N

on

-FFS

N

12

7 12

7 12

5 12

5 12

4 12

3

Mea

n 5.

51

6.60

18

18.2

22

53.7

15

4116

.3

1306

87.6

Med

ian

5.26

6.

59

1500

.0

1800

.0

1130

00.0

94

654.

6

Std

. D

evia

tion

1.

32

0.67

12

66.2

18

76.5

13

0447

.5

1148

48.4

min

3.

19

4.82

15

0 12

73

2 56

34.0

27

9.61

8.

23

8000

11

000

6820

00

6106

53.4

FF

S

N

180

180

180

180

179

178

M

ean

5.93

6.

94

2566

.0

3101

.9

2107

24.8

17

7230

.0

M

edia

n 5.

72

6.88

20

00.0

25

00.0

17

5680

.0

1421

08.9

Std

. D

evia

tion

1.

79

0.68

19

74.8

22

36.5

14

7730

.9

1262

85.2

min

2.

40

5.36

30

0 30

0 23

560

1557

1

max

10

.00

8.76

14

000

1200

0 73

0000

62

3909

T

ota

l N

30

7 30

7 30

5 30

5 30

3 30

1

Mea

n 5.

76

6.80

22

59.5

27

54.3

18

7558

.3

1582

11.0

Med

ian

5.53

6.

75

1800

.0

2020

.0

1464

00.0

12

5418

.1

Std

. D

evia

tion

1.

62

0.70

17

56.6

91

2134

.5

1434

26.9

12

3687

.1

m

in

2.40

4.

82

150

12

732

5634

.027

max

10

.00

8.76

14

000

1200

0 73

0000

62

3909

D

iffer

ence

in m

ean*

(F

FS-

Non

-FFS

) 0

.42

0

.34

7

47

.75

8

48

.20

5

66

08

.5

46

54

2.4

*Diff

eren

ces

in b

old

are

stat

istica

lly s

igni

fican

t (p

<0.

05)

56 |

LEI

Rep

ort

2014

-007

(Ann

exes

)

Tabl

e 4

Key

per

form

ance

indi

cato

rs p

er y

ear

per

grou

p (2

010)

Gro

up

S

tati

stic

s K

PI

(Yea

r=2

01

0)

Kn

ow

led

ge

sco

re

Imp

lem

enta

tio

n

sco

re

Nu

mb

er o

f b

ush

es

Tea

gre

en l

eaf

sold

(kg

) R

even

ue

fro

m

tea

gre

en l

eaf

sale

s (K

sh)

Gro

ss m

arg

in

fro

m t

ea

pro

du

ctio

n

(Ksh

) N

on

-FFS

N

12

7 12

8 12

8 12

6 12

6 12

5

Mea

n 4.

83

5.79

17

11.6

21

34.7

88

009.

7 62

775.

0

Med

ian

4.64

5.

82

1400

.0

1500

.0

6226

5.0

4366

5.0

Std

. D

evia

tion

1.

35

0.75

12

88.8

20

50.0

81

668.

4 63

170.

1

min

2.

04

4.15

15

0 24

0 95

88

3760

7.

88

7.21

80

00

1400

0 53

6200

42

6350

FF

S

N

179

180

179

178

178

177

M

ean

4.87

5.

98

2470

.5

2997

.0

1209

60.0

86

097.

7

Med

ian

4.49

6.

02

2000

.0

2500

.0

9845

2.0

7010

0.0

Std

. D

evia

tion

1.

47

0.68

19

37.1

25

77.6

10

0500

.5

7520

5.2

m

in

2.04

4.

37

250

130

4979

32

50

m

ax

9.09

7.

45

1260

0 17

600

6740

80

5176

00

To

tal

N

306

308

307

304

304

302

M

ean

4.86

5.

90

2154

.1

2639

.6

1073

03.0

76

444.

3

Med

ian

4.54

5.

92

1760

.0

2000

.0

8755

2.0

6178

5.0

Std

. D

evia

tion

1.

42

0.71

17

35.6

68

2407

.5

9442

5.1

7129

7.7

m

in

2.04

4.

15

150

130

4979

32

50

m

ax

9.09

7.

45

1260

0 17

600

6740

80

5176

00

Diff

eren

ce in

mea

n*

(FFS

- N

on-F

FS)

0.04

0

.19

7

58

.9

86

2.3

3

29

50

.3

23

32

2.7

*Diff

eren

ces

in b

old

are

stat

istica

lly s

igni

fican

t (p

<0.

05)

LEI

Rep

ort

2014

-007

(Ann

exes

) | 5

7

Tabl

e 5

Impl

emen

tatio

n sc

ore

assi

gned

to

diff

eren

t an

swer

s to

que

stio

ns o

n su

stai

nabl

e pr

actic

es

Qu

est

ion

no

. Q

ue

stio

n o

n s

ust

ain

able

pra

ctic

es

Scor

e to

dif

fere

nt a

nsw

ers

1

2

3

4

5

B1

How

oft

en p

luck

per

mon

th?

10

7 2

0 0

B2

Expe

rien

ce le

af s

pilla

ge a

t fa

rm o

r bu

ying

cen

tre?

10

0

3 3

3 B3

Use

plu

ckin

g st

ick/

wan

d, t

able

firm

? 10

5

8 0

0 B4

Suc

cess

rat

e yo

ur n

urse

ry?

10

5 0

5 0

B6

Whe

n pl

ant

VP

plan

ts?

5 10

0

0 0

B7

Wha

t is

the

% o

f cr

op c

over

? 10

8

4 0

0 B8

At

wha

t he

ight

do

you

prun

e?

10

0 0

0 0

B9

At

wha

t pe

riod

do

you

prun

e 0

0 10

0

0 B10

H

ow o

ften

do

you

prun

e sa

me

tea

plot

/blo

ck?

4 10

6

0 0

B11

W

hat

tool

s ar

e us

ed t

o pr

une

your

tea

? 6

10

0 0

0 B12

W

ho p

rune

s th

e te

a an

d ha

ve t

hey

been

tra

ined

? 0

10

0 10

0

B13

At

wha

t he

ight

do

you

tip in

? 2

10

2 0

0 B14

H

ow o

ften

app

ly c

ompo

sted

man

ure

t?

0 4

10

6 0

B15

H

ow f

requ

ently

do

you

appl

y fe

rtili

zer

10

0 0

0 0

B16

D

o yo

u ke

ep r

ecor

ds?

5 5

10

0 0

B17

W

ho p

luck

s yo

ur t

ea?

8 10

0

5 0

B18

D

o yo

u ha

ve a

fix

ed

agre

emen

t w

ith e

mpl

oyee

s?

10

0 5

0 0

B19

D

o yo

ur w

orke

rs h

ave

acce

ss t

o po

tabl

e w

ater

and

latr

ines

5

5 10

0

0 B20

H

ow o

ften

did

you

r fa

mily

or

wor

kers

nee

d m

edic

al a

tten

tion

0 2

10

0 0

B21

D

o yo

u us

e an

y pe

rson

al p

rote

ctiv

e eq

uipm

ent

(PPE

)?

10

5 0

10

0 B22

D

o yo

u gr

oup

toge

ther

with

oth

ers

farm

ers

to c

arry

out

act

iviti

es

10

0 0

0 0

B23

D

o yo

u tu

rn t

o KTD

A if

you

exp

erie

nce

any

prob

lem

s in

you

r te

a pr

oduc

tion?

10

0

0 0

0 B24

D

o yo

ur c

hild

ren

go t

o sc

hool

? 5

0 8

10

0 B25

D

o yo

u co

llect

pru

ning

s fr

om t

he t

ea f

ield

? 10

5

0 0

0 B26

D

o yo

u in

fill o

pen

area

s?

10

0 5

0 0

B27

W

hen

do y

ou a

pply

fer

tiliz

er t

o yo

ur t

ea?

10

0 0

0 0

B28

H

ow d

o yo

u sp

ray?

0

10

2 10

0

B29

D

oes

your

far

m b

orde

r a

rive

r or

wat

er b

ody?

5

0 8

10

0 B30

D

o yo

u ha

ve in

dige

nous

tre

es o

n yo

u fa

rm?

10

6 3

0 0

B31

H

ow m

any

euca

lypt

us t

rees

gro

w w

ithin

10

met

ers

from

wat

er?

0 2

4 10

5

B32

If

you

r fa

rm b

orde

rs a

wat

er b

ody,

dis

tanc

e sp

ray

from

wat

er?

0 2

8 10

5

B33

H

ow m

uch

area

of

the

tota

l far

m is

con

serv

atio

n ar

ea?

10

8 4

0 0

B34

W

hat

is y

our

mai

n so

urce

of en

ergy

for

dom

estic

pur

pose

s?

10

5 0

4 0

B35

W

hat

is y

our

mai

n so

urce

of

wat

er for

dom

estic

use?

4

5 10

0

0 B36

H

ow d

o yo

u m

anag

e ho

useh

old

was

te w

ater

and

eff

luen

t fr

om li

vest

ock?

10

8

5 0

0 B37

H

ow d

o yo

u m

ange

hou

seho

ld s

olid

was

te?

0 4

8 10

0

B38

W

aste

is c

olle

cted

and

tak

en e

lsew

here

for

rec

yclin

g?

10

7 1

2 0

58 |

LEI

Rep

ort

2014

-007

(Ann

exes

)

Tabl

e 6

Cha

nges

in im

plem

enta

tion

scor

es f

or s

usta

inab

le p

ract

ices

No

.

Dif

fere

nce

in

Dif

fere

nce

(F

FS v

s. N

on

FS

S)

Dif

fere

nce

s (2

01

4-2

01

2)

In

dica

tors

are

gro

uped

into

'pro

fit' (

yello

w),

'peo

ple'

(bl

ue),

and

'pla

net'(

gree

n)

*=si

gnifi

cant

at

0.05

leve

l N

on-F

SS

FF

S

B13

At

wha

t he

ight

do

you

tip in

? 2.

30*

-1.3

1.

00

B16

D

o yo

u ke

ep r

ecor

ds?

2.29

* -0

.65

1.64

B3

Use

plu

ckin

g st

ick/

wan

d, t

able

firm

? 1.

68*

-0.3

8 1.

30

B1

How

oft

en p

luck

per

mon

th?

1.31

* -1

.19

0.12

B14

H

ow o

ften

app

ly c

ompo

sted

man

ure

t?

1.29

* -0

.54

0.75

B8

At

wha

t he

ight

do

you

prun

e?

0.75

0.

26

1.01

B15

H

ow f

requ

ently

do

you

appl

y fe

rtili

ser

0.58

0.

64

1.22

B11

W

hat

tool

s ar

e us

ed t

o pr

une

your

tea

? 0.

52*

-0.3

8 0.

14

B7

Wha

t is

the

% o

f cr

op c

over

? 0.

42

1.27

1.

69

B12

W

ho p

rune

s th

e te

a an

d ha

ve t

hey

been

tra

ined

? 0.

02

0.77

0.

79

B2

Expe

rien

ce le

af s

pilla

ge a

t fa

rm o

r bu

ying

cen

tre?

0.

00

0.33

0.

33

B10

H

ow o

ften

do

you

prun

e sa

me

tea

plot

/blo

ck?

-0.1

5 0.

54

0.39

B4

Suc

cess

rat

e of

you

r nu

rser

y?

-0.3

2 0.

71

0.39

B6

Whe

n pl

ant

VP

plan

ts?

-0.7

5*

0.71

-0

.04

B9

At

wha

t pe

riod

do

you

prun

e -2

.05*

2.

44

0.39

B23

D

o yo

u tu

rn t

o KTD

A if

you

exp

erie

nce

any

prob

lem

s in

you

r te

a pr

oduc

tion?

1.

93*

-0.9

5 0.

98

B19

D

o yo

ur w

orke

rs h

ave

acce

ss t

o po

tabl

e w

ater

and

latr

ines

1.

10*

0.16

1.

26

B21

D

o yo

u us

e an

y pe

rson

al p

rote

ctiv

e eq

uipm

ent

(PPE

)?

0.93

1.

67

2.60

B27

W

hen

do y

ou a

pply

fer

tilis

er t

o yo

ur t

ea?

0.57

0.

00

0.57

B17

W

ho p

luck

s yo

ur t

ea?

0.55

-0

.72

-0.1

7 B25

D

o yo

u co

llect

pru

ning

s fr

om t

he t

ea f

ield

? 0.

52

-0.1

3 0.

39

B24

D

o yo

ur c

hild

ren

go t

o sc

hool

? 0.

50

-0.0

9 0.

41

B22

D

o yo

u gr

oup

toge

ther

with

oth

ers

farm

ers

to c

arry

out

act

iviti

es

0.23

1.

56

1.79

B28

H

ow d

o yo

u sp

ray?

0.

20

0.51

0.

71

B20

H

ow o

ften

did

you

r fa

mily

or

wor

kers

nee

d m

edic

al a

tten

tion

-0.3

0 -0

.72

-1.0

2 B26

D

o yo

u in

fill o

pen

area

s?

-1.0

4 1.

54

0.50

B18

D

o yo

u ha

ve a

fix

ed a

gree

men

t w

ith e

mpl

oyee

s?

-1.2

5*

-6.3

6 -7

.61

B36

H

ow d

o yo

u m

anag

e ho

useh

old

was

te w

ater

and

eff

luen

t fr

om li

vest

ock?

2.

27*

-0.1

1 2.

16

B38

W

aste

is c

olle

cted

and

tak

en e

lsew

here

for

rec

yclin

g?

1.94

* -2

.54

-0.6

0 B37

H

ow d

o yo

u m

ange

hou

seho

ld s

olid

was

te?

1.67

* -0

.31

1.36

B34

W

hat

is y

our

mai

n so

urce

of en

ergy

for

dom

estic

pur

pose

s?

1.52

-0

.33

1.19

B32

If

you

r fa

rm b

orde

rs a

wat

er b

ody,

dis

tanc

e sp

ray

from

wat

er?

1.16

-1

.13

0.03

B30

D

o yo

u ha

ve in

dige

nous

tre

es o

n yo

u fa

rm?

0.70

-0

.09

0.61

B33

H

ow m

uch

area

of

the

tota

l far

m is

con

serv

atio

n ar

ea?

0.58

0.

22

0.80

B29

D

oes

your

far

m b

orde

r a

rive

r or

wat

er b

ody?

0.

04

1.08

1.

12

B35

W

hat

is y

our

mai

n so

urce

of

wat

er for

dom

estic

use?

-0

.09

0.03

-0

.06

B31

H

ow m

any

euca

lypt

us t

rees

gro

w w

ithin

10

met

res

from

wat

er?

-1.1

6*

1.57

0.

41

LEI

Rep

ort

2014

-007

(Ann

exes

) | 5

9

5 Reg

ress

ion

outp

uts

impa

ct a

sses

smen

t of

TES

A-le

d FF

S

Tabl

e 7

Impa

ct o

f FF

S p

artic

ipat

ion

on k

now

ledg

e sc

ore

and

impl

emen

tatio

n sc

ore

Tre

atm

ent

vari

able

s an

d c

ova

riat

es

Reg

ress

ion

ou

tpu

ts

Lo

gist

ic r

egre

ssio

n

Num

ber

of o

bs

=

308

LR c

hi2(

7)

=

10

1.02

Pr

ob >

chi

2 =

0

Lo

g lik

elih

ood

= -

123.

7787

6

Pseu

do R

2

=

0.28

98

Tre

atm

ent

vari

able

Var

iabl

e na

me

in d

atas

et

W

heth

er h

ad F

FS t

rain

ing

(1=

yes

; 0=

No)

dm

_ffs

C

oef.

Std

. Er

r.

z P>

z [9

5% C

onf.

In

terv

al]

Co

vari

ates

use

d f

or

PS

M

age

a4_a

ge

0.01

1814

5 0.

0141

81

0.83

0.

41

-0.0

1598

05

0.03

9609

ye

ars

of e

duca

tion

a4_e

du

-0.0

1919

67

0.05

3804

-0

.36

0.72

-0

.124

651

0.08

6258

ge

nder

(1=

mal

e; 0

= f

emal

e)

a4_s

ex

0.10

7767

5 0.

3357

38

0.32

0.

75

-0.5

5026

73

0.76

5802

ho

useh

old

size

a5

0.

0287

918

0.04

0365

0.

71

0.48

-0

.050

323

0.10

7907

re

gion

(1=

East

of

Rift

Val

ley;

0=

Wes

t of

Rift

Val

ley)

re

gion

1 -0

.630

7424

0.

3713

-1

.70

0.09

-1

.358

476

0.09

6991

w

heth

er h

ad R

A-t

rain

ing

(1=

yes

; 0=

No)

dm

_ra

2.02

1678

0.

3324

68

6.08

0.

00

1.37

0054

2.

6733

03

whe

ther

had

non

-cer

tific

atio

n tr

aini

ng (

1= y

es;

0= N

o)

a15b

2.

2944

22

0.39

6254

5.

79

0.00

1.

5177

79

3.07

1066

C

onst

ant

_con

s -2

.036

177

1.08

4656

-1

.88

0.06

-4

.162

063

0.08

9709

Ou

tco

me

vari

able

Sam

ple

Trea

ted

Con

trol

s D

iffer

ence

S.E

. T-

stat

know

ledg

e U

nmat

ched

6.

6115

9417

5.

7196

5807

.8

9193

6098

.2

4684

1891

3.

61

ATT

6.

6022

319

5.85

3989

33

.748

2425

63

.444

3367

88

1.68

impl

emen

tatio

n U

nmat

ched

7.

3396

7224

6.

5913

4107

.7

4833

1162

.0

9409

7264

7.

95

ATT

7.

3375

9795

6.

8841

7669

.4

5342

1262

.1

8986

8804

2.

39

60 |

LEI

Rep

ort

2014

-007

(Ann

exes

)

Tabl

e 8

Reg

ress

ion

anal

ysis

on

the

chan

ges

in k

now

ledg

e

Dep

end

ent

and

exp

lan

ato

ry v

ari

able

s

Reg

ress

ion

ou

tpu

ts

Sou

rce

SS

df

MS

Num

ber

of o

bs

=

612

Mod

el

992.

4409

4

248.

1102

2 Pr

ob >

F

=

0 Res

idua

l 15

70.5

37

607

2.58

7376

R-s

quar

ed

=

0.38

72

To

tal

2562

.978

61

1 4.

1947

269

Roo

t M

SE

=

1.60

85

C

hang

e in

kno

wle

dge

scor

e C

oef.

Std

. Er

r.

t P>

t [9

5% C

onf.

In

terv

al]

Le

ngth

of

part

icip

atio

n in

FFS

(1=

3-4

year

s; 2

=1-

2 ye

ars;

3=

nev

er p

artic

ipat

ed)

-0.5

3983

0.

0909

56

-5.9

4 0.

00

-0.7

1845

48

-0.3

6120

28

Whe

ther

par

ticip

ated

in R

A t

rain

ing

(1=

yes

; 0=

No)

0.

4567

68

0.14

4134

3.

17

0.00

0.

1737

05

0.73

9830

2

Whe

ther

Wes

t of

Rift

Val

ley

(1=

yes

; 0=

No)

-0

.982

36

0.13

9015

-7

.07

0.00

-1

.255

373

-0.7

0935

35

Impl

emen

tatio

n sc

ore

in p

revi

ous

year

-0

.732

29

0.04

1231

-1

7.76

0.

00

-0.8

1326

53

-0.6

5131

94

C

onst

ant

5.77

1858

0.

3036

45

19.0

1 0.

00

5.17

5536

6.

3681

8

LEI

Rep

ort

2014

-007

(Ann

exes

) | 6

1

Tabl

e 9

Reg

ress

ion

anal

ysis

on

the

chan

ges

in im

plem

enta

tion

Dep

end

ent

and

exp

lan

ato

ry v

ari

able

s

Reg

ress

ion

ou

tpu

ts

Sou

rce

SS

df

MS

Num

ber

of o

bs

=

307

Mod

el

165.

3526

5

33.0

7052

9 Pr

ob >

F

=

0 Res

idua

l 10

4.26

27

301

0.34

6387

7 R-s

quar

ed

=

0.61

33

To

tal

269.

6153

30

6 0.

8810

959

Roo

t M

SE

=

0.58

855

C

hang

e in

impl

emen

tatio

n sc

ore

(201

4-20

12)

Coe

f.

Std

. Er

r.

t P>

t [9

5% C

onf.

In

terv

al]

Le

ngth

of

part

icip

atio

n in

FFS

(1

=3-

4 ye

ars;

2=

1-2

year

s; 3

= n

ever

par

ticip

ated

) -0

.185

13

0.05

545

-3.3

4 0.

00

-0.2

9424

69

-0.0

7600

84

Whe

ther

par

ticip

ated

in R

A t

rain

ing

(1

= y

es;

0= N

o)

0.32

6858

0.

0754

85

4.33

0.

00

0.17

8312

4 0.

4754

037

Whe

ther

Wes

t of

Rift

Val

ley

(1=

yes

; 0=

No)

-0

.528

99

0.07

0273

-7

.53

0.00

-0

.667

2772

-0

.390

7016

Impl

emen

tatio

n sc

ore

in p

revi

ous

year

-0

.960

65

0.05

0641

-1

8.97

0.

00

-1.0

6030

6 -0

.860

9951

W

heth

er h

ad n

on-c

ertific

atio

n tr

aini

ng

0.56

7236

0.

1018

36

5.57

0.

00

0.36

6836

5 0.

7676

36

Con

stan

t 6.

7939

3 0.

4021

81

16.8

9 0.

00

6.00

2486

7.

5853

73

62 |

LEI

Rep

ort

2014

-007

(Ann

exes

)

Tabl

e 10

Pa

nel d

ata

estim

atio

n of

impa

ct o

f FF

S o

n gr

een

leaf

yie

ld p

er b

ush

Reg

ress

ion

mo

del

Reg

ress

ion

ou

tpu

ts

Cro

ss-s

ectio

nal t

ime-

seri

es F

GLS

reg

ress

ion

Coe

ffic

ient

s:

gene

ralis

ed le

ast

squa

res

Pane

ls:

hete

rosk

edas

tic

Cor

rela

tion:

co

mm

on A

R(1

) co

effic

ient

for

all

pane

ls (

-1.6

492)

Estim

ated

cov

aria

nces

=

2

88

Num

ber

of o

bs

=

576

Estim

ated

aut

ocor

rela

tion

s =

1

Num

ber

of g

roup

s =

28

8 Es

timat

ed c

oeff

icie

nts

=

3

Ti

me

peri

ods

=

2

Wal

d ch

i2(2

) =

86

883.

01

Pr

ob >

chi

2 =

0

Dep

end

ent

and

exp

lan

ato

ry v

ari

able

s

Kilo

gram

s of

tea

gre

en le

af s

old

Coe

f.

Std

. Er

r.

z P>

z [9

5% C

onf.

In

terv

al]

N

umbe

r of

bus

hes

0.88

3443

0.

0088

908

99.3

7 0.

000

0.86

6017

0.

9008

68

Num

ber

of b

ushe

s (w

ith p

artici

pation

in F

FS)

0.16

2823

0.

0087

908

18.5

2 0.

000

0.14

5593

0.

1800

52

Con

stan

t 71

3.22

72

5.46

3416

13

0.55

0.

000

702.

5191

72

3.93

53

Tabl

e 11

C

ompa

riso

n of

cha

nges

in k

ey p

rofit

abili

ty p

aram

eter

s

Pro

fita

bil

ity

par

ame

ters

C

han

ges

am

on

g F

FS a

nd

N

on

FFS

(2

01

4-

20

12

) %

bia

s t

p>

t

FF

S

No

n F

FS

To

tal r

even

ue fro

m t

ea g

reen

leaf

sol

d -1

8863

-1

6338

-2

.9

-0.2

0 0.

84

Tea

gree

n le

af p

rodu

ctio

n (k

g)

445.

74

-64.

085

18

1.19

0.

236

Num

ber

of t

ea b

ushe

s -2

48.1

-3

54.1

5 5.

8 0.

41

0.68

Fe

rtili

ser

use

per

bush

0.

0004

7 -0

.003

12

3.6

0.29

0.

771

Hired

labo

ur c

osts

2.

519

10.8

86

-21.

9 -2

.23

0.0

27

C

ost

of P

PE

-727

.19

-783

.35

2.7

0.14

0.

89

Num

ber

of o

ther

inco

me

sour

ces

-0.1

1354

-0

.756

41

41.6

3.

24

0.0

01

LEI

Rep

ort

2014

-007

(Ann

exes

) | 6

3

6 Bas

ic c

hara

cter

istic

s of

res

pond

ents

fro

m t

he far

mer

-led

FFS

Tabl

e 12

C

ompa

riso

n of

cha

nges

in k

ey p

rofit

abili

ty p

aram

eter

s

N

on

FFS

FF

S

To

tal

Sta

tistics

N

M

ean

Med

ian

Std

. D

evia

tion

N

M

ean

Med

ian

Std

. D

evia

tion

N

M

ean

Med

ian

Std

. D

evia

tion

Age

13

8 53

.5

51.5

13

.0

102

56.5

57

.5

13.9

24

0 54

.8

54.5

13

.4

Year

of

educ

atio

n 13

8 7.

6 7.

0 3.

6 10

2 8.

1 8.

0 3.

6 24

0 8

8 4

Hou

seho

ld s

ize

138

5 5

2 10

2 6

6 3

240

6 5

3 N

umbe

r of

tea

bus

hes

138

1465

10

36

1262

10

2 15

45

1299

10

68

240

1499

11

81

1182

Kilo

gram

s of

gre

en le

af s

old

135

1603

97

1 18

59

99

1778

13

46

2245

23

4 16

77

1217

20

28

G

ende

r (%

fem

ale)

13

8 49

.2%

10

2 52

.9%

24

0 50

.8%

Pe

rcen

tage

RA-t

rain

ed

138

26.8

%

102

72.5

%

240

46.2

%

64 |

LEI

Rep

ort

2014

-007

(Ann

exes

)

7 Key

per

form

ance

indi

cato

rs in

bas

elin

e si

tuat

ion

from

the

fa

rmer

-led

FFS

Tabl

e 13

Bas

ic c

ost-

bene

fit m

odel

for

ana

lysi

ng p

rofit

abili

ty o

f te

a pr

oduc

tion

Pro

fita

bil

ity

an

alys

is

Rev

enue

(Ksh

) 11

7,00

0 Pa

ram

eter

s in

gre

y ce

lls (

can

be c

hang

ed)

Cal

cula

ted

valu

es in

blu

e ce

lls

Cos

ts (

Ksh

) 26

,464

G

ross

mar

gin

(Rev

enue

-Cos

ts)

(Ksh

) 90

,536

Rev

enue

-Cos

ts (

USD

) 1,

065

Gro

ss m

argi

n pe

r ca

pita

per

day

(U

SD

) 2.

9

Ex

chan

ge r

ate

(ksh

/USD

) 85

Fa

rm b

usi

nes

s m

od

el

Par

amet

ers

Rev

enu

e

Co

sts

(K

sh)

(K

sh)

117,

000

26,4

64

Inco

me

fro

m o

ther

so

urc

es

To

tal i

ncom

e

0

Tota

l cos

ts

0

Fa

rm c

har

act

eris

tics

Num

ber

of t

ea b

ushe

s 20

00

Farm

land

(ac

re)

H

ouse

hold

siz

e (n

umbe

r of

peo

ple)

5

Yiel

d (k

g gr

een

leaf

/bus

h)

1.3

Prop

ortion

of

prun

ing

0.4

Tea

rev

enu

e 1

17

,00

0

117,

000

G

reen

leaf

pro

duct

ion

(kg/

bush

) 2,

600

Pric

e gr

een

leaf

14

Bon

us g

reen

leaf

31

T

ea p

rod

uct

ion

co

sts

La

bo

ur

inp

ut

Pl

ucki

ng (

1=hi

red

labo

ur,

0=ow

n)

1

W

eedi

ng (

num

ber

of d

ays)

10

Pr

unin

g (n

umbe

r of

bus

hes)

80

0

LEI

Rep

ort

2014

-007

(Ann

exes

) | 6

5

App

lyin

g fe

rtili

ser

(num

ber

of b

ags)

2.

8

La

bo

ur

wag

e

Pluc

king

(ks

h/kg

) 6

Wee

ding

(ks

h/da

y)

180

Prun

ing

(ksh

/bus

h)

3

App

lyin

g fe

rtili

ser

(ksh

/bag

) 80

La

bo

ur

cost

s 2

00

24

Pl

ucki

ng (

ksh/

kg)

1560

0

1560

0 W

eedi

ng (

ksh/

day)

18

00

18

00

Prun

ing

(ksh

/bus

h)

2400

2400

App

lyin

g fe

rtili

ser

(ksh

/bag

) 22

4

224

Mat

eria

l co

sts

64

40

Fe

rtili

ser

cost

s (k

sh)

6440

6440

Fe

rtili

ser

pric

e (k

sh/b

ag)

2300

Fe

rtili

ser

use

(kg/

bush

) 0.

07

Tota

l fer

tilis

er u

se (

bags

) 2.

8

C

hem

ical

s co

sts

0

0 pr

ice

(ksh

/kg)

quan

tity(

kg)

O

rgan

ic f

ertil

iser

0

0

pric

e (k

sh/k

g)

qu

antit

y(kg

)

Plan

ting

mat

eria

ls

0

0 pr

ice

(ksh

/kg)

quan

tity(

kg)

O

ther

co

sts

0

PP

E

0

Oth

er

0

66 |

LEI

Rep

ort

2014

-007

(Ann

exes

)

Tabl

e 14

In

put

use

and

cost

s in

the

bas

elin

e si

tuat

ion

(1)

Sta

tist

ics

Gro

up

La

bo

ur

cost

s

La

bo

ur

inp

ut

Pl

ucki

ng (

Ksh

/kg)

W

eedi

ng

(Ksh

/day

) Pr

unin

g (K

sh/b

ush)

App

lyin

g fe

rtili

ser

(Ksh

/bag

) W

eedi

ng d

ays

Bus

hes

prun

ed

Bag

s ap

plie

d

N

on F

FS

N

138

138

138

138

136

138

138

Mea

n

5.05

77

.72

1.80

31

.31

4.82

73

6.20

2.

49

Med

ian

7

0 2

0 3

475

2 sd

4.01

92

.59

1.70

59

.37

4.37

12

47.3

4 2.

00

min

0 0

0 0

0 0

0 m

ax

15

35

0 6

200

30

1350

0 12

FFS

N

10

2 10

2 10

2 10

2 10

1 10

2 10

1 M

ean

5.

03

80.5

9 2.

24

49.5

1 4.

86

1059

.20

2.76

M

edia

n

7 10

0 2

0 4

700

2 sd

3.81

85

.06

1.78

68

.03

4.43

15

31.3

4 2.

05

min

0 0

0 0

0 0

0 m

ax

10

30

0 8

200

30

1300

1 15

Tota

l

N

24

0 24

0 24

0 24

0 23

7 24

0 23

9 M

ean

5.

04

78.9

4 1.

98

39.0

5 4.

84

873.

47

2.61

M

edia

n

7 0

2 0

3 50

0 2

sd

3.

91

89.3

0 1.

74

63.7

0 4.

39

1381

.46

2.02

m

in

0

0 0

0 0

0 0

max

15

350

8 20

0 30

13

500

15

D

iffer

ence

-0.0

2 2.

87

0.44

18

.20

0.04

3

23

.00

0.

27

(FFS

- N

on-F

FS)

LEI

Rep

ort

2014

-007

(Ann

exes

) | 6

7

Tabl

e 15

In

put

use

and

cost

s in

the

bas

elin

e si

tuat

ion

(2)

Sta

tist

ics

Gro

up

Fe

rtil

iser

O

rgan

ic f

erti

lise

r

Ch

emic

als

P

lan

tin

g

Bag

s Pr

ice

(Ksh

/bag

) N

umbe

r of

bu

shes

Bag

s Pr

ice

(Ksh

/bag

) N

umbe

r of

bu

shes

Q

uant

ity

Pric

e (K

sh/b

ag)

Qua

ntity

Pr

ice

N

on F

FS

N

13

8 13

7 13

7 13

6 73

73

13

8 4

138

138

Mea

n

2.49

22

56.6

16

43.9

15

.1

953.

8 85

5 0.

02

475

0.21

0.

21

Med

ian

2

2200

12

00

1 0

723

0 35

0 0

0 sd

1.86

16

4.3

1607

.7

86.8

28

22.1

60

8 0.

13

287.

2 2.

55

2.55

m

in

0

2000

20

0 0

0 0

0 30

0 0

0 m

ax

12

35

00

1350

0 10

00

1500

0 25

00

1 90

0 30

30

FFS

N

102

102

102

101

48

48

102

10

102

102

Mea

n

2.90

22

62.3

21

04.2

11

.2

1245

.2

1131

1.

06

555.

0 0.

39

0.00

M

edia

n

2 22

62

1500

0

0 95

0 0

400

0 0

sd

2.

09

174.

3 31

13.4

60

.0

3703

.6

774

9.90

37

5.2

3.96

0.

00

min

1 20

00

500

0 0

0 0

250

0 0

max

15

3500

30

000

600

1900

0 36

00

100

1200

40

0

To

tal

N

24

0 23

9 23

9 23

7 12

1 12

1 24

0 14

24

0 24

0 M

ean

2.

66

2259

.1

1840

.3

13.5

10

69.4

96

4 0.

46

532.

1 0.

29

0.13

M

edia

n

2 22

50

1396

0

0 80

0 0

400

0 0

sd

1.

97

168.

3 23

75.4

76

.4

3189

.3

689

6.46

34

3.4

3.22

1.

94

min

0 20

00

200

0 0

0 0

250

0 0

max

15

3500

30

000

1000

19

000

3600

10

0 12

00

40

30

Diff

eren

ce

0.

42

5.69

46

0.3

-3.9

6 29

1.44

27

5.89

0

80.0

0 0.

17

-0.2

2 (F

FS-

Non

-FFS

)

68 |

LEI

Rep

ort

2014

-007

(Ann

exes

)

8 Reg

ress

ion

outp

uts

base

line

situ

atio

n of

far

mer

-led

FFS

8.1

Prop

ensi

ty S

core

Mat

chin

g (P

SM)

The

cova

riat

es u

sed

are

the

resp

onde

nts’

age

(a4

_age

), y

ears

of

educ

atio

n ha

d (a

4_ed

u),

gend

er (

a4_s

ex),

far

m s

ize

in h

ecta

re (

ha_f

act)

and

hou

seho

ld s

ize(

a5).

A n

umbe

r of

dum

my

variab

les

are

also

incl

uded

to

repr

esen

t w

heth

er t

he h

ouse

hold

is f

rom

the

eas

t of

Rift

Val

ley

(reg

ion1

), h

ad o

ther

non

-cer

tific

atio

n tr

aini

ngs

(a15

b),

had

RA-

trai

ning

(dm

_ra)

. Th

e ou

tput

s of

the

logi

c re

gres

sion

are

sho

wn

belo

w.

Ta

ble

16

Out

puts

of

the

logi

c re

gres

sion

Tre

atm

ent

vari

able

s an

d c

ova

riat

es

Reg

ress

ion

ou

tpu

ts

Lo

gist

ic r

egre

ssio

n

Num

ber

of o

bs

=

238

LR c

hi2(

8)

=

68

.26

Prob

> c

hi2

=

0

Log

likel

ihoo

d =

-12

8.40

015

Ps

eudo

R2

=

0.

21

Tre

atm

ent

vari

able

va

riab

le n

ame

in d

atas

et

W

heth

er h

ad F

FS t

rain

ing

(1=

yes

; 0=

No)

dm

_ffs

C

oef.

Std

. Er

r.

z P>

z [9

5% C

onf.

In

terv

al]

Co

vari

ates

ag

e a4

_age

0.

0056

955

0.01

5946

0.

36

0.72

-0

.025

5573

0.

0369

48

year

s of

edu

catio

n a4

_edu

0.

0139

842

0.05

1956

0.

27

0.79

-0

.087

8483

0.

1158

17

gend

er (

1= m

ale;

0=

fem

ale)

a4

_sex

-0

.553

5804

0.

3437

91

-1.6

1 0.

11

-1.2

2739

9 0.

1202

38

farm

siz

e (h

ecta

re)

ha_f

act

0.41

9939

6 0.

2841

52

1.48

0.

14

-0.1

3698

73

0.97

6867

ho

useh

old

size

a5

-0

.010

4036

0.

0664

42

-0.1

6 0.

88

-0.1

4062

71

0.11

982

regi

on (

1=Ea

st o

f R

ift V

alle

y; 0

= W

est

of R

ift V

alle

y)

regi

on1

-0.4

3822

25

0.38

2099

-1

.15

0.25

-1

.187

122

0.31

0677

w

heth

er h

ad R

A-t

rain

ing

(1=

yes

; 0=

No)

a1

5b

1.00

9884

0.

3325

53

3.04

0.

00

0.35

8092

2 1.

6616

75

whe

ther

had

non

-cer

tific

atio

n tr

aini

ng (

1= y

es;

0= N

o)

dm_r

a 1.

7855

64

0.31

8074

5.

61

0.00

1.

1621

51

2.40

8978

C

onst

ant

_con

s -1

.998

846

1.24

2453

-1

.61

0.11

-4

.434

01

0.43

6317

LEI

Rep

ort

2014

-007

(Ann

exes

) | 6

9

8.2

Bal

anci

ng t

est

of c

ovar

iate

s be

fore

and

aft

er m

atch

ing

Tabl

e 17

Bal

anci

ng t

est

of c

ovar

iate

s be

fore

and

aft

er m

atch

ing

Var

iab

le

Un

mat

ched

/M

atc

hed

M

ean

t-te

st

Tr

eate

d C

ontr

ol

%bi

as

% b

ias

redu

ctio

n t

p>t

a4_a

ge

Unm

atch

ed

56.4

9 53

.581

21

.8

1.

67

0.09

6

Mat

ched

56

.49

59.1

18

-19.

7 9.

7 -1

.54

0.12

5

a4

_edu

U

nmat

ched

8.

1176

7.

6471

13

.2

1.

01

0.31

6

Mat

ched

8.

1176

7.

3725

20

.8

-58.

3 1.

51

0.13

2

a4

_sex

U

nmat

ched

0.

4705

9 0.

5147

1 -8

.8

-0

.67

0.50

3

Mat

ched

0.

4705

9 0.

4803

9 -2

77

.8

-0.1

4 0.

889

ha_f

act

Unm

atch

ed

0.80

453

0.66

78

24.6

1.88

0.

061

M

atch

ed

0.80

453

0.86

877

-11.

6 53

-0

.66

0.50

8

a5

U

nmat

ched

6.

1275

5.

3971

28

.9

2.

24

0.02

6

Mat

ched

6.

1275

5.

6961

17

.1

40.9

1.

28

0.20

3

re

gion

1 U

nmat

ched

0.

4117

6 0.

5588

2 -2

9.6

-2

.26

0.02

5

Mat

ched

0.

4117

6 0.

5686

3 -3

1.6

-6.7

-2

.26

0.02

5

a1

5b

Unm

atch

ed

0.78

431

0.47

059

68.3

5.15

0.

00

M

atch

ed

0.78

431

0.89

216

-23.

5 65

.6

-2.1

0.

037

dm_r

a U

nmat

ched

0.

7254

9 0.

2720

6 10

1.3

7.

74

0.00

Mat

ched

0.

7254

9 0.

6764

7 11

89

.2

0.76

0.

447

70 |

LEI

Rep

ort

2014

-007

(Ann

exes

)

LEI Wageningen UR carries out socio-economic research and is the strategic partner for governments and the business community in the field of sustainable economic development within the domain of food and the living environment. LEI is part of Wageningen UR (University and Research centre), forming the Social Sciences Group together with the Department of Social Sciences and Wageningen UR Centre for Development Innovation.

The mission of Wageningen UR (University & Research centre) is ‘To explore the potential of nature to improve the quality of life’. Within Wageningen UR, nine specialised research institutes of the DLO Foundation have joined forces with Wageningen University to help answer the most important questions in the domain of healthy food and living environment. With approximately 30 locations, 6,000 members of staff and 9,000 students, Wageningen UR is one of the leading organisations in its domain worldwide. The integral approach to problems and the cooperation between the various disciplines are at the heart of the unique Wageningen Approach.

LEI Wageningen URP.O. Box 297032502 LS Den HaagThe NetherlandsE [email protected]/en/lei

ANNEXESLEI 2014-007a

Yuca Waarts, Lan Ge and Linda Puister

For all the tea in KenyaImpact assessment and baseline situation of Farmer Field Schools

Annexes to the main report

For all the tea in Kenya

Documents

Transcript of For all the tea in Kenya