Checks summary

Applied checks and number of participant_id involved by check:

ord check descr check.type n.err
8 round((q51_size+q52_size+q53_size+q54_size)/q55_tot,2) > 1 The sum of the sizes for the Tenure status must be less than or equal to the total size value 0
9 q61_size/q55_tot > 1 land size of Crop N.1 must be less than or equal to the total size value 1
10 q62_size/q55_tot > 1 land size of Crop N.2 must be less than or equal to the total size value 0
11 q63_size/q55_tot > 1 land size of Crop N.3 must be less than or equal to the total size value 0
12 q141_qp/q61_size crop 1 quantity produced by size unit outlier 7
13 q142_qp/q62_size crop 2 quantity produced by size unit outlier 5
14 q143_qp/q63_size crop 3 quantity produced by size unit outlier 7
15 q141_qs > q141_qp crop 1 quantity sold must be less than or equal to the quantity produced value 0
16 q142_qs > q142_qp crop 2 quantity sold must be less than or equal to the quantity produced value 0
17 q143_qs > q143_qp crop 3 quantity sold must be less than or equal to the quantity produced value 0
18 q141_qs>0 & q141_price==0 crop 1 there must be a price for sold quantities value 0
19 q142_qs>0 & q142_price==0 crop 2 there must be a price for sold quantities value 0
20 q143_qs>0 & q143_price==0 crop 3 there must be a price for sold quantities value 1
21 q141_price crop 1 price outlier 6
22 q142_price crop 2 price outlier 19
23 q143_price crop 3 price outlier 8
27 q27/q224 > 1 household members aged 14 or older involved in the farm must be less than or equal to the adults 14 or older value 9
28 q221 farmer age outlier 0
29 q224+q225+q226 total household members outlier 0
30 q261 Number of household members who emigrated outlier 6
31 q28 Number of people outside the household employed in the farm outlier 22

Number of participant_id involved by check type:

check.type n
outlier 80
value 11

For checks on a value, the cases that do not satisfy the check are reported;
for outlier checks, cases that exceed 3x IQR are reported as potential outliers.

Finally, there are tables of categorical variables with missing cases.

Checks

land size of Crop N.1 must be less than or equal to the total size

failed checks

prog session_number participant_id q61_size q55_tot q61_size/q55_tot
1 1 7 35.00 1.50 23.33

crop 1 quantity produced by size unit

possible outliers

prog session_number participant_id q141_qp/q61_size q141 q141_qp q61_size
1 18 18 5000.00 wheat 20000.00 4.00
2 10 5 4400.00 potato 2200.00 0.50
3 23 17 4200.00 barley 4200.00 1.00
4 9 1 4000.00 barley 2000.00 0.50
5 17 19 4000.00 fava bean 1000.00 0.25
6 18 20 4000.00 oat 2000.00 0.50
7 12 20 3000.00 oat 3000.00 1.00

crop 2 quantity produced by size unit

possible outliers

prog session_number participant_id q142_qp/q62_size q142 q142_qp q62_size
1 2 17 15000.00 oat (hay) 3000.00 0.20
2 17 19 4800.00 wheat 1200.00 0.25
3 18 11 4500.00 oat 4500.00 1.00
4 21 16 4000.00 barley 2000.00 0.50
5 10 5 600.00 onion 300.00 0.50

crop 3 quantity produced by size unit

possible outliers

prog session_number participant_id q143_qp/q63_size q143 q143_qp q63_size
1 8 2 20000.00 barley 20000.00 1.00
2 15 17 13000.00 oat (hay) 13000.00 1.00
3 6 17 10000.00 pea 20000.00 2.00
4 4 12 8000.00 oat (hay) 2000.00 0.25
5 2 17 5000.00 fava bean 500.00 0.10
6 18 17 4600.00 barley 4600.00 1.00
7 18 10 4000.00 barley 4000.00 1.00

crop 3 there must be a price for sold quantities

failed checks

prog session_number participant_id q143 q143_qp q143_qs q143_price q143_qs>0 & q143_price==0
1 4 18 wheat 750.00 700.00 0.00 TRUE

crop 1 price

possible outliers

prog session_number participant_id q141 q141_price
1 7 5 wheat 1.00
2 14 20 wheat 1.00
3 24 16 wheat 1.00
4 17 7 olive tree 0.60
5 5 3 wheat 0.56
6 8 4 watermelon 0.25

crop 2 price

possible outliers

prog session_number participant_id q142 q142_price
1 14 20 fava bean 1.70
2 21 12 fava bean 1.70
3 18 15 oat 1.20
4 5 8 wheat 0.90
5 5 1 wheat 0.85
6 8 12 wheat 0.85
7 9 1 wheat 0.85
8 9 5 wheat 0.85
9 9 19 wheat 0.85
10 11 3 wheat 0.76
11 11 10 wheat 0.76
12 12 15 wheat 0.76
13 24 15 wheat 0.75
14 16 3 wheat 0.72
15 6 1 oat 0.70
16 11 2 wheat 0.70
17 21 9 wheat 0.70
18 22 15 wheat 0.70
19 23 17 wheat 0.60

crop 3 price

possible outliers

prog session_number participant_id q143 q143_price
1 8 15 barley 1.00
2 16 11 oat 0.96
3 4 8 wheat 0.82
4 8 6 wheat 0.82
5 9 3 wheat 0.75
6 16 6 wheat 0.75
7 9 6 wheat 0.70
8 15 7 wheat 0.70

household members aged 14 or older involved in the farm must be less than or equal to the adults 14 or older

failed checks

prog session_number participant_id q27 q224 q27/q224
1 9 6 3.00 2.00 1.50
2 9 19 3.00 2.00 1.50
3 12 4 3.00 2.00 1.50
4 16 13 3.00 2.00 1.50
5 16 16 4.00 2.00 2.00
6 17 19 3.00 2.00 1.50
7 18 5 7.00 3.00 2.33
8 22 12 3.00 2.00 1.50
9 24 14 3.00 2.00 1.50

Number of household members who emigrated

possible outliers

prog session_number participant_id q261
1 5 13 7.00
2 17 9 6.00
3 1 15 5.00
4 4 19 5.00
5 5 10 5.00
6 22 7 5.00

Number of people outside the household employed in the farm

possible outliers

prog session_number participant_id q28 q27 q55_tot q61
1 7 6 28.00 2.00 8.00 wheat
2 7 10 20.00 1.00 8.00 watermelon
3 7 16 20.00 1.00 10.00 watermelon
4 1 6 12.00 2.00 4.00 wheat
5 1 7 10.00 3.00 1.50 pea
6 1 9 10.00 2.00 1.70 wheat
7 4 15 10.00 1.00 10.00 wheat
8 5 3 10.00 2.00 7.00 wheat
9 8 3 10.00 2.00 8.00 wheat
10 8 4 10.00 2.00 6.00 watermelon
11 17 4 10.00 2.00 5.00 oat
12 18 18 10.00 2.00 8.00 wheat
13 7 17 8.00 4.00 5.00 watermelon
14 8 2 8.00 3.00 7.00 wheat
15 5 15 7.00 2.00 2.00 pepper
16 8 5 7.00 2.00 10.00 wheat
17 9 5 7.00 2.00 7.00 fava bean
18 10 18 6.00 1.00 10.00 wheat
19 7 8 5.00 2.00 9.00 fava bean
20 8 6 5.00 4.00 3.50 fava bean
21 17 9 5.00 1.00 10.00 wheat
22 22 15 5.00 2.00 2.50 pea

Missing values

q171_l_ph Losses of Crop N.1 – post-harvest n %
1 1=Not at all important 183 37.97
2 2=Slightly important 178 36.93
3 3=Somewhat important 90 18.67
4 4=moderately important 21 4.36
5 5=Extremely important 9 1.87
1 0.21
Total - 482 100.00
q3211 Other n %
1 1=Not at all important 1 0.21
2 2=Slightly important 2 0.41
4 4=moderately important 2 0.41
5 5=Extremely important 3 0.62
474 98.34
Total - 482 100.00
q3311 Specify the category Other, if reported n %
3 3=Somewhat important 1 0.21
4 4=moderately important 2 0.41
5 5=Extremely important 2 0.41
477 98.96
Total - 482 100.00