Born in Bradford Data Dictionary

BiBBS property level food environment data

Table ID: BiBBS_Geographic.bibbs_geog_food_environment

github | csv

Entity type Variables Entities Updated Related tables
Property 36 3478 2023-05-17 NA

Describes the food environment surrounding a participant’s address. Includes variables for all food outlets, and only fast food outlets, with distance measured using distance decay and street networks at a range of radii (300m to 2000m).
Usage instructions: To link to BiBBS participants, use the id column to link to the property_id variable in bibbs_geog_person.
Further information: Created by Kimon Krenz, on behalf of Born in Bradford. Please reference Krenz et al. (2023) when using this data, where more detailed methodological information can be found regarding the construction of these variables.

variable label value_type summary
fe_2021_all_count_e_4_0_001 Distance decay weighted (0.001) count of all food outlets
Distance decay weighted (parameter β = 0.001) count of all food outlets.
decimal mean (sd)
94.69 (21.98)

min < median < max
14.67 < 97.00 < 216.88

Complete: 3460 (99.48%)

fe_2021_all_count_e_4_0_003 Distance decay weighted (0.003) count of all food outlets
Distance decay weighted (parameter β = 0.003) count of all food outlets.
decimal mean (sd)
9.60 (4.25)

min < median < max
0.67 < 9.63 < 56.20

Complete: 3460 (99.48%)

fe_2021_all_count_e_4_0_005 Distance decay weighted (0.005) count of all food outlets
Distance decay weighted (parameter β = 0.005) count of all food outlets.
decimal mean (sd)
3.19 (2.03)

min < median < max
0.07 < 2.90 < 26.24

Complete: 3460 (99.48%)

fe_2021_all_count_e_4_0_007 Distance decay weighted (0.007) count of all food outlets
Distance decay weighted (parameter β = 0.007) count of all food outlets.
decimal mean (sd)
1.53 (1.24)

min < median < max
0.01 < 1.28 < 14.83

Complete: 3460 (99.48%)

fe_2021_all_count_e_4_0_01 Distance decay weighted (0.01) count of all food outlets
Distance decay weighted (parameter β = 0.01) count of all food outlets.
decimal mean (sd)
0.69 (0.73)

min < median < max
0.00 < 0.47 < 7.51

Complete: 3460 (99.48%)

fe_2021_all_count_f_2_300 Count of all food outlets within street network 300m
Count of all food outlets within street network based distance of 300m.
decimal mean (sd)
3.38 (3.67)

min < median < max
0.00 < 2.00 < 40.00

Complete: 3460 (99.48%)

fe_2021_all_count_f_2500 Count of all food outlets within street network of 500m
Count of all food outlets within street network based distance of 500m.
decimal mean (sd)
10.35 (7.30)

min < median < max
0.00 < 9.00 < 83.00

Complete: 3460 (99.48%)

fe_2021_all_count_f_2_1000 Count of all food outlets within street network of 1000m
Count of all food outlets within street network based distance of 1000m.
decimal mean (sd)
42.71 (20.04)

min < median < max
1.00 < 43.00 < 227.00

Complete: 3460 (99.48%)

fe_2021_all_count_f_2_1500 Count of all food outlets within street network of 1500m
Count of all food outlets within street network based distance of 1500m.
decimal mean (sd)
103.46 (43.52)

min < median < max
4.00 < 101.50 < 331.00

Complete: 3460 (99.48%)

fe_2021_all_count_f_2_2000 Count of all food outlets within street network of 2000m
Count of all food outlets within street network based distance of 2000m.
decimal mean (sd)
208.09 (82.62)

min < median < max
13.00 < 189.00 < 468.00

Complete: 3460 (99.48%)

fe_2021_all_distance_f_2_mean Mean distance to all food outlets
Average distance to all food outlets.
decimal mean (sd)
5541.85 (295.29)

min < median < max
4642.82 < 5537.33 < 7210.67

Complete: 3460 (99.48%)

fe_2021_all_closest_d_2 Distance to closest food oulet in meters
Distance to the closest food oulet in meters.
decimal mean (sd)
218.92 (118.15)

min < median < max
15.88 < 198.50 < 882.66

Complete: 3460 (99.48%)

fe_2021_ff_wide_count_e_4_0_001 Distance decay weighted (0.001) count of fast-food outlets (wide definition)
Distance decay weighted (parameter β = 0.001) count of fast-food outlets (wide definition).
decimal mean (sd)
46.17 (9.73)

min < median < max
6.65 < 47.61 < 96.86

Complete: 3460 (99.48%)

fe_2021_ff_wide_count_e_4_0_003 Distance decay weighted (0.003) count of fast-food outlets (wide definition)
Distance decay weighted (parameter β = 0.003) count of fast-food outlets (wide definition).
decimal mean (sd)
4.77 (2.40)

min < median < max
0.36 < 4.61 < 21.08

Complete: 3460 (99.48%)

fe_2021_ff_wide_count_e_4_0_005 Distance decay weighted (0.005) count of fast-food outlets (wide definition)
Distance decay weighted (parameter β = 0.005) count of fast-food outlets (wide definition).
decimal mean (sd)
1.56 (1.20)

min < median < max
0.02 < 1.28 < 8.54

Complete: 3460 (99.48%)

fe_2021_ff_wide_count_e_4_0_007 Distance decay weighted (0.007) count of fast-food outlets (wide definition)
Distance decay weighted (parameter β = 0.007) count of fast-food outlets (wide definition).
decimal mean (sd)
0.73 (0.72)

min < median < max
0.00 < 0.51 < 5.77

Complete: 3460 (99.48%)

fe_2021_ff_wide_count_e_4_0_01 Distance decay weighted (0.01) count of fast-food outlets (wide definition)
Distance decay weighted (parameter β = 0.01) count of fast-food outlets (wide definition).
decimal mean (sd)
0.32 (0.42)

min < median < max
0.00 < 0.16 < 4.31

Complete: 3460 (99.48%)

fe_2021_ff_wide_count_f_2_300 Count of fast-food outlets (wide definition) within street network 300m
Count of fast-food outlets (wide definition) within street network based distance of 300m.
decimal mean (sd)
1.57 (2.17)

min < median < max
0.00 < 1.00 < 14.00

Complete: 3460 (99.48%)

fe_2021_ff_wide_count_f_2500 Count of fast-food outlets (wide definition) within street network of 500m
Count of fast-food outlets (wide definition) within street network based distance of 500m.
decimal mean (sd)
5.12 (4.57)

min < median < max
0.00 < 4.00 < 27.00

Complete: 3460 (99.48%)

fe_2021_ff_wide_count_f_2_1000 Count of fast-food outlets (wide definition) within street network of 1000m
Count of fast-food outlets (wide definition) within street network based distance of 1000m.
decimal mean (sd)
21.72 (11.35)

min < median < max
0.00 < 22.00 < 104.00

Complete: 3460 (99.48%)

fe_2021_ff_wide_count_f_2_1500 Count of fast-food outlets (wide definition) within street network of 1500m
Count of fast-food outlets (wide definition) within street network based distance of 1500m.
decimal mean (sd)
51.41 (20.29)

min < median < max
1.00 < 53.00 < 145.00

Complete: 3460 (99.48%)

fe_2021_ff_wide_count_f_2_2000 Count of fast-food outlets (wide definition) within street network of 2000m
Count of fast-food outlets (wide definition) within street network based distance of 2000m.
decimal mean (sd)
101.82 (35.94)

min < median < max
5.00 < 97.00 < 210.00

Complete: 3460 (99.48%)

fe_2021_ff_wide_dist_f_2_mean Mean distance to all fast-food outlets (narrowly defined)
Average distance to all fast-food outlets (narrowly defined).
decimal mean (sd)
5507.57 (300.06)

min < median < max
4613.27 < 5502.94 < 7240.42

Complete: 3460 (99.48%)

fe_2021_ff_wide_closest_d_2 Distance to closest fast-food outlet (wide definition) in meters
Distance to the closest fast-food outlet (wide definition) in meters.
decimal mean (sd)
321.79 (178.23)

min < median < max
15.88 < 287.07 < 1256.67

Complete: 3460 (99.48%)

fe_2021_ff_nrw_count_e_4_0_001 Distance decay weighted (0.001) count of fast-food outlets (narrow definition)
Distance decay weighted (parameter β = 0.001) count of fast-food outlets (narrow definition).
decimal mean (sd)
9.25 (1.95)

min < median < max
0.75 < 9.09 < 15.45

Complete: 3460 (99.48%)

fe_2021_ff_nrw_count_e_4_0_003 Distance decay weighted (0.003) count of fast-food outlets (narrow definition)
Distance decay weighted (parameter β = 0.003) count of fast-food outlets (narrow definition).
decimal mean (sd)
1.10 (0.65)

min < median < max
0.00 < 0.94 < 3.22

Complete: 3460 (99.48%)

fe_2021_ff_nrw_count_e_4_0_005 Distance decay weighted (0.005) count of fast-food outlets (narrow definition)
Distance decay weighted (parameter β = 0.005) count of fast-food outlets (narrow definition).
decimal mean (sd)
0.38 (0.34)

min < median < max
0.00 < 0.27 < 2.05

Complete: 3460 (99.48%)

fe_2021_ff_nrw_count_e_4_0_007 Distance decay weighted (0.007) count of fast-food outlets (narrow definition)
Distance decay weighted (parameter β = 0.007) count of fast-food outlets (narrow definition).
decimal mean (sd)
0.18 (0.22)

min < median < max
0.00 < 0.10 < 1.57

Complete: 3460 (99.48%)

fe_2021_ff_nrw_count_e_4_0_01 Distance decay weighted (0.01) count of fast-food outlets (narrow definition)
Distance decay weighted (parameter β = 0.01) count of fast-food outlets (narrow definition).
decimal mean (sd)
0.08 (0.13)

min < median < max
0.00 < 0.03 < 1.23

Complete: 3460 (99.48%)

fe_2021_ff_nrw_count_f_2_300 Count of fast-food outlets (narrow definition) within street network 300m
Count of fast-food outlets (narrow definition) within street network based distance of 300m.
decimal mean (sd)
0.39 (0.66)

min < median < max
0.00 < 0.00 < 4.00

Complete: 3460 (99.48%)

fe_2021_ff_nrw_count_f_2500 Count of fast-food outlets (narrow definition) within street network of 500m
Count of fast-food outlets (narrow definition) within street network based distance of 500m.
decimal mean (sd)
1.28 (1.36)

min < median < max
0.00 < 1.00 < 6.00

Complete: 3460 (99.48%)

fe_2021_ff_nrw_count_f_2_1000 Count of fast-food outlets (narrow definition) within street network of 1000m
Count of fast-food outlets (narrow definition) within street network based distance of 1000m.
decimal mean (sd)
5.09 (3.08)

min < median < max
0.00 < 5.00 < 16.00

Complete: 3460 (99.48%)

fe_2021_ff_nrw_count_f_2_1500 Count of fast-food outlets (narrow definition) within street network of 1500m
Count of fast-food outlets (narrow definition) within street network based distance of 1500m.
decimal mean (sd)
11.01 (4.15)

min < median < max
0.00 < 11.00 < 22.00

Complete: 3460 (99.48%)

fe_2021_ff_nrw_count_f_2_2000 Count of fast-food outlets (narrow definition) within street network of 2000m
Count of fast-food outlets (narrow definition) within street network based distance of 2000m.
decimal mean (sd)
20.40 (6.38)

min < median < max
0.00 < 21.00 < 37.00

Complete: 3460 (99.48%)

fe_2021_ff_nrw_distance_f_2_mean Mean distance to all fast-food outlets (narrow definition)
Average distance to all fast-food outlets (narrow definition).
decimal mean (sd)
5520.70 (280.73)

min < median < max
4567.26 < 5486.98 < 7354.98

Complete: 3460 (99.48%)

fe_2021_ff_nrw_closest_d_2 Distance to closest fast-food outlet (narrow definition) in meters
Distance to the closest fast-food outlet (narrow definition) in meters.
decimal mean (sd)
467.26 (260.04)

min < median < max
20.93 < 408.00 < 2509.11

Complete: 3460 (99.48%)