#install packages
install.packages("sjmisc")
## Installing package into '/home/guest/R/x86_64-pc-linux-gnu-library/4.4'
## (as 'lib' is unspecified)
install.packages("likert")
## Installing package into '/home/guest/R/x86_64-pc-linux-gnu-library/4.4'
## (as 'lib' is unspecified)
Total number of respondents: ****
All question numbers below are based on the “Key Variables for Descriptive Statistics” doc file.
All the descriptives calculated for index questions were based on the unimputed variable.
## [1] "Q2.1" "Q2.10" "Q2.11"
## # A tibble: 2 × 2
## Q2.1 count
## <chr> <int>
## 1 Female 2261
## 2 Male 1424
All the answers are in a *scale of 0-1**, i.e. can have the following values: 0, 0.25, 0.5, 0.75, 1. The higher, the more fragile.
The higher, the more fragile.
0 - A lot of confidence
0.33 - Confidence
0.67 - Some Confidence
1 - No Confidence
| mean |
|---|
| 0.51 |
| Response | Number of Responses | Percent of Total Responses |
|---|---|---|
| Some confidence | 1440 | 0.39 |
| Confidence | 1323 | 0.36 |
| No confidence | 489 | 0.13 |
| A lot of confidence | 426 | 0.12 |
| Prefer not to answer | 7 | 0.00 |
| County | Mean Response (0 to 1) |
|---|---|
| Bor South | 0.65 |
| Yei | 0.63 |
| Lainya | 0.57 |
| Malakal | 0.55 |
| Rubkona | 0.53 |
| Morobo | 0.49 |
| Wau | 0.46 |
| Pibor | 0.40 |
| Kajo-keji | 0.32 |
| County | Response | Number of Responses | Percent of Total Responses in the County |
|---|---|---|---|
| Yei | A lot of confidence | 15 | 0.04 |
| Yei | Confidence | 113 | 0.28 |
| Yei | No confidence | 93 | 0.23 |
| Yei | Some confidence | 189 | 0.46 |
| Wau | A lot of confidence | 48 | 0.12 |
| Wau | Confidence | 184 | 0.46 |
| Wau | No confidence | 28 | 0.07 |
| Wau | Prefer not to answer | 3 | 0.01 |
| Wau | Some confidence | 139 | 0.35 |
| Rubkona | A lot of confidence | 32 | 0.08 |
| Rubkona | Confidence | 117 | 0.29 |
| Rubkona | No confidence | 19 | 0.05 |
| Rubkona | Some confidence | 232 | 0.58 |
| Pibor | A lot of confidence | 82 | 0.20 |
| Pibor | Confidence | 193 | 0.47 |
| Pibor | No confidence | 36 | 0.09 |
| Pibor | Some confidence | 96 | 0.24 |
| Morobo | A lot of confidence | 72 | 0.18 |
| Morobo | Confidence | 128 | 0.32 |
| Morobo | No confidence | 64 | 0.16 |
| Morobo | Prefer not to answer | 1 | 0.00 |
| Morobo | Some confidence | 139 | 0.34 |
| Malakal | A lot of confidence | 5 | 0.01 |
| Malakal | Confidence | 168 | 0.40 |
| Malakal | No confidence | 33 | 0.08 |
| Malakal | Some confidence | 215 | 0.51 |
| Lainya | A lot of confidence | 23 | 0.06 |
| Lainya | Confidence | 136 | 0.33 |
| Lainya | No confidence | 60 | 0.14 |
| Lainya | Prefer not to answer | 2 | 0.00 |
| Lainya | Some confidence | 193 | 0.47 |
| Kajo-keji | A lot of confidence | 130 | 0.33 |
| Kajo-keji | Confidence | 169 | 0.42 |
| Kajo-keji | No confidence | 23 | 0.06 |
| Kajo-keji | Prefer not to answer | 1 | 0.00 |
| Kajo-keji | Some confidence | 75 | 0.19 |
| Bor South | A lot of confidence | 19 | 0.04 |
| Bor South | Confidence | 115 | 0.27 |
| Bor South | No confidence | 133 | 0.31 |
| Bor South | Some confidence | 162 | 0.38 |
0 very safe
0.25 somewhat safe
0.5 neither safe nor unsafe
0.75 somewhat unsafe
1 very unsafe
| mean |
|---|
| 0.5 |
| Response | Number of Responses | Percent of Total Responses |
|---|---|---|
| Very unsafe | 820 | 0.22 |
| Very safe | 802 | 0.22 |
| Somewhat safe | 695 | 0.19 |
| Neither safe nor unsafe | 677 | 0.18 |
| Somewhat unsafe | 621 | 0.17 |
| Prefer not to answer | 70 | 0.02 |
| County | Mean Response (0 to 1) |
|---|---|
| Rubkona | 0.68 |
| Pibor | 0.60 |
| Bor South | 0.58 |
| Malakal | 0.55 |
| Lainya | 0.52 |
| Kajo-keji | 0.43 |
| Yei | 0.41 |
| Wau | 0.40 |
| Morobo | 0.29 |
| County | Response | Number of Responses | Percent of Total Responses in the county |
|---|---|---|---|
| Yei | Neither safe nor unsafe | 89 | 0.22 |
| Yei | Prefer not to answer | 3 | 0.01 |
| Yei | Somewhat safe | 132 | 0.32 |
| Yei | Somewhat unsafe | 66 | 0.16 |
| Yei | Very safe | 81 | 0.20 |
| Yei | Very unsafe | 39 | 0.10 |
| Wau | Neither safe nor unsafe | 105 | 0.26 |
| Wau | Prefer not to answer | 38 | 0.09 |
| Wau | Somewhat safe | 107 | 0.27 |
| Wau | Somewhat unsafe | 57 | 0.14 |
| Wau | Very safe | 73 | 0.18 |
| Wau | Very unsafe | 22 | 0.05 |
| Rubkona | Neither safe nor unsafe | 48 | 0.12 |
| Rubkona | Prefer not to answer | 4 | 0.01 |
| Rubkona | Somewhat safe | 56 | 0.14 |
| Rubkona | Somewhat unsafe | 84 | 0.21 |
| Rubkona | Very safe | 38 | 0.10 |
| Rubkona | Very unsafe | 170 | 0.42 |
| Pibor | Neither safe nor unsafe | 85 | 0.21 |
| Pibor | Prefer not to answer | 6 | 0.01 |
| Pibor | Somewhat safe | 60 | 0.15 |
| Pibor | Somewhat unsafe | 137 | 0.34 |
| Pibor | Very safe | 40 | 0.10 |
| Pibor | Very unsafe | 79 | 0.19 |
| Morobo | Neither safe nor unsafe | 43 | 0.11 |
| Morobo | Somewhat safe | 52 | 0.13 |
| Morobo | Somewhat unsafe | 42 | 0.10 |
| Morobo | Very safe | 215 | 0.53 |
| Morobo | Very unsafe | 52 | 0.13 |
| Malakal | Neither safe nor unsafe | 75 | 0.18 |
| Malakal | Prefer not to answer | 2 | 0.00 |
| Malakal | Somewhat safe | 150 | 0.36 |
| Malakal | Somewhat unsafe | 69 | 0.16 |
| Malakal | Very safe | 21 | 0.05 |
| Malakal | Very unsafe | 104 | 0.25 |
| Lainya | Neither safe nor unsafe | 88 | 0.21 |
| Lainya | Prefer not to answer | 8 | 0.02 |
| Lainya | Somewhat safe | 43 | 0.10 |
| Lainya | Somewhat unsafe | 50 | 0.12 |
| Lainya | Very safe | 105 | 0.25 |
| Lainya | Very unsafe | 120 | 0.29 |
| Kajo-keji | Neither safe nor unsafe | 48 | 0.12 |
| Kajo-keji | Prefer not to answer | 5 | 0.01 |
| Kajo-keji | Somewhat safe | 66 | 0.17 |
| Kajo-keji | Somewhat unsafe | 45 | 0.11 |
| Kajo-keji | Very safe | 140 | 0.35 |
| Kajo-keji | Very unsafe | 94 | 0.24 |
| Bor South | Neither safe nor unsafe | 96 | 0.22 |
| Bor South | Prefer not to answer | 4 | 0.01 |
| Bor South | Somewhat safe | 29 | 0.07 |
| Bor South | Somewhat unsafe | 71 | 0.17 |
| Bor South | Very safe | 89 | 0.21 |
| Bor South | Very unsafe | 140 | 0.33 |
0 - very safe
0.25 - safe
0.5 - neither safe nor unsafe
0.75 - unsafe
1 - very unsafe
| mean |
|---|
| 0.6 |
| Response | Number of Responses | Percent of Total Responses |
|---|---|---|
| Unsafe | 1093 | 0.30 |
| Very unsafe | 833 | 0.23 |
| Safe | 810 | 0.22 |
| Neither safe nor unsafe | 641 | 0.17 |
| Very safe | 238 | 0.06 |
| Prefer not to answer | 70 | 0.02 |
| County | Mean Response (0 to 1) |
|---|---|
| Rubkona | 0.71 |
| Bor South | 0.69 |
| Kajo-keji | 0.65 |
| Malakal | 0.61 |
| Wau | 0.57 |
| Lainya | 0.57 |
| Morobo | 0.56 |
| Pibor | 0.54 |
| Yei | 0.53 |
| County | Response | Number of Responses | Percent of Total Responses in the county |
|---|---|---|---|
| Yei | Neither safe nor unsafe | 103 | 0.25 |
| Yei | Prefer not to answer | 5 | 0.01 |
| Yei | Safe | 117 | 0.29 |
| Yei | Unsafe | 151 | 0.37 |
| Yei | Very safe | 12 | 0.03 |
| Yei | Very unsafe | 22 | 0.05 |
| Wau | Neither safe nor unsafe | 78 | 0.19 |
| Wau | Prefer not to answer | 44 | 0.11 |
| Wau | Safe | 79 | 0.20 |
| Wau | Unsafe | 139 | 0.35 |
| Wau | Very safe | 22 | 0.05 |
| Wau | Very unsafe | 40 | 0.10 |
| Rubkona | Neither safe nor unsafe | 40 | 0.10 |
| Rubkona | Prefer not to answer | 2 | 0.00 |
| Rubkona | Safe | 56 | 0.14 |
| Rubkona | Unsafe | 89 | 0.22 |
| Rubkona | Very safe | 33 | 0.08 |
| Rubkona | Very unsafe | 180 | 0.45 |
| Pibor | Neither safe nor unsafe | 110 | 0.27 |
| Pibor | Prefer not to answer | 7 | 0.02 |
| Pibor | Safe | 115 | 0.28 |
| Pibor | Unsafe | 140 | 0.34 |
| Pibor | Very safe | 8 | 0.02 |
| Pibor | Very unsafe | 27 | 0.07 |
| Morobo | Neither safe nor unsafe | 40 | 0.10 |
| Morobo | Prefer not to answer | 1 | 0.00 |
| Morobo | Safe | 127 | 0.31 |
| Morobo | Unsafe | 75 | 0.19 |
| Morobo | Very safe | 45 | 0.11 |
| Morobo | Very unsafe | 116 | 0.29 |
| Malakal | Neither safe nor unsafe | 73 | 0.17 |
| Malakal | Safe | 103 | 0.24 |
| Malakal | Unsafe | 175 | 0.42 |
| Malakal | Very safe | 8 | 0.02 |
| Malakal | Very unsafe | 62 | 0.15 |
| Lainya | Neither safe nor unsafe | 87 | 0.21 |
| Lainya | Prefer not to answer | 4 | 0.01 |
| Lainya | Safe | 89 | 0.21 |
| Lainya | Unsafe | 123 | 0.30 |
| Lainya | Very safe | 37 | 0.09 |
| Lainya | Very unsafe | 74 | 0.18 |
| Kajo-keji | Neither safe nor unsafe | 45 | 0.11 |
| Kajo-keji | Prefer not to answer | 5 | 0.01 |
| Kajo-keji | Safe | 69 | 0.17 |
| Kajo-keji | Unsafe | 61 | 0.15 |
| Kajo-keji | Very safe | 49 | 0.12 |
| Kajo-keji | Very unsafe | 169 | 0.42 |
| Bor South | Neither safe nor unsafe | 65 | 0.15 |
| Bor South | Prefer not to answer | 2 | 0.00 |
| Bor South | Safe | 55 | 0.13 |
| Bor South | Unsafe | 140 | 0.33 |
| Bor South | Very safe | 24 | 0.06 |
| Bor South | Very unsafe | 143 | 0.33 |
0 - make community much more safe
0.25 - make community more safe
0.5 - make community neither more nor less safe
0.75 - make community less safe
1 - make community much less safe
| mean |
|---|
| 0.67 |
| Response | Number of Responses | Percent of Total Responses in the county |
|---|---|---|
| Politicians in Juba make this community much less safe | 1043 | 0.28 |
| Politicians in Juba make this community less safe | 943 | 0.26 |
| Politicians in Juba neither make this community more nor less safe | 867 | 0.24 |
| Politicians in Juba make this community more safe | 404 | 0.11 |
| Prefer not to answer | 283 | 0.08 |
| Politicians in Juba make this community much more safe | 145 | 0.04 |
| County | Mean Response (0 to 1) |
|---|---|
| Bor South | 0.76 |
| Rubkona | 0.76 |
| Yei | 0.75 |
| Malakal | 0.74 |
| Pibor | 0.67 |
| Morobo | 0.61 |
| Lainya | 0.58 |
| Kajo-keji | 0.56 |
| Wau | 0.54 |
| County | Response | Number of Responses | Percent of Total Responses |
|---|---|---|---|
| Yei | Politicians in Juba make this community less safe | 151 | 0.37 |
| Yei | Politicians in Juba make this community more safe | 23 | 0.06 |
| Yei | Politicians in Juba make this community much less safe | 145 | 0.35 |
| Yei | Politicians in Juba make this community much more safe | 7 | 0.02 |
| Yei | Politicians in Juba neither make this community more nor less safe | 78 | 0.19 |
| Yei | Prefer not to answer | 6 | 0.01 |
| Wau | Politicians in Juba make this community less safe | 65 | 0.16 |
| Wau | Politicians in Juba make this community more safe | 43 | 0.11 |
| Wau | Politicians in Juba make this community much less safe | 35 | 0.09 |
| Wau | Politicians in Juba make this community much more safe | 28 | 0.07 |
| Wau | Politicians in Juba neither make this community more nor less safe | 70 | 0.17 |
| Wau | Prefer not to answer | 161 | 0.40 |
| Rubkona | Politicians in Juba make this community less safe | 83 | 0.21 |
| Rubkona | Politicians in Juba make this community more safe | 26 | 0.06 |
| Rubkona | Politicians in Juba make this community much less safe | 182 | 0.46 |
| Rubkona | Politicians in Juba make this community much more safe | 4 | 0.01 |
| Rubkona | Politicians in Juba neither make this community more nor less safe | 100 | 0.25 |
| Rubkona | Prefer not to answer | 5 | 0.01 |
| Pibor | Politicians in Juba make this community less safe | 111 | 0.27 |
| Pibor | Politicians in Juba make this community more safe | 54 | 0.13 |
| Pibor | Politicians in Juba make this community much less safe | 126 | 0.31 |
| Pibor | Politicians in Juba make this community much more safe | 17 | 0.04 |
| Pibor | Politicians in Juba neither make this community more nor less safe | 91 | 0.22 |
| Pibor | Prefer not to answer | 8 | 0.02 |
| Morobo | Politicians in Juba make this community less safe | 93 | 0.23 |
| Morobo | Politicians in Juba make this community more safe | 55 | 0.14 |
| Morobo | Politicians in Juba make this community much less safe | 113 | 0.28 |
| Morobo | Politicians in Juba make this community much more safe | 46 | 0.11 |
| Morobo | Politicians in Juba neither make this community more nor less safe | 96 | 0.24 |
| Morobo | Prefer not to answer | 1 | 0.00 |
| Malakal | Politicians in Juba make this community less safe | 197 | 0.47 |
| Malakal | Politicians in Juba make this community more safe | 20 | 0.05 |
| Malakal | Politicians in Juba make this community much less safe | 117 | 0.28 |
| Malakal | Politicians in Juba neither make this community more nor less safe | 87 | 0.21 |
| Lainya | Politicians in Juba make this community less safe | 97 | 0.23 |
| Lainya | Politicians in Juba make this community more safe | 56 | 0.14 |
| Lainya | Politicians in Juba make this community much less safe | 68 | 0.16 |
| Lainya | Politicians in Juba make this community much more safe | 23 | 0.06 |
| Lainya | Politicians in Juba neither make this community more nor less safe | 155 | 0.37 |
| Lainya | Prefer not to answer | 15 | 0.04 |
| Kajo-keji | Politicians in Juba make this community less safe | 65 | 0.16 |
| Kajo-keji | Politicians in Juba make this community more safe | 110 | 0.28 |
| Kajo-keji | Politicians in Juba make this community much less safe | 83 | 0.21 |
| Kajo-keji | Politicians in Juba make this community much more safe | 14 | 0.04 |
| Kajo-keji | Politicians in Juba neither make this community more nor less safe | 89 | 0.22 |
| Kajo-keji | Prefer not to answer | 37 | 0.09 |
| Bor South | Politicians in Juba make this community less safe | 81 | 0.19 |
| Bor South | Politicians in Juba make this community more safe | 17 | 0.04 |
| Bor South | Politicians in Juba make this community much less safe | 174 | 0.41 |
| Bor South | Politicians in Juba make this community much more safe | 6 | 0.01 |
| Bor South | Politicians in Juba neither make this community more nor less safe | 101 | 0.24 |
| Bor South | Prefer not to answer | 50 | 0.12 |