Survey Dashboard

2024 IOM South Sudan

#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.

#see all variables
#names(sudan_v2_df)

# Use grep to find column names
matching_columns <- grep("^Q10.13", names(sudan_v2_df), value = TRUE)

# Print the matching columns
matching_columns

## [1] "Q10.13_raw"       "Q10.13_unimputed" "Q10.13_imputed"

1) Political and Legal Fragility

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.

Index Questions

Q10.1.2: How much confidence do you have in your state government?

0 (none) to 1 (a lot)

Entire sample

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

By county

County	Mean Response (0 to 1)
Bor South	0.65
Kajo-keji	0.32
Lainya	0.57
Malakal	0.55
Morobo	0.49
Pibor	0.40
Rubkona	0.53
Wau	0.46
Yei	0.63

County	Response	Number of Responses	Percent of Total Responses
Yei	A lot of confidence	15	0.04
Yei	Confidence	113	0.09
Yei	No confidence	93	0.19
Yei	Some confidence	189	0.13
Wau	A lot of confidence	48	0.11
Wau	Confidence	184	0.14
Wau	No confidence	28	0.06
Wau	Prefer not to answer	3	0.43
Wau	Some confidence	139	0.10
Rubkona	A lot of confidence	32	0.08
Rubkona	Confidence	117	0.09
Rubkona	No confidence	19	0.04
Rubkona	Some confidence	232	0.16
Pibor	A lot of confidence	82	0.19
Pibor	Confidence	193	0.15
Pibor	No confidence	36	0.07
Pibor	Some confidence	96	0.07
Morobo	A lot of confidence	72	0.17
Morobo	Confidence	128	0.10
Morobo	No confidence	64	0.13
Morobo	Prefer not to answer	1	0.14
Morobo	Some confidence	139	0.10
Malakal	A lot of confidence	5	0.01
Malakal	Confidence	168	0.13
Malakal	No confidence	33	0.07
Malakal	Some confidence	215	0.15
Lainya	A lot of confidence	23	0.05
Lainya	Confidence	136	0.10
Lainya	No confidence	60	0.12
Lainya	Prefer not to answer	2	0.29
Lainya	Some confidence	193	0.13
Kajo-keji	A lot of confidence	130	0.31
Kajo-keji	Confidence	169	0.13
Kajo-keji	No confidence	23	0.05
Kajo-keji	Prefer not to answer	1	0.14
Kajo-keji	Some confidence	75	0.05
Bor South	A lot of confidence	19	0.04
Bor South	Confidence	115	0.09
Bor South	No confidence	133	0.27
Bor South	Some confidence	162	0.11

Q10.1.10: How much confidence do you have in informal authorities, such as councils of elders?

0 (none) to 1 (a lot)

Entire sample

mean
0.45

Response	Number of Responses	Percent of Total Responses
Confidence	1524	0.41
Some confidence	1215	0.33
A lot of confidence	605	0.16
No confidence	316	0.09
Prefer not to answer	25	0.01

By county

County	Mean Response (0 to 1)
Bor South	0.34
Kajo-keji	0.36
Lainya	0.45
Malakal	0.45
Morobo	0.41
Pibor	0.49
Rubkona	0.50
Wau	0.46
Yei	0.56

County	Response	Number of Responses	Percent of Total Responses
Yei	A lot of confidence	23	0.04
Yei	Confidence	139	0.09
Yei	No confidence	55	0.17
Yei	Some confidence	193	0.16
Wau	A lot of confidence	57	0.09
Wau	Confidence	150	0.10
Wau	No confidence	16	0.05
Wau	Prefer not to answer	9	0.36
Wau	Some confidence	170	0.14
Rubkona	A lot of confidence	34	0.06
Rubkona	Confidence	139	0.09
Rubkona	No confidence	6	0.02
Rubkona	Prefer not to answer	1	0.04
Rubkona	Some confidence	220	0.18
Pibor	A lot of confidence	52	0.09
Pibor	Confidence	182	0.12
Pibor	No confidence	73	0.23
Pibor	Prefer not to answer	1	0.04
Pibor	Some confidence	99	0.08
Morobo	A lot of confidence	74	0.12
Morobo	Confidence	194	0.13
Morobo	No confidence	35	0.11
Morobo	Prefer not to answer	2	0.08
Morobo	Some confidence	99	0.08
Malakal	A lot of confidence	16	0.03
Malakal	Confidence	250	0.16
Malakal	No confidence	6	0.02
Malakal	Some confidence	149	0.12
Lainya	A lot of confidence	91	0.15
Lainya	Confidence	145	0.10
Lainya	No confidence	57	0.18
Lainya	Prefer not to answer	5	0.20
Lainya	Some confidence	116	0.10
Kajo-keji	A lot of confidence	94	0.16
Kajo-keji	Confidence	188	0.12
Kajo-keji	No confidence	19	0.06
Kajo-keji	Prefer not to answer	7	0.28
Kajo-keji	Some confidence	90	0.07
Bor South	A lot of confidence	164	0.27
Bor South	Confidence	137	0.09
Bor South	No confidence	49	0.16
Bor South	Some confidence	79	0.07

Q10.10: South Sudan’s next national elections are scheduled for December 2024 after being postponed several times. How safe or unsafe would you feel going to a polling station to cast your vote?

0 (very unsafe) to 1 (very safe)

Entire sample

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

By county

County	Mean Response (0 to 1)
Bor South	0.58
Kajo-keji	0.43
Lainya	0.52
Malakal	0.55
Morobo	0.29
Pibor	0.60
Rubkona	0.68
Wau	0.40
Yei	0.41

County	Response	Number of Responses	Percent of Total Responses
Yei	Neither safe nor unsafe	89	0.13
Yei	Prefer not to answer	3	0.04
Yei	Somewhat safe	132	0.19
Yei	Somewhat unsafe	66	0.11
Yei	Very safe	81	0.10
Yei	Very unsafe	39	0.05
Wau	Neither safe nor unsafe	105	0.16
Wau	Prefer not to answer	38	0.54
Wau	Somewhat safe	107	0.15
Wau	Somewhat unsafe	57	0.09
Wau	Very safe	73	0.09
Wau	Very unsafe	22	0.03
Rubkona	Neither safe nor unsafe	48	0.07
Rubkona	Prefer not to answer	4	0.06
Rubkona	Somewhat safe	56	0.08
Rubkona	Somewhat unsafe	84	0.14
Rubkona	Very safe	38	0.05
Rubkona	Very unsafe	170	0.21
Pibor	Neither safe nor unsafe	85	0.13
Pibor	Prefer not to answer	6	0.09
Pibor	Somewhat safe	60	0.09
Pibor	Somewhat unsafe	137	0.22
Pibor	Very safe	40	0.05
Pibor	Very unsafe	79	0.10
Morobo	Neither safe nor unsafe	43	0.06
Morobo	Somewhat safe	52	0.07
Morobo	Somewhat unsafe	42	0.07
Morobo	Very safe	215	0.27
Morobo	Very unsafe	52	0.06
Malakal	Neither safe nor unsafe	75	0.11
Malakal	Prefer not to answer	2	0.03
Malakal	Somewhat safe	150	0.22
Malakal	Somewhat unsafe	69	0.11
Malakal	Very safe	21	0.03
Malakal	Very unsafe	104	0.13
Lainya	Neither safe nor unsafe	88	0.13
Lainya	Prefer not to answer	8	0.11
Lainya	Somewhat safe	43	0.06
Lainya	Somewhat unsafe	50	0.08
Lainya	Very safe	105	0.13
Lainya	Very unsafe	120	0.15
Kajo-keji	Neither safe nor unsafe	48	0.07
Kajo-keji	Prefer not to answer	5	0.07
Kajo-keji	Somewhat safe	66	0.09
Kajo-keji	Somewhat unsafe	45	0.07
Kajo-keji	Very safe	140	0.17
Kajo-keji	Very unsafe	94	0.11
Bor South	Neither safe nor unsafe	96	0.14
Bor South	Prefer not to answer	4	0.06
Bor South	Somewhat safe	29	0.04
Bor South	Somewhat unsafe	71	0.11
Bor South	Very safe	89	0.11
Bor South	Very unsafe	140	0.17

Q10.12: At present, how safe do you feel speaking publicly on politically sensitive issues?

0(very unsafe) to 1(very safe)

Entire sample

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

By county

County	Mean Response (0 to 1)
Bor South	0.69
Kajo-keji	0.65
Lainya	0.57
Malakal	0.61
Morobo	0.56
Pibor	0.54
Rubkona	0.71
Wau	0.57
Yei	0.53

County	Response	Number of Responses	Percent of Total Responses
Yei	Neither safe nor unsafe	103	0.16
Yei	Prefer not to answer	5	0.07
Yei	Safe	117	0.14
Yei	Unsafe	151	0.14
Yei	Very safe	12	0.05
Yei	Very unsafe	22	0.03
Wau	Neither safe nor unsafe	78	0.12
Wau	Prefer not to answer	44	0.63
Wau	Safe	79	0.10
Wau	Unsafe	139	0.13
Wau	Very safe	22	0.09
Wau	Very unsafe	40	0.05
Rubkona	Neither safe nor unsafe	40	0.06
Rubkona	Prefer not to answer	2	0.03
Rubkona	Safe	56	0.07
Rubkona	Unsafe	89	0.08
Rubkona	Very safe	33	0.14
Rubkona	Very unsafe	180	0.22
Pibor	Neither safe nor unsafe	110	0.17
Pibor	Prefer not to answer	7	0.10
Pibor	Safe	115	0.14
Pibor	Unsafe	140	0.13
Pibor	Very safe	8	0.03
Pibor	Very unsafe	27	0.03
Morobo	Neither safe nor unsafe	40	0.06
Morobo	Prefer not to answer	1	0.01
Morobo	Safe	127	0.16
Morobo	Unsafe	75	0.07
Morobo	Very safe	45	0.19
Morobo	Very unsafe	116	0.14
Malakal	Neither safe nor unsafe	73	0.11
Malakal	Safe	103	0.13
Malakal	Unsafe	175	0.16
Malakal	Very safe	8	0.03
Malakal	Very unsafe	62	0.07
Lainya	Neither safe nor unsafe	87	0.14
Lainya	Prefer not to answer	4	0.06
Lainya	Safe	89	0.11
Lainya	Unsafe	123	0.11
Lainya	Very safe	37	0.16
Lainya	Very unsafe	74	0.09
Kajo-keji	Neither safe nor unsafe	45	0.07
Kajo-keji	Prefer not to answer	5	0.07
Kajo-keji	Safe	69	0.09
Kajo-keji	Unsafe	61	0.06
Kajo-keji	Very safe	49	0.21
Kajo-keji	Very unsafe	169	0.20
Bor South	Neither safe nor unsafe	65	0.10
Bor South	Prefer not to answer	2	0.03
Bor South	Safe	55	0.07
Bor South	Unsafe	140	0.13
Bor South	Very safe	24	0.10
Bor South	Very unsafe	143	0.17

Q10.13: Which of the following statements best describes the role that politicians in Juba play in your community?

0(they make the community much less safe) to 1(they make the community much more safe)

Entire sample

mean
0.67

Response	Number of Responses	Percent of Total Responses
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

By county

County	Mean Response (0 to 1)
Bor South	0.76
Kajo-keji	0.56
Lainya	0.58
Malakal	0.74
Morobo	0.61
Pibor	0.67
Rubkona	0.76
Wau	0.54
Yei	0.75

County	Response	Number of Responses	Percent of Total Responses
Yei	Politicians in Juba make this community less safe	151	0.16
Yei	Politicians in Juba make this community more safe	23	0.06
Yei	Politicians in Juba make this community much less safe	145	0.14
Yei	Politicians in Juba make this community much more safe	7	0.05
Yei	Politicians in Juba neither make this community more nor less safe	78	0.09
Yei	Prefer not to answer	6	0.02
Wau	Politicians in Juba make this community less safe	65	0.07
Wau	Politicians in Juba make this community more safe	43	0.11
Wau	Politicians in Juba make this community much less safe	35	0.03
Wau	Politicians in Juba make this community much more safe	28	0.19
Wau	Politicians in Juba neither make this community more nor less safe	70	0.08
Wau	Prefer not to answer	161	0.57
Rubkona	Politicians in Juba make this community less safe	83	0.09
Rubkona	Politicians in Juba make this community more safe	26	0.06
Rubkona	Politicians in Juba make this community much less safe	182	0.17
Rubkona	Politicians in Juba make this community much more safe	4	0.03
Rubkona	Politicians in Juba neither make this community more nor less safe	100	0.12
Rubkona	Prefer not to answer	5	0.02
Pibor	Politicians in Juba make this community less safe	111	0.12
Pibor	Politicians in Juba make this community more safe	54	0.13
Pibor	Politicians in Juba make this community much less safe	126	0.12
Pibor	Politicians in Juba make this community much more safe	17	0.12
Pibor	Politicians in Juba neither make this community more nor less safe	91	0.10
Pibor	Prefer not to answer	8	0.03
Morobo	Politicians in Juba make this community less safe	93	0.10
Morobo	Politicians in Juba make this community more safe	55	0.14
Morobo	Politicians in Juba make this community much less safe	113	0.11
Morobo	Politicians in Juba make this community much more safe	46	0.32
Morobo	Politicians in Juba neither make this community more nor less safe	96	0.11
Morobo	Prefer not to answer	1	0.00
Malakal	Politicians in Juba make this community less safe	197	0.21
Malakal	Politicians in Juba make this community more safe	20	0.05
Malakal	Politicians in Juba make this community much less safe	117	0.11
Malakal	Politicians in Juba neither make this community more nor less safe	87	0.10
Lainya	Politicians in Juba make this community less safe	97	0.10
Lainya	Politicians in Juba make this community more safe	56	0.14
Lainya	Politicians in Juba make this community much less safe	68	0.07
Lainya	Politicians in Juba make this community much more safe	23	0.16
Lainya	Politicians in Juba neither make this community more nor less safe	155	0.18
Lainya	Prefer not to answer	15	0.05
Kajo-keji	Politicians in Juba make this community less safe	65	0.07
Kajo-keji	Politicians in Juba make this community more safe	110	0.27
Kajo-keji	Politicians in Juba make this community much less safe	83	0.08
Kajo-keji	Politicians in Juba make this community much more safe	14	0.10
Kajo-keji	Politicians in Juba neither make this community more nor less safe	89	0.10
Kajo-keji	Prefer not to answer	37	0.13
Bor South	Politicians in Juba make this community less safe	81	0.09
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	0.17
Bor South	Politicians in Juba make this community much more safe	6	0.04
Bor South	Politicians in Juba neither make this community more nor less safe	101	0.12
Bor South	Prefer not to answer	50	0.18

Additional Political/Legal Descriptive Questions

Q9.1 Imagine that you have a problem or a dispute, who would you first seek help from? (Do NOT read the answers)

Q9.2 Do you feel that you are able to resolve any disputes you have with community members without experiencing discrimination?

Q9.3 Imagine that a person from this community stole cattle from your family. Who would you be most likely to seek help from?

Q9.4 Imagine that a person from outside this community stole cattle from your family. Who would you be most likely to seek help from?

Q9.5 Q9.5 Imagine that there is an outbreak of violent clashes between two different ethnic groups in your area. Which actor would be most helpful for resolving this dispute?

Q10.1.1 How much confidence do you have in your local government?

Q10.1.3 How much confidence do you have in the national government?

Q10.1.4 How much confidence do you have in the police?

Q10.1.5 How much confidence do you have in the military

Q10.1.6 How much confidence do you have in the statutory courts?

Q10.1.7 How much confidence do you have in religious institutions/leaders?

Q10.1.8 How much confidence do you have in customary law?

Q10.1.9 How much confidence do you have in village chiefs?