Table 1
Overview of villages covered in quantitative survey and qualitative interviews.
| Boma | Level of mobile phone coverage | County | Covered in quantitative survey? | Type of qualitative interview |
|---|---|---|---|---|
| A | Sporadic | Ezo | YES | none |
| B | General | Ezo | YES | Two-hour community meeting with 40 participants (women, men, youth) |
| C | Sporadic | Tambura | YES | Community meetings with women, Arrow Boys, Youth, refugees from the Central African Republic, general community meeting with about 200 participants |
| D | None | Ezo | YES | Community meeting with 50 participants |
| E | General | Ezo | YES | Three interviews with chief, elders |
| F | Sporadic | Tambura | YES | Three interviews with residents, interview with group of young men |
| G | General | Tambura | YES | Interview with chief and elders |
| H | None | Ezo | YES | Three interviews with elders, women, and Arrow Boys |
| I | None | Ezo | YES | none |
| J | None | Ezo | YES | none |
| K | General | Tambura | NO | 9 interviews with spiritual leaders, women, people affected by illness, individuals |
| L | General | Ezo | NO | 16 interviews with individuals, government administrators, chiefs |
| M | General | Tambura | NO | 11 interviews with chief, youth, women’s association, government administrators, individuals |
Table 2
Mobile phone coverage and perceived quality of information.
| (1) | (2) | (3) | (4) | (5) | |
|---|---|---|---|---|---|
| ‘I have good information on what happens in…’ | Community | Western Equatoria State | CAR and DRC | Juba and South Sudan | The rest of the world |
| ologit | ologit | ologit | ologit | ologit | |
| General phone cover | 8.191*** | 12.26*** | -3.888*** | 15.15*** | 16.45*** |
| (1.345) | (1.747) | (0.626) | (1.701) | (2.164) | |
| Sporadic phone cover | 6.082*** | 9.105*** | -0.896** | 10.08*** | 11.33*** |
| (1.087) | (1.314) | (0.443) | (1.185) | (1.378) | |
| Gender | 0.104 | 0.275 | 0.387 | 0.279 | 0.0536 |
| (0.245) | (0.316) | (0.273) | (0.267) | (0.295) | |
| Age | -0.00399 | -0.0154 | -0.00265 | -0.00739 | 0.00227 |
| (0.00588) | (0.0109) | (0.0105) | (0.00809) | (0.0100) | |
| Education | 0.0637 | 0.0118 | -0.00176 | -0.00597 | -0.00902 |
| (0.0396) | (0.0421) | (0.0336) | (0.0347) | (0.0414) | |
| # adults in household | -0.135 | 0.0269 | -0.0146 | 0.165* | 0.132*** |
| (0.108) | (0.128) | (0.133) | (0.0864) | (0.0446) | |
| # children in household | 0.0978 | -0.0177 | 0.0392 | -0.0391 | -0.0614* |
| (0.0661) | (0.0798) | (0.0400) | (0.0288) | (0.0369) | |
| # chickens hh owns | 0.00977 | 0.00133 | -0.00141 | -0.0119 | -0.00971 |
| (0.00764) | (0.00749) | (0.00658) | (0.00829) | (0.00639) | |
| # goats hh owns | -0.0139 | -0.0197 | -0.0202 | -0.0150 | 0.00567 |
| (0.0132) | (0.0146) | (0.0172) | (0.00976) | (0.00706) | |
| # bicycles hh owns | -0.153 | 0.191* | 0.312** | 0.259* | 0.171** |
| (0.137) | (0.109) | (0.123) | (0.134) | (0.0773) | |
| Village hh population | -0.0223*** | -0.0289*** | 0.00916*** | -0.0367*** | -0.0423*** |
| (0.00352) | (0.00424) | (0.00157) | (0.00413) | (0.00555) | |
| Village on main road | 1.811*** | 2.352*** | -1.451*** | 2.720*** | 2.917*** |
| (0.362) | (0.357) | (0.293) | (0.369) | (0.362) | |
| Distance to Yambio | 40.58*** | 51.09*** | -15.52*** | 61.54*** | 69.63*** |
| (6.719) | (7.833) | (2.823) | (7.110) | (8.968) | |
| Distance to Ezo | 19.59*** | 23.63*** | -8.354*** | 30.49*** | 34.82*** |
| (3.100) | (3.722) | (1.405) | (3.555) | (4.662) | |
| Distance to Tambura | 35.57*** | 49.37*** | -9.043*** | 55.16*** | 62.24*** |
| (6.428) | (7.580) | (2.570) | (6.459) | (7.753) | |
| Avg. # goats owned in | -3.737*** | -4.608*** | 2.516*** | -6.721*** | -6.760*** |
| Village | (0.623) | (0.775) | (0.301) | (0.758) | (0.986) |
| Avg. # chicken owned | -0.703*** | -0.816*** | 0.143** | -0.958*** | -1.110*** |
| in village | (0.107) | (0.125) | (0.0599) | (0.110) | (0.164) |
| Observations | 423 | 418 | 391 | 396 | 379 |
| Pseudo-R2 (McFadden) | 0.0488 | 0.0892 | 0.0726 | 0.0951 | 0.0903 |
[i] Robust (clustered) standard errors in parentheses *** p<0.01, ** p<0.05, * p<0.1.
Table 3
Mobile phone coverage and voting.
| (1) | (2) | (3) | |
|---|---|---|---|
| DEPENDENT: | |||
| Voted / plans to vote in… | 2010 elections | 2011 referendum | Next national elections |
| logit | logit | logit | |
| General phone cover | -20.92*** | -18.88*** | -8.044*** |
| (3.022) | (2.914) | (2.026) | |
| Sporadic phone cover | -22.59*** | -22.46*** | 21.50*** |
| (0.470) | (0.647) | (0.467) | |
| Constant | 118.73 | 102.21 | -91.76 |
| Observations | 429 | 426 | 405 |
| Pseudo-R2 (McFadden) | 0.3264 | 0.2466 | 0.3023 |
[i] Robust (clustered) standard errors in parentheses. All control variables are included; coefficients are omitted for brevity.
*** p<0.01, ** p<0.05, * p<0.1.
Table 4
Mobile phone coverage and (direct) political accountability.
| PANEL A | (1) | (2) | (3) | (4) | (5) |
| Trust in… | Payam Administrator | Payam Chief | Boma Administrator | Boma Chief | Satisfaction Juba government |
| ologit | ologit | Ologit | ologit | ologit | |
| General phone cover | 2.834** | 1.814** | 1.920 | 9.449*** | 13.74*** |
| (1.160) | (0.902) | (1.362) | (0.839) | (1.509) | |
| Sporadic phone cover | 1.814** | 0.919 | 1.225 | 5.690*** | 8.833*** |
| (0.835) | (0.627) | (0.875) | (0.555) | (1.129) | |
| Observations | 425 | 428 | 415 | 430 | 396 |
| Pseudo-R2 (McFadden) | 0.1242 | 0.1094 | 0.1187 | 0.1346 | 0.0862 |
| PANEL B | (6) | (7) | (8) | (9) | |
| In the last year, has reported issue to… | Payam Administrator | Payam Chief | Boma Administrator | Boma Chief | |
| logit | logit | Logit | logit | ||
| General phone cover | 12.05*** | -18.97*** | -0.112 | 12.03*** | |
| (0.974) | (1.142) | (0.677) | (0.912) | ||
| Sporadic phone cover | 5.441*** | -27.09*** | 0.679 | 6.541*** | |
| (0.906) | (0.696) | (0.481) | (0.695) | ||
| Constant | -121.10 | 202.92 | -2.011 | -78.77 | |
| Observations | 433 | 433 | 433 | 433 | |
| Pseudo-R2 (McFadden) | 0.1824 | 0.1735 | 0.1103 | 0.0459 | |
| PANEL C | (10) | (11) | |||
| Dissatisfaction with response of authority | Strong | Strong or moderate | |||
| logit | logit | ||||
| General phone cover | -19.01*** | 14.20*** | |||
| (1.020) | (2.986) | ||||
| Sporadic phone cover | -11.15*** | 4.75*** | |||
| (0.662) | (1.670) | ||||
| Indicator reporting | 1.541*** | 2.53*** | |||
| (0.378) | (0.338) | ||||
| Constant | 98.42 | -62.467 | |||
| Observations | 433 | 433 | |||
| Pseudo-R2 (McFadden) | 0.2125 | 0.2797 |
[i] Robust (clustered) standard errors in parentheses. All control variables are included; coefficients are omitted for brevity.
*** p<0.01, ** p<0.05, * p<0.1.
