Code
```{r}
#| warning: false
full_data <- read_dta(file.path(MAIN_GEN_PATH, "data_quality/data_collection-hh_id-period.dta")) %>%
mutate(
first_date = min(subdate),
is_first = ifelse(subdate == first_date, 1, 0),
duration_category = case_when(
duration < 80 ~ "Fast (< 80mins)",
duration > 120 ~ "Slow (> 120mins)",
TRUE ~ "Medium"
),
enum_id = as.factor(enum_id),
) %>%
select(-first_date)
enum_duration <- full_data %>%
ungroup() %>%
group_by(enum_id) %>%
summarize(Mean = mean(duration), SD = sd(duration), Surveys = n())
community_duration <- full_data %>%
ungroup() %>%
group_by(community_id) %>%
summarize(Mean = mean(duration), SD = sd(duration), Surveys = n(), HHSize = mean(hh_size, na.rm = TRUE))
```
Enumerator Regression Tests
The regressions below test whether the enumerators are significantly different from each other in terms of the number of items consumed, savings places, livestock owned, and loans taken.
Code
```{r}
fast_slow_data <- full_data %>%
mutate(
slow = ifelse(duration_category == "Slow (> 120mins)", 1, 0),
fast = ifelse(duration_category == "Fast (< 80mins)", 1, 0),
medium = ifelse(duration_category == "Medium", 1, 0),
median_duration = median(duration, na.rm = TRUE),
below_median = ifelse(duration < median_duration, 1, 0)
)
```
Code
```{r}
#| output: asis
m0 <- lm(duration ~ enum_id + community_id + is_first, data = fast_slow_data)
m1 <- lm(consumed_items ~ enum_id + community_id + is_first, data = fast_slow_data)
m2 <- lm(data_collection_score ~ enum_id + community_id + is_first, data = fast_slow_data)
m3 <- lm(savings_places ~ enum_id + community_id + is_first, data = fast_slow_data)
m4 <- lm(ls_owned ~ enum_id + community_id + is_first, data = fast_slow_data)
m5 <- lm(loans_taken ~ enum_id + community_id + is_first, data = fast_slow_data)
m6 <- lm(hh_size ~ enum_id + community_id + is_first, data = fast_slow_data, na.action = na.omit)
all_coeffs <- m0$coefficients
all_names <- names(all_coeffs)
com_vars_indices <- grepl("^com", all_names) # TRUE for com.. variables
com_vars_names <- all_names[com_vars_indices]
other_vars_names <- all_names[!com_vars_indices]
other_coeffs_to_sort <- all_coeffs[other_vars_names]
# Replace the enum_id prefix with e:
sorted_other_vars_names <- names(sort(other_coeffs_to_sort, decreasing = FALSE))
order <- c(sorted_other_vars_names, com_vars_names)
stargazer(m0, m2, m6, m1, m3, m4, m5,
type = "html", title = "Enumerator Test",
dep.var.labels = c("Duration", "Data Collection Score", "HH Size", "No. consumed", "No. savings", "No. animals", "No. loans"),
omit.stat = c("f", "ser", "adj.rsq"),
order = order
)
```
Enumerator Test
Dependent variable:
Duration
Data Collection Score
HH Size
No. consumed
No. savings
No. animals
No. loans
(1)
(2)
(3)
(4)
(5)
(6)
(7)
enum_id240299323
-18.645***
-0.661
1.330
-2.073**
-0.110
-0.098
(5.516)
(0.574)
(1.314)
(0.922)
(0.206)
(0.157)
enum_id240224469
-6.380
-2.334***
-0.503
7.899***
-6.301***
0.469**
-0.072
(5.153)
(0.312)
(0.536)
(1.227)
(0.862)
(0.193)
(0.147)
enum_id240287553
1.867
-1.588***
-0.627
6.808***
-8.130***
0.419**
0.622***
(5.325)
(0.322)
(0.554)
(1.268)
(0.890)
(0.199)
(0.152)
enum_id221200217
4.625
-0.622*
2.514***
-4.201***
0.198
-0.125
(3.545)
(0.369)
(0.844)
(0.593)
(0.132)
(0.101)
enum_id230100339
6.608*
-0.335
3.448***
-4.885***
0.157
0.009
(3.814)
(0.397)
(0.908)
(0.638)
(0.143)
(0.109)
enum_id221200238
6.672*
-0.201
3.178***
-1.003
0.079
0.025
(3.764)
(0.392)
(0.896)
(0.629)
(0.141)
(0.107)
enum_id221200280
7.690**
-0.202
2.591***
-6.728***
0.109
-0.151
(3.711)
(0.386)
(0.884)
(0.620)
(0.139)
(0.106)
enum_id221200223
8.103**
-0.248
3.038***
-4.334***
0.197
0.108
(3.967)
(0.413)
(0.945)
(0.663)
(0.148)
(0.113)
enum_id230301359
8.701**
-0.360
2.649***
-8.397***
0.177
0.063
(3.979)
(0.414)
(0.948)
(0.665)
(0.149)
(0.114)
enum_id250273684
9.236***
-0.201
0.088
4.753***
-6.040***
0.602***
-0.046
(3.334)
(0.899)
(0.347)
(0.794)
(0.557)
(0.125)
(0.095)
enum_id241265651
10.855***
-1.355***
-0.054
5.258***
-6.097***
0.702***
0.075
(3.389)
(0.342)
(0.353)
(0.807)
(0.567)
(0.127)
(0.097)
enum_id221200116
10.951***
-0.297
2.416***
-5.258***
0.112
-0.102
(3.734)
(0.389)
(0.889)
(0.624)
(0.140)
(0.107)
enum_id230100433
12.448***
-0.200
2.709***
-6.660***
0.172
-0.093
(3.718)
(0.387)
(0.885)
(0.622)
(0.139)
(0.106)
enum_id230301312
13.081***
-0.026
2.946***
-2.087***
0.111
0.387***
(3.849)
(0.401)
(0.916)
(0.644)
(0.144)
(0.110)
enum_id230200441
15.288***
-0.692
-0.561
5.809***
-4.163***
0.832***
0.040
(3.614)
(0.909)
(0.376)
(0.861)
(0.604)
(0.135)
(0.103)
enum_id240276420
15.856***
-2.093***
-0.389
4.777***
-5.988***
0.559***
0.057
(3.366)
(0.425)
(0.350)
(0.801)
(0.563)
(0.126)
(0.096)
enum_id240391947
16.210***
-0.954
-0.233
5.905***
-6.737***
0.855***
-0.066
(3.534)
(0.893)
(0.368)
(0.842)
(0.591)
(0.132)
(0.101)
enum_id250231789
16.818***
-0.333
-0.643
6.439***
-1.505*
0.348*
0.273*
(5.162)
(0.307)
(0.537)
(1.229)
(0.863)
(0.193)
(0.147)
enum_id250297944
17.783***
-1.257
-0.229
5.677***
-4.539***
0.646***
0.050
(3.416)
(0.915)
(0.356)
(0.813)
(0.571)
(0.128)
(0.098)
enum_id240223243
20.479***
-1.767***
-0.464
4.833***
-7.741***
0.690***
0.058
(3.719)
(0.375)
(0.387)
(0.886)
(0.622)
(0.139)
(0.106)
enum_id241271689
21.459***
-1.302
-0.282
6.202***
-6.135***
0.754***
0.182*
(3.722)
(0.915)
(0.387)
(0.886)
(0.622)
(0.139)
(0.106)
enum_id221200064
21.459***
-0.289
5.644***
-6.068***
0.636***
0.231**
(3.478)
(0.362)
(0.828)
(0.581)
(0.130)
(0.099)
enum_id221200182
23.303***
-2.340***
-0.513
4.714***
-7.678***
0.798***
-0.183
(4.364)
(0.308)
(0.454)
(1.039)
(0.730)
(0.163)
(0.125)
enum_id241246151
24.013**
-2.187***
-1.647
10.022***
-9.578***
1.636***
0.726**
(11.802)
(0.492)
(1.228)
(2.810)
(1.973)
(0.441)
(0.337)
enum_id240233502
24.559***
-0.663
-0.476
5.874***
-5.657***
0.764***
-0.013
(3.521)
(0.460)
(0.367)
(0.839)
(0.589)
(0.132)
(0.101)
enum_id221200170
25.087***
-0.361
3.529***
-1.438**
0.285*
0.156
(4.058)
(0.422)
(0.966)
(0.678)
(0.152)
(0.116)
enum_id230300531
25.232***
-1.223***
-0.253
5.362***
-6.552***
0.612***
-0.130
(3.456)
(0.319)
(0.360)
(0.823)
(0.578)
(0.129)
(0.099)
enum_id240380260
26.535***
-1.154
-0.395
6.813***
-8.896***
0.980***
-0.022
(4.257)
(0.861)
(0.443)
(1.014)
(0.712)
(0.159)
(0.122)
enum_id221200093
27.220***
-0.606
-0.466
6.738***
-5.306***
0.698***
-0.156
(3.530)
(0.980)
(0.367)
(0.841)
(0.590)
(0.132)
(0.101)
enum_id230100407
28.135***
-1.500***
-0.538
4.635***
-6.991***
0.520***
0.039
(3.419)
(0.445)
(0.356)
(0.814)
(0.572)
(0.128)
(0.098)
enum_id230301740
28.665***
-2.106***
-0.195
13.966***
-11.620***
2.109***
0.051
(4.877)
(0.376)
(0.508)
(1.161)
(0.815)
(0.182)
(0.139)
enum_id230854474
32.082***
-0.607
0.214
6.377***
-6.646***
0.340**
0.082
(3.875)
(0.401)
(0.403)
(0.923)
(0.648)
(0.145)
(0.111)
enum_id240992649
34.395***
-0.792
0.042
7.548***
-2.190***
0.648***
0.152
(3.485)
(0.506)
(0.363)
(0.830)
(0.583)
(0.130)
(0.099)
enum_id250238373
34.564***
-1.207***
-0.071
13.489***
-8.825***
1.888***
1.238***
(6.028)
(0.310)
(0.627)
(1.436)
(1.008)
(0.225)
(0.172)
enum_id240951002
34.633***
0.496**
0.033
7.949***
-3.693***
0.471***
0.392***
(3.561)
(0.212)
(0.371)
(0.848)
(0.595)
(0.133)
(0.102)
enum_id230300493
35.838***
-0.896*
-0.226
4.736***
-6.980***
0.784***
0.107
(3.504)
(0.499)
(0.365)
(0.834)
(0.586)
(0.131)
(0.100)
enum_id221200102
35.949***
-1.392***
0.058
8.818***
-5.861***
0.634***
-0.041
(4.245)
(0.342)
(0.442)
(1.011)
(0.710)
(0.159)
(0.121)
enum_id250223710
36.997***
-1.000***
-0.546
4.492***
-3.815***
0.635***
0.101
(3.551)
(0.377)
(0.370)
(0.846)
(0.594)
(0.133)
(0.101)
enum_id230301549
39.877***
-2.131***
0.244
11.940***
-12.007***
1.847***
0.062
(4.744)
(0.334)
(0.494)
(1.130)
(0.793)
(0.177)
(0.135)
enum_id241225186
43.039***
1.757
5.210*
4.837**
-0.101
-0.122
(13.024)
(1.356)
(3.101)
(2.178)
(0.487)
(0.372)
enum_id221200115
43.490***
-1.643***
-0.735
18.650***
-11.571***
2.247***
0.248
(6.064)
(0.347)
(0.631)
(1.444)
(1.014)
(0.227)
(0.173)
enum_id240811327
46.761***
-2.081***
-0.765
15.413***
-13.074***
1.882***
0.052
(6.489)
(0.355)
(0.675)
(1.545)
(1.085)
(0.243)
(0.185)
enum_id240274903
50.729***
-1.618***
-0.320
15.210***
-10.838***
1.472***
0.001
(4.661)
(0.304)
(0.485)
(1.110)
(0.779)
(0.174)
(0.133)
is_first
53.140***
0.300***
0.052
5.598***
-2.370***
-1.023***
0.135**
(2.226)
(0.079)
(0.232)
(0.530)
(0.372)
(0.083)
(0.064)
enum_id240317188
55.562***
-0.903
-0.483
13.972***
-9.118***
2.303***
0.437***
(5.507)
(0.999)
(0.573)
(1.311)
(0.921)
(0.206)
(0.157)
enum_id240341380
56.801***
-1.361***
0.038
14.551***
-10.152***
2.257***
0.206
(5.193)
(0.321)
(0.541)
(1.237)
(0.868)
(0.194)
(0.148)
enum_id250220637
59.454***
-1.543***
-0.518
13.315***
-9.452***
2.372***
-0.037
(4.752)
(0.501)
(0.495)
(1.132)
(0.795)
(0.178)
(0.136)
enum_id240255036
61.277***
-1.250**
-0.254
13.510***
-9.565***
2.695***
0.209
(4.811)
(0.499)
(0.501)
(1.146)
(0.804)
(0.180)
(0.137)
enum_id230300918
64.703***
-0.551
-0.351
16.116***
-7.967***
2.251***
0.701***
(5.283)
(0.352)
(0.550)
(1.258)
(0.883)
(0.197)
(0.151)
enum_id250246600
64.930***
-0.976***
-0.253
15.449***
-11.806***
1.550***
-0.092
(4.900)
(0.197)
(0.510)
(1.167)
(0.819)
(0.183)
(0.140)
enum_id241210445
66.586***
-1.616***
0.052
13.380***
-11.743***
2.432***
0.379***
(5.039)
(0.457)
(0.524)
(1.200)
(0.843)
(0.188)
(0.144)
enum_id250255221
67.111***
-1.419***
-0.337
12.612***
-10.071***
2.079***
-0.031
(5.351)
(0.509)
(0.557)
(1.274)
(0.895)
(0.200)
(0.153)
enum_id241261119
67.151***
-1.407***
0.029
19.685***
-11.932***
1.999***
-0.191
(5.171)
(0.305)
(0.538)
(1.231)
(0.865)
(0.193)
(0.148)
enum_id230100365
67.727***
-2.372***
-1.318**
8.417***
-12.405***
2.075***
-0.136
(5.265)
(0.448)
(0.548)
(1.254)
(0.880)
(0.197)
(0.150)
enum_id230100347
69.191***
0.171
-0.095
16.271***
-8.403***
1.794***
0.651***
(5.659)
(0.267)
(0.589)
(1.348)
(0.946)
(0.211)
(0.162)
enum_id240231124
78.096***
-1.083***
-0.310
12.450***
-8.692***
1.539***
0.109
(4.752)
(0.301)
(0.495)
(1.132)
(0.795)
(0.178)
(0.136)
enum_id230302051
80.208***
-0.314
-0.599
20.484***
-11.126***
1.578***
0.099
(5.114)
(0.221)
(0.532)
(1.218)
(0.855)
(0.191)
(0.146)
enum_id240345961
81.257***
-0.467
-0.157
17.928***
-10.087***
1.804***
0.526***
(4.848)
(0.303)
(0.505)
(1.155)
(0.811)
(0.181)
(0.138)
enum_id240244305
82.862***
-0.717
0.276
11.719***
-9.047***
2.387***
0.125
(5.032)
(0.960)
(0.524)
(1.198)
(0.841)
(0.188)
(0.144)
enum_id230100402
83.362***
-1.013***
-0.430
17.687***
-11.313***
2.071***
0.513***
(4.797)
(0.303)
(0.499)
(1.142)
(0.802)
(0.179)
(0.137)
enum_id241287675
87.761***
-0.922
0.505
14.780***
-11.076***
2.596***
0.212
(6.064)
(1.008)
(0.631)
(1.444)
(1.014)
(0.227)
(0.173)
enum_id230301337
90.220***
-1.453***
-0.036
12.252***
-10.791***
2.001***
0.009
(4.962)
(0.461)
(0.516)
(1.181)
(0.830)
(0.185)
(0.142)
enum_id240857178
92.523***
-1.109**
-0.628
15.402***
-10.274***
2.423***
0.147
(4.895)
(0.467)
(0.509)
(1.166)
(0.818)
(0.183)
(0.140)
enum_id250275032
93.471***
0.020
-1.099**
17.367***
-9.837***
2.027***
0.561***
(5.049)
(0.225)
(0.526)
(1.202)
(0.844)
(0.189)
(0.144)
enum_id230302095
94.896***
0.331
-0.109
19.316***
-8.174***
2.090***
0.410***
(4.868)
(0.220)
(0.507)
(1.159)
(0.814)
(0.182)
(0.139)
enum_id240267348
100.660***
-0.160
-0.723
22.243***
-10.076***
2.352***
0.621***
(5.248)
(0.980)
(0.546)
(1.250)
(0.877)
(0.196)
(0.150)
enum_id230100372
105.623***
-0.789**
-0.429
17.921***
-9.419***
2.111***
0.079
(5.179)
(0.329)
(0.539)
(1.233)
(0.866)
(0.194)
(0.148)
enum_id240241140
118.543***
1.212***
-1.059**
19.141***
-7.852***
1.889***
1.577***
(5.150)
(0.234)
(0.536)
(1.226)
(0.861)
(0.192)
(0.147)
community_id10
5.658
-0.525
-2.925***
0.020
-2.132**
-0.070
-0.039
(5.763)
(0.330)
(0.600)
(1.372)
(0.964)
(0.215)
(0.165)
community_id100
7.298
0.486
-1.862***
-2.849**
-2.633***
-0.081
-0.102
(4.758)
(0.450)
(0.495)
(1.133)
(0.795)
(0.178)
(0.136)
community_id101
9.589*
0.178
-1.825***
-1.489
0.058
0.064
-0.223
(5.052)
(0.438)
(0.526)
(1.203)
(0.845)
(0.189)
(0.144)
community_id102
14.267***
0.157
-2.561***
-2.444*
-2.349***
0.017
-0.222
(5.353)
(0.278)
(0.557)
(1.275)
(0.895)
(0.200)
(0.153)
community_id103
-7.587
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community_id104
17.174***
0.391
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0.355
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0.658***
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(4.847)
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community_id105
6.381
0.062
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(5.594)
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community_id106
-4.422
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community_id107
17.671***
0.916***
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1.377
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0.208
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(4.710)
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community_id108
19.546***
0.265
1.386**
0.615
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0.563**
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(5.905)
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community_id109
3.786
0.540
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0.155
0.081
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(5.194)
(0.426)
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community_id11
12.322**
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0.173
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(5.382)
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community_id110
0.405
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0.067
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(4.593)
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community_id111
18.152***
0.069
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0.205
0.120
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(5.158)
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community_id112
9.560**
0.091
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0.479***
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community_id113
11.567**
0.145
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0.201
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community_id114
18.253***
0.101
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0.151
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community_id115
-3.302
0.239
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(4.574)
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community_id116
7.358*
0.350
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(4.219)
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community_id117
13.482***
0.166
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(4.254)
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community_id118
9.822**
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0.036
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(4.361)
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community_id119
6.014
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0.263
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(5.154)
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(0.536)
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community_id12
6.126
-0.629***
-2.143***
-2.602***
-2.235***
-0.211
0.209*
(4.052)
(0.229)
(0.422)
(0.965)
(0.678)
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community_id13
10.275**
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0.104
(4.821)
(0.260)
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(0.806)
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community_id14
2.706
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1.199
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(4.859)
(0.285)
(0.506)
(1.157)
(0.812)
(0.182)
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community_id15
7.971*
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0.136
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(4.368)
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(0.730)
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community_id16
10.345**
-0.474**
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-2.442**
0.162
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0.051
(4.451)
(0.236)
(0.463)
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community_id17
17.453***
-0.711***
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0.053
(4.468)
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(0.465)
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community_id18
4.859
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-3.353**
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-0.379*
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(6.028)
(0.340)
(0.627)
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community_id19
15.166***
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1.440
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0.405**
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(4.992)
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(0.520)
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(0.835)
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community_id2
12.971***
-0.375
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0.123
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(4.885)
(0.262)
(0.508)
(1.163)
(0.817)
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community_id20
16.054***
-0.412
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0.290
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0.346*
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(5.577)
(0.897)
(0.581)
(1.328)
(0.933)
(0.208)
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community_id21
8.364
0.104
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0.327
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(5.860)
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(0.610)
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community_id22
-0.363
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0.253
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(5.728)
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(0.958)
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community_id23
4.798
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0.325
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(6.347)
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community_id24
7.519
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(5.037)
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community_id25
16.992***
-0.137
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0.367
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(6.511)
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community_id26
17.428***
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0.442**
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(5.369)
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community_id27
18.151***
-0.517
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0.541**
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(6.533)
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(0.680)
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community_id28
11.930**
0.071
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-4.699***
-2.379***
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(4.745)
(0.260)
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community_id29
6.502
0.196
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0.859***
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(6.098)
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(0.635)
(1.452)
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community_id3
47.554***
-1.335***
-3.339***
1.311
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0.185
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(7.258)
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(0.755)
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community_id30
0.802
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0.006
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(5.641)
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community_id31
30.577***
-0.624
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0.352
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(8.041)
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community_id33
6.501
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(5.778)
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community_id34
5.965
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0.015
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(5.169)
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community_id35
8.516
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-5.165***
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(5.858)
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community_id36
13.576**
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0.332*
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(5.332)
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community_id37
21.378***
-0.344
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0.566
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0.251
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(4.819)
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community_id38
-2.813
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-3.817***
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(5.505)
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community_id39
28.765***
0.111
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1.642
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0.695***
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(5.966)
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(0.621)
(1.421)
(0.998)
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community_id4
1.133
0.012
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0.587
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0.693***
(6.025)
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community_id40
13.638***
0.084
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-4.060***
-1.831**
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(5.057)
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(0.526)
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community_id41
1.929
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(6.063)
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community_id42
-0.045
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(5.168)
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community_id43
11.097**
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0.301
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(5.121)
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community_id44
15.001***
0.218
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(5.076)
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community_id45
6.509
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0.135
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(4.625)
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community_id46
7.843
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0.285
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(5.256)
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community_id47
4.915
0.043
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(5.269)
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community_id49
11.845**
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0.560***
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(5.246)
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community_id5
5.795
-0.781**
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(5.710)
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(0.955)
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community_id50
7.451
0.212
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-2.311**
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(4.729)
(0.237)
(0.492)
(1.126)
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community_id51
18.789***
0.566**
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(5.100)
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community_id52
19.636***
0.146
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0.219
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(5.015)
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community_id53
18.569***
-0.274
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1.125
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0.440**
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(4.677)
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(0.487)
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community_id54
15.185***
-0.447
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-0.973
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0.170
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(4.295)
(0.848)
(0.447)
(1.023)
(0.718)
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community_id55
9.916**
0.465**
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0.038
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(4.456)
(0.216)
(0.464)
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community_id56
11.030**
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0.905
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0.567***
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(5.362)
(0.878)
(0.558)
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(0.897)
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community_id57
18.333***
-2.450***
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-3.161***
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(4.466)
(0.465)
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(0.167)
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community_id58
15.719**
0.693**
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1.059
0.119
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(6.979)
(0.330)
(0.726)
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(0.261)
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community_id59
19.111***
-0.269
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-5.194***
-3.334***
0.240
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(6.449)
(0.251)
(0.671)
(1.536)
(1.078)
(0.241)
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community_id6
3.766
-1.048***
-1.520***
-3.159***
-1.752**
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(4.506)
(0.256)
(0.469)
(1.073)
(0.753)
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community_id60
2.515
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-4.389***
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(5.241)
(0.241)
(0.545)
(1.248)
(0.876)
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community_id61
8.160
0.129
-3.594***
-4.329***
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(5.442)
(0.254)
(0.566)
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community_id62
10.700*
0.326
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-7.232***
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(6.253)
(0.274)
(0.651)
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community_id63
-0.746
0.037
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(5.630)
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community_id64
6.392
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-1.490
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0.074
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(4.894)
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community_id65
0.921
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-2.072*
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(5.240)
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community_id66
24.974***
0.230
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0.110
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(6.849)
(0.313)
(0.713)
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(1.145)
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community_id68
1.492
0.467**
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-2.550**
0.785
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(4.982)
(0.226)
(0.519)
(1.186)
(0.833)
(0.186)
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community_id69
14.728**
0.482
-3.739***
-4.830***
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0.261
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(7.469)
(0.355)
(0.777)
(1.779)
(1.249)
(0.279)
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community_id7
6.889
-0.695**
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-1.308
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0.101
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(5.466)
(0.310)
(0.569)
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(0.204)
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community_id70
19.866***
0.518**
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-2.940**
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0.236
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(6.268)
(0.249)
(0.652)
(1.493)
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(0.234)
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community_id71
25.028***
-0.012
-2.992***
-2.454*
-3.857***
0.553**
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(5.936)
(0.196)
(0.618)
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community_id72
35.269***
0.011
-2.782***
-1.025
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0.709***
0.075
(6.297)
(0.226)
(0.655)
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(1.053)
(0.235)
(0.180)
community_id73
36.483***
-0.045
-1.490**
-2.819*
-0.504
-0.037
-0.131
(6.627)
(0.264)
(0.690)
(1.578)
(1.108)
(0.248)
(0.189)
community_id74
23.683***
0.444
-2.401***
-3.814**
-2.317**
0.046
-0.257
(6.280)
(0.270)
(0.654)
(1.495)
(1.050)
(0.235)
(0.179)
community_id75
27.659***
0.547**
-2.399***
-3.947***
-0.921
0.138
-0.020
(6.368)
(0.256)
(0.663)
(1.516)
(1.065)
(0.238)
(0.182)
community_id76
15.362**
-0.113
-0.902
-5.837***
0.366
-0.202
-0.284*
(6.023)
(0.243)
(0.627)
(1.434)
(1.007)
(0.225)
(0.172)
community_id77
20.795***
0.383*
-1.651***
-2.547*
-0.859
0.295
-0.233
(5.954)
(0.202)
(0.620)
(1.418)
(0.996)
(0.223)
(0.170)
community_id78
13.936**
-0.082
-1.714***
-5.108***
-1.072
-0.016
-0.085
(5.595)
(0.216)
(0.582)
(1.332)
(0.935)
(0.209)
(0.160)
community_id79
12.648**
0.041
-0.066
-6.521***
-0.472
0.087
-0.225
(5.990)
(0.222)
(0.624)
(1.426)
(1.002)
(0.224)
(0.171)
community_id8
0.889
-0.779***
-1.208***
-4.128***
-2.109***
-0.208
0.217*
(4.090)
(0.225)
(0.426)
(0.974)
(0.684)
(0.153)
(0.117)
community_id80
-3.971
-0.128
-2.502***
-6.112***
-0.337
-0.331*
-0.205
(4.552)
(0.169)
(0.474)
(1.084)
(0.761)
(0.170)
(0.130)
community_id81
-2.394
0.110
-3.419***
-2.263**
-0.833
-0.305*
-0.099
(4.439)
(0.186)
(0.462)
(1.057)
(0.742)
(0.166)
(0.127)
community_id82
7.272*
-2.152***
-2.675***
-0.762
-0.206
-0.133
(4.172)
(0.434)
(0.994)
(0.698)
(0.156)
(0.119)
community_id83
14.704***
-1.389***
-1.581
-0.838
0.156
-0.071
(4.540)
(0.473)
(1.081)
(0.759)
(0.170)
(0.130)
community_id84
-6.927
-0.352
-2.478***
-3.634**
-1.572
-0.124
-0.274
(6.317)
(0.377)
(0.658)
(1.504)
(1.056)
(0.236)
(0.180)
community_id85
10.906**
0.653
-0.230
-2.520**
0.531
0.001
-0.365***
(4.482)
(0.447)
(0.467)
(1.067)
(0.749)
(0.167)
(0.128)
community_id86
2.356
0.369
-1.496**
-2.454*
0.364
0.056
-0.151
(6.264)
(0.377)
(0.652)
(1.492)
(1.047)
(0.234)
(0.179)
community_id87
9.250
0.231
-2.120***
0.074
-3.857***
0.631***
-0.157
(5.964)
(0.416)
(0.621)
(1.420)
(0.997)
(0.223)
(0.170)
community_id88
11.605**
0.248
-1.843***
-2.945**
-1.061
-0.037
-0.132
(4.825)
(0.392)
(0.502)
(1.149)
(0.807)
(0.180)
(0.138)
community_id89
8.859*
0.637
-0.813*
-3.515***
1.347*
-0.201
-0.208
(4.700)
(0.396)
(0.489)
(1.119)
(0.786)
(0.176)
(0.134)
community_id9
31.111***
-0.557
-1.458***
2.974**
-1.076
0.530***
0.136
(5.414)
(0.350)
(0.564)
(1.289)
(0.905)
(0.202)
(0.155)
community_id90
21.814***
-0.150
-0.772
0.715
-3.029**
0.275
-0.088
(7.191)
(0.377)
(0.748)
(1.712)
(1.202)
(0.269)
(0.205)
community_id91
4.769
0.316
-2.245***
-3.272***
-2.058**
-0.310
-0.304**
(5.203)
(0.405)
(0.542)
(1.239)
(0.870)
(0.194)
(0.149)
community_id92
17.326***
0.530
-0.937*
-1.851
-0.881
0.002
-0.295**
(4.893)
(0.445)
(0.509)
(1.165)
(0.818)
(0.183)
(0.140)
community_id93
1.067
0.060
-2.260***
-2.695**
-1.238
0.046
-0.403***
(4.632)
(0.269)
(0.482)
(1.103)
(0.775)
(0.173)
(0.132)
community_id94
10.405*
0.159
-1.928***
-2.097
-1.530
0.089
-0.034
(5.800)
(0.331)
(0.604)
(1.381)
(0.970)
(0.217)
(0.166)
community_id95
3.351
0.054
-1.530***
-2.203*
-1.865**
-0.019
-0.186
(5.546)
(0.424)
(0.577)
(1.321)
(0.927)
(0.207)
(0.158)
community_id96
14.790**
0.805*
-2.306***
-0.059
-2.346**
-0.094
-0.197
(5.926)
(0.423)
(0.617)
(1.411)
(0.991)
(0.221)
(0.169)
community_id97
22.981***
0.529
-1.094*
-3.347**
-0.277
0.045
-0.005
(5.600)
(0.475)
(0.583)
(1.333)
(0.936)
(0.209)
(0.160)
community_id98
3.128
0.163
-1.341**
-0.354
-1.179
-0.097
-0.303**
(5.202)
(0.421)
(0.542)
(1.239)
(0.870)
(0.194)
(0.149)
community_id99
2.886
-0.984*
-1.596
-0.546
0.070
-0.413***
(5.384)
(0.560)
(1.282)
(0.900)
(0.201)
(0.154)
Constant
18.952***
1.085***
9.865***
8.759***
14.352***
-0.174
0.485***
(4.343)
(0.254)
(0.452)
(1.034)
(0.726)
(0.162)
(0.124)
Observations
6,193
2,272
6,193
6,193
6,193
6,193
6,193
R2
0.551
0.416
0.085
0.412
0.350
0.354
0.161
Note:
p<0.1; p<0.05; p<0.01
Code
```{r}
#| output: asis
all_coeffs <- m1$coefficients
all_names <- names(all_coeffs)
com_vars_indices <- grepl("^com", all_names) # TRUE for com.. variables
com_vars_names <- all_names[com_vars_indices]
other_vars_names <- all_names[!com_vars_indices]
other_coeffs_to_sort <- all_coeffs[other_vars_names]
# Replace the enum_id prefix with e:
sorted_other_vars_names <- names(sort(other_coeffs_to_sort, decreasing = FALSE))
order <- c(sorted_other_vars_names, com_vars_names)
stargazer(m1, m0, m2, m6, m3, m4, m5,
type = "html", title = "Enumerator Test",
dep.var.labels = c("No. consumed", "Duration", "Data Score", "HH Size", "No. savings", "No. animals", "No. loans"),
omit.stat = c("f", "ser", "adj.rsq"),
order = order
)
```
Enumerator Test
Dependent variable:
No. consumed
Duration
Data Score
HH Size
No. savings
No. animals
No. loans
(1)
(2)
(3)
(4)
(5)
(6)
(7)
enum_id240299323
1.330
-18.645***
-0.661
-2.073**
-0.110
-0.098
(1.314)
(5.516)
(0.574)
(0.922)
(0.206)
(0.157)
enum_id221200116
2.416***
10.951***
-0.297
-5.258***
0.112
-0.102
(0.889)
(3.734)
(0.389)
(0.624)
(0.140)
(0.107)
enum_id221200217
2.514***
4.625
-0.622*
-4.201***
0.198
-0.125
(0.844)
(3.545)
(0.369)
(0.593)
(0.132)
(0.101)
enum_id221200280
2.591***
7.690**
-0.202
-6.728***
0.109
-0.151
(0.884)
(3.711)
(0.386)
(0.620)
(0.139)
(0.106)
enum_id230301359
2.649***
8.701**
-0.360
-8.397***
0.177
0.063
(0.948)
(3.979)
(0.414)
(0.665)
(0.149)
(0.114)
enum_id230100433
2.709***
12.448***
-0.200
-6.660***
0.172
-0.093
(0.885)
(3.718)
(0.387)
(0.622)
(0.139)
(0.106)
enum_id230301312
2.946***
13.081***
-0.026
-2.087***
0.111
0.387***
(0.916)
(3.849)
(0.401)
(0.644)
(0.144)
(0.110)
enum_id221200223
3.038***
8.103**
-0.248
-4.334***
0.197
0.108
(0.945)
(3.967)
(0.413)
(0.663)
(0.148)
(0.113)
enum_id221200238
3.178***
6.672*
-0.201
-1.003
0.079
0.025
(0.896)
(3.764)
(0.392)
(0.629)
(0.141)
(0.107)
enum_id230100339
3.448***
6.608*
-0.335
-4.885***
0.157
0.009
(0.908)
(3.814)
(0.397)
(0.638)
(0.143)
(0.109)
enum_id221200170
3.529***
25.087***
-0.361
-1.438**
0.285*
0.156
(0.966)
(4.058)
(0.422)
(0.678)
(0.152)
(0.116)
enum_id250223710
4.492***
36.997***
-1.000***
-0.546
-3.815***
0.635***
0.101
(0.846)
(3.551)
(0.377)
(0.370)
(0.594)
(0.133)
(0.101)
enum_id230100407
4.635***
28.135***
-1.500***
-0.538
-6.991***
0.520***
0.039
(0.814)
(3.419)
(0.445)
(0.356)
(0.572)
(0.128)
(0.098)
enum_id221200182
4.714***
23.303***
-2.340***
-0.513
-7.678***
0.798***
-0.183
(1.039)
(4.364)
(0.308)
(0.454)
(0.730)
(0.163)
(0.125)
enum_id230300493
4.736***
35.838***
-0.896*
-0.226
-6.980***
0.784***
0.107
(0.834)
(3.504)
(0.499)
(0.365)
(0.586)
(0.131)
(0.100)
enum_id250273684
4.753***
9.236***
-0.201
0.088
-6.040***
0.602***
-0.046
(0.794)
(3.334)
(0.899)
(0.347)
(0.557)
(0.125)
(0.095)
enum_id240276420
4.777***
15.856***
-2.093***
-0.389
-5.988***
0.559***
0.057
(0.801)
(3.366)
(0.425)
(0.350)
(0.563)
(0.126)
(0.096)
enum_id240223243
4.833***
20.479***
-1.767***
-0.464
-7.741***
0.690***
0.058
(0.886)
(3.719)
(0.375)
(0.387)
(0.622)
(0.139)
(0.106)
enum_id241225186
5.210*
43.039***
1.757
4.837**
-0.101
-0.122
(3.101)
(13.024)
(1.356)
(2.178)
(0.487)
(0.372)
enum_id241265651
5.258***
10.855***
-1.355***
-0.054
-6.097***
0.702***
0.075
(0.807)
(3.389)
(0.342)
(0.353)
(0.567)
(0.127)
(0.097)
enum_id230300531
5.362***
25.232***
-1.223***
-0.253
-6.552***
0.612***
-0.130
(0.823)
(3.456)
(0.319)
(0.360)
(0.578)
(0.129)
(0.099)
is_first
5.598***
53.140***
0.300***
0.052
-2.370***
-1.023***
0.135**
(0.530)
(2.226)
(0.079)
(0.232)
(0.372)
(0.083)
(0.064)
enum_id221200064
5.644***
21.459***
-0.289
-6.068***
0.636***
0.231**
(0.828)
(3.478)
(0.362)
(0.581)
(0.130)
(0.099)
enum_id250297944
5.677***
17.783***
-1.257
-0.229
-4.539***
0.646***
0.050
(0.813)
(3.416)
(0.915)
(0.356)
(0.571)
(0.128)
(0.098)
enum_id230200441
5.809***
15.288***
-0.692
-0.561
-4.163***
0.832***
0.040
(0.861)
(3.614)
(0.909)
(0.376)
(0.604)
(0.135)
(0.103)
enum_id240233502
5.874***
24.559***
-0.663
-0.476
-5.657***
0.764***
-0.013
(0.839)
(3.521)
(0.460)
(0.367)
(0.589)
(0.132)
(0.101)
enum_id240391947
5.905***
16.210***
-0.954
-0.233
-6.737***
0.855***
-0.066
(0.842)
(3.534)
(0.893)
(0.368)
(0.591)
(0.132)
(0.101)
enum_id241271689
6.202***
21.459***
-1.302
-0.282
-6.135***
0.754***
0.182*
(0.886)
(3.722)
(0.915)
(0.387)
(0.622)
(0.139)
(0.106)
enum_id230854474
6.377***
32.082***
-0.607
0.214
-6.646***
0.340**
0.082
(0.923)
(3.875)
(0.401)
(0.403)
(0.648)
(0.145)
(0.111)
enum_id250231789
6.439***
16.818***
-0.333
-0.643
-1.505*
0.348*
0.273*
(1.229)
(5.162)
(0.307)
(0.537)
(0.863)
(0.193)
(0.147)
enum_id221200093
6.738***
27.220***
-0.606
-0.466
-5.306***
0.698***
-0.156
(0.841)
(3.530)
(0.980)
(0.367)
(0.590)
(0.132)
(0.101)
enum_id240287553
6.808***
1.867
-1.588***
-0.627
-8.130***
0.419**
0.622***
(1.268)
(5.325)
(0.322)
(0.554)
(0.890)
(0.199)
(0.152)
enum_id240380260
6.813***
26.535***
-1.154
-0.395
-8.896***
0.980***
-0.022
(1.014)
(4.257)
(0.861)
(0.443)
(0.712)
(0.159)
(0.122)
enum_id240992649
7.548***
34.395***
-0.792
0.042
-2.190***
0.648***
0.152
(0.830)
(3.485)
(0.506)
(0.363)
(0.583)
(0.130)
(0.099)
enum_id240224469
7.899***
-6.380
-2.334***
-0.503
-6.301***
0.469**
-0.072
(1.227)
(5.153)
(0.312)
(0.536)
(0.862)
(0.193)
(0.147)
enum_id240951002
7.949***
34.633***
0.496**
0.033
-3.693***
0.471***
0.392***
(0.848)
(3.561)
(0.212)
(0.371)
(0.595)
(0.133)
(0.102)
enum_id230100365
8.417***
67.727***
-2.372***
-1.318**
-12.405***
2.075***
-0.136
(1.254)
(5.265)
(0.448)
(0.548)
(0.880)
(0.197)
(0.150)
enum_id221200102
8.818***
35.949***
-1.392***
0.058
-5.861***
0.634***
-0.041
(1.011)
(4.245)
(0.342)
(0.442)
(0.710)
(0.159)
(0.121)
enum_id241246151
10.022***
24.013**
-2.187***
-1.647
-9.578***
1.636***
0.726**
(2.810)
(11.802)
(0.492)
(1.228)
(1.973)
(0.441)
(0.337)
enum_id240244305
11.719***
82.862***
-0.717
0.276
-9.047***
2.387***
0.125
(1.198)
(5.032)
(0.960)
(0.524)
(0.841)
(0.188)
(0.144)
enum_id230301549
11.940***
39.877***
-2.131***
0.244
-12.007***
1.847***
0.062
(1.130)
(4.744)
(0.334)
(0.494)
(0.793)
(0.177)
(0.135)
enum_id230301337
12.252***
90.220***
-1.453***
-0.036
-10.791***
2.001***
0.009
(1.181)
(4.962)
(0.461)
(0.516)
(0.830)
(0.185)
(0.142)
enum_id240231124
12.450***
78.096***
-1.083***
-0.310
-8.692***
1.539***
0.109
(1.132)
(4.752)
(0.301)
(0.495)
(0.795)
(0.178)
(0.136)
enum_id250255221
12.612***
67.111***
-1.419***
-0.337
-10.071***
2.079***
-0.031
(1.274)
(5.351)
(0.509)
(0.557)
(0.895)
(0.200)
(0.153)
enum_id250220637
13.315***
59.454***
-1.543***
-0.518
-9.452***
2.372***
-0.037
(1.132)
(4.752)
(0.501)
(0.495)
(0.795)
(0.178)
(0.136)
enum_id241210445
13.380***
66.586***
-1.616***
0.052
-11.743***
2.432***
0.379***
(1.200)
(5.039)
(0.457)
(0.524)
(0.843)
(0.188)
(0.144)
enum_id250238373
13.489***
34.564***
-1.207***
-0.071
-8.825***
1.888***
1.238***
(1.436)
(6.028)
(0.310)
(0.627)
(1.008)
(0.225)
(0.172)
enum_id240255036
13.510***
61.277***
-1.250**
-0.254
-9.565***
2.695***
0.209
(1.146)
(4.811)
(0.499)
(0.501)
(0.804)
(0.180)
(0.137)
enum_id230301740
13.966***
28.665***
-2.106***
-0.195
-11.620***
2.109***
0.051
(1.161)
(4.877)
(0.376)
(0.508)
(0.815)
(0.182)
(0.139)
enum_id240317188
13.972***
55.562***
-0.903
-0.483
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enum_id240341380
14.551***
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enum_id241287675
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enum_id240274903
15.210***
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enum_id240857178
15.402***
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enum_id240811327
15.413***
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enum_id250246600
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enum_id230300918
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enum_id230100347
16.271***
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enum_id250275032
17.367***
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enum_id230100402
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enum_id230100372
17.921***
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17.928***
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enum_id221200115
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enum_id240241140
19.141***
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enum_id230302095
19.316***
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enum_id241261119
19.685***
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enum_id230302051
20.484***
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enum_id240267348
22.243***
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community_id10
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community_id100
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community_id101
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community_id102
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community_id103
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community_id104
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community_id105
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community_id106
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community_id107
1.377
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community_id108
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community_id109
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community_id11
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community_id110
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community_id111
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community_id112
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community_id113
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community_id114
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community_id115
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community_id116
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community_id117
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community_id118
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community_id119
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community_id12
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community_id13
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community_id14
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community_id15
0.136
7.971*
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community_id16
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community_id17
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community_id18
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community_id19
1.440
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community_id2
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community_id20
0.290
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community_id21
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community_id22
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community_id23
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community_id24
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community_id25
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community_id26
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community_id27
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community_id28
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community_id29
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community_id3
1.311
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community_id30
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community_id31
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community_id33
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community_id34
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community_id35
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community_id36
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community_id37
0.566
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community_id38
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community_id39
1.642
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community_id4
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community_id40
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community_id41
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community_id42
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community_id43
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community_id44
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community_id45
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community_id46
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community_id47
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community_id49
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community_id5
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community_id50
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community_id51
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18.789***
0.566**
-1.974***
-1.286
-0.064
-0.312**
(1.214)
(5.100)
(0.249)
(0.531)
(0.853)
(0.191)
(0.146)
community_id52
-2.510**
19.636***
0.146
-1.920***
-0.870
0.219
-0.426***
(1.194)
(5.015)
(0.300)
(0.522)
(0.839)
(0.187)
(0.143)
community_id53
1.125
18.569***
-0.274
-2.785***
-4.138***
0.440**
-0.238*
(1.114)
(4.677)
(0.874)
(0.487)
(0.782)
(0.175)
(0.134)
community_id54
-0.973
15.185***
-0.447
-1.674***
-1.824**
0.170
-0.204*
(1.023)
(4.295)
(0.848)
(0.447)
(0.718)
(0.161)
(0.123)
community_id55
-1.710
9.916**
0.465**
-1.611***
-0.499
0.038
-0.248*
(1.061)
(4.456)
(0.216)
(0.464)
(0.745)
(0.167)
(0.127)
community_id56
0.905
11.030**
-0.326
-2.383***
-1.832**
0.567***
-0.209
(1.277)
(5.362)
(0.878)
(0.558)
(0.897)
(0.200)
(0.153)
community_id57
-0.505
18.333***
-2.450***
-3.161***
-0.023
-0.300**
(1.064)
(4.466)
(0.465)
(0.747)
(0.167)
(0.127)
community_id58
-5.884***
15.719**
0.693**
-1.639**
1.059
0.119
-0.285
(1.662)
(6.979)
(0.330)
(0.726)
(1.167)
(0.261)
(0.199)
community_id59
-5.194***
19.111***
-0.269
-1.988***
-3.334***
0.240
-0.393**
(1.536)
(6.449)
(0.251)
(0.671)
(1.078)
(0.241)
(0.184)
community_id6
-3.159***
3.766
-1.048***
-1.520***
-1.752**
-0.059
-0.351***
(1.073)
(4.506)
(0.256)
(0.469)
(0.753)
(0.168)
(0.129)
community_id60
-4.389***
2.515
-0.305
-2.999***
-1.422
-0.348*
-0.140
(1.248)
(5.241)
(0.241)
(0.545)
(0.876)
(0.196)
(0.150)
community_id61
-4.329***
8.160
0.129
-3.594***
-1.089
-0.432**
-0.339**
(1.296)
(5.442)
(0.254)
(0.566)
(0.910)
(0.203)
(0.155)
community_id62
-7.232***
10.700*
0.326
-1.880***
-0.320
-0.083
-0.428**
(1.489)
(6.253)
(0.274)
(0.651)
(1.045)
(0.234)
(0.178)
community_id63
-3.244**
-0.746
0.037
-2.509***
-0.832
-0.148
-0.132
(1.341)
(5.630)
(0.248)
(0.586)
(0.941)
(0.210)
(0.161)
community_id64
-1.490
6.392
-0.054
-2.852***
-1.684**
0.074
-0.165
(1.166)
(4.894)
(0.213)
(0.509)
(0.818)
(0.183)
(0.140)
community_id65
-2.072*
0.921
-0.019
-2.432***
-1.531*
-0.167
-0.309**
(1.248)
(5.240)
(0.243)
(0.545)
(0.876)
(0.196)
(0.150)
community_id66
-4.940***
24.974***
0.230
-1.584**
-0.896
0.110
-0.168
(1.631)
(6.849)
(0.313)
(0.713)
(1.145)
(0.256)
(0.196)
community_id68
-2.550**
1.492
0.467**
-1.523***
0.785
-0.394**
-0.304**
(1.186)
(4.982)
(0.226)
(0.519)
(0.833)
(0.186)
(0.142)
community_id69
-4.830***
14.728**
0.482
-3.739***
-0.999
0.261
-0.236
(1.779)
(7.469)
(0.355)
(0.777)
(1.249)
(0.279)
(0.213)
community_id7
-1.308
6.889
-0.695**
-2.063***
-2.613***
0.101
-0.021
(1.302)
(5.466)
(0.310)
(0.569)
(0.914)
(0.204)
(0.156)
community_id70
-2.940**
19.866***
0.518**
-1.399**
-1.408
0.236
-0.273
(1.493)
(6.268)
(0.249)
(0.652)
(1.048)
(0.234)
(0.179)
community_id71
-2.454*
25.028***
-0.012
-2.992***
-3.857***
0.553**
-0.337**
(1.413)
(5.936)
(0.196)
(0.618)
(0.992)
(0.222)
(0.169)
community_id72
-1.025
35.269***
0.011
-2.782***
-4.596***
0.709***
0.075
(1.500)
(6.297)
(0.226)
(0.655)
(1.053)
(0.235)
(0.180)
community_id73
-2.819*
36.483***
-0.045
-1.490**
-0.504
-0.037
-0.131
(1.578)
(6.627)
(0.264)
(0.690)
(1.108)
(0.248)
(0.189)
community_id74
-3.814**
23.683***
0.444
-2.401***
-2.317**
0.046
-0.257
(1.495)
(6.280)
(0.270)
(0.654)
(1.050)
(0.235)
(0.179)
community_id75
-3.947***
27.659***
0.547**
-2.399***
-0.921
0.138
-0.020
(1.516)
(6.368)
(0.256)
(0.663)
(1.065)
(0.238)
(0.182)
community_id76
-5.837***
15.362**
-0.113
-0.902
0.366
-0.202
-0.284*
(1.434)
(6.023)
(0.243)
(0.627)
(1.007)
(0.225)
(0.172)
community_id77
-2.547*
20.795***
0.383*
-1.651***
-0.859
0.295
-0.233
(1.418)
(5.954)
(0.202)
(0.620)
(0.996)
(0.223)
(0.170)
community_id78
-5.108***
13.936**
-0.082
-1.714***
-1.072
-0.016
-0.085
(1.332)
(5.595)
(0.216)
(0.582)
(0.935)
(0.209)
(0.160)
community_id79
-6.521***
12.648**
0.041
-0.066
-0.472
0.087
-0.225
(1.426)
(5.990)
(0.222)
(0.624)
(1.002)
(0.224)
(0.171)
community_id8
-4.128***
0.889
-0.779***
-1.208***
-2.109***
-0.208
0.217*
(0.974)
(4.090)
(0.225)
(0.426)
(0.684)
(0.153)
(0.117)
community_id80
-6.112***
-3.971
-0.128
-2.502***
-0.337
-0.331*
-0.205
(1.084)
(4.552)
(0.169)
(0.474)
(0.761)
(0.170)
(0.130)
community_id81
-2.263**
-2.394
0.110
-3.419***
-0.833
-0.305*
-0.099
(1.057)
(4.439)
(0.186)
(0.462)
(0.742)
(0.166)
(0.127)
community_id82
-2.675***
7.272*
-2.152***
-0.762
-0.206
-0.133
(0.994)
(4.172)
(0.434)
(0.698)
(0.156)
(0.119)
community_id83
-1.581
14.704***
-1.389***
-0.838
0.156
-0.071
(1.081)
(4.540)
(0.473)
(0.759)
(0.170)
(0.130)
community_id84
-3.634**
-6.927
-0.352
-2.478***
-1.572
-0.124
-0.274
(1.504)
(6.317)
(0.377)
(0.658)
(1.056)
(0.236)
(0.180)
community_id85
-2.520**
10.906**
0.653
-0.230
0.531
0.001
-0.365***
(1.067)
(4.482)
(0.447)
(0.467)
(0.749)
(0.167)
(0.128)
community_id86
-2.454*
2.356
0.369
-1.496**
0.364
0.056
-0.151
(1.492)
(6.264)
(0.377)
(0.652)
(1.047)
(0.234)
(0.179)
community_id87
0.074
9.250
0.231
-2.120***
-3.857***
0.631***
-0.157
(1.420)
(5.964)
(0.416)
(0.621)
(0.997)
(0.223)
(0.170)
community_id88
-2.945**
11.605**
0.248
-1.843***
-1.061
-0.037
-0.132
(1.149)
(4.825)
(0.392)
(0.502)
(0.807)
(0.180)
(0.138)
community_id89
-3.515***
8.859*
0.637
-0.813*
1.347*
-0.201
-0.208
(1.119)
(4.700)
(0.396)
(0.489)
(0.786)
(0.176)
(0.134)
community_id9
2.974**
31.111***
-0.557
-1.458***
-1.076
0.530***
0.136
(1.289)
(5.414)
(0.350)
(0.564)
(0.905)
(0.202)
(0.155)
community_id90
0.715
21.814***
-0.150
-0.772
-3.029**
0.275
-0.088
(1.712)
(7.191)
(0.377)
(0.748)
(1.202)
(0.269)
(0.205)
community_id91
-3.272***
4.769
0.316
-2.245***
-2.058**
-0.310
-0.304**
(1.239)
(5.203)
(0.405)
(0.542)
(0.870)
(0.194)
(0.149)
community_id92
-1.851
17.326***
0.530
-0.937*
-0.881
0.002
-0.295**
(1.165)
(4.893)
(0.445)
(0.509)
(0.818)
(0.183)
(0.140)
community_id93
-2.695**
1.067
0.060
-2.260***
-1.238
0.046
-0.403***
(1.103)
(4.632)
(0.269)
(0.482)
(0.775)
(0.173)
(0.132)
community_id94
-2.097
10.405*
0.159
-1.928***
-1.530
0.089
-0.034
(1.381)
(5.800)
(0.331)
(0.604)
(0.970)
(0.217)
(0.166)
community_id95
-2.203*
3.351
0.054
-1.530***
-1.865**
-0.019
-0.186
(1.321)
(5.546)
(0.424)
(0.577)
(0.927)
(0.207)
(0.158)
community_id96
-0.059
14.790**
0.805*
-2.306***
-2.346**
-0.094
-0.197
(1.411)
(5.926)
(0.423)
(0.617)
(0.991)
(0.221)
(0.169)
community_id97
-3.347**
22.981***
0.529
-1.094*
-0.277
0.045
-0.005
(1.333)
(5.600)
(0.475)
(0.583)
(0.936)
(0.209)
(0.160)
community_id98
-0.354
3.128
0.163
-1.341**
-1.179
-0.097
-0.303**
(1.239)
(5.202)
(0.421)
(0.542)
(0.870)
(0.194)
(0.149)
community_id99
-1.596
2.886
-0.984*
-0.546
0.070
-0.413***
(1.282)
(5.384)
(0.560)
(0.900)
(0.201)
(0.154)
Constant
8.759***
18.952***
1.085***
9.865***
14.352***
-0.174
0.485***
(1.034)
(4.343)
(0.254)
(0.452)
(0.726)
(0.162)
(0.124)
Observations
6,193
6,193
2,272
6,193
6,193
6,193
6,193
R2
0.412
0.551
0.416
0.085
0.350
0.354
0.161
Note:
p<0.1; p<0.05; p<0.01
Code
```{r}
#| output: asis
all_coeffs <- m2$coefficients
all_names <- names(all_coeffs)
com_vars_indices <- grepl("^com", all_names) # TRUE for com.. variables
com_vars_names <- all_names[com_vars_indices]
other_vars_names <- all_names[!com_vars_indices]
other_coeffs_to_sort <- all_coeffs[other_vars_names]
# Replace the enum_id prefix with e:
sorted_other_vars_names <- names(sort(other_coeffs_to_sort, decreasing = FALSE))
order <- c(sorted_other_vars_names, com_vars_names)
stargazer(m2, m0, m1, m6, m3, m4, m5,
type = "html", title = "Enumerator Test",
dep.var.labels = c("Data Score", "Duration", "No. consumed", "HH Size", "No. savings", "No. animals", "No. loans"),
omit.stat = c("f", "ser", "adj.rsq"),
order = order
)
```
Enumerator Test
Dependent variable:
Data Score
Duration
No. consumed
HH Size
No. savings
No. animals
No. loans
(1)
(2)
(3)
(4)
(5)
(6)
(7)
enum_id230100365
-2.372***
67.727***
8.417***
-1.318**
-12.405***
2.075***
-0.136
(0.448)
(5.265)
(1.254)
(0.548)
(0.880)
(0.197)
(0.150)
enum_id221200182
-2.340***
23.303***
4.714***
-0.513
-7.678***
0.798***
-0.183
(0.308)
(4.364)
(1.039)
(0.454)
(0.730)
(0.163)
(0.125)
enum_id240224469
-2.334***
-6.380
7.899***
-0.503
-6.301***
0.469**
-0.072
(0.312)
(5.153)
(1.227)
(0.536)
(0.862)
(0.193)
(0.147)
enum_id241246151
-2.187***
24.013**
10.022***
-1.647
-9.578***
1.636***
0.726**
(0.492)
(11.802)
(2.810)
(1.228)
(1.973)
(0.441)
(0.337)
enum_id230301549
-2.131***
39.877***
11.940***
0.244
-12.007***
1.847***
0.062
(0.334)
(4.744)
(1.130)
(0.494)
(0.793)
(0.177)
(0.135)
enum_id230301740
-2.106***
28.665***
13.966***
-0.195
-11.620***
2.109***
0.051
(0.376)
(4.877)
(1.161)
(0.508)
(0.815)
(0.182)
(0.139)
enum_id240276420
-2.093***
15.856***
4.777***
-0.389
-5.988***
0.559***
0.057
(0.425)
(3.366)
(0.801)
(0.350)
(0.563)
(0.126)
(0.096)
enum_id240811327
-2.081***
46.761***
15.413***
-0.765
-13.074***
1.882***
0.052
(0.355)
(6.489)
(1.545)
(0.675)
(1.085)
(0.243)
(0.185)
enum_id240223243
-1.767***
20.479***
4.833***
-0.464
-7.741***
0.690***
0.058
(0.375)
(3.719)
(0.886)
(0.387)
(0.622)
(0.139)
(0.106)
enum_id221200115
-1.643***
43.490***
18.650***
-0.735
-11.571***
2.247***
0.248
(0.347)
(6.064)
(1.444)
(0.631)
(1.014)
(0.227)
(0.173)
enum_id240274903
-1.618***
50.729***
15.210***
-0.320
-10.838***
1.472***
0.001
(0.304)
(4.661)
(1.110)
(0.485)
(0.779)
(0.174)
(0.133)
enum_id241210445
-1.616***
66.586***
13.380***
0.052
-11.743***
2.432***
0.379***
(0.457)
(5.039)
(1.200)
(0.524)
(0.843)
(0.188)
(0.144)
enum_id240287553
-1.588***
1.867
6.808***
-0.627
-8.130***
0.419**
0.622***
(0.322)
(5.325)
(1.268)
(0.554)
(0.890)
(0.199)
(0.152)
enum_id250220637
-1.543***
59.454***
13.315***
-0.518
-9.452***
2.372***
-0.037
(0.501)
(4.752)
(1.132)
(0.495)
(0.795)
(0.178)
(0.136)
enum_id230100407
-1.500***
28.135***
4.635***
-0.538
-6.991***
0.520***
0.039
(0.445)
(3.419)
(0.814)
(0.356)
(0.572)
(0.128)
(0.098)
enum_id230301337
-1.453***
90.220***
12.252***
-0.036
-10.791***
2.001***
0.009
(0.461)
(4.962)
(1.181)
(0.516)
(0.830)
(0.185)
(0.142)
enum_id250255221
-1.419***
67.111***
12.612***
-0.337
-10.071***
2.079***
-0.031
(0.509)
(5.351)
(1.274)
(0.557)
(0.895)
(0.200)
(0.153)
enum_id241261119
-1.407***
67.151***
19.685***
0.029
-11.932***
1.999***
-0.191
(0.305)
(5.171)
(1.231)
(0.538)
(0.865)
(0.193)
(0.148)
enum_id221200102
-1.392***
35.949***
8.818***
0.058
-5.861***
0.634***
-0.041
(0.342)
(4.245)
(1.011)
(0.442)
(0.710)
(0.159)
(0.121)
enum_id240341380
-1.361***
56.801***
14.551***
0.038
-10.152***
2.257***
0.206
(0.321)
(5.193)
(1.237)
(0.541)
(0.868)
(0.194)
(0.148)
enum_id241265651
-1.355***
10.855***
5.258***
-0.054
-6.097***
0.702***
0.075
(0.342)
(3.389)
(0.807)
(0.353)
(0.567)
(0.127)
(0.097)
enum_id241271689
-1.302
21.459***
6.202***
-0.282
-6.135***
0.754***
0.182*
(0.915)
(3.722)
(0.886)
(0.387)
(0.622)
(0.139)
(0.106)
enum_id250297944
-1.257
17.783***
5.677***
-0.229
-4.539***
0.646***
0.050
(0.915)
(3.416)
(0.813)
(0.356)
(0.571)
(0.128)
(0.098)
enum_id240255036
-1.250**
61.277***
13.510***
-0.254
-9.565***
2.695***
0.209
(0.499)
(4.811)
(1.146)
(0.501)
(0.804)
(0.180)
(0.137)
enum_id230300531
-1.223***
25.232***
5.362***
-0.253
-6.552***
0.612***
-0.130
(0.319)
(3.456)
(0.823)
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community_id12
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community_id15
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0.693***
(0.312)
(6.025)
(1.435)
(0.627)
(1.007)
(0.225)
(0.172)
community_id40
0.084
13.638***
-4.060***
-2.295***
-1.831**
-0.020
-0.428***
(0.271)
(5.057)
(1.204)
(0.526)
(0.846)
(0.189)
(0.144)
community_id41
-0.474
1.929
-1.873
-1.978***
-1.969*
-0.365
-0.324*
(0.981)
(6.063)
(1.444)
(0.631)
(1.014)
(0.227)
(0.173)
community_id42
-0.329
-0.045
-2.487**
-1.764***
-1.363
-0.035
-0.409***
(0.945)
(5.168)
(1.231)
(0.538)
(0.864)
(0.193)
(0.148)
community_id43
-0.888
11.097**
-1.227
-1.965***
-2.915***
0.301
-0.235
(0.895)
(5.121)
(1.220)
(0.533)
(0.856)
(0.191)
(0.146)
community_id44
0.218
15.001***
-0.110
-0.967*
-0.075
-0.060
-0.247*
(0.977)
(5.076)
(1.209)
(0.528)
(0.849)
(0.190)
(0.145)
community_id45
-0.497
6.509
-1.649
-1.324***
-2.283***
0.135
-0.277**
(0.940)
(4.625)
(1.101)
(0.481)
(0.773)
(0.173)
(0.132)
community_id46
-0.664
7.843
-2.218*
-2.245***
-2.342***
0.285
-0.344**
(0.903)
(5.256)
(1.251)
(0.547)
(0.879)
(0.196)
(0.150)
community_id47
0.043
4.915
-2.457*
-1.578***
-0.842
-0.260
-0.425***
(0.965)
(5.269)
(1.255)
(0.548)
(0.881)
(0.197)
(0.150)
community_id49
-0.366
11.845**
-0.200
-2.056***
-1.074
0.560***
-0.234
(0.877)
(5.246)
(1.249)
(0.546)
(0.877)
(0.196)
(0.150)
community_id5
-0.781**
5.795
-2.680**
-0.969
-0.087
-0.067
-0.307*
(0.317)
(5.710)
(1.360)
(0.594)
(0.955)
(0.213)
(0.163)
community_id50
0.212
7.451
-2.311**
-1.424***
-1.198
-0.250
-0.172
(0.237)
(4.729)
(1.126)
(0.492)
(0.791)
(0.177)
(0.135)
community_id51
0.566**
18.789***
-0.138
-1.974***
-1.286
-0.064
-0.312**
(0.249)
(5.100)
(1.214)
(0.531)
(0.853)
(0.191)
(0.146)
community_id52
0.146
19.636***
-2.510**
-1.920***
-0.870
0.219
-0.426***
(0.300)
(5.015)
(1.194)
(0.522)
(0.839)
(0.187)
(0.143)
community_id53
-0.274
18.569***
1.125
-2.785***
-4.138***
0.440**
-0.238*
(0.874)
(4.677)
(1.114)
(0.487)
(0.782)
(0.175)
(0.134)
community_id54
-0.447
15.185***
-0.973
-1.674***
-1.824**
0.170
-0.204*
(0.848)
(4.295)
(1.023)
(0.447)
(0.718)
(0.161)
(0.123)
community_id55
0.465**
9.916**
-1.710
-1.611***
-0.499
0.038
-0.248*
(0.216)
(4.456)
(1.061)
(0.464)
(0.745)
(0.167)
(0.127)
community_id56
-0.326
11.030**
0.905
-2.383***
-1.832**
0.567***
-0.209
(0.878)
(5.362)
(1.277)
(0.558)
(0.897)
(0.200)
(0.153)
community_id57
18.333***
-0.505
-2.450***
-3.161***
-0.023
-0.300**
(4.466)
(1.064)
(0.465)
(0.747)
(0.167)
(0.127)
community_id58
0.693**
15.719**
-5.884***
-1.639**
1.059
0.119
-0.285
(0.330)
(6.979)
(1.662)
(0.726)
(1.167)
(0.261)
(0.199)
community_id59
-0.269
19.111***
-5.194***
-1.988***
-3.334***
0.240
-0.393**
(0.251)
(6.449)
(1.536)
(0.671)
(1.078)
(0.241)
(0.184)
community_id6
-1.048***
3.766
-3.159***
-1.520***
-1.752**
-0.059
-0.351***
(0.256)
(4.506)
(1.073)
(0.469)
(0.753)
(0.168)
(0.129)
community_id60
-0.305
2.515
-4.389***
-2.999***
-1.422
-0.348*
-0.140
(0.241)
(5.241)
(1.248)
(0.545)
(0.876)
(0.196)
(0.150)
community_id61
0.129
8.160
-4.329***
-3.594***
-1.089
-0.432**
-0.339**
(0.254)
(5.442)
(1.296)
(0.566)
(0.910)
(0.203)
(0.155)
community_id62
0.326
10.700*
-7.232***
-1.880***
-0.320
-0.083
-0.428**
(0.274)
(6.253)
(1.489)
(0.651)
(1.045)
(0.234)
(0.178)
community_id63
0.037
-0.746
-3.244**
-2.509***
-0.832
-0.148
-0.132
(0.248)
(5.630)
(1.341)
(0.586)
(0.941)
(0.210)
(0.161)
community_id64
-0.054
6.392
-1.490
-2.852***
-1.684**
0.074
-0.165
(0.213)
(4.894)
(1.166)
(0.509)
(0.818)
(0.183)
(0.140)
community_id65
-0.019
0.921
-2.072*
-2.432***
-1.531*
-0.167
-0.309**
(0.243)
(5.240)
(1.248)
(0.545)
(0.876)
(0.196)
(0.150)
community_id66
0.230
24.974***
-4.940***
-1.584**
-0.896
0.110
-0.168
(0.313)
(6.849)
(1.631)
(0.713)
(1.145)
(0.256)
(0.196)
community_id68
0.467**
1.492
-2.550**
-1.523***
0.785
-0.394**
-0.304**
(0.226)
(4.982)
(1.186)
(0.519)
(0.833)
(0.186)
(0.142)
community_id69
0.482
14.728**
-4.830***
-3.739***
-0.999
0.261
-0.236
(0.355)
(7.469)
(1.779)
(0.777)
(1.249)
(0.279)
(0.213)
community_id7
-0.695**
6.889
-1.308
-2.063***
-2.613***
0.101
-0.021
(0.310)
(5.466)
(1.302)
(0.569)
(0.914)
(0.204)
(0.156)
community_id70
0.518**
19.866***
-2.940**
-1.399**
-1.408
0.236
-0.273
(0.249)
(6.268)
(1.493)
(0.652)
(1.048)
(0.234)
(0.179)
community_id71
-0.012
25.028***
-2.454*
-2.992***
-3.857***
0.553**
-0.337**
(0.196)
(5.936)
(1.413)
(0.618)
(0.992)
(0.222)
(0.169)
community_id72
0.011
35.269***
-1.025
-2.782***
-4.596***
0.709***
0.075
(0.226)
(6.297)
(1.500)
(0.655)
(1.053)
(0.235)
(0.180)
community_id73
-0.045
36.483***
-2.819*
-1.490**
-0.504
-0.037
-0.131
(0.264)
(6.627)
(1.578)
(0.690)
(1.108)
(0.248)
(0.189)
community_id74
0.444
23.683***
-3.814**
-2.401***
-2.317**
0.046
-0.257
(0.270)
(6.280)
(1.495)
(0.654)
(1.050)
(0.235)
(0.179)
community_id75
0.547**
27.659***
-3.947***
-2.399***
-0.921
0.138
-0.020
(0.256)
(6.368)
(1.516)
(0.663)
(1.065)
(0.238)
(0.182)
community_id76
-0.113
15.362**
-5.837***
-0.902
0.366
-0.202
-0.284*
(0.243)
(6.023)
(1.434)
(0.627)
(1.007)
(0.225)
(0.172)
community_id77
0.383*
20.795***
-2.547*
-1.651***
-0.859
0.295
-0.233
(0.202)
(5.954)
(1.418)
(0.620)
(0.996)
(0.223)
(0.170)
community_id78
-0.082
13.936**
-5.108***
-1.714***
-1.072
-0.016
-0.085
(0.216)
(5.595)
(1.332)
(0.582)
(0.935)
(0.209)
(0.160)
community_id79
0.041
12.648**
-6.521***
-0.066
-0.472
0.087
-0.225
(0.222)
(5.990)
(1.426)
(0.624)
(1.002)
(0.224)
(0.171)
community_id8
-0.779***
0.889
-4.128***
-1.208***
-2.109***
-0.208
0.217*
(0.225)
(4.090)
(0.974)
(0.426)
(0.684)
(0.153)
(0.117)
community_id80
-0.128
-3.971
-6.112***
-2.502***
-0.337
-0.331*
-0.205
(0.169)
(4.552)
(1.084)
(0.474)
(0.761)
(0.170)
(0.130)
community_id81
0.110
-2.394
-2.263**
-3.419***
-0.833
-0.305*
-0.099
(0.186)
(4.439)
(1.057)
(0.462)
(0.742)
(0.166)
(0.127)
community_id82
7.272*
-2.675***
-2.152***
-0.762
-0.206
-0.133
(4.172)
(0.994)
(0.434)
(0.698)
(0.156)
(0.119)
community_id83
14.704***
-1.581
-1.389***
-0.838
0.156
-0.071
(4.540)
(1.081)
(0.473)
(0.759)
(0.170)
(0.130)
community_id84
-0.352
-6.927
-3.634**
-2.478***
-1.572
-0.124
-0.274
(0.377)
(6.317)
(1.504)
(0.658)
(1.056)
(0.236)
(0.180)
community_id85
0.653
10.906**
-2.520**
-0.230
0.531
0.001
-0.365***
(0.447)
(4.482)
(1.067)
(0.467)
(0.749)
(0.167)
(0.128)
community_id86
0.369
2.356
-2.454*
-1.496**
0.364
0.056
-0.151
(0.377)
(6.264)
(1.492)
(0.652)
(1.047)
(0.234)
(0.179)
community_id87
0.231
9.250
0.074
-2.120***
-3.857***
0.631***
-0.157
(0.416)
(5.964)
(1.420)
(0.621)
(0.997)
(0.223)
(0.170)
community_id88
0.248
11.605**
-2.945**
-1.843***
-1.061
-0.037
-0.132
(0.392)
(4.825)
(1.149)
(0.502)
(0.807)
(0.180)
(0.138)
community_id89
0.637
8.859*
-3.515***
-0.813*
1.347*
-0.201
-0.208
(0.396)
(4.700)
(1.119)
(0.489)
(0.786)
(0.176)
(0.134)
community_id9
-0.557
31.111***
2.974**
-1.458***
-1.076
0.530***
0.136
(0.350)
(5.414)
(1.289)
(0.564)
(0.905)
(0.202)
(0.155)
community_id90
-0.150
21.814***
0.715
-0.772
-3.029**
0.275
-0.088
(0.377)
(7.191)
(1.712)
(0.748)
(1.202)
(0.269)
(0.205)
community_id91
0.316
4.769
-3.272***
-2.245***
-2.058**
-0.310
-0.304**
(0.405)
(5.203)
(1.239)
(0.542)
(0.870)
(0.194)
(0.149)
community_id92
0.530
17.326***
-1.851
-0.937*
-0.881
0.002
-0.295**
(0.445)
(4.893)
(1.165)
(0.509)
(0.818)
(0.183)
(0.140)
community_id93
0.060
1.067
-2.695**
-2.260***
-1.238
0.046
-0.403***
(0.269)
(4.632)
(1.103)
(0.482)
(0.775)
(0.173)
(0.132)
community_id94
0.159
10.405*
-2.097
-1.928***
-1.530
0.089
-0.034
(0.331)
(5.800)
(1.381)
(0.604)
(0.970)
(0.217)
(0.166)
community_id95
0.054
3.351
-2.203*
-1.530***
-1.865**
-0.019
-0.186
(0.424)
(5.546)
(1.321)
(0.577)
(0.927)
(0.207)
(0.158)
community_id96
0.805*
14.790**
-0.059
-2.306***
-2.346**
-0.094
-0.197
(0.423)
(5.926)
(1.411)
(0.617)
(0.991)
(0.221)
(0.169)
community_id97
0.529
22.981***
-3.347**
-1.094*
-0.277
0.045
-0.005
(0.475)
(5.600)
(1.333)
(0.583)
(0.936)
(0.209)
(0.160)
community_id98
0.163
3.128
-0.354
-1.341**
-1.179
-0.097
-0.303**
(0.421)
(5.202)
(1.239)
(0.542)
(0.870)
(0.194)
(0.149)
community_id99
2.886
-1.596
-0.984*
-0.546
0.070
-0.413***
(5.384)
(1.282)
(0.560)
(0.900)
(0.201)
(0.154)
enum_id221200064
21.459***
5.644***
-0.289
-6.068***
0.636***
0.231**
(3.478)
(0.828)
(0.362)
(0.581)
(0.130)
(0.099)
enum_id221200116
10.951***
2.416***
-0.297
-5.258***
0.112
-0.102
(3.734)
(0.889)
(0.389)
(0.624)
(0.140)
(0.107)
enum_id221200170
25.087***
3.529***
-0.361
-1.438**
0.285*
0.156
(4.058)
(0.966)
(0.422)
(0.678)
(0.152)
(0.116)
enum_id221200217
4.625
2.514***
-0.622*
-4.201***
0.198
-0.125
(3.545)
(0.844)
(0.369)
(0.593)
(0.132)
(0.101)
enum_id221200223
8.103**
3.038***
-0.248
-4.334***
0.197
0.108
(3.967)
(0.945)
(0.413)
(0.663)
(0.148)
(0.113)
enum_id221200238
6.672*
3.178***
-0.201
-1.003
0.079
0.025
(3.764)
(0.896)
(0.392)
(0.629)
(0.141)
(0.107)
enum_id221200280
7.690**
2.591***
-0.202
-6.728***
0.109
-0.151
(3.711)
(0.884)
(0.386)
(0.620)
(0.139)
(0.106)
enum_id230100339
6.608*
3.448***
-0.335
-4.885***
0.157
0.009
(3.814)
(0.908)
(0.397)
(0.638)
(0.143)
(0.109)
enum_id230100433
12.448***
2.709***
-0.200
-6.660***
0.172
-0.093
(3.718)
(0.885)
(0.387)
(0.622)
(0.139)
(0.106)
enum_id230301312
13.081***
2.946***
-0.026
-2.087***
0.111
0.387***
(3.849)
(0.916)
(0.401)
(0.644)
(0.144)
(0.110)
enum_id230301359
8.701**
2.649***
-0.360
-8.397***
0.177
0.063
(3.979)
(0.948)
(0.414)
(0.665)
(0.149)
(0.114)
enum_id240299323
-18.645***
1.330
-0.661
-2.073**
-0.110
-0.098
(5.516)
(1.314)
(0.574)
(0.922)
(0.206)
(0.157)
enum_id241225186
43.039***
5.210*
1.757
4.837**
-0.101
-0.122
(13.024)
(3.101)
(1.356)
(2.178)
(0.487)
(0.372)
Constant
1.085***
18.952***
8.759***
9.865***
14.352***
-0.174
0.485***
(0.254)
(4.343)
(1.034)
(0.452)
(0.726)
(0.162)
(0.124)
Observations
2,272
6,193
6,193
6,193
6,193
6,193
6,193
R2
0.416
0.551
0.412
0.085
0.350
0.354
0.161
Note:
p<0.1; p<0.05; p<0.01
Code
```{r}
#| output: asis
m0 <- lm(duration ~ enum_id, data = fast_slow_data)
m1 <- lm(consumed_items ~ enum_id, data = fast_slow_data)
m3 <- lm(savings_places ~ enum_id, data = fast_slow_data)
m4 <- lm(ls_owned ~ enum_id, data = fast_slow_data)
m5 <- lm(loans_taken ~ enum_id, data = fast_slow_data)
m6 <- lm(hh_size ~ enum_id, data = fast_slow_data, na.action = na.omit)
# Include overall average for dependent variable
# Sort independent variables by m0 coefficents sizes
order <- m0$coefficients %>%
sort(decreasing = FALSE) %>%
names()
stargazer(m0, m6, m1, m3, m4, m5,
type = "html", title = "Enumerator Test",
dep.var.labels = c("Duration", "HH Size", "No. consumed", "No. savings", "No. animals", "No. loans"),
omit.stat = c("f", "ser", "adj.rsq"),
order = order
)
```
Enumerator Test
Dependent variable:
Duration
HH Size
No. consumed
No. savings
No. animals
No. loans
(1)
(2)
(3)
(4)
(5)
(6)
enum_id240299323
-7.002**
-0.484
-1.362*
-2.025***
-0.000
0.007
(3.480)
(0.343)
(0.789)
(0.552)
(0.124)
(0.092)
enum_id221200238
-3.244
0.028
1.777**
-0.253
-0.000
0.026
(3.540)
(0.349)
(0.802)
(0.562)
(0.126)
(0.094)
enum_id221200217
-2.634
0.281
0.968
-2.934***
-0.000
-0.010
(3.356)
(0.331)
(0.760)
(0.532)
(0.120)
(0.089)
enum_id240224469
-0.682
-0.179
4.516***
-5.408***
0.406***
-0.050
(3.266)
(0.322)
(0.740)
(0.518)
(0.117)
(0.087)
enum_id230100339
0.119
-0.434
2.053**
-4.062***
-0.000
0.080
(3.600)
(0.355)
(0.816)
(0.571)
(0.129)
(0.096)
enum_id230301359
1.296
-0.420
0.120
-7.478***
-0.000
0.063
(3.872)
(0.382)
(0.877)
(0.614)
(0.138)
(0.103)
enum_id221200280
3.144
0.197
1.971**
-6.260***
-0.000
-0.170*
(3.577)
(0.352)
(0.810)
(0.567)
(0.128)
(0.095)
enum_id221200223
4.608
0.301
2.624***
-2.510***
-0.000
0.182*
(3.650)
(0.360)
(0.827)
(0.579)
(0.130)
(0.097)
enum_id250273684
4.714
0.318
3.933***
-5.625***
0.509***
-0.056
(3.266)
(0.322)
(0.740)
(0.518)
(0.117)
(0.087)
enum_id241265651
5.897*
0.065
3.579***
-5.204***
0.492***
0.171**
(3.199)
(0.315)
(0.725)
(0.508)
(0.114)
(0.085)
enum_id221200116
6.715*
0.215
1.415*
-4.211***
-0.000
-0.075
(3.493)
(0.344)
(0.791)
(0.554)
(0.125)
(0.093)
enum_id230100433
6.766**
0.469
2.110***
-5.377***
-0.000
0.126
(3.439)
(0.339)
(0.779)
(0.546)
(0.123)
(0.091)
enum_id240287553
8.007**
-0.353
3.236***
-7.587***
0.458***
0.617***
(3.356)
(0.331)
(0.760)
(0.532)
(0.120)
(0.089)
enum_id230301312
9.224**
0.291
2.013**
-1.237**
-0.000
0.526***
(3.696)
(0.364)
(0.837)
(0.586)
(0.132)
(0.098)
enum_id250297944
11.142***
0.092
3.735***
-3.832***
0.405***
0.062
(3.312)
(0.326)
(0.751)
(0.525)
(0.118)
(0.088)
enum_id230200441
12.037***
-0.083
4.775***
-3.013***
0.652***
0.044
(3.433)
(0.338)
(0.778)
(0.545)
(0.123)
(0.091)
enum_id240391947
12.244***
-0.061
4.725***
-6.097***
0.796***
-0.088
(3.361)
(0.331)
(0.762)
(0.533)
(0.120)
(0.089)
enum_id240276420
13.138***
-0.226
4.597***
-5.695***
0.503***
0.064
(3.304)
(0.326)
(0.749)
(0.524)
(0.118)
(0.088)
enum_id221200064
16.218***
0.329
4.250***
-5.350***
0.380***
0.409***
(3.251)
(0.320)
(0.737)
(0.516)
(0.116)
(0.086)
enum_id221200170
19.314***
0.090
2.276***
-0.226
-0.000
0.083
(3.823)
(0.377)
(0.866)
(0.607)
(0.136)
(0.102)
enum_id240223243
19.697***
-0.148
4.147***
-7.155***
0.626***
0.116
(3.650)
(0.360)
(0.827)
(0.579)
(0.130)
(0.097)
enum_id230300531
20.337***
0.101
3.973***
-5.871***
0.424***
-0.130
(3.304)
(0.326)
(0.749)
(0.524)
(0.118)
(0.088)
enum_id241271689
21.182***
-0.225
5.824***
-5.907***
0.784***
0.158*
(3.577)
(0.352)
(0.810)
(0.567)
(0.128)
(0.095)
enum_id221200093
21.550***
0.090
5.652***
-4.255***
0.500***
-0.153*
(3.361)
(0.331)
(0.762)
(0.533)
(0.120)
(0.089)
enum_id240233502
21.897***
-0.203
4.945***
-4.666***
0.565***
0.013
(3.474)
(0.342)
(0.787)
(0.551)
(0.124)
(0.092)
enum_id230100407
22.488***
-0.137
3.575***
-5.997***
0.392***
0.062
(3.262)
(0.321)
(0.739)
(0.517)
(0.116)
(0.087)
enum_id240380260
23.561***
-0.139
5.028***
-8.056***
0.848***
-0.042
(4.192)
(0.413)
(0.950)
(0.665)
(0.150)
(0.111)
enum_id250231789
23.812***
-0.375
3.310***
-0.606
0.346***
0.296***
(3.113)
(0.307)
(0.705)
(0.494)
(0.111)
(0.083)
enum_id221200182
25.413***
0.055
1.859**
-6.641***
0.640***
-0.081
(3.592)
(0.354)
(0.814)
(0.570)
(0.128)
(0.095)
enum_id230301740
26.038***
0.346
13.262***
-10.321***
1.955***
0.034
(4.809)
(0.474)
(1.089)
(0.763)
(0.172)
(0.128)
enum_id230300493
28.480***
-0.147
3.564***
-5.798***
0.532***
0.099
(3.352)
(0.330)
(0.759)
(0.532)
(0.120)
(0.089)
enum_id240992649
29.074***
0.282
6.114***
-1.227**
0.494***
0.055
(3.325)
(0.328)
(0.753)
(0.528)
(0.119)
(0.088)
enum_id240951002
30.029***
0.419
6.439***
-2.876***
0.319***
0.456***
(3.401)
(0.335)
(0.771)
(0.540)
(0.121)
(0.090)
enum_id230854474
32.653***
0.521
6.166***
-5.841***
0.400***
0.081
(3.715)
(0.366)
(0.842)
(0.589)
(0.133)
(0.099)
enum_id230301549
34.427***
0.497
10.425***
-11.228***
1.647***
0.055
(4.565)
(0.450)
(1.034)
(0.724)
(0.163)
(0.121)
enum_id221200102
35.170***
0.188
8.552***
-5.282***
0.423***
-0.098
(4.098)
(0.404)
(0.928)
(0.650)
(0.146)
(0.109)
enum_id250223710
35.974***
-0.154
3.633***
-2.898***
0.564***
0.158*
(3.343)
(0.329)
(0.757)
(0.530)
(0.119)
(0.089)
enum_id240274903
37.729***
-0.562
13.111***
-9.208***
1.078***
0.036
(4.565)
(0.450)
(1.034)
(0.724)
(0.163)
(0.121)
enum_id241225186
40.353***
2.051
4.376
4.929**
-0.000
0.011
(13.767)
(1.357)
(3.119)
(2.184)
(0.491)
(0.366)
enum_id250238373
45.532***
0.545
11.486***
-8.022***
1.854***
1.298***
(4.934)
(0.486)
(1.118)
(0.783)
(0.176)
(0.131)
enum_id221200115
46.372***
-0.475
13.911***
-9.778***
2.069***
0.244**
(4.371)
(0.431)
(0.990)
(0.693)
(0.156)
(0.116)
enum_id240317188
46.594***
0.169
12.560***
-8.176***
1.789***
0.314**
(5.074)
(0.500)
(1.150)
(0.805)
(0.181)
(0.135)
enum_id241246151
50.535***
-1.866*
8.709***
-10.404***
1.167***
0.761**
(11.337)
(1.117)
(2.569)
(1.798)
(0.405)
(0.301)
enum_id240811327
50.623***
0.206
10.233***
-11.190***
1.619***
0.023
(4.890)
(0.482)
(1.108)
(0.776)
(0.175)
(0.130)
enum_id241261119
55.956***
-0.402
16.930***
-10.719***
1.649***
-0.104
(5.125)
(0.505)
(1.161)
(0.813)
(0.183)
(0.136)
enum_id250220637
56.237***
0.040
11.789***
-8.310***
2.130***
-0.109
(4.733)
(0.466)
(1.072)
(0.751)
(0.169)
(0.126)
enum_id240341380
57.580***
0.301
14.048***
-9.785***
1.914***
0.190
(5.235)
(0.516)
(1.186)
(0.830)
(0.187)
(0.139)
enum_id240255036
58.750***
0.388
11.746***
-8.701***
2.413***
0.174
(4.733)
(0.466)
(1.072)
(0.751)
(0.169)
(0.126)
enum_id230100365
59.989***
-0.523
6.111***
-10.924***
1.676***
-0.121
(5.293)
(0.522)
(1.199)
(0.840)
(0.189)
(0.141)
enum_id241210445
60.637***
0.501
11.551***
-10.046***
2.100***
0.411***
(4.979)
(0.491)
(1.128)
(0.790)
(0.178)
(0.132)
enum_id250246600
61.351***
0.190
14.743***
-10.982***
1.200***
0.139
(4.770)
(0.470)
(1.081)
(0.757)
(0.170)
(0.127)
enum_id230300918
67.291***
0.101
14.505***
-7.214***
1.971***
0.704***
(5.235)
(0.516)
(1.186)
(0.830)
(0.187)
(0.139)
enum_id240231124
67.696***
-1.018**
9.472***
-7.411***
1.021***
0.187
(4.697)
(0.463)
(1.064)
(0.745)
(0.168)
(0.125)
enum_id230100347
68.246***
0.036
16.258***
-7.865***
1.529***
0.820***
(5.293)
(0.522)
(1.199)
(0.840)
(0.189)
(0.141)
enum_id250255221
69.446***
0.044
10.962***
-8.242***
1.771***
-0.096
(5.235)
(0.516)
(1.186)
(0.830)
(0.187)
(0.139)
enum_id240345961
71.409***
-0.766
15.298***
-8.737***
1.289***
0.606***
(4.770)
(0.470)
(1.081)
(0.757)
(0.170)
(0.127)
enum_id230100402
71.501***
-0.634
15.398***
-9.658***
1.587***
0.565***
(4.733)
(0.466)
(1.072)
(0.751)
(0.169)
(0.126)
enum_id230302051
73.637***
0.401
18.701***
-9.446***
1.200***
0.386***
(4.979)
(0.491)
(1.128)
(0.790)
(0.178)
(0.132)
enum_id240244305
76.338***
0.719
10.364***
-8.745***
2.163***
0.087
(4.849)
(0.478)
(1.099)
(0.769)
(0.173)
(0.129)
enum_id240857178
81.522***
0.003
12.876***
-8.624***
2.000***
0.144
(4.697)
(0.463)
(1.064)
(0.745)
(0.168)
(0.125)
enum_id241287675
86.369***
0.837
14.412***
-9.999***
2.250***
0.118
(5.712)
(0.563)
(1.294)
(0.906)
(0.204)
(0.152)
enum_id250275032
87.317***
-0.236
15.876***
-8.510***
1.659***
0.883***
(4.934)
(0.486)
(1.118)
(0.783)
(0.176)
(0.131)
enum_id230301337
87.386***
0.401
11.426***
-9.271***
1.750***
-0.039
(4.979)
(0.491)
(1.128)
(0.790)
(0.178)
(0.132)
enum_id230302095
89.646***
0.692
18.159***
-6.919***
1.717***
0.718***
(4.733)
(0.466)
(1.072)
(0.751)
(0.169)
(0.126)
enum_id240267348
91.624***
-0.225
20.350***
-9.202***
1.921***
0.524***
(5.074)
(0.500)
(1.150)
(0.805)
(0.181)
(0.135)
enum_id230100372
107.128***
-0.310
15.959***
-9.237***
1.833***
0.039
(5.179)
(0.510)
(1.173)
(0.822)
(0.185)
(0.138)
enum_id240241140
112.027***
0.045
18.085***
-6.327***
1.581***
1.784***
(4.849)
(0.478)
(1.099)
(0.769)
(0.173)
(0.129)
Constant
33.826***
7.699***
8.124***
12.071***
0.000
0.239***
(2.546)
(0.251)
(0.577)
(0.404)
(0.091)
(0.068)
Observations
6,193
6,193
6,193
6,193
6,193
6,193
R2
0.461
0.015
0.360
0.297
0.292
0.127
Note:
p<0.1; p<0.05; p<0.01
And a reference table of the average duration for each enumerator.
Survey Duration
240299323
26.82449
9.518470
130
221200238
30.58223
7.818708
121
221200217
31.19205
9.900081
153
240224469
33.14457
19.366028
175
221200012
33.82640
13.079882
113
230100339
33.94499
7.552012
113
230301359
35.12287
7.964584
86
221200280
36.97083
17.807171
116
221200223
38.43442
8.827698
107
250273684
38.54010
31.444264
175
241265651
39.72385
26.778702
195
221200116
40.54128
12.902902
128
230100433
40.59270
14.389942
137
240287553
41.83301
32.776490
153
230301312
43.05000
14.895634
102
250297944
44.96830
32.843169
163
230200441
45.86329
27.055612
138
240391947
46.07083
21.376576
152
240276420
46.96465
22.943404
165
221200064
50.04413
30.820062
179
221200170
53.14000
34.312374
90
240223243
53.52352
25.970453
107
230300531
54.16343
42.331664
165
241271689
55.00819
19.476914
116
221200093
55.37621
31.545051
152
240233502
55.72366
38.162600
131
230100407
56.31439
29.403249
176
240380260
57.38788
28.048640
66
250231789
57.63889
27.898791
228
221200182
59.23977
26.412890
114
230301740
59.86402
13.934235
44
230300493
62.30660
40.439630
154
240992649
62.90010
35.652045
160
240951002
63.85509
38.745104
144
230854474
66.47917
40.056155
100
230301549
68.25327
18.228101
51
221200102
68.99601
31.923596
71
250223710
69.80053
40.184182
156
240274903
71.55490
21.301347
51
241225186
74.17917
16.900338
4
250238373
79.35813
25.769689
41
221200115
80.19799
22.372185
58
240317188
80.42018
12.854211
38
241246151
84.36111
39.152858
6
240811327
84.44921
26.245170
42
241261119
89.78243
17.025163
37
250220637
90.06377
20.292811
46
240341380
91.40619
21.133724
35
240255036
92.57609
28.269648
46
230100365
93.81520
24.604269
34
241210445
94.46333
22.215250
40
250246600
95.17778
22.780089
45
230300918
101.11762
20.957717
35
240231124
101.52199
32.924786
47
230100347
102.07255
20.422223
34
250255221
103.27238
21.979719
35
240345961
105.23519
23.808590
45
230100402
105.32754
22.190698
46
230302051
107.46292
20.605327
40
240244305
110.16434
28.288062
43
240857178
115.34858
21.602965
47
241287675
120.19524
22.192580
28
250275032
121.14350
25.692407
41
230301337
121.21250
38.548249
40
230302095
123.47283
24.755234
46
240267348
125.45000
31.433269
38
230100372
140.95463
23.451649
36
240241140
145.85349
23.496591
43
Duration Checks
The survey durations have an unexpectedly wide distribution. The fastest enumerator is nearly 100 minutes faster than the slowest one. We expected the baseline to take about 2 hours, so it is concerning that the average duration for 2 enumerators is about an hour with a bunch more taking less than 80 minutes.
Code
```{r}
#| warning: false
# Add x-axis labels for every 10 digits (i.e. 0, 10, 20, etc.)
ggplot(enum_duration, aes(x = Mean)) +
geom_density() +
scale_x_continuous(breaks = seq(0, 300, by = 10))
```
The distribution is somewhat concerning since enumerators could have some agency in how much data is collected. For some sections of the survey, for example food consumption or savings, the survey would go faster if the participant reported consuming fewer items (thus not answering questions about quantity, price, etc.) or having fewer savings places or members who save.
The plots below explore the correlation between a few such variables and the duration of the survey.
I convert counts to z-scores to make plots easier to interpret and to translate from discrete variables to continuous ones. That is, the number of items a participants reports consuming, for example, is translated to z-scores for the plots below.
Code
```{r, fig.height=10}
# Make scatter plots of z-scores of different variables by duration
consumed_items <- ggplot(full_data, aes(x = consumed_items_z, y = duration)) +
geom_jitter(aes(color = duration_category)) +
xlab("Z-score of no. of consumed items") +
ylab("Duration (minutes)") +
# Add a linear regression line with no groups
geom_smooth(method = "lm", se = FALSE, color = "black")
savings_places <- ggplot(full_data, aes(x = savings_places_z, y = duration)) +
geom_jitter(aes(color = duration_category)) +
xlab("Z-score of no. of savings places") +
ylab("Duration (minutes)") +
# Add a linear regression line with no groups
geom_smooth(method = "lm", se = FALSE, color = "black")
loans_taken <- ggplot(full_data, aes(x = loans_taken_z, y = duration)) +
geom_jitter(aes(color = duration_category)) +
xlab("Z-score of no. of loans taken") +
ylab("Duration (minutes)") +
# Add a linear regression line with no groups
geom_smooth(method = "lm", se = FALSE, color = "black")
ls_owned <- ggplot(full_data, aes(x = ls_owned_z, y = duration)) +
geom_jitter(aes(color = duration_category)) +
xlab("Z-score of no. of livestock owned") +
ylab("Duration (minutes)") +
# Add a linear regression line with no groups
geom_smooth(method = "lm", se = FALSE, color = "black")
```
Code
```{r}
consumed_items
```
`geom_smooth()` using formula = 'y ~ x'
Warning: Removed 1 row containing non-finite outside the scale range
(`stat_smooth()`).
Warning: Removed 1 row containing missing values or values outside the scale range
(`geom_point()`).
Code
```{r}
# Remove legend
ls_owned / (savings_places + loans_taken) +
plot_annotation(
title = "Z-scores of different variables by duration",
caption = "Note: The y-axis is the duration of the survey in minutes"
) &
theme(legend.position = "none")
```
`geom_smooth()` using formula = 'y ~ x'
Warning: Removed 3921 rows containing non-finite outside the scale range
(`stat_smooth()`).
Warning: Removed 3921 rows containing missing values or values outside the scale range
(`geom_point()`).
`geom_smooth()` using formula = 'y ~ x'
Warning: Removed 1 row containing non-finite outside the scale range
(`stat_smooth()`).
Warning: Removed 1 row containing missing values or values outside the scale range
(`geom_point()`).
`geom_smooth()` using formula = 'y ~ x'
Warning: Removed 1 row containing non-finite outside the scale range (`stat_smooth()`).
Removed 1 row containing missing values or values outside the scale range
(`geom_point()`).